diff --git a/docs/print.html b/docs/print.html
index c4dbd8a..5e3db55 100644
--- a/docs/print.html
+++ b/docs/print.html
@@ -1729,7 +1729,7 @@ <h2 id="system-time"><a class="header" href="#system-time">System Time</a></h2>
 System Time is encoded in a special column, which is normally invisible to most queries,
 named <code>system_time</code> (lower case).
 Because <code>system_time</code> is invisible by default, it must be retrieved explicitly:</p>
-<pre><code class="language-sql">SELECTT *, system_time FROM products;
+<pre><code class="language-sql">SELECT *, system_time FROM products;
 </code></pre>
 <h3 id="as-of-time-travel"><a class="header" href="#as-of-time-travel">AS OF (Time Travel)</a></h3>
 <p>Endb permits time-traveling queries with the SQL:2011-compatible
diff --git a/docs/searchindex.js b/docs/searchindex.js
index e6f0fec..4e23252 100644
--- a/docs/searchindex.js
+++ b/docs/searchindex.js
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SELECT * FROM products WHERE name NOT LIKE '%of%'; NOTE: Endb LIKE is case-sensitive.","breadcrumbs":"SQL Reference » Operators » LIKE","id":"100","title":"LIKE"},"101":{"body":"REGEXP returns TRUE if a string matches the supplied regular expression. REGEXP may be prefixed with NOT. SELECT * FROM products WHERE name REGEXP '.*ee|.*ea';\nSELECT * FROM products WHERE name NOT REGEXP '.*[fst]+.*';","breadcrumbs":"SQL Reference » Operators » REGEXP","id":"101","title":"REGEXP"},"102":{"body":"GLOB returns TRUE if a string matches the supplied UNIX glob. GLOB may be prefixed with NOT. SELECT * FROM products WHERE name GLOB '*of*';\nSELECT * FROM avatars WHERE filename NOT GLOB '/opt/local/avatars/*/*.png'; NOTE: GLOB is case-sensitive. It conforms to standard UNIX globs and thus does not support \"globstar\" (recursive directory) expansion like **/*.png.","breadcrumbs":"SQL Reference » Operators » GLOB","id":"102","title":"GLOB"},"103":{"body":"MATCH returns TRUE if the value on the left contains the value on the right, at the top level. Note that a top-level array to the right of the MATCH refers to a set of values that all need to match, not a literal array. The following expressions return TRUE: SELECT 'foo' MATCH 'foo';\nSELECT [1, 2, 3] MATCH [3, 1];\nSELECT {user: 'foo', age: 42} MATCH {age: 42};\nSELECT {a: [1, 2, {c: 3, x: 4}], c: 'b'} MATCH {a: [{x: 4}, 1]}; The following expressions return FALSE: SELECT [1, 2, [1, 3]] MATCH [1, 3];\nSELECT {foo: {bar: 'baz'}} MATCH {bar: 'baz'};\nSELECT {a: [1, 2, {c: 3, x: 4}], c: 'b'} MATCH {a: [{x: 4}, 3]}; NOTE: The @> operator is a synonym for MATCH. It is provided as a convenience for users accustomed to the equivalent JSON Containment Operator in Postgres . It also has a symmetric operator, <@, which returns TRUE if the value on the right contains the value on the left, at the top level. No symmetric keyword exists for MATCH.","breadcrumbs":"SQL Reference » Operators » MATCH (Containment)","id":"103","title":"MATCH (Containment)"},"104":{"body":"SOME is a synonym for ANY. ANY qualifies a subquery by comparing a single column or literal value with the result of that subquery. ANY is used in the form <expression> <operator> ANY (<subquery>). It returns true if the subquery returns a one or more values for which the operator is true. The operator must return a boolean and the subquery must return a single column. SELECT 1500 < SOME (SELECT price FROM products);","breadcrumbs":"SQL Reference » Operators » ANY, SOME","id":"104","title":"ANY, SOME"},"105":{"body":"ALL qualifies a subquery by comparing a single column or literal value with the result of that subquery. ALL is used in the form <expression> <operator> ALL (<subquery>). It returns true only if all values returned by the subquery are true for the operator provided. The operator must return a boolean and the subquery must return a single column. SELECT \"ok\" = ALL (SELECT status_code FROM statuses);","breadcrumbs":"SQL Reference » Operators » ALL","id":"105","title":"ALL"},"106":{"body":"EXISTS returns TRUE if the subquery which follows it returns at least one row. SELECT name FROM products WHERE EXISTS (SELECT 1 FROM coupons WHERE name = products.name);","breadcrumbs":"SQL Reference » Operators » EXISTS","id":"106","title":"EXISTS"},"107":{"body":"The standard SQL IN clause can be used to test lists and subqueries for containment of a value. SELECT * FROM products WHERE price IN (5.00, 5.99);\nSELECT * FROM products WHERE price IN (SELECT price FROM coupons); NOTE: Use MATCH to test for containment of a value in an array.","breadcrumbs":"SQL Reference » Operators » IN","id":"107","title":"IN"},"108":{"body":"The standard SQL NOT IN clause can be used to test lists and subqueries for absence of a value. SELECT * FROM products WHERE price NOT IN (5.00, 5.99);\nSELECT * FROM products WHERE price NOT IN (SELECT price FROM coupons); NOTE: Use MATCH to test for absence of a value in an array.","breadcrumbs":"SQL Reference » Operators » NOT IN","id":"108","title":"NOT IN"},"109":{"body":"The || operator concatenates two strings or arrays supplied as arguments. When concatenating to an array element: other elements, arrays, and blobs are accepted as the second argument. When concatenating to an array: arrays, blobs, and array elements are accepted as the second argument. Elements other than strings are cast to strings when concatenated with each other. Multiple operators can be chained together. SELECT \"Hello\" || \"World\";\nSELECT [1, 2, 3] || [4, 5, 6];\nSELECT 1 || 2;\nSELECT \"Hello\" || [\"World\"];\nSELECT [\"Hello\"] || \"World\";\nSELECT \"Hello\" || \"World\" || \"And\" || \"Friends\"; The Concatenation Operator is equivalent to the CONCAT function .","breadcrumbs":"SQL Reference » Operators » || (Concatenation)","id":"109","title":"|| (Concatenation)"},"11":{"body":"You can use any of these tools (or any other HTTP client you prefer) for the rest of this tutorial.","breadcrumbs":"Tutorial » Try It! » Learning Endb SQL","id":"11","title":"Learning Endb SQL"},"110":{"body":"","breadcrumbs":"SQL Reference » Operators » Vector Operators","id":"110","title":"Vector Operators"},"111":{"body":"At the moment, Endb performs exact nearest neighbor search, which provides perfect recall. Endb may support approximate vector indexes in the future, which trade accuracy for speed.","breadcrumbs":"SQL Reference » Operators » Indexing","id":"111","title":"Indexing"},"112":{"body":"The L2 Distance operator (<->) compares two vectors by Euclidean distance . It is symmetrical to the L2_DISTANCE function. SELECT * FROM (VALUES ([0,0,0]), ([1,2,3]), ([1,1,1]), (NULL), ([1,2,4])) AS t(val) WHERE val NOT NULL ORDER BY t.val <-> [3,3,3];\n-- [{'val': [1, 2, 3]},\n-- {'val': [1, 2, 4]},\n-- {'val': [1, 1, 1]},\n-- {'val': [0, 0, 0]}]","breadcrumbs":"SQL Reference » Operators » <-> (L2 or Euclidean Distance)","id":"112","title":"<-> (L2 or Euclidean Distance)"},"113":{"body":"The Cosine Distance operator (<=>) compares two vectors by the complement of their Cosine Similarity . It is symmetrical to the COSINE_DISTANCE function. SELECT val FROM (VALUES ([0,0,0]), ([1,2,3]), ([1,1,1]), ([1,2,4])) AS t(val) WHERE t.val <=> [3,3,3] NOT NULL ORDER BY t.val <=> [3,3,3];\n-- [{'val': [1, 1, 1]},\n-- {'val': [1, 2, 3]},\n-- {'val': [1, 2, 4]}]","breadcrumbs":"SQL Reference » Operators » <=> (Cosine Distance)","id":"113","title":"<=> (Cosine Distance)"},"114":{"body":"The Inverse Inner Product operator (<#>) compares two vectors by the inverse of their Inner Product . It is the inverse of the INNER_PRODUCT function. SELECT val FROM (VALUES ([0,0,0]), ([1,2,3]), ([1,1,1]), (NULL), ([1,2,4])) AS t(val) WHERE val IS NOT NULL ORDER BY t.val <#> [3,3,3];\n-- [{'val': [1, 2, 4]},\n-- {'val': [1, 2, 3]},\n-- {'val': [1, 1, 1]},\n-- {'val': [0, 0, 0]}]","breadcrumbs":"SQL Reference » Operators » <#> (Inverse Inner Product)","id":"114","title":"<#> (Inverse Inner Product)"},"115":{"body":"","breadcrumbs":"SQL Reference » Functions » Functions","id":"115","title":"Functions"},"116":{"body":"","breadcrumbs":"SQL Reference » Functions » String Functions","id":"116","title":"String Functions"},"117":{"body":"The CHARACTER_LENGTH function returns the number of unicode characters in a string. SELECT CHARACTER_LENGTH('josé');\n-- 4 SELECT CHARACTER_LENGTH('❤️🥫');\n-- 3","breadcrumbs":"SQL Reference » Functions » CHARACTER_LENGTH","id":"117","title":"CHARACTER_LENGTH"},"118":{"body":"The OCTET_LENGTH function returns the length of a string, in bytes (octets). SELECT OCTET_LENGTH('josé');\n-- 5 SELECT OCTET_LENGTH('❤️🥫');\n-- 10","breadcrumbs":"SQL Reference » Functions » OCTET_LENGTH","id":"118","title":"OCTET_LENGTH"},"119":{"body":"The TRIM, LTRIM, and RTRIM functions trim surrounding whitespace, whitespace to the left, and whitespace to the right of a string, respectively. SELECT TRIM(' hello ');\n-- 'hello' SELECT LTRIM(' hello ');\n-- 'hello ' SELECT RTRIM(' hello ');\n-- ' hello'","breadcrumbs":"SQL Reference » Functions » TRIM, LTRIM, RTRIM","id":"119","title":"TRIM, LTRIM, RTRIM"},"12":{"body":"If you know SQL, Endb SQL will feel instantly familiar. It is not \"SQL-like\". It is SQL. However, Endb SQL is dynamic , strongly-typed , time-aware , and shuns language embedding . Hopefully it is pleasant to use without feeling foreign.","breadcrumbs":"Tutorial » Endb SQL Basics » Endb SQL Basics","id":"12","title":"Endb SQL Basics"},"120":{"body":"The LOWER and UPPER functions downcase and upcase a string, respectively. SELECT LOWER('Relatable Algebra');\n-- 'relatable algebra' SELECT UPPER('Shouting Calculus');\n-- 'SHOUTING CALCULUS'","breadcrumbs":"SQL Reference » Functions » LOWER, UPPER","id":"120","title":"LOWER, UPPER"},"121":{"body":"The REPLACE function returns the string in the first parameter, with the second parameter (if found) replaced by the third. SELECT REPLACE('Relatable Algebra', 'Rela', 'Infla');","breadcrumbs":"SQL Reference » Functions » REPLACE","id":"121","title":"REPLACE"},"122":{"body":"The INSTR function returns the first character of a substring match on the second parameter, if found, and 0 if it is not found. SELECT INSTR('Coffee', 'ee');","breadcrumbs":"SQL Reference » Functions » INSTR","id":"122","title":"INSTR"},"123":{"body":"The SUBSTRING function returns the substring starting from the index provided as the second parameter. If the (optional) third parameter is provided, the substring will be of that length (or less, if the end of the source string is reached). SUBSTR is a synonym for SUBSTRING. SELECT SUBSTRING('Hello Edgar', 4);\nSELECT SUBSTR('Hello Edgar', 4, 2);","breadcrumbs":"SQL Reference » Functions » SUBSTRING","id":"123","title":"SUBSTRING"},"124":{"body":"The POSITION pseudo-function returns the first position of the first character of the first matched substring in another string. If the substring is not detected, POSITION returns 0. SELECT POSITION(\"h\" IN \"Hawaii\");\nSELECT POSITION(\"i\" IN \"Hawaii\");\nSELECT POSITION(\"Ha\" IN \"Hawaii\"); NOTE: POSITION is a \"pseudo-function\" because internally it uses custom syntax of the form <substring> IN <string>.","breadcrumbs":"SQL Reference » Functions » POSITION","id":"124","title":"POSITION"},"125":{"body":"The UNICODE function returns an integer unicode value for the first character of the parameter given. SELECT UNICODE('Adam');","breadcrumbs":"SQL Reference » Functions » UNICODE","id":"125","title":"UNICODE"},"126":{"body":"The CHAR function returns a string corresponding to the supplied integer character codes. SELECT CHAR(65, 66, 67);","breadcrumbs":"SQL Reference » Functions » CHAR","id":"126","title":"CHAR"},"127":{"body":"CONCAT is equivalent to the Concatenation Operator (||) except that CONCAT is limited to 2-arity applications and || can be chained.","breadcrumbs":"SQL Reference » Functions » CONCAT","id":"127","title":"CONCAT"},"128":{"body":"The LIKE function serves the same purpose as the LIKE operator . However, the argument order is (effectively) reversed for the LIKE function, to match the signature used in SQLite. For the function version, the pattern is the first argument. Optionally, an alternative escape character can be provided as a third argument. SELECT * FROM users WHERE LIKE('Stev%', name);\nSELECT * FROM users WHERE LIKE('EdgarX%', name, 'X');","breadcrumbs":"SQL Reference » Functions » LIKE","id":"128","title":"LIKE"},"129":{"body":"","breadcrumbs":"SQL Reference » Functions » Collection Functions","id":"129","title":"Collection Functions"},"13":{"body":"Endb is a schemaless document database. You do not need CREATE TABLE — tables are dynamically created when you insert data. The following SQL is valid as soon as you start endb: INSERT INTO posts (id, user_id, text) VALUES (123, 456, 'Hello World'); Try querying it out: SELECT * FROM posts;","breadcrumbs":"Tutorial » Endb SQL Basics » Just Begin","id":"13","title":"Just Begin"},"130":{"body":"The LENGTH function counts the number of entries in a collection. When supplied with a string, it is a synonym for CHARACTER_LENGTH. SELECT LENGTH([3, 2]);\nSELECT LENGTH({name: 'Peas', price: 8.99, product_no: 77});\nSELECT LENGTH('josé'); NOTE: CARDINALITY is an synonym for LENGTH.","breadcrumbs":"SQL Reference » Functions » LENGTH","id":"130","title":"LENGTH"},"131":{"body":"An object's keys can be selected using OBJECT_KEYS. SELECT OBJECT_KEYS({original_price: 1.99, sale_price: 1.50, coupon_price: 1.40});","breadcrumbs":"SQL Reference » Functions » OBJECT_KEYS","id":"131","title":"OBJECT_KEYS"},"132":{"body":"An object's values can be selected using OBJECT_VALUES. SELECT OBJECT_VALUES({original_price: 1.99, sale_price: 1.50, coupon_price: 1.40});","breadcrumbs":"SQL Reference » Functions » OBJECT_VALUES","id":"132","title":"OBJECT_VALUES"},"133":{"body":"Returns an array of key-value pairs representing the given object. SELECT OBJECT_ENTRIES({a: 1, b: 2, c: 3});\n-- [['a': 1], ['b': 2], ['c': 3]]","breadcrumbs":"SQL Reference » Functions » OBJECT_ENTRIES","id":"133","title":"OBJECT_ENTRIES"},"134":{"body":"Constructs an object from an array of key-value pairs. SELECT OBJECT_FROM_ENTRIES([['a', 1], ['b', 2], ['c', 3]]);\n-- {a: 1, b: 2, c: 3}","breadcrumbs":"SQL Reference » Functions » OBJECT_FROM_ENTRIES","id":"134","title":"OBJECT_FROM_ENTRIES"},"135":{"body":"The PATCH function takes two documents. The document returned is the first document \"patched\" with any fields found in the second document. If the second document does not specify a field, that field is left untouched. If the second document specifies any fields with values of NULL, those fields are removed. SELECT PATCH( {name: 'Salt', nutrition: {sodium: 100, ingredients: 'Kosher Salt'}}, {name: 'Sea Salt', nutrition: {ingredients: NULL}}\n); The PATCH function has an equivalent operator for data manipulation: UPDATE PATCH","breadcrumbs":"SQL Reference » Functions » PATCH","id":"135","title":"PATCH"},"136":{"body":"Table Value Functions are only valid within the FROM clause.","breadcrumbs":"SQL Reference » Functions » Table Value Functions","id":"136","title":"Table Value Functions"},"137":{"body":"The UNNEST function can be thought of as the inverse of ARRAY_AGG , although it offers more power than just unlinking elements. It takes an array or object and pulls its elements into separate rows. SELECT * FROM UNNEST([1.99, 2.99, 3.99]) AS products(price); It is possible to unnest multiple arrays. If the arrays do not have the same number of elements, the shorter array(s) will have those values filled with NULL: SELECT names.* FROM (VALUES (['Leslie', 'Edgar', 'fiver2'], ['Lamport', 'Codd'])) AS x(first, last), UNNEST(x.first, x.last) AS names(first, last); When unnesting an object, keys-value pairs will be returned as per object_entries . This behaviour is useful for manipulating collections: SELECT * FROM UNNEST({original_price: 1.99, sale_price: 1.50, coupon_price: 1.40}) AS prices(price);\n-- [{'price': ['sale_price', 1.5]},\n-- {'price': ['coupon_price', 1.4]},\n-- {'price': ['original_price', 1.99]}] Unnesting nested data from a queried table is done with the form FROM <table>, UNNEST(<table>.<column>) AS foo(new_column). For example: INSERT INTO msgs {text: \"Here is some classic material\", user: \"George\", workday: 2024-02-25, media: [{type: \"image\", src: \"dsm.png\"}, {type: \"video\", src: \"vldb.mp4\"}]}; WITH m AS (SELECT * FROM msgs, UNNEST(msgs.media) AS m(media))\nSELECT media FROM m WHERE media..type MATCH 'video'; WITH ORDINALITY UNNEST can be suffixed with WITH ORDINALITY to append an ordinal column to the results. SELECT * FROM UNNEST([1.99, 2.99, 3.99]) WITH ORDINALITY AS products(price, n);\n-- [{'n': 0, 'price': 1.99}, {'n': 1, 'price': 2.99}, {'n': 2, 'price': 3.99}] NOTE: Endb ordinals are zero-indexed.","breadcrumbs":"SQL Reference » Functions » UNNEST","id":"137","title":"UNNEST"},"138":{"body":"The GENERATE_SERIES function generates an array of numbers within a given interval. The first and second parameters are the start and end of the interval. The optional third parameter is a step value by which to increment each number. The result is returned as a single anonymous column (with the default name, column1) containing the array. SELECT * FROM GENERATE_SERIES(0, 21) AS t(s);\nSELECT * FROM GENERATE_SERIES(0, 21, 3) AS t(s); It is possible to use the result of GENERATE_SERIES in other SQL expressions, like IN: SELECT * FROM products WHERE product_no IN (SELECT column1 FROM generate_series(1000, 20000) AS foo);","breadcrumbs":"SQL Reference » Functions » GENERATE_SERIES","id":"138","title":"GENERATE_SERIES"},"139":{"body":"","breadcrumbs":"SQL Reference » Functions » Numeric Functions","id":"139","title":"Numeric Functions"},"14":{"body":"Endb is immutable, so it does not permit destructive UPDATE or DELETE. For example, if you run an UPDATE, your previous INSERT isn't lost. Before we update the record, we'll make note of the current time, according to the database. (Any time after the INSERT and before the UPDATE would suffice.) -- make note of this time to use below\nSELECT CURRENT_TIMESTAMP; Multiple statements can be separated by semicolons. This time, we'll update the record and view it at once: UPDATE posts SET text = 'Hello Immutable World' WHERE id = 123; SELECT * from posts; You'll note that Hello World from your original insert isn't visible. That's because it only exists in the past and, by default, SELECT will show the state of the database as of now . To see the old version, you can time-travel back to a time when the old record was visible. Copy the timestamp you noted, without the quotes, something like SELECT * from posts FOR SYSTEM_TIME AS OF 2024-01-01T00:00:00.000000Z;: SELECT * from posts FOR SYSTEM_TIME AS OF {YOUR_NOTED_TIMESTAMP}; NOTE: Although there is no destructive DELETE in an immutable database, there is ERASE, which exists to remove data for user safety and compliance with laws like GDPR.","breadcrumbs":"Tutorial » Endb SQL Basics » Immutable","id":"14","title":"Immutable"},"140":{"body":"The RANDOM function returns a random integer. SELECT RANDOM();","breadcrumbs":"SQL Reference » Functions » RANDOM","id":"140","title":"RANDOM"},"141":{"body":"Endb provides standard SQL math functions based on SQLite's collection of math functions: ROUND SIN COS TAN SINH COSH TANH ASIN ACOS ATAN ASINH ACOSH ATANH ATAN2 FLOOR CEILING, CEIL SIGN SQRT EXP POWER, POW LOG, LOG10 LOG2 LN DEGREES RADIANS PI ABS NOTE: Endb follows the choice of most SQL databases and aliases LOG to LOG10 rather than LN (natural log), as specified by the SQL standard. NOTE: Mathematical operators are documented under Operators .","breadcrumbs":"SQL Reference » Functions » Math","id":"141","title":"Math"},"142":{"body":"","breadcrumbs":"SQL Reference » Functions » Date/Time Functions","id":"142","title":"Date/Time Functions"},"143":{"body":"The STRFTIME function formats a date or time value as a string. SELECT strftime('%Y/%m/%d', date('2001-01-01'));\nSELECT strftime('%Y %m %d at %H %M %S', datetime('2001-01-01 03:04:05'));","breadcrumbs":"SQL Reference » Functions » STRFTIME","id":"143","title":"STRFTIME"},"144":{"body":"The UNIXEPOCH function returns the number of seconds since the UNIX epoch. Accepts a DATE, TIMESTAMP, or STRING. SELECT UNIXEPOCH('2023-01-01');\nSELECT UNIXEPOCH(1970-01-01T00:00:00Z);","breadcrumbs":"SQL Reference » Functions » UNIXEPOCH","id":"144","title":"UNIXEPOCH"},"145":{"body":"The JULIANDAY function returns the Julian Day, which is the number of days since noon in UTC on November 24, 4714 B.C. Accepts a DATE, TIMESTAMP, or STRING. SELECT JULIANDAY(1970-01-01);","breadcrumbs":"SQL Reference » Functions » JULIANDAY","id":"145","title":"JULIANDAY"},"146":{"body":"The EXTRACT pseudo-function provides a way to access one named, numerical portion of a date, time, or timestamp. Portions of dates can only be extracted from dates or timestamps. Portions of times can only be extracted from timestamps or times. SELECT EXTRACT(YEAR FROM CURRENT_DATE);\nSELECT EXTRACT(MONTH FROM CURRENT_DATE);\nSELECT EXTRACT(DAY FROM CURRENT_TIMESTAMP);\nSELECT EXTRACT(HOUR FROM CURRENT_TIMESTAMP);\nSELECT EXTRACT(MINUTE FROM CURRENT_TIME);\nSELECT EXTRACT(SECOND FROM CURRENT_TIME); NOTE: EXTRACT is a \"pseudo-function\" because internally it uses custom syntax of the form <named-portion> FROM <date>.","breadcrumbs":"SQL Reference » Functions » EXTRACT","id":"146","title":"EXTRACT"},"147":{"body":"The PERIOD function creates a new Period . It is equivalent to using Period literals. PERIOD(2001-04-01T00:00:00Z, 2001-05-01)","breadcrumbs":"SQL Reference » Functions » PERIOD","id":"147","title":"PERIOD"},"148":{"body":"","breadcrumbs":"SQL Reference » Functions » Aggregate Functions","id":"148","title":"Aggregate Functions"},"149":{"body":"The MIN and MAX functions return the minimum and maximum values for an expression, respectively. SELECT MIN(price) FROM products;\nSELECT MAX(price) FROM products; NOTE: MIN and MAX also have non-aggregate equivalents, which are 2-arity. When used that way, they each return the minimum or maximum value of the two values provided.","breadcrumbs":"SQL Reference » Functions » MIN, MAX","id":"149","title":"MIN, MAX"},"15":{"body":"Relationships are also dynamic. You can join any two tables on any two columns. Adding a user with id 456 allows a join with the previous posts table. INSERT INTO users (id, name) VALUES (456, 'Vikram'); SELECT * from posts p JOIN users u ON p.user_id = u.id;","breadcrumbs":"Tutorial » Endb SQL Basics » Dynamic Joins","id":"15","title":"Dynamic Joins"},"150":{"body":"The SUM function returns the sum of all non-null values under the column given as a parameter. SELECT SUM(price) FROM products; If all values for the given column are NULL, SUM returns NULL.","breadcrumbs":"SQL Reference » Functions » SUM","id":"150","title":"SUM"},"151":{"body":"The TOTAL function is equivalent to SUM except that it returns 0.0 in the case where all input values are NULL.","breadcrumbs":"SQL Reference » Functions » TOTAL","id":"151","title":"TOTAL"},"152":{"body":"The AVG function takes a numerical-type-agnostic average of all values under the column given as a parameter. SELECT AVG(price) FROM products;","breadcrumbs":"SQL Reference » Functions » AVG","id":"152","title":"AVG"},"153":{"body":"The COUNT function returns the count of non-null , non-empty values for the specified column. SELECT COUNT(price) FROM sales; NOTE: Because null/empty values are ignored, the behaviour of COUNT will differ from other SQL dialects. Whether or not COUNT(price) and COUNT(1) are equivalent is dependent on whether the price attribute exists with a non-null value on each document.","breadcrumbs":"SQL Reference » Functions » COUNT","id":"153","title":"COUNT"},"154":{"body":"The ARRAY_AGG function concatenates the results of an expression into an array. The parameter may be ordered within ARRAY_AGG. SELECT ARRAY_AGG(price) FROM products;\nSELECT ARRAY_AGG(name ORDER BY price DESC) FROM products; Note that when operating on arrays, the arrays themselves will be concatenated, not the contents of the arrays. The result will be an array of one higher dimension: SELECT ARRAY_AGG(x.column1) FROM (VALUES ([1,2]), ([3,4])) AS x;\n-- [{'column1': [[1, 2], [3, 4]]}]","breadcrumbs":"SQL Reference » Functions » ARRAY_AGG","id":"154","title":"ARRAY_AGG"},"155":{"body":"The GROUP_CONCAT function returns a string with concatenated non-null values from a column or group. Given a second parameter, It defaults to a comma-delimited list, but the second (optional) parameter can override the delimiter. SELECT GROUP_CONCAT(name) FROM products;\nSELECT GROUP_CONCAT(name, ':') FROM products;","breadcrumbs":"SQL Reference » Functions » GROUP_CONCAT","id":"155","title":"GROUP_CONCAT"},"156":{"body":"All aggregate functions can have a filter applied before aggregation. SELECT SUM(price) FILTER(WHERE price > 20) FROM products;","breadcrumbs":"SQL Reference » Functions » FILTER","id":"156","title":"FILTER"},"157":{"body":"","breadcrumbs":"SQL Reference » Functions » Data Type Functions","id":"157","title":"Data Type Functions"},"158":{"body":"The CAST function forces a value into a particular data type. Note that not all types are cast-compatible with each other. SELECT CAST(price AS INTEGER) FROM products;","breadcrumbs":"SQL Reference » Functions » CAST","id":"158","title":"CAST"},"159":{"body":"The TYPEOF function returns the type of the provided value. SELECT TYPEOF('hi2u');\nSELECT TYPEOF(1.12345678901234);\nSELECT TYPEOF(2018-01-01T00:00:00);","breadcrumbs":"SQL Reference » Functions » TYPEOF","id":"159","title":"TYPEOF"},"16":{"body":"Endb allows you to insert asymmetrical, jagged data. Let's add another user with more columns. INSERT INTO users (id, name, email) VALUES (789, 'Daniela', 'daniela@endatabas.com'); SELECT * from users; Note that the SELECT * is an implicitly dynamic query. It doesn't have any difficulty with the previous user document, even though it lacked an email column. In practice, most applications and SQL queries should specify exactly the columns they want to query. SELECT * is really only for exploratory queries, so it shows you everything visible in the table.","breadcrumbs":"Tutorial » Endb SQL Basics » Semi-Structured Data","id":"16","title":"Semi-Structured Data"},"160":{"body":"","breadcrumbs":"SQL Reference » Functions » Conditional Functions","id":"160","title":"Conditional Functions"},"161":{"body":"The IIF function is a conditional shorthand. It returns the second parameter if the condition is true and the third parameter if the condition is false. SELECT IIF(price > 5.99, 'Expensive!', 'Cheap') FROM products;","breadcrumbs":"SQL Reference » Functions » IIF","id":"161","title":"IIF"},"162":{"body":"The NULLIF function returns TRUE if the two supplied expressions are equal. SELECT NULLIF(1, 1);\nSELECT NULLIF(1, 'zig');","breadcrumbs":"SQL Reference » Functions » NULLIF","id":"162","title":"NULLIF"},"163":{"body":"The COALESCE function returns its first non-null argument. The following example returns 'zig': SELECT COALESCE(NULL, NULL, 'zig', 'zag');","breadcrumbs":"SQL Reference » Functions » COALESCE","id":"163","title":"COALESCE"},"164":{"body":"","breadcrumbs":"SQL Reference » Functions » Encoding Functions","id":"164","title":"Encoding Functions"},"165":{"body":"The BASE64 function takes a hexadecimal-encoded BLOB and returns a base64-encoded string, or vice-versa. BASE64 roundtrips its own data. There is therefore no BLOBFROMBASE64 function. SELECT BASE64(x'010203');\nSELECT BASE64('AQID');","breadcrumbs":"SQL Reference » Functions » BASE64","id":"165","title":"BASE64"},"166":{"body":"The UUID function returns a universally-unique identifier, as a string. The UUID_BLOB function takes a string UUID and returns a BLOB. The UUID_STR function takes a BLOB UUID and returns a string. When given a parameter of their return type, UUID_BLOB and UUID_STR will format the UUID provided. SELECT UUID();\nSELECT UUID_BLOB('d2ce21c9-d268-409a-b1e0-49e1200bfa47');\nSELECT UUID_STR(x'd2ce21c9d268409ab1e049e1200bfa47'); -- formatting:\nSELECT UUID_BLOB(x'd2ce21c9d268409ab1e049e1200bfa47');\nSELECT UUID_STR('d2ce21c9d268409ab1e049e1200bfa47');","breadcrumbs":"SQL Reference » Functions » UUID","id":"166","title":"UUID"},"167":{"body":"The SHA1 function takes either a hexadecimal-encoded BLOB, a string, or a number. It returns the SHA-1 encoding of that value. SELECT SHA1('2');","breadcrumbs":"SQL Reference » Functions » SHA1","id":"167","title":"SHA1"},"168":{"body":"The RANDOMBLOB function returns a random binary large object of the size given, in bytes. The ZEROBLOB function returns a zeroed-out binary large object of the size given, in bytes. SELECT RANDOMBLOB(32);\nSELECT ZEROBLOB(32);","breadcrumbs":"SQL Reference » Functions » RANDOMBLOB, ZEROBLOB","id":"168","title":"RANDOMBLOB, ZEROBLOB"},"169":{"body":"The HEX function takes a BLOB (or coerces its argument into a UTF-8 string, which in turn is interpreted as a BLOB) and turns the BLOB into an upper-case hexadecimal string. The UNHEX function takes a hexadecimal string and turns it into a BLOB. The hexadecimal string provided must contain character pairs . UNHEX takes an optional second parameter: a string containing non-hexadecimal characters to be ignored in the first parameter. If non-hexadecimal characters are found in the first parameter but not ignored in the second parameter, UNHEX returns NULL. SELECT HEX(15);\n-- '3135' SELECT UNHEX('3135');\n-- b'15' SELECT UNHEX('3135ZZ', 'Z');\n-- b'15' SELECT UNHEX('3135ZZ', 'M');\n-- NULL","breadcrumbs":"SQL Reference » Functions » HEX, UNHEX","id":"169","title":"HEX, UNHEX"},"17":{"body":"It may seem strange to leave jagged columns lying around. Endb doesn't discourage you from cleaning up your data, if you can: UPDATE users SET email = 'vikram@stockholm.se' WHERE name = 'Vikram'; SELECT * from users; The difference in Endb is that we haven't \"migrated\" the old data — it's still there. If you query for Vikram's user document as of 2 minutes ago, you will see the old record without an email. Queries in Endb always default to as-of-now , which is why the results of the query above shouldn't be surprising.","breadcrumbs":"Tutorial » Endb SQL Basics » Data \"Migration\"","id":"17","title":"Data \"Migration\""},"170":{"body":"","breadcrumbs":"SQL Reference » Functions » Vector Functions","id":"170","title":"Vector Functions"},"171":{"body":"At the moment, Endb performs exact nearest neighbor search, which provides perfect recall. Endb may support approximate vector indexes in the future, which trade accuracy for speed.","breadcrumbs":"SQL Reference » Functions » Indexing","id":"171","title":"Indexing"},"172":{"body":"The L2_DISTANCE function returns the Euclidean distance between two vectors. It is symmetrical to the <-> operator. SELECT L2_DISTANCE([-0.7888,-0.7361,-0.6208,-0.5134,-0.4044], [0.8108,0.6671,0.5565,0.5449,0.4466]);\n-- [{'column1': 2.7853052938591847}]","breadcrumbs":"SQL Reference » Functions » L2_DISTANCE","id":"172","title":"L2_DISTANCE"},"173":{"body":"The COSINE_DISTANCE function returns the complement of Cosine Similarity for two vectors. It is symmetrical to the <=> operator. SELECT COSINE_DISTANCE([-0.7888,-0.7361,-0.6208,-0.5134,-0.4044], [0.8108,0.6671,0.5565,0.5449,0.4466]);\n-- [{'column1': 1.9970250541178656}]","breadcrumbs":"SQL Reference » Functions » COSINE_DISTANCE","id":"173","title":"COSINE_DISTANCE"},"174":{"body":"The INNER_PRODUCT function returns the Inner Product of two vectors. It is inverse of the <#> operator. SELECT INNER_PRODUCT([1,2], [3,4]);\n-- [{'column1': 11.0}]","breadcrumbs":"SQL Reference » Functions » INNER_PRODUCT","id":"174","title":"INNER_PRODUCT"},"175":{"body":"To make best use of Time Queries, it is a good idea to review the time-related SQL data types, such as TIMESTAMP, DATE, TIME, and INTERVAL. These are covered in the SQL Data Types section. It is also a good idea to review Endb's other time-related functions, in case they are helpful to you: STRFTIME UNIXEPOCH JULIANDAY","breadcrumbs":"SQL Reference » Time Queries » Time Queries","id":"175","title":"Time Queries"},"176":{"body":"All Endb temporal predicates (CONTAINS, OVERLAPS, PRECEDES, SUCCEEDS, IMMEDIATELY PRECEDES, and IMMEDIATELY SUCCEEDS) follow the SQL:2011 standard's \"closed-open period model\". This means that a period represents all times starting from (and including) the start time up to (but excluding) the end time.","breadcrumbs":"SQL Reference » Time Queries » Note on SQL:2011 closed-open period model","id":"176","title":"Note on SQL:2011 closed-open period model"},"177":{"body":"Endb currently only supports times encoded as UTC.","breadcrumbs":"SQL Reference » Time Queries » Note on timezones","id":"177","title":"Note on timezones"},"178":{"body":"Endb provides access to the current value of the clock \"now\" in multiple date/time configurations.","breadcrumbs":"SQL Reference » Time Queries » Now","id":"178","title":"Now"},"179":{"body":"CURRENT_TIMESTAMP gets the current date and time in UTC. SELECT CURRENT_TIMESTAMP;","breadcrumbs":"SQL Reference » Time Queries » CURRENT_TIMESTAMP","id":"179","title":"CURRENT_TIMESTAMP"},"18":{"body":"Endb eschews JSONB columns in favour of a native, strongly-typed, document-relational model. INSERT INTO users (id, name, friends)\nVALUES (123, 'Anastasia', [{name: 'Heikki', country: 'Finland'}, {name: 'Amit', country: 'Japan'}]); SELECT users.friends[1] FROM users WHERE id = 123; The users.friends[1] expression above is a path expression . A detailed explanation of Endb's path navigation is provided in the SQL Reference Path Navigation docs .","breadcrumbs":"Tutorial » Endb SQL Basics » Nested Data","id":"18","title":"Nested Data"},"180":{"body":"CURRENT_TIME gets the current time in UTC. SELECT CURRENT_TIME;","breadcrumbs":"SQL Reference » Time Queries » CURRENT_TIME","id":"180","title":"CURRENT_TIME"},"181":{"body":"CURRENT_DATE gets the current date in UTC. Note that this may be different from your local date, depending on the time of day when your query is run. SELECT CURRENT_DATE;","breadcrumbs":"SQL Reference » Time Queries » CURRENT_DATE","id":"181","title":"CURRENT_DATE"},"182":{"body":"All states an Endb database has ever seen are recorded, immutably. Accessing these prior states is accomplished by querying System Time. System Time is encoded in a special column, which is normally invisible to most queries, named system_time (lower case). Because system_time is invisible by default, it must be retrieved explicitly: SELECTT *, system_time FROM products;","breadcrumbs":"SQL Reference » Time Queries » System Time","id":"182","title":"System Time"},"183":{"body":"Endb permits time-traveling queries with the SQL:2011-compatible AS OF operator. The query will treat the DATE or TIMESTAMP supplied after AS OF as if it were that time now . SELECT * FROM products FOR SYSTEM_TIME AS OF 2023-08-25T00:00:00;","breadcrumbs":"SQL Reference » Time Queries » AS OF (Time Travel)","id":"183","title":"AS OF (Time Travel)"},"184":{"body":"Endb permits time-omniscient queries with the SQL:2011-compatible ALL operator. All states, across the entire history of the relevant tables, are visible to a query suffixed with FOR SYSTEM_TIME ALL: SELECT * FROM products FOR SYSTEM_TIME ALL;","breadcrumbs":"SQL Reference » Time Queries » ALL (Time Omniscience)","id":"184","title":"ALL (Time Omniscience)"},"185":{"body":"The syntax for time-aware BETWEEN is the same as the normal BETWEEN operator . Inspect System Time with the form FOR SYSTEM_TIME BETWEEN x AND y. SELECT * FROM products FOR SYSTEM_TIME BETWEEN 2023-08-24T00:00:00 AND 2023-08-25T00:00:00;","breadcrumbs":"SQL Reference » Time Queries » BETWEEN","id":"185","title":"BETWEEN"},"186":{"body":"Selects rows which fall between the two times, similar to BETWEEN, but is exclusive of both the start and end times. SELECT * FROM products FOR SYSTEM_TIME FROM 2023-08-24T00:00:00 TO 2023-08-30T00:00:00;","breadcrumbs":"SQL Reference » Time Queries » FROM ... TO","id":"186","title":"FROM ... TO"},"187":{"body":"The standard SQL:2011 period predicates are available.","breadcrumbs":"SQL Reference » Time Queries » Period Predicates","id":"187","title":"Period Predicates"},"188":{"body":"Returns TRUE if the second period is contained within the first. SELECT {start: 2001-01-01, end: 2001-04-01} CONTAINS {start: 2001-02-01, end: 2001-04-01};","breadcrumbs":"SQL Reference » Time Queries » CONTAINS","id":"188","title":"CONTAINS"},"189":{"body":"Returns TRUE if any part of the first period is found within the second. SELECT {start: 2001-01-01, end: 2001-03-01} OVERLAPS {start: 2001-02-01, end: 2001-04-01};","breadcrumbs":"SQL Reference » Time Queries » OVERLAPS","id":"189","title":"OVERLAPS"},"19":{"body":"Because of Endb's native document-relational model, rows are documents and vice-versa. You can use an INSERT statement to add a document directly to the database: INSERT INTO users {id: 890, name: 'Aaron', friends: [{name: 'Jeff', country: 'Canada'}, {name: 'Kaia', country: 'Japan'}]};","breadcrumbs":"Tutorial » Endb SQL Basics » Documents","id":"19","title":"Documents"},"190":{"body":"Returns TRUE if the first period ends before the second period begins. SELECT 2001-03-01 PRECEDES [2001-04-01T00:00:00Z, 2001-05-01];","breadcrumbs":"SQL Reference » Time Queries » PRECEDES","id":"190","title":"PRECEDES"},"191":{"body":"Returns TRUE if the first period begins after the second period ends. SELECT 2001-06-01 SUCCEEDS [2001-04-01T00:00:00Z, 2001-05-01];","breadcrumbs":"SQL Reference » Time Queries » SUCCEEDS","id":"191","title":"SUCCEEDS"},"192":{"body":"Returns TRUE if the first period ends exactly as the second period begins. SELECT 2001-04-01 IMMEDIATELY PRECEDES [2001-04-01T00:00:00Z, 2001-05-01];","breadcrumbs":"SQL Reference » Time Queries » IMMEDIATELY PRECEDES","id":"192","title":"IMMEDIATELY PRECEDES"},"193":{"body":"Returns TRUE if the first period begins exactly as the second period ends. SELECT 2001-05-01 IMMEDIATELY SUCCEEDS [2001-04-01T00:00:00Z, 2001-05-01];","breadcrumbs":"SQL Reference » Time Queries » IMMEDIATELY SUCCEEDS","id":"193","title":"IMMEDIATELY SUCCEEDS"},"194":{"body":"Because Endb is schemaless and semi-structured, it offers a number of powerful path-nativation primitives inspired by JSONPath , SQL/JSON , and their derivatives in legacy relational databases. You will want to familiarize yourself with Endb's nested data types (arrays and objects) before learning about path navigation. It will also be helpful to learn about other functions and operators that are frequently helpful in conjunction with path navigation: MATCH - filter by containment ARRAY_AGG - concatenate results into an array UNNEST - pull array elements into separate rows WITH - Common Table Expressions In the examples below, most path examples are shown in the SELECT clause, but they are also valid in the WHERE clause.","breadcrumbs":"SQL Reference » Path Navigation » Path Navigation","id":"194","title":"Path Navigation"},"195":{"body":"If you are familiar with arrays and objects, try adding some nested objects to the table paths (the table name is arbitrary). INSERT INTO paths {a: 2, b: {a: 3}, c: [{a: 1}, 2]};","breadcrumbs":"SQL Reference » Path Navigation » Nested Objects","id":"195","title":"Nested Objects"},"196":{"body":"Navigating the root of any document (row) as a tree looks like standard SQL, because it is: SELECT a FROM paths; Similarly, however, it is possible to navigate documents listed in an array: SELECT [{a: 2}, {a: 3}, {b: 4}].a;\n-- [{'a': [2, 3]}] It is also possible to navigate fields of sub-documents (columns of nested rows) with further dot notation: SELECT b.a FROM paths;\n-- [{'a': 3}]","breadcrumbs":"SQL Reference » Path Navigation » Root Navigation","id":"196","title":"Root Navigation"},"197":{"body":"It is possible (and helpful) to create a row literal to represent rows returned, so they are easier to navigate. The format of a row literal is { <table>.* }: SELECT { paths.* } FROM paths; Or the shorthand: SELECT paths FROM paths; See Row Literal Data Type","breadcrumbs":"SQL Reference » Path Navigation » Row Literals","id":"197","title":"Row Literals"},"198":{"body":"The double dot (..) notation performs a \"deep scan\" by recursively walking the document to match the name given. SELECT { paths.* }..a FROM paths;\n-- [{'a': [2, 3, 1]}] SELECT b..a FROM paths;\n-- [{'a': [3]}] SELECT * FROM paths WHERE paths..a MATCH 3; -- finds a match\nSELECT * FROM paths WHERE paths..a MATCH 4; -- does not","breadcrumbs":"SQL Reference » Path Navigation » Recursive Paths","id":"198","title":"Recursive Paths"},"199":{"body":"The square bracket notation (['<NAME>']) performs a lookup of a single descendent child. SELECT { paths.* }['b']['a'] FROM paths;\n-- [{'a': 3}] SELECT b['a'] FROM paths;\n-- [{'a': 3}] Named Children can be combined with recursive paths, though the default recursive path syntax is synonymous with named children: SELECT { paths.* }..a FROM paths;\nSELECT { paths.* }..['a'] FROM paths;\nSELECT b..['a'] FROM paths;","breadcrumbs":"SQL Reference » Path Navigation » Named Child","id":"199","title":"Named Child"},"2":{"body":"This quick tutorial intends to walk you through the core aspects of Endb. By the end, you will have endb installed (if you want) and you will have used it to learn some of what it can do. Quickstart Try It! Endb SQL Basics","breadcrumbs":"Tutorial » Tutorial","id":"2","title":"Tutorial"},"20":{"body":"Endb will always do its best to provide you with meaningful error messages that point you to a solution: SELECT * FROM im_not_here;","breadcrumbs":"Tutorial » Endb SQL Basics » Error Messages","id":"20","title":"Error Messages"},"200":{"body":"The square bracket notation ([<NUMBER>]) can also perform indexed lookups of a single descendent child. SELECT { paths.* }['b'][0] FROM paths;\n-- [{'column1': {'a': 3}}] SELECT { paths.* }['c'][1] FROM paths;\n-- [{'column1': 2}] SELECT c[1] FROM paths;\n-- [{'column1': 2}] Numbered Children can be combined with recursive paths. This finds and returns all indexed values, counting backward: SELECT { paths.* }..[-1] FROM paths;\n-- [{'column1': [2]}]","breadcrumbs":"SQL Reference » Path Navigation » Numbered Child","id":"200","title":"Numbered Child"},"201":{"body":"The square bracket notation ([*]) can also perform a wildcard lookup of all descendent children. SELECT [{a: 2}, {a: 3}, {b: 4}, 5][*]; Wildcards can be combined with recursive paths. This finds and returns all values: SELECT { paths.* }..[*] FROM paths;\n-- [{'column1': [2, {'a': 3}, [{'a': 1}, 2], 3, {'a': 1}, 2, 1]}] SELECT c..[*] FROM paths;\n-- [{'column1': [{'a': 1}, 2, 1]}]","breadcrumbs":"SQL Reference » Path Navigation » Wildcard Child","id":"201","title":"Wildcard Child"},"202":{"body":"Path editing is accomplished with an extended path syntax, where each path begins with $. Endb's path editing functions are heavily inspired by SQLite's JSON Functions . Path editing functions add functionality ($, #) to a subset Endb's normal path navigation syntax: path editing functions do not support recursion or wildcards. Path editing functions are available to UPDATE ... SET and UPDATE ... UNSET/REMOVE .","breadcrumbs":"SQL Reference » Path Navigation » Path Functions","id":"202","title":"Path Functions"},"203":{"body":"Takes an object, a path, and a new value. The new value will overwrite existing fields or add a new field if it doesn't already exist. SELECT path_set({a: 2, c: 4}, $.c, [97,96]);\n-- {'a': 2, 'c': [97, 96]}","breadcrumbs":"SQL Reference » Path Navigation » path_set","id":"203","title":"path_set"},"204":{"body":"Takes an object, a path, and a new value. The new value is ignored if the path does not match an existing field. SELECT path_replace({a: 2, c: 4}, $.a, 99);\n-- {'a': 99, 'c': 4} SELECT path_replace({a: 2, c: 4}, $.e, 99);\n-- {'a': 2, 'c': 4}","breadcrumbs":"SQL Reference » Path Navigation » path_replace","id":"204","title":"path_replace"},"205":{"body":"Takes an object, a path, and a new value. The new value is ignored if the path matches an existing field. SELECT path_insert({a: 2, c: 4}, $.e, 99);\n-- {'a': 2, 'c': 4, 'e': 99}","breadcrumbs":"SQL Reference » Path Navigation » path_insert","id":"205","title":"path_insert"},"206":{"body":"Takes an object and a variable number of arguments specifying which paths to remove. If a path is not found, nothing is removed for that argument. # represents the last element in a collection. SELECT path_remove([0,1,2,3,4], $[#-1], $[0]);\n-- [1, 2, 3] SELECT path_remove({x: 25, y: 42}, $.y);\n-- {'x': 25}","breadcrumbs":"SQL Reference » Path Navigation » path_remove","id":"206","title":"path_remove"},"207":{"body":"Takes an object and a variable number of path arguments. Returns the value found at each path, if any, otherwise NULL. If only a single path is provided, a scalar is returned. If multiple paths are provided, an array is returned. SELECT path_extract({a: 2, c: [4, 5, {f: 7}]}, $.c[2].f);\n-- 7 SELECT path_extract({a: 2, c: [4, 5], f: 7}, $.x, $.a);\n-- [NULL, 2]","breadcrumbs":"SQL Reference » Path Navigation » path_extract","id":"207","title":"path_extract"},"208":{"body":"Endb allows introspection of its information schema. The Endb information schema does not describe the structure of each table. Because Endb is a document database, each document (row) is responsible for its own schema. The information schema is used by Endb to describe database objects at a high level and is used for schemaless queries, such as SELECT *. Note that all information schema tables are hard-coded to lower-case names and must be queried as such.","breadcrumbs":"SQL Reference » Schema » Schema","id":"208","title":"Schema"},"209":{"body":"-> SELECT * FROM information_schema.tables;\n[{'table_catalog': None, 'table_name': 'stores', 'table_schema': 'main', 'table_type': 'BASE TABLE'}, {... 'table_name': 'products', ... }, {... 'table_name': 'sales', ... }]","breadcrumbs":"SQL Reference » Schema » Tables","id":"209","title":"Tables"},"21":{"body":"Much more detail on Endb SQL is provided in the SQL Reference .","breadcrumbs":"Tutorial » Endb SQL Basics » Learn More","id":"21","title":"Learn More"},"210":{"body":"-> SELECT * FROM information_schema.columns;\n[{'column_name': 'addresses', 'ordinal_position': 0, 'table_catalog': None, 'table_name': 'stores', 'table_schema': 'main'}, {'column_name': 'brand', ... }, {'column_name': 'price', ... }, ... ]","breadcrumbs":"SQL Reference » Schema » Columns","id":"210","title":"Columns"},"211":{"body":"-> SELECT * FROM information_schema.views;\n[{'table_catalog': None, 'table_name': 'sold_products', 'table_schema': 'main', 'view_definition': 'SELECT * FROM products p JOIN sales s ON p.id = s.p_id'}]","breadcrumbs":"SQL Reference » Schema » Views","id":"211","title":"Views"},"212":{"body":"The check_constraints table in Endb is used to store assertions . -> SELECT * FROM information_schema.check_constraints;\n[{'check_clause': \"(NOT EXISTS (SELECT * FROM users WHERE TYPEOF(email) != 'text'))\", 'constraint_catalog': None, 'constraint_name': 'string_email', 'constraint_schema': 'main'}]","breadcrumbs":"SQL Reference » Schema » Check Constraints","id":"212","title":"Check Constraints"},"213":{"body":"Endb provides basic view functionality.","breadcrumbs":"SQL Reference » Views » Views","id":"213","title":"Views"},"214":{"body":"CREATE VIEW creates a non-materialized view based on the query which follows the AS operator. Column names are listed in parentheses after the view name. CREATE VIEW simple_products(name, price) AS SELECT name, ROUND(price) FROM products; Alternatively, named columns can each immediately follow queried columns. CREATE VIEW easy_products AS SELECT name label, ROUND(price) easy_price FROM products; NOTE: To modify a view, use DROP VIEW then re-create the view with the desired columns.","breadcrumbs":"SQL Reference » Views » CREATE VIEW","id":"214","title":"CREATE VIEW"},"215":{"body":"DROP VIEW deletes a view based on its name. DROP VIEW easy_products;","breadcrumbs":"SQL Reference » Views » DROP VIEW","id":"215","title":"DROP VIEW"},"216":{"body":"","breadcrumbs":"SQL Reference » Assertions » Assertions","id":"216","title":"Assertions"},"217":{"body":"Creates a checked, deferred assertion which executes on commit for inserts and updates. Although CREATE ASSERTION (normally) refers to the table it is asserting on, that table need not exist for the assertion to be created.","breadcrumbs":"SQL Reference » Assertions » CREATE ASSERTION","id":"217","title":"CREATE ASSERTION"},"218":{"body":"CREATE ASSERTION string_email CHECK (NOT EXISTS (SELECT * FROM users WHERE TYPEOF(email) != 'text'));\nINSERT INTO users {name: 'Steven', email: 123};","breadcrumbs":"SQL Reference » Assertions » Type Constraint","id":"218","title":"Type Constraint"},"219":{"body":"There are a number of possible ways to create the equivalent of a UNIQUE constraint, as found in schema-on-write databases. One sensible approach is given below. CREATE ASSERTION unique_email CHECK (1 >= (SELECT MAX(c.cnt) FROM (SELECT COUNT(*) AS cnt FROM users GROUP BY email) AS c));\nINSERT INTO users {name: 'Steven', email: 's@endatabas.com'};\nINSERT INTO users {name: 'Sarah', email: 's@endatabas.com'};","breadcrumbs":"SQL Reference » Assertions » Unique Constraint","id":"219","title":"Unique Constraint"},"22":{"body":"The SQL Reference contains details and edge cases about Endb SQL. NOTE: The Endb SQL dialect is under active development. While most major features of Endb SQL are stable, some more esoteric features (MATCH, path navigation, etc.) may experience naming and semantics changes before Endb 1.0 is released. Intention Data Manipulation Queries SQL Data Types Operators Functions Time Queries Path Navigation Schema Views Assertions","breadcrumbs":"SQL Reference » SQL Reference","id":"22","title":"SQL Reference"},"220":{"body":"There are multiple possible meanings to \"not null\" columns in Endb: Columns can be strictly checked for literal NULL in the value position. Rows can be forbidden from eliding a column (a missing value). Both literal NULL and elided columns can both be prevented. This example checks for literal NULL only: CREATE ASSERTION notnull_email CHECK (NOT EXISTS (SELECT * FROM users WHERE email IS NULL));\nINSERT INTO users {name: 'Tian Tian', email: NULL}; -- check fails\nINSERT INTO users {name: 'Tian Tian'}; -- permitted","breadcrumbs":"SQL Reference » Assertions » Not Null Constraint","id":"220","title":"Not Null Constraint"},"221":{"body":"Removes an assertion from the database based on its name. DROP ASSERTION string_email;","breadcrumbs":"SQL Reference » Assertions » DROP ASSERTION","id":"221","title":"DROP ASSERTION"},"222":{"body":"Endatabas provides a variety of tools to communicate with an Endb instance. The Console is a command-line user interface to send SQL to Endb manually. The client libraries are used in the data access layer of an application which uses Endb for storage. The client libraries support both HTTP and WebSocket APIs. To access Endb over HTTP, create an Endb instance and call the sql method on it. To access Endb over WebSockets, create an EndbWebSocket instance and call the sql method on it. See the language-specific documentation below for further details. Console JavaScript / TypeScript Python NOTE: For any programming language not listed above, it is possible to create small client libraries such as these using the HTTP and WebSocket APIs. All official Endatabas clients are permissively-licensed and you are welcome to use them as examples to create your own client library. Their source code is available here: https://github.com/endatabas/endb/tree/main/clients","breadcrumbs":"Clients » Clients","id":"222","title":"Clients"},"223":{"body":"A small console is provided to learn Endb SQL interactively and run experimental queries. It is distributed in the same Python package as the Python client .","breadcrumbs":"Clients » Console » Console","id":"223","title":"Console"},"224":{"body":"pip install endb","breadcrumbs":"Clients » Console » Install","id":"224","title":"Install"},"225":{"body":"endb_console [--url URL] [-u USERNAME] [-p PASSWORD] Show additional command line options with endb_console --help: usage: endb_console [-h] [--url URL] [-u USERNAME] [-p PASSWORD] [sql ...] positional arguments: sql SQL statement or file options: -h, --help show this help message and exit --url URL -u USERNAME, --username USERNAME -p PASSWORD, --password PASSWORD","breadcrumbs":"Clients » Console » Usage","id":"225","title":"Usage"},"226":{"body":"When the Endb console starts, it will provide a multiline prompt (->) where you can enter SQL statements and queries. The prompt will extend onto new lines (..) until you enter a semicolon. -> INSERT INTO users\n.. {name: 'Conrad', email: 'c1o2n@shell.com'};\n-> SELECT * FROM users; The console has history which you can use the up and down arrows to navigate. History does not persist between console sessions. Learn more about Endb SQL in the SQL Reference . To quit, type CTRL+D.","breadcrumbs":"Clients » Console » Prompt","id":"226","title":"Prompt"},"227":{"body":"The console comes with a number of special, non-SQL commands.","breadcrumbs":"Clients » Console » Commands","id":"227","title":"Commands"},"228":{"body":"Set the URL at runtime with the url command. -> url https://192.168.1.200:3803/sql","breadcrumbs":"Clients » Console » URL","id":"228","title":"URL"},"229":{"body":"Set the accept header content type at runtime with the accept command. -> accept text/csv","breadcrumbs":"Clients » Console » Accept","id":"229","title":"Accept"},"23":{"body":"The goal of Endb's SQL dialect is to be small, coherent, and powerful. The SQL specification is massive, with pages ordering in the thousands. Rather than implement the entire SQL specification from scratch (a gargantuan task) or mimic the SQL dialect of another database, Endb chooses a tiny core and builds powerful, composable features on top of that. This tiny core draws inspiration from many sources, but SQLite in particular. If SQLite supports a particular operator or function, Endb SQL also tries to. Endb SQL also draws strong inspiration from the SQL specification itself (and its predecessors ) and from PostgreSQL . Endb SQL's nested data is also heavily inspired by JSONPath , SQL/JSON , and their derivatives found in major SQL databases. Light inspiration is drawn from PartiQL , SQL++ , and XQuery . For more information on Endb's influences, please see our bibliography .","breadcrumbs":"SQL Reference » Intention » Intention","id":"23","title":"Intention"},"230":{"body":"Set the username at runtime with the username command. -> username efcodd","breadcrumbs":"Clients » Console » Username","id":"230","title":"Username"},"231":{"body":"Set the password at runtime with the password command. -> password equ1valenc3","breadcrumbs":"Clients » Console » Password","id":"231","title":"Password"},"232":{"body":"All SQL commands can be timed by toggling the timer on: timer on. Toggle the timer back off with timer off. -> timer on\n-> SELECT * FROM users;\n[{'name': 'Aaron'} {'name': 'Irene'} ... ]\nElapsed: 0.003904 ms","breadcrumbs":"Clients » Console » Timer","id":"232","title":"Timer"},"233":{"body":"Quit the console by typing quit. -> quit","breadcrumbs":"Clients » Console » Quit","id":"233","title":"Quit"},"234":{"body":"The console communicates with Endb over the HTTP API . Data is returned as LD-JSON documents and marshalled into strongly-typed Python objects. For example: [{'date': None, 'email': 'c1o2n@shell.com', 'name': 'Conrad'}, {'date': datetime.datetime(2024, 1, 29, 18, 18, 30, 129159, tzinfo=datetime.timezone.utc), 'email': 'kitty@tramline.in', 'name': 'Akshay'}] The Data Types page talks about types in more detail.","breadcrumbs":"Clients » Console » Data Types","id":"234","title":"Data Types"},"235":{"body":"The JavaScript and TypeScript client library is used to communicate with an Endb instance from a JavaScript or TypeScript application. Type declarations are provided in the package for TypeScript. NPM Package: @endatabas/endb","breadcrumbs":"Clients » JavaScript » JavaScript","id":"235","title":"JavaScript"},"236":{"body":"Install Usage Examples Import Endb EndbWebSocket sql() Template Literals Data Types Complete Examples JavaScript API Reference","breadcrumbs":"Clients » JavaScript » Table of Contents","id":"236","title":"Table of Contents"},"237":{"body":"npm install @endatabas/endb\nnpm install ws","breadcrumbs":"Clients » JavaScript » Install","id":"237","title":"Install"},"238":{"body":"","breadcrumbs":"Clients » JavaScript » Usage Examples","id":"238","title":"Usage Examples"},"239":{"body":"import { Endb, EndbWebSocket } from '@endatabas/endb';","breadcrumbs":"Clients » JavaScript » Import","id":"239","title":"Import"},"24":{"body":"Creating, updating, and deleting data in Endb is done using standard SQL Data Manipulation Language (DML). Endb is also immutable and schemaless, so it contains a number of shorthands and document-oriented conveniences. Endb does not require any Data Definition Language (DDL), such as CREATE TABLE.","breadcrumbs":"SQL Reference » Data Manipulation » Data Manipulation","id":"24","title":"Data Manipulation"},"240":{"body":"Use the Endb class to communicate with Endb over HTTP. It accepts an optional url parameter. Options can be supplied for accept, username, and password. Accept headers default to LD-JSON and can be set to any valid content type listed in the HTTP API . If you choose application/vnd.apache.arrow.file or application/vnd.apache.arrow.stream, the raw response body will be be returned from sql(). var e = new Endb();\nvar e = new Endb('http://localhost:3803/sql');\nvar e = new Endb('http://localhost:3803/sql', {accept: 'text/csv'});\nvar e = new Endb('http://localhost:3803/sql', {accept: 'application/json', username: 'zig', password: 'zag'}); NOTE: Choosing accept headers other than LD-JSON will return JavaScript data structures symmetrical with those returned from the respective accept header provided to the HTTP API. text/csv returns comma-delimited strings, application/json returns tuples as arrays, and so on.","breadcrumbs":"Clients » JavaScript » Endb","id":"240","title":"Endb"},"241":{"body":"Use the EndbWebSocket class to communicate with Endb over WebSockets. It accepts an optional url parameter. Options can be supplied for ws (any implementation of the JavaScript WebSocket interface definition ), username, and password. In a web browser, ws will default to the web browser's WebSocket implementation. EndbWebSocket only communicates in LD-JSON, so the accept header cannot be set. // in web browser:\nvar ews = new EndbWebSocket();\nvar ews = new EndbWebSocket('ws://localhost:3803/sql', {username: 'zig', password: 'zag'}); // in node.js:\nimport WebSocket from 'ws';\nvar ews = new EndbWebSocket({ws: WebSocket});\nvar ews = new EndbWebSocket('ws://localhost:3803/sql', {ws: WebSocket, username: 'zig', password: 'zag'});","breadcrumbs":"Clients » JavaScript » EndbWebSocket","id":"241","title":"EndbWebSocket"},"242":{"body":"The asynchronous sql method is available to both Endb and EndbWebSocket. It accepts q, and optional p, m, and accept parameters and returns an array of strongly-typed documents. (See JavaScript API Reference .) To ignore the p or m parameters but still supply an accept header, supply the default values or null. e.sql(\"SELECT * FROM users;\");\ne.sql(\"INSERT INTO USERS (date, name, email) VALUES (?, ?, ?);\", [new Date(), 'Aaron', 'aaron@canadahealth.ca']);\ne.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true);\ne.sql(\"SELECT * FROM users;\", [], false, 'text/csv');\ne.sql(\"SELECT * FROM users;\", null, null, 'application/json');\ne.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true, 'text/csv');","breadcrumbs":"Clients » JavaScript » sql()","id":"242","title":"sql()"},"243":{"body":"It is possible to use Template Literals (string templating) to pass named SQL parameters. The parameter passed to the Template Literal is only valid when used in a position where a positional SQL parameter is also valid. The signature which accepts Template Literals does not accept any other parameters to the method. var n = 'Michael';\ne.sql`INSERT INTO users (name) VALUES (${n});`; var u = {name: 'Radha', roles: ['artist', 'marketing']};\ne.sql`INSERT INTO users ${u}`;","breadcrumbs":"Clients » JavaScript » Template Literals","id":"243","title":"Template Literals"},"244":{"body":"When an LD-JSON (default) accept header is used, strongly typed data is returned according to this mapping: null - null xsd:date - Date xsd:dateTime - Date xsd:base64Binary - Uint8Array xsd:integer - BigInt For more information on Endb data types, see the Data Types doc .","breadcrumbs":"Clients » JavaScript » Data Types","id":"244","title":"Data Types"},"245":{"body":"import { Endb } from '@endatabas/endb'; var e = new Endb();\nawait e.sql(\"INSERT INTO users {name: 'Thupil'};\");\nvar result = await e.sql(\"SELECT * FROM users;\");\nconsole.log(result); var e2 = new Endb('http://localhost:3803/sql', {accept: 'application/json', username: 'zig', password: 'zag'});\nawait e.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true, 'text/csv');\nresult = await e.sql(\"SELECT * FROM users;\", null, null, 'application/json');\nconsole.log(result); import WebSocket from 'ws';\nimport { EndbWebSocket } from '@endatabas/endb'; var ews = new EndbWebSocket({ws: WebSocket});\nawait ews.sql(\"insert into users {name: 'Lydia'};\");\nvar ws_result = await ews.sql(\"select * from users;\");\nconsole.log(ws_result); var ews2 = new EndbWebSocket({ws: WebSocket, username: 'zig', password: 'zag'});\nawait ews2.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true, 'text/csv');\nws_result = await ews2.sql(\"SELECT * FROM users;\", null, null, 'application/json');\nconsole.log(ws_result);","breadcrumbs":"Clients » JavaScript » Complete Examples","id":"245","title":"Complete Examples"},"246":{"body":"NOTE: The following API documentation is generated from source code docstrings in the endb repository .","breadcrumbs":"Clients » JavaScript » JavaScript API Reference","id":"246","title":"JavaScript API Reference"},"247":{"body":"Endb\nEndatabas client for the HTTP API EndbWebSocket\nEndatabas client for the WebSocket API","breadcrumbs":"Clients » JavaScript » Classes","id":"247","title":"Classes"},"248":{"body":"Endatabas client for the HTTP API Kind : global class Endb new Endb([url], [opt]) .sql(q, [p], [m], [accept]) ⇒ Promise.<Array> new Endb([url], [opt]) Create an Endb object (Endatabas client for the HTTP API) ParamTypeDefaultDescription [url]string\"http://localhost:3803/sql\"HTTP URL to the Endatabas /sql API [opt]ObjectHTTP options [opt.accept]string\"application/ld+json\"Accept Header content type [opt.username]stringusername for HTTP Basic Auth [opt.password]stringpassword for HTTP Basic Auth endb.sql(q, [p], [m], [accept]) ⇒ Promise.<Array> Execute a SQL statement over HTTP Kind : instance method of Endb Returns : Promise.<Array> - - Array of documents ParamTypeDescription qstringSQL query as string or Template Literal [p]Array | ObjectPositional parameters, named parameters, or an array of either [m]booleanmany parameters flag [accept]stringAccept Header content type Example // Simple query\nsql(\"SELECT * FROM users;\");\n// Positional parameters\nsql(\"INSERT INTO users (date, name) VALUES (?, ?);\", [new Date(), 'Aaron']);\n// Named parameters\nsql(\"INSERT INTO users {date: :d, name: :n};\", {d: new Date(), n: 'Aaron'});\n// Many positional parameters (batches)\nsql(\"INSERT INTO users (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true);\n// Many named parameters (batches)\nsql(\"INSERT INTO users {name: :n};\", [{n: 'Judy'}, {n: 'Addis'}], true);\n// All parameters (many parameters and accept header)\nsql(\"INSERT INTO users (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true, 'text/csv');\n// Named parameters via Template Literals\nsql(`INSERT INTO users (name) VALUES (${u});`, [{u: 'Michael'}]);","breadcrumbs":"Clients » JavaScript » Endb","id":"248","title":"Endb"},"249":{"body":"Endatabas client for the WebSocket API Kind : global class EndbWebSocket new EndbWebSocket([url], [opt]) .close() .sql(q, [p], [m]) ⇒ Promise.<Array> new EndbWebSocket([url], [opt]) Create an EndbWebSocket object (Endatabas client for the WebSocket API) ParamTypeDefaultDescription [url]string\"ws://localhost:3803/sql\"WebSocket URL to the Endatabas /sql API [opt]ObjectWebSocket options [opt.ws]stringWebSocket implementation [opt.username]stringusername for Basic Auth [opt.password]stringpassword for Basic Auth endbWebSocket.close() Close the WebSocket connection Kind : instance method of EndbWebSocket endbWebSocket.sql(q, [p], [m]) ⇒ Promise.<Array> Execute a SQL statement over a WebSocket with LD-JSON Kind : instance method of EndbWebSocket Returns : Promise.<Array> - - Array of documents ParamTypeDescription qstringSQL query as string or Template Literal [p]Array | ObjectPositional parameters, named parameters, or an array of either [m]booleanmany parameters flag Example // Simple query\nsql(\"SELECT * FROM users;\");\n// Positional parameters\nsql(\"INSERT INTO users (date, name) VALUES (?, ?);\", [new Date(), 'Aaron']);\n// Named parameters\nsql(\"INSERT INTO users {date: :d, name: :n};\", {d: new Date(), n: 'Aaron'});\n// Many positional parameters (batches)\nsql(\"INSERT INTO users (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true);\n// Many named parameters (batches)\nsql(\"INSERT INTO users {name: :n};\", [{n: 'Judy'}, {n: 'Addis'}], true);\n// All parameters (many parameters and accept header)\nsql(\"INSERT INTO users (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true, 'text/csv');\n// Named parameters via Template Literals\nsql(`INSERT INTO users (name) VALUES (${u});`, [{u: 'Michael'}]);","breadcrumbs":"Clients » JavaScript » EndbWebSocket","id":"249","title":"EndbWebSocket"},"25":{"body":"To create a new document, you can use the standard SQL INSERT command. INSERT INTO products (product_no, name, price) VALUES (1, 'Tofu', 7.99); To create multiple new documents at once, delimit their value lists with commas: INSERT INTO products (product_no, name, price) VALUES (1, 'Butter', 5.99), (2, 'Margarine', 4.99); It is also possible to insert a document directly using an OBJECT literal . INSERT INTO products {product_no: 3, name: 'Tea', price: 3.99}; To insert multiple documents directly, delimit documents with commas: INSERT INTO products {name: 'Coffee', price: 3.99}, {name: 'Croissant', price: 2.99}; It is possible to insert the results of a query: INSERT INTO cheap_products SELECT * FROM products WHERE price < 4.00;","breadcrumbs":"SQL Reference » Data Manipulation » INSERT","id":"25","title":"INSERT"},"250":{"body":"The Python client library is used to communicate with an Endb instance from a Python application. PyPI Package: endb","breadcrumbs":"Clients » Python » Python","id":"250","title":"Python"},"251":{"body":"Install Usage Examples Import Endb EndbWebSocket sql() Data Types Complete Examples Python API Reference","breadcrumbs":"Clients » Python » Table of Contents","id":"251","title":"Table of Contents"},"252":{"body":"pip install endb\npip install websockets # optional WebSocket support\npip install pyarrow # optional Apache Arrow support","breadcrumbs":"Clients » Python » Install","id":"252","title":"Install"},"253":{"body":"","breadcrumbs":"Clients » Python » Usage Examples","id":"253","title":"Usage Examples"},"254":{"body":"from endb import (Endb, EndbWebSocket)","breadcrumbs":"Clients » Python » Import","id":"254","title":"Import"},"255":{"body":"Use Endb to communicate with Endb over HTTP. It accepts optional url, accept, username, and password parameters. Accept headers default to LD-JSON and can be set to any valid content type listed in the HTTP API . If you have pyarrow installed, you can also use application/vnd.apache.arrow.file and application/vnd.apache.arrow.stream. e = Endb()\ne = Endb('http://localhost:3803/sql')\ne = Endb('http://localhost:3803/sql', 'text/csv')\ne = Endb('http://localhost:3803/sql', 'application/json', 'zig', 'zag') NOTE: Choosing accept headers other than LD-JSON will return Python data structures symmetrical with those returned from the respective accept header provided to the HTTP API. text/csv returns comma-delimited strings, application/json returns tuples as lists, and so on.","breadcrumbs":"Clients » Python » Endb","id":"255","title":"Endb"},"256":{"body":"Use the EndbWebSocket class to communicate with Endb over WebSockets. It accepts optional url, username, and password parameters. ews = EndbWebSocket()\news = EndbWebSocket('ws://localhost:3803/sql', 'zig', 'zag')","breadcrumbs":"Clients » Python » EndbWebSocket","id":"256","title":"EndbWebSocket"},"257":{"body":"The sql method is available to both Endb and EndbWebSocket. It accepts q, and optional p, m, and accept parameters and returns an list of strongly-typed documents. (See Python API Reference .) It is sychronous for Endb and asynchronous for EndbWebSocket. To ignore the p or m parameters but still supply an accept header, supply the default values or use a named (accept) parameter. from datetime import date, datetime, timezone\ne.sql(\"INSERT INTO USERS (date, name, email) VALUES (?, ?, ?);\", [datetime.now(timezone.utc), 'Aaron', 'aaron@canadahealth.ca'])\ne.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], True)\ne.sql(\"SELECT * FROM users;\", [], False, 'text/csv')\ne.sql(\"SELECT * FROM users;\", accept = 'text/csv')\ne.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], True, 'text/csv')","breadcrumbs":"Clients » Python » sql()","id":"257","title":"sql()"},"258":{"body":"When an LD-JSON (default) accept header is used, strongly typed data is returned according to this mapping: null - None xsd:date - datetime.date xsd:time - datetime.time xsd:dateTime - datetime.datetime xsd:base64Binary - bytes (from base64) xsd:integer - int For more information on Endb data types, see the Data Types doc .","breadcrumbs":"Clients » Python » Data Types","id":"258","title":"Data Types"},"259":{"body":"from endb import Endb\nfrom datetime import date, datetime, timezone\ne = Endb()\ne.sql(\"INSERT INTO users {name: 'Yuvi'}\")\ne.sql(\"SELECT * FROM users;\") e2 = Endb('http://localhost:3803/sql', 'application/json', 'zig', 'zag')\ne2.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], True, 'text/csv')\ne2.sql(\"SELECT * FROM users;\", [], False, 'application/json') When the websockets dependency is installed, it is possible to return asynchronous results to the Python interactive shell directly if you start it with python3 -m asyncio: from endb import EndbWebSocket\news = EndbWebSocket()\nawait ews.sql(\"INSERT INTO users {name: 'Lydia'}\")\nws_result = await ews.sql(\"SELECT * FROM users;\")\nprint(ws_result) ews2 = EndbWebSocket(username = 'zig', password = 'zag')\nawait ews2.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], True, 'text/csv')\nws_result = await ews2.sql(\"SELECT * FROM users;\", [], False, 'application/json')\nprint(ws_result)","breadcrumbs":"Clients » Python » Complete Examples","id":"259","title":"Complete Examples"},"26":{"body":"To update an existing row, you can use the standard SQL UPDATE command: UPDATE products SET price = 4.99 WHERE name = 'Coffee'; Set multiple columns by separating them with commads; UPDATE products SET price = 4.99, name = 'Kaapi' WHERE name = 'Coffee'; Because Endb is schemaless, each document (or row) has its own schema. As a result, you may want to remove a column from an individual row. You can do this with the UNSET operator: UPDATE products UNSET product_no WHERE name = 'Coffee';\nUPDATE products REMOVE product_no WHERE name = 'Coffee'; REMOVE is an alias for UNSET. It is possible to set and unset values in a single update. Unsetting a column which doesn't exist is not an error: UPDATE products SET price = 5.98 UNSET product_no WHERE name = 'Coffee';","breadcrumbs":"SQL Reference » Data Manipulation » UPDATE","id":"26","title":"UPDATE"},"260":{"body":"NOTE: The following API documentation is generated from source code docstrings in the endb repository .","breadcrumbs":"Clients » Python » Python API Reference","id":"260","title":"Python API Reference"},"261":{"body":"","breadcrumbs":"Clients » Python » endb module","id":"261","title":"endb module"},"262":{"body":"Bases: AbstractEndb An Endatabas client for the HTTP API url HTTP URL of an Endatabas instance Type: str accept Accept header content type Type: str username Username for HTTP Basic Auth Type: str password Password for HTTP Basic Auth Type: str sql(q, p=[], m=False, accept=None) Executes a SQL statement The SQL statement is sent to Endb.url over HTTP. Parameters: q ( str ) – SQL statement or query to execute p ( array_like , default= [ ] ) – Positional or named SQL parameters (or an array of either, if using many parameters) m ( bool , default=False ) – Many parameters flag accept ( str , optional ) – Accept header content type (defaults to Endb.accept) Raises: TypeError – Internal error if attempting to translate an unknown type to LD-JSON.","breadcrumbs":"Clients » Python » class endb.Endb(url='http://localhost:3803/sql', accept='application/ld+json', username=None, password=None)","id":"262","title":"class endb.Endb(url='http://localhost:3803/sql', accept='application/ld+json', username=None, password=None)"},"263":{"body":"Bases: AbstractEndb An Endatabas client for the HTTP API url HTTP URL of an Endatabas instance Type: str username Username for HTTP Basic Auth Type: str password Password for HTTP Basic Auth Type: str async close() Closes the WebSocket connection async sql(q, p=[], m=False, accept=None) Executes a SQL statement The SQL statement is sent to Endb.url over WebSockets. Parameters: q ( str ) – SQL statement or query to execute p ( array_like , default= [ ] ) – Positional or named SQL parameters (or an array of either, if using many parameters) m ( bool , default=False ) – Many parameters flag accept ( str , optional ) – Ignored. WebSocket communication is always in LD-JSON. Raises: AssertionError – If ‘id’ of request and response do not match. RuntimeError – If response from server contains an error.","breadcrumbs":"Clients » Python » class endb.EndbWebSocket(url='ws://localhost:3803/sql', username=None, password=None)","id":"263","title":"class endb.EndbWebSocket(url='ws://localhost:3803/sql', username=None, password=None)"},"264":{"body":"Reference documentation exists as a detailed perspective on each feature of Endb. It does not need to be read from beginning to end. Installation Operation Monitoring HTTP API WebSocket API Data Types","breadcrumbs":"Reference » Reference","id":"264","title":"Reference"},"265":{"body":"You only need one of the following installation options. If you followed the Quickstart, you already have the Docker Hub version installed.","breadcrumbs":"Reference » Installation » Installation","id":"265","title":"Installation"},"266":{"body":"Endb is still in early beta. While in beta, new versions are not guaranteed to have binary-compatible storage with previous versions. We encourage you to experiment with Endb but please do not use it in production until a General Availability release.","breadcrumbs":"Reference » Installation » Warning: Early Beta","id":"266","title":"Warning: Early Beta"},"267":{"body":"There are two major release channels available: stable and nightly. To run the nightly builds, replace endatabas/endb with endatabas/endb:nightly in the commands below. If you run Docker, you can use the default command below. --rm cleans up (optional), -p exposes the default endb port, and -v mounts a local volume so your data persists even if you shut down the Docker image. mkdir -p endb_data\ndocker pull endatabas/endb\ndocker run --rm -p 3803:3803 -v endb_data:/app/endb_data endatabas/endb If you run Podman, you'll need to specify the docker.io repo explicitly: mkdir -p endb_data\npodman pull docker.io/endatabas/endb\npodman run --rm -p 3803:3803 -v endb_data:/app/endb_data docker.io/endatabas/endb","breadcrumbs":"Reference » Installation » Installing from Docker Hub","id":"267","title":"Installing from Docker Hub"},"268":{"body":"If you want to run endb from the main branch, compile and build the Docker image: https://github.com/endatabas/endb/#building https://github.com/endatabas/endb/#docker","breadcrumbs":"Reference » Installation » Installing from Git: Docker","id":"268","title":"Installing from Git: Docker"},"269":{"body":"If you don't want Docker at all, you can compile and run the endb binary: https://github.com/endatabas/endb/#building ./target/endb NOTE: If you move the endb binary, be sure to copy libendb.so (Linux) or libendb.dylib (MacOS) into the same directory. This is because endb requires libendb to run.","breadcrumbs":"Reference » Installation » Installing from Git: Binary","id":"269","title":"Installing from Git: Binary"},"27":{"body":"Endb provides a PATCH operator, similar to the PATCH function . The PATCH operator is used in conjunction with UPDATE to set fields on a document (columns on a row) in a declarative fashion. UPDATE products PATCH {price: 1.98, product_no: products.product_no + 1000} WHERE price = 2.00; PATCH is based on RFC 7386: JSON Merge Patch .","breadcrumbs":"SQL Reference » Data Manipulation » UPDATE PATCH","id":"27","title":"UPDATE PATCH"},"270":{"body":"The endb executable aims to provide self-explanatory help for direct usage of the binary. See Monitoring for more information about logging, metrics, and tracing. $ endb --help\nUsage: endb [OPTIONS] Options: -d, --data-directory <DATA_DIRECTORY> [env: ENDB_DATA_DIRECTORY=] [default: endb_data] -h, --help Print help -V, --version Print version Authentication: --username <USERNAME> [env: ENDB_USERNAME=] --password <PASSWORD> [env: ENDB_PASSWORD=] Network: -p, --port <PORT> [env: ENDB_PORT=] [default: 3803] --bind-address <BIND_ADDRESS> [env: ENDB_BIND_ADDRESS=] [default: 0.0.0.0] --protocol <PROTOCOL> [env: ENDB_PROTOCOL=] [default: http] [possible values: http, https] --cert-file <CERT_FILE> [env: ENDB_CERT_FILE=] --key-file <KEY_FILE> [env: ENDB_KEY_FILE=] The -d option accepts a special value of :memory: to run an in-memory node, without persisting anything to disk. The --cert-file and --key-file options are ignored when --protocol is set to http. When --protocol is set to https, they are both required.","breadcrumbs":"Reference » Operation » Operation","id":"270","title":"Operation"},"271":{"body":"If you would like to back up your Endb data, you can use any commodity copy or sync tool (such as rsync) to maintain a copy of your --data-directory (ENDB_DATA_DIRECTORY). To restore that directory, stop Endb, replace or sync that directory where Endb is running, and restart Endb. In the future, a backup option will be provided for an object store separated from compute.","breadcrumbs":"Reference » Operation » Backup and Restore","id":"271","title":"Backup and Restore"},"272":{"body":"Endb exposes plaintext logs, Prometheus metrics, and optional OpenTelemetry tracing. Any one, or a combination, of these can be used to monitor an Endb instance. Some monitoring options are offered as flags. Set flags by setting the environment variable to 0 or 1 (ex. ENDB_LOG_ANSI=0).","breadcrumbs":"Reference » Monitoring » Monitoring","id":"272","title":"Monitoring"},"273":{"body":"By default, endb logs to STDOUT with a log level of endb=INFO. Adjust the log level with the ENDB_LOG_LEVEL environment variable. Endb uses Rust Logging and more details about log levels are available in that document. Other flags include: ENDB_LOG_ANSI - turns ANSI terminal colour output on or off (on by default) ENDB_LOG_THREAD_IDS - set to enable or disable logging of thread ids (enabled by default) Example: docker run --rm -e ENDB_LOG_LEVEL=endb=DEBUG -e ENDB_LOG_ANSI=0 -e ENDB_LOG_THREAD_IDS=1 -p 3803:3803 -v demo_data:/app/endb_data docker.io/endatabas/endb:latest","breadcrumbs":"Reference » Monitoring » Logging","id":"273","title":"Logging"},"274":{"body":"A Prometheus endpoint is available at /metrics. This endpoint is enabled by default. If your Endb instance is running locally, you can view metrics in a browser at http://localhost:3803/metrics The Prometheus tracing level defaults to endb=DEBUG. Set the tracing level with ENDB_TRACING_LEVEL.","breadcrumbs":"Reference » Monitoring » Prometheus","id":"274","title":"Prometheus"},"275":{"body":"To enable OpenTelemetry, set ENDB_TRACING_OTEL=1 and OTEL_EXPORTER_OTLP_ENDPOINT=http://localhost:4317/ Configuration options for the OTLP exporter and additional OTLP environment variables may also prove useful for configuration. The OpenTelemetry tracing level defaults to endb=DEBUG. Set the tracing level with ENDB_TRACING_LEVEL. At the moment, only gRPC metrics are exposed, not HTTP.","breadcrumbs":"Reference » Monitoring » OpenTelemetry","id":"275","title":"OpenTelemetry"},"276":{"body":"Endb exposes a number of metrics to the Prometheus endpoint and OpenTelemetry. These can be useful in debugging performance of applications connected to Endb.","breadcrumbs":"Reference » Monitoring » Metrics","id":"276","title":"Metrics"},"277":{"body":"query_real_time_duration_seconds query_gc_run_time_duration_seconds query_consed_bytes http_request_duration_seconds","breadcrumbs":"Reference » Monitoring » Histograms","id":"277","title":"Histograms"},"278":{"body":"queries_active interactive_transactions_active buffer_pool_usage_bytes dynamic_space_usage_bytes","breadcrumbs":"Reference » Monitoring » Counters","id":"278","title":"Counters"},"279":{"body":"websocket_message_internal_errors_total object_store_read_bytes_total object_store_written_bytes_total queries_total transactions_conflicted_total transactions_committed_total transactions_prepared_total transactions_retried_total wal_read_bytes_total wal_written_bytes_total http_requests_total","breadcrumbs":"Reference » Monitoring » Monotonic Counters","id":"279","title":"Monotonic Counters"},"28":{"body":"The SET operator permits paths on its left-hand side. The behaviour of the form UPDATE <table> SET <path> = <value> is identical to that of the path_set function. UPDATE users SET $.addresses[0].city = 'Chicago' WHERE name = 'Steven';","breadcrumbs":"SQL Reference » Data Manipulation » UPDATE SET $path","id":"28","title":"UPDATE SET $path"},"280":{"body":"Endb exposes a variety of tracing spans to OpenTelemetry. Tracing data is mostly useful if your Endb instance is not performing in the way you expect. buffer_pool_eviction build_info commit compaction constraints gc index log_replay log_rotation object_store_delete object_store_get object_store_list object_store_put query shutdown snapshot startup wal_append_entry wal_read_next_entry wal_fsync websocket_connections_active websocket_message_duration_seconds websocket_messages_total","breadcrumbs":"Reference » Monitoring » Tracing","id":"280","title":"Tracing"},"281":{"body":"If a client is not available for your programming language yet, your app can interact directly with the Endb HTTP API. Any HTTP client may be used but in the examples below we'll use curl to demonstrate the API without writing any code. You can send SQL statements to endb over HTTP: curl -d \"INSERT INTO users (name) VALUES ('Tianyu')\" -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql\ncurl -d \"SELECT * FROM users\" -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql You can send SQL to endb with standard HTTP Query Parameters, Verbs, Content Types, Accept Headers, and HTTP Basic Authentication. Each one is outlined below.","breadcrumbs":"Reference » HTTP API » HTTP API","id":"281","title":"HTTP API"},"282":{"body":"The query parameters Endb's HTTP endpoint accepts are: q - (q)uery: a SQL query, optionally parameterized p - (p)arameters: named or positional parameters m - (m)any parameter lists: bulk parameters , used for bulk insert/update","breadcrumbs":"Reference » HTTP API » HTTP Query Parameters","id":"282","title":"HTTP Query Parameters"},"283":{"body":"POST allows explicit Content Types and Accept headers: curl -d 'SELECT 1' -H \"Content-Type: application/sql\" -H \"Accept: text/csv\" -X POST http://localhost:3803/sql GET allows a single, simple URL. GET does not permit DML. curl -X GET \"http://localhost:3803/sql?q=SELECT%201\"","breadcrumbs":"Reference » HTTP API » HTTP Verbs","id":"283","title":"HTTP Verbs"},"284":{"body":"The HTTP Content-Type header is used to specify what format the client is sending data to Endb.","breadcrumbs":"Reference » HTTP API » Content Types","id":"284","title":"Content Types"},"285":{"body":"curl -d '{\"q\": \"SELECT * from products;\"}' -H \"Content-Type: application/json\" -X POST http://localhost:3803/sql\ncurl -d '{\"q\": \"SELECT * from products WHERE name = ?;\", \"p\": [\"Salt\"]}' -H \"Content-Type: application/json\" -X POST http://localhost:3803/sql\ncurl -d '{\"q\": \"INSERT INTO products {name: :name};\", \"p\": {\"name\": \"Paprika\"}}' -H \"Content-Type: application/json\" -X POST http://localhost:3803/sql NOTE: To enable strongly-typed values, payloads sent with the application/json content type have values resolved with JSON-LD scalars. Standard JSON values are a subset of JSON-LD scalars, so data sent as regular JSON is unaffected by this behaviour.","breadcrumbs":"Reference » HTTP API » application/json:","id":"285","title":"application/json:"},"286":{"body":"Although values in the application/json content type are resolved using JSON-LD scalars, you can explicitly specify an application/ld+json content type to avoid all ambiguity. See JSON-LD . curl -d '{\"q\": \"INSERT INTO events {start: :start};\", \"p\": {\"start\": {\"@type\": \"xsd:dateTime\", \"@value\": \"2011-04-09T20:00:00Z\"}}}' -H \"Content-Type: application/ld+json\" -X POST http://localhost:3803/sql","breadcrumbs":"Reference » HTTP API » application/ld+json","id":"286","title":"application/ld+json"},"287":{"body":"curl -d 'SELECT 1' -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql Submit parameters to application/sql by providing form data or query parameters. Form data and query parameters can be combined, though it is not necessarily recommended. curl -F q=\"INSERT INTO sauces {name: ?, color: ?};\" -X POST http://localhost:3803/sql?p=%5B%22ketchup%22%2C%22purple%22%5D","breadcrumbs":"Reference » HTTP API » application/sql:","id":"287","title":"application/sql:"},"288":{"body":"curl -F q=\"SELECT * from products;\" -H \"Content-Type: multipart/form-data\" -X POST http://localhost:3803/sql\ncurl -F q=\"INSERT INTO products {name: ?};\" -F p='[\"Sriracha\"]' -X POST http://localhost:3803/sql NOTE: Many HTTP clients (including curl) automatically assume a content type of multipart/form-data when form fields are provided. This is true for curl when the -F (--form) argument is used and it has been elided from further examples.","breadcrumbs":"Reference » HTTP API » multipart/form-data","id":"288","title":"multipart/form-data"},"289":{"body":"Although the other content types are preferable for obvious reasons, application/x-www-form-urlencoded is offered for completeness. curl -d 'q=SELECT%20*%20FROM%20products;' -H \"Content-Type: application/x-www-form-urlencoded\" -X POST http://localhost:3803/sql","breadcrumbs":"Reference » HTTP API » application/x-www-form-urlencoded","id":"289","title":"application/x-www-form-urlencoded"},"29":{"body":"The UNSET (synonym: REMOVE) operator permits paths on its left-hand side. The behaviour of the form UPDATE <table> UNSET <path> = <value> is identical to that of the path_remove function. UPDATE users UNSET $.addresses[0].city WHERE name = 'Steven';","breadcrumbs":"SQL Reference » Data Manipulation » UPDATE UNSET $path","id":"29","title":"UPDATE UNSET $path"},"290":{"body":"The HTTP Accept header is used to specify how data is returned to the Endb client. The default Accept header content type is application/json.","breadcrumbs":"Reference » HTTP API » Accept Headers","id":"290","title":"Accept Headers"},"291":{"body":"text/csv returns comma-separated rows. Column order from the SELECT clause is maintained. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,'csv')) t1\" -H \"Content-Type: application/sql\" -H \"Accept: text/csv\" -X POST http://localhost:3803/sql returns: \"column1\",\"column2\"\n2,\"csv\"\n1,\"hello\"","breadcrumbs":"Reference » HTTP API » text/csv","id":"291","title":"text/csv"},"292":{"body":"application/json returns rows as an array of JSON tuples. Column order from the SELECT clause is maintained. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,DATE('2023-07-22'))) t1\" -H \"Content-Type: application/sql\" -H \"Accept: application/json\" -X POST http://localhost:3803/sql returns: [[2,\"2023-07-22\"],[1,\"hello\"]]","breadcrumbs":"Reference » HTTP API » application/json","id":"292","title":"application/json"},"293":{"body":"application/x-ndjson returns newline-delimited JSON documents. Column order from the SELECT clause is not maintained. JSON documents cannot guarantee column order. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,DATE('2023-07-22'))) t1\" -H \"Content-Type: application/sql\" -H \"Accept: application/x-ndjson\" -X POST http://localhost:3803/sql returns: {\"column1\":2,\"column2\":\"2023-07-22\"}\n{\"column1\":1,\"column2\":\"hello\"}","breadcrumbs":"Reference » HTTP API » application/x-ndjson","id":"293","title":"application/x-ndjson"},"294":{"body":"application/ld+json returns documents of strongly-typed (\"Linking Data\") JSON records. Column order from the SELECT clause is not maintained. JSON documents cannot guarantee column order. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,DATE('2023-07-22'))) t1\" -H \"Content-Type: application/sql\" -H \"Accept: application/ld+json\" -X POST http://localhost:3803/sql returns: {\"@context\":{\"xsd\":\"http://www.w3.org/2001/XMLSchema#\",\"@vocab\":\"http://endb.io/\"},\"@graph\":[{\"column1\":2,\"column2\":{\"@value\":\"2023-07-22\",\"@type\":\"xsd:date\"}},{\"column1\":1,\"column2\":\"hello\"}]} See JSON-LD .","breadcrumbs":"Reference » HTTP API » application/ld+json","id":"294","title":"application/ld+json"},"295":{"body":"multipart/mixed returns documents as a valid multipart/mixed response, albeit all as LD-JSON. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,DATE('2023-07-22'))) t1\" -H \"Content-Type: application/sql\" -H \"Accept: multipart/mixed\" -X POST http://localhost:3803/sql returns: --369d7885-c6e9-4b01-93c9-9449a5fcd637\nContent-Type: application/ld+json {\"@context\":{\"xsd\":\"http://www.w3.org/2001/XMLSchema#\",\"@vocab\":\"http://endb.io/\"},\"@graph\":[{\"column1\":2,\"column2\":{\"@value\":\"2023-07-22\",\"@type\":\"xsd:date\"}},{\"column1\":1,\"column2\":\"hello\"}]} --369d7885-c6e9-4b01-93c9-9449a5fcd637--","breadcrumbs":"Reference » HTTP API » multipart/mixed","id":"295","title":"multipart/mixed"},"296":{"body":"application/vnd.apache.arrow.file returns columnar data as an Apache Arrow file. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,DATE('2023-07-22'))) t1\" -H \"Content-Type: application/sql\" -H \"Accept: application/vnd.apache.arrow.file\" -X POST http://localhost:3803/sql --output hello.arrow The above command returns a file containing a single RecordBatch in an Apache Arrow file in IPC format. You can examine the file with functions like pyarrow.ipc.open_file , as seen in this gist .","breadcrumbs":"Reference » HTTP API » application/vnd.apache.arrow.file","id":"296","title":"application/vnd.apache.arrow.file"},"297":{"body":"application/vnd.apache.arrow.stream returns columnar data as an Apache Arrow stream. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,DATE('2023-07-22'))) t1\" -H \"Content-Type: application/sql\" -H \"Accept: application/vnd.apache.arrow.stream\" -X POST http://localhost:3803/sql --output streamed.arrows The above command returns a file containing an Apache Arrow IPC stream. You can examine the file with functions like pyarrow.ipc.open_stream , as seen in this gist .","breadcrumbs":"Reference » HTTP API » application/vnd.apache.arrow.stream","id":"297","title":"application/vnd.apache.arrow.stream"},"298":{"body":"Endb supports HTTP Basic Authentication as defined by RFC 7235 . Pass --username and --password arguments to the endb binary to force basic authentication for HTTP connections. (See Operation for more details, including environment variables which can be passed to Docker images.) ./target/endb --username zig --password zag Then, from any HTTP client, provide the username and password combination to execute queries. curl --user zig:zag -d \"SELECT 'Hello World';\" -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql If the client passes an incorrect username or password, it will receive a 401 Authorization Required HTTP status code as a result, but no body. Be aware of this to ensure client code is written to detect 401 status codes. $ curl -i --user zig:wrong -d \"SELECT 'Hello World';\" -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql\nHTTP/1.1 401 Authorization Required NOTE: HTTP Basic Auth is not secure without the additional use of HTTPS.","breadcrumbs":"Reference » HTTP API » HTTP Basic Authentication","id":"298","title":"HTTP Basic Authentication"},"299":{"body":"SQL parameters are available to: application/json and application/ld+json as part of the POST body multipart/form-data as form data application/x-www-form-urlencoded as URL query parameters application/sql as form data and/or URL query parameters Parameters can be JSON literals, JSON-LD scalars, or SQL literals. A JSON-LD scalar always has the form: {\"@type\": \"xsd:TYPE\", \"@value\": \"DATA\"}. JSON-LD types are listed under the Data Types table.","breadcrumbs":"Reference » HTTP API » Parameters","id":"299","title":"Parameters"},"3":{"body":"Endb is still in early beta. While in beta, new versions are not guaranteed to have binary-compatible storage with previous versions. We encourage you to experiment with Endb but please do not use it in production until a General Availability release.","breadcrumbs":"Tutorial » Warning: Early Beta","id":"3","title":"Warning: Early Beta"},"30":{"body":"To delete an existing row, use the standard SQL DELETE command. DELETE FROM products WHERE price = 5.98; You may delete all rows from a table by eliding the WHERE clause: DELETE FROM products; Note: In Endb, DELETE does not remove any data. It is always possible to view data prior to the DELETE with time queries . If you need to remove data for compliance (with laws such as GDPR or PIPEDA), use ERASE .","breadcrumbs":"SQL Reference » Data Manipulation » DELETE","id":"30","title":"DELETE"},"300":{"body":"Named parameters substitute parameter placeholders with the form :param by the parameter key with the corresponding name. Named parameters are represented as a JSON object. curl -d '{\"q\": \"INSERT INTO products {name: :name, price: :price};\", \"p\": {\"name\": \"Paprika\", \"price\": 2.99}}' -H \"Content-Type: application/json\" -X POST http://localhost:3803/sql\ncurl -d '{\"q\": \"INSERT INTO events {start: :start};\", \"p\": {\"start\": {\"@type\": \"xsd:dateTime\", \"@value\": \"2011-04-09T20:00:00Z\"}}}' -H \"Content-Type: application/ld+json\" -X POST http://localhost:3803/sql\ncurl -F q=\"INSERT INTO products {name: :sauce};\" -F p='{\"sauce\": \"Sriracha\"}' -X POST http://localhost:3803/sql","breadcrumbs":"Reference » HTTP API » Named Parameters","id":"300","title":"Named Parameters"},"301":{"body":"Positional parameters substitute parameter placeholders with the form ? by the parameter values, in the order they appear. Positional parameters are respresented as a JSON array. curl -d '{\"q\": \"SELECT * FROM products WHERE name = ? AND price > ?;\", \"p\": [\"Salt\", 3.99]}' -H \"Content-Type: application/json\" -X POST http://localhost:3803/sql\ncurl -d '{\"q\": \"INSERT INTO events {start: ?};\", \"p\": [{\"@type\": \"xsd:dateTime\", \"@value\": \"2011-04-09T20:00:00Z\"}]}' -H \"Content-Type: application/ld+json\" -X POST http://localhost:3803/sql\ncurl -F q=\"INSERT INTO products {name: ?};\" -F p='[\"Sriracha\"]' -X POST http://localhost:3803/sql","breadcrumbs":"Reference » HTTP API » Positional Parameters","id":"301","title":"Positional Parameters"},"302":{"body":"Bulk operations are possible by setting the m flag to true. Bulk operations are available to both named and positional parameters. The list of parameters supplied in bulk must be nested in an array. curl -d '{\"q\": \"INSERT INTO products {name: :name};\", \"p\": [{\"name\": \"Soda\"}, {\"name\": \"Tonic\"}], \"m\": true}' -H \"Content-Type: application/json\" -X POST http://localhost:3803/sql\ncurl -F q=\"INSERT INTO sauces {name: ?, color: ?};\" -F p='[[\"Mustard\", \"Yellow\"], [\"Ketchup\", \"Red\"]]' -F m=true -X POST http://localhost:3803/sql","breadcrumbs":"Reference » HTTP API » Bulk Parameters","id":"302","title":"Bulk Parameters"},"303":{"body":"As it is possible to receive Apache Arrow data from an Endb query, it is possible to submit Apache Arrow as a statement parameter. The example below assumes the existence of a a table called names, which only contains one column (name). Apache Arrow Streams can also be used as parameters in the same way. # create a sample Arrow file:\ncurl -d \"SELECT * FROM names;\" -H \"Content-Type: application/sql\" -H \"Accept: application/vnd.apache.arrow.file\" -X POST http://localhost:3803/sql --output names.arrow\n# use the sample Arrow file:\ncurl -F m=true -F q=\"INSERT INTO projects {name: :name};\" -F \"p=@names.arrow;type=application/vnd.apache.arrow.file\" -X POST http://localhost:3803/sql NOTE: This feature should be used with caution. Do not submit arbitrary Arrow files as parameters. If a malformed Arrow file is submitted, the error message returned (if any) is unlikely to provide guidance. Preferably, Arrow files should be created using Endb itself, as in the example above. Most users will prefer to use a human-readable file format instead, such as a JSON variant or static SQL statements.","breadcrumbs":"Reference » HTTP API » Apache Arrow File Parameters","id":"303","title":"Apache Arrow File Parameters"},"304":{"body":"Bulk inserts are possible by combining the tools mentioned under Parameters . For example, the OBJECTS keyword can insert an array of object literals. Note that each object used as a positional parameter must be wrapped in a JSON array, since there may be more than one positional parameter supplied. Similarly, each named parameter must be wrapped in an object containing a key of the corresponding name. curl -F m=true -F q=\"INSERT INTO products OBJECTS ?\" -F p=\"[[{name: 'jam'}], [{name: 'butter'}]]\" -X POST http://localhost:3803/sql\ncurl -F m=true -F q=\"INSERT INTO products OBJECTS :product\" -F p=\"[{product: {name: 'jelly'}}, {product: {name: 'ghee'}}]\" -X POST http://localhost:3803/sql","breadcrumbs":"Reference » HTTP API » Bulk Insert","id":"304","title":"Bulk Insert"},"305":{"body":"It is possible to pass multiple SQL statements to Endb by delimiting them with semicolons. Parameters will be passed to all statements in order. Only the result of the last statement is returned to the client. In the following example, the INSERT will be successful but will not return a result. The SELECT will return to the client. curl --form-string q=\"INSERT INTO sauces {name: ?, color: ?}; SELECT {namo: ?, colour: ?};\" -F p='[\"Mustard\", \"Yellow\", \"Ketchup\", \"Red\"]' -X POST http://localhost:3803/sql NOTE: --form-string is required instead of --form to send semicolon-delimited statements with curl.","breadcrumbs":"Reference » HTTP API » Multiple Statements","id":"305","title":"Multiple Statements"},"306":{"body":"If a client is not available for your programming language yet, your app can interact directly with the Endb WebSocket API. Any WebSocket client can be used but in the examples below we'll use websocat to demonstrate the API without writing any code. Connect to Endb with: websocat ws://localhost:3803/sql You can send SQL statements to endb over WebSockets with JSON-RPC 2.0 . {\"jsonrpc\": \"2.0\", \"id\": 1, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO users (name) VALUES (?);\", \"p\": [[\"Tsehay\"], [\"Iniku\"]], \"m\": true}}\n{\"jsonrpc\": \"2.0\", \"id\": 2, \"method\": \"sql\", \"params\": {\"q\": \"SELECT * FROM users;\", \"p\": [], \"m\": false}} NOTE: To send the method calls above, paste them into a websocat session one-at-a-time and press <enter>. Further examples will assume JSON-RPC strings are sent in an existing websocat session.","breadcrumbs":"Reference » WebSocket API » WebSocket API","id":"306","title":"WebSocket API"},"307":{"body":"Following the JSON-RPC 2.0 spec, a SQL statement or query to the Endb WebSocket API requires these components: id - a string or integer identifier used to correlate requests to responses method - always the string \"sql\" params - request params are sent as JSON-RPC by-name request parameters, as listed below","breadcrumbs":"Reference » WebSocket API » JSON-RPC Request Object","id":"307","title":"JSON-RPC Request Object"},"308":{"body":"q - (q)uery: a SQL query, optionally parameterized p - (p)arameters: named or positional SQL parameters m - (m)any parameter lists: bulk parameters , used for bulk insert/update","breadcrumbs":"Reference » WebSocket API » JSON-RPC Request Parameters","id":"308","title":"JSON-RPC Request Parameters"},"309":{"body":"A response from the Endb WebSocket API will include these components: id - the id provided in the request object, so it can be correlated result - the response, encoded as JSON-LD, as in this example: {\"jsonrpc\":\"2.0\", \"id\":111, \"result\":{\"@context\":{\"xsd\":\"http://www.w3.org/2001/XMLSchema#\",\"@vocab\":\"http://endb.io/\"},\"@graph\":[{\"name\":\"Hing\",\"price\":2.99}]}} If your query is invalid or causes an internal error, you will receive an error instead, which includes: id - the id of the request object, if one was provided (otherwise null) error - a code and message, as returned by Endb {\"jsonrpc\":\"2.0\", \"id\":222, \"error\":{\"code\":-32603,\"message\":\"Error: Unknown table: users\\n ╭─[<unknown>:1:15]\\n │\\n 1 │ SELECT * FROM users;\\n │ ──┬── \\n │ ╰──── Unknown table\\n───╯\\n\"}}","breadcrumbs":"Reference » WebSocket API » JSON-RPC Response Object","id":"309","title":"JSON-RPC Response Object"},"31":{"body":"Endb provides flexible upserts with the common ON CONFLICT clause. When the INSERT command detects a conflict, it will perform the instructions in the DO clause. The following command needs to be executed twice to see the upsert effect. INSERT INTO products {name: 'Pepper', price: 9.99} ON CONFLICT (name, price) DO UPDATE SET v = 2; To specify no operation on conflict, use DO NOTHING: INSERT INTO products {name: 'Pepper', price: 9.99} ON CONFLICT (name, price) DO NOTHING; To reference the document currently being inserted, the DO clause provides a statement-local relation named excluded. INSERT INTO products {name: 'Salt', price: 6};\nINSERT INTO products {name: 'Salt', price: 7} ON CONFLICT (name) DO UPDATE SET price = excluded.price; Similarly, the existing table is still available in the DO clause to provide further filtering: INSERT INTO products {product_no: 99, name: 'Cumin', price: 3.00, v: 5};\nINSERT INTO products {product_no: 99, name: 'Cumin', price: 5.00, v: 6} ON CONFLICT (product_no, name) DO UPDATE SET price = excluded.price, v = excluded.v WHERE products.v < 6;","breadcrumbs":"SQL Reference » Data Manipulation » ON CONFLICT (Upsert)","id":"31","title":"ON CONFLICT (Upsert)"},"310":{"body":"Endb supports HTTP Basic Authentication, as defined by RFC 7235 , on top of RFC 6455 . This is because the WebSocket Protocol RFC (6455) does not define authentication mechanisms itself. Pass --username and --password arguments to the endb binary to force basic authentication for HTTP connections. (See Operation for more details, including environment variables which can be passed to Docker images.) ./target/endb --username zig --password zag Then, use Basic Auth headers to connect to Endb: websocat -H='Authorization: Basic' ws://zig:zag@localhost:3803/sql Rather than Authorization: Basic, the Sec-WebSocket-Protocol header may be used. It is offered because web browsers do not support the Basic Auth header over WebSockets.","breadcrumbs":"Reference » WebSocket API » WebSocket Basic Authentication","id":"310","title":"WebSocket Basic Authentication"},"311":{"body":"SQL parameters to a WebSocket request are always JSON-LD . A JSON-LD scalar always has the form: {\"@type\": \"xsd:TYPE\", \"@value\": \"DATA\"}. JSON-LD types are listed under the Data Types table. For example, if a strongly-typed DateTime is required, it can be submitted like so: {\"jsonrpc\": \"2.0\", \"id\": 11, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO users (name, date) VALUES (?, ?);\", \"p\": [\"dosha\", {\"@value\": \"2024-01-29T18:18:30.129159\", \"@type\": \"xsd:dateTime\"}], \"m\": false}}","breadcrumbs":"Reference » WebSocket API » Parameters","id":"311","title":"Parameters"},"312":{"body":"Named SQL parameters substitute parameter placeholders with the form :param by the parameter key with the corresponding name. Named parameters are represented as a JSON object. {\"jsonrpc\": \"2.0\", \"id\": 111, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO products {name: :name, price: :price};\", \"p\": {\"name\": \"Hing\", \"price\": 2.99}, \"m\": false}}\n{\"jsonrpc\": \"2.0\", \"id\": 112, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO events {start: :start};\", \"p\": {\"start\": {\"@type\": \"xsd:dateTime\", \"@value\": \"2021-04-09T20:00:00Z\"}}, \"m\": false}}","breadcrumbs":"Reference » WebSocket API » Named Parameters","id":"312","title":"Named Parameters"},"313":{"body":"Positional SQL parameters substitute parameter placeholders with the form ? by the parameter values, in the order they appear. Positional parameters are respresented as a JSON array. {\"jsonrpc\": \"2.0\", \"id\": 211, \"method\": \"sql\", \"params\": {\"q\": \"SELECT * FROM products WHERE name = ? AND price > ?;\", \"p\": [\"Hing\", 2.00], \"m\": false}}\n{\"jsonrpc\": \"2.0\", \"id\": 213, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO events {start: ?};\", \"p\": [{\"@type\": \"xsd:dateTime\", \"@value\": \"2021-04-09T20:00:00Z\"}], \"m\": false}}","breadcrumbs":"Reference » WebSocket API » Positional Parameters","id":"313","title":"Positional Parameters"},"314":{"body":"Bulk operations are possible by setting the m flag to true. Bulk operations are available to both named and positional parameters. The list of parameters supplied in bulk must be nested in an array. {\"jsonrpc\": \"2.0\", \"id\": 311, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO users {name: :name};\", \"p\": [{\"name\": \"Sungwon\"}, {\"name\": \"Olga\"}], \"m\": true}}\n{\"jsonrpc\": \"2.0\", \"id\": 312, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO sauces {name: ?, color: ?};\", \"p\": [[\"Sriracha\", \"#FE6F5E\"], [\"Gochujang\", \"#FF8066\"]], \"m\": true}}","breadcrumbs":"Reference » WebSocket API » Bulk Parameters","id":"314","title":"Bulk Parameters"},"315":{"body":"Unlike the HTTP API , the WebSocket API is stateful and thus capable of explicit transactions. See the Transactions documentation for further details on SQL syntax. {\"jsonrpc\": \"2.0\", \"id\": 411, \"method\": \"sql\", \"params\": {\"q\": \"BEGIN TRANSACTION;\", \"p\": [], \"m\": false}}\n{\"jsonrpc\": \"2.0\", \"id\": 412, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO delete_me {name: 'Roll Me Back'};\", \"p\": [], \"m\": false}}\n{\"jsonrpc\": \"2.0\", \"id\": 413, \"method\": \"sql\", \"params\": {\"q\": \"ROLLBACK;\", \"p\": [], \"m\": false}}\n{\"jsonrpc\": \"2.0\", \"id\": 414, \"method\": \"sql\", \"params\": {\"q\": \"SELECT * FROM delete_me;\", \"p\": [], \"m\": false}}","breadcrumbs":"Reference » WebSocket API » Transactions","id":"315","title":"Transactions"},"316":{"body":"","breadcrumbs":"Reference » Data Types » Data Types","id":"316","title":"Data Types"},"317":{"body":"Endb supports the following native scalar types for now. JSON-LD values with a type of @json will be returned from Endb as JSON literals, verbatim. The @type listed in parentheses is for reference purposes only. JSON literal types are implicit so a @value/@type pair is not returned for a JSON literal. SQL JSON-LD Example Literal Description NULL @json null Null, nil, undefined, or missing TEXT @json (xsd:string) \"hello\" UTF-8 string BOOLEAN @json (xsd:boolean) FALSE 8-bit boolean INTEGER @json (xsd:int[eger]) 42 64/128-bit two's complement integer REAL @json (xsd:double) 9007199254740992.123 64-bit IEEE 754 floating point number TIMESTAMP xsd:dateTime 2007-01-01T00:00:00 ISO microsecond precision timestamp DATE xsd:date 2007-01-01 ISO date TIME xsd:time 23:30:00 ISO time INTERVAL xsd:duration PT12H34M56.789S ISO interval BLOB xsd:base64Binary x'DEADBEEF' Binary large object SQL Data Types are covered in detail in the SQL Reference.","breadcrumbs":"Reference » Data Types » Scalars","id":"317","title":"Scalars"},"318":{"body":"SQL JSON-LD Example Literal Description ARRAY @json [\"Joe\", \"Dan\", \"Dwayne\"] Zero-based array OBJECT @json {n: 3, b: 2023-01-01} Object, map, dict, document","breadcrumbs":"Reference » Data Types » Collections","id":"318","title":"Collections"},"319":{"body":"SQL JSON-LD Description DECIMAL xsd:decimal Arbitrary precision decimal. Use 2 BIGINTs or VARCHAR URI xsd:anyURI Unsupported. Use VARCHAR UUID @json (xsd:string) Unsupported. Use VARCHAR or BLOB If you strongly feel you need a native representation of one of these types, email us: hello@endatabas.com","breadcrumbs":"Reference » Data Types » Unsupported Scalar Types","id":"319","title":"Unsupported Scalar Types"},"32":{"body":"ERASE completely removes documents (rows) from visibility to any queries. Once a document has been erased, it is no longer possible to query for it at all. ERASE FROM products WHERE name = 'Salt';","breadcrumbs":"SQL Reference » Data Manipulation » ERASE","id":"32","title":"ERASE"},"320":{"body":"What? Why? Architecture Roadmap License","breadcrumbs":"Appendix » Appendix","id":"320","title":"Appendix"},"321":{"body":"From the outside, Endatabas (or Endb ) is an open source SQL document database with full history. On the inside, this means all records in Endatabas are immutable. An ERASE statement is provided for compliance with laws and policies like GDPR. Time-travel is possible, but queries default to \"as-of-now\". (Which is the thing you want 97% of the time.) Rows are \"schema-last\" documents and joins can be arbitrary, but queries are written in SQL. Endb stores data in Apache Arrow: scalars are strongly typed, the on-disk format is columnar, and the execution engine understands rows and columns. Endb separates storage from compute to provide unlimited disk space. In Swedish, Endatabas means both \"a database\" and \" one database\". This One Database Dream is twofold: Endb hopes to provide HTAP , so a secondary analytics database is not required for most users. Endb plans to use AI ( adaptive indexing ) to provide fast OLTP and OLAP queries on cheap, elastic infrastructure.","breadcrumbs":"Appendix » What? » What is Endatabas?","id":"321","title":"What is Endatabas?"},"322":{"body":"After years of market research, the complaint of database users is universal: \"I want to stop babysitting the database.\" This can mean many things but they're all expensive and complex. The database equivalent of Greenspun's 10th Rule might be \"any sufficiently complicated backend system contains an ad-hoc, informally-specified, bug-ridden, slow implementation of half a database.\" This was true for much of the work we did in the 2010s and 2020s. \"Babysitting\" is sometimes the energy wasted by repeatedly building and maintaining ad-hoc databases for ourselves instead of building tools for customers. Buying data products also requires babysitting. DBAs babysit Oracle indexes. Developers babysit Postgres query optimizations. Data engineers babysit ETL pipelines. Analysts baybsit Redshift history. SREs babysit Aurora costs. Endb can't solve all these problems, but it attempts to be a jack-of-all-trades database that solves as many as it can — for as many people as it can.","breadcrumbs":"Appendix » What? » Who wants One Database?","id":"322","title":"Who wants One Database?"},"323":{"body":"After years of Computer Science research, it's also clear a sea change in database tech is due... right about now. (Give or take ten years. Our timing may be off.) Hellerstein and Stonebraker's What Goes Around Comes Around remains true, decade after decade, since it was published in 2004. As always, the relational data model is still king and SQL is still the lingua franca of databases. Together, they assimilate new rivals every decade or so. Endatabas tries to stand right at the center of this upcoming collapse of the data toolchain. If we, as an industry, can drop a decade's vestigial growth in favour of a tighter, simpler solution? Wonderful. But what if we could shed a half-century's vestiges? Perhaps event streams, relations, documents, graphs, temporal data, ETL and CDC can all live under one roof for many businesses. Let's see. We're not sure if we can make this work. But it's exciting to try. — One Database: Clean. Simple. Less. (Read more in Why Endatabas? )","breadcrumbs":"Appendix » What? » When is One Database possible?","id":"323","title":"When is One Database possible?"},"324":{"body":"(Read more in What is Endatabas? ) Why did we build Endatabas (aka Endb) at all? Isn't one of the many ( many ) existing databases good enough? Many incumbent databases serve their use cases and markets well. But the demands placed on databases are growing rapidly. These demands pull in multiple directions, all at once, and existing technology cannot support them without introducing enormous complexity. Metamorphosis is required. Endb takes good ideas and makes them easier to access, while reducing operational headache. It does not try to be flashy or unnecessarily revolutionary. Instead, it tries to be simple and familiar on the surface while providing a lot of new power under the covers. Let's talk about what that means in clear, concrete terms.","breadcrumbs":"Appendix » Why? » Why Endatabas?","id":"324","title":"Why Endatabas?"},"325":{"body":"The tagline \"SQL Document Database With Full History\" says a lot, but it doesn't say everything. Endatabas is, first and foremost, an immutable database . That's the Full History part. But storing all your data, forever, has clear implications. We consider these implications to be the pillars of Endatabas. In 3D geometry, the legs of a tripod are mutually supportive; as long as all three feet are in contact with the ground, the tripod will not wobble or collapse. So it is with the pillars. Each supports and implies the others. The pillars are as follows: Full History (requires: immutable data and erasure) Timeline (requires: time-traveling queries) Separation of Storage from Compute (requires: light and adaptive indexing) Documents (requires: schemaless tables, \"schema-per-row\", arbitrary joins) Analytics (requires: columnar storage and access) At the top of this five-dimensional structure is SQL, the lingua franca of database queries. We believe it is the right time to integrate these ideas. But first let's go back a few decades to see how we got here.","breadcrumbs":"Appendix » Why? » What is Endatabas, anyway?","id":"325","title":"What is Endatabas, anyway?"},"326":{"body":"None of the ideas in Endatabas are new. George Copeland's What if mass storage were free? asked, back in 1980, what an immutable database might look like. His prescient vision for a database with full history enjoys the clarity of a researcher at the beginning of the database era. People have occasionally asked of Endatabas, \"why bother retaining all history?\" But this is the wrong question. The real question is: \"why bother destroying data?\" Copeland's answers, \"The deletion concept was invented to reuse expensive computer storage.\" The software industry has grown so accustomed to the arbitrary deletion of historical data that we now take destroying data for granted. Mass storage is not free yet — but it is cheap. Copeland himself addresses \"a more realistic argument: if the cost of mass storage were low enough, then deletion would become undesirable.\" Any system that exploits the separation of storage and compute can enjoy these low costs. An immutable dataset and a timeline of changing states are two sides of the same coin. Previous states carry the innate property of time (whether defined by familiar wall clocks or versions or logical clocks). Jensen and Snodgrass have thoroughly researched time-related database queries. Much of their work was published in the 1990s and early 2000s. Storing time, querying across time, time as a value ... these challenging subjects eventually grew to form SQL:2011 . Most SQL databases have struggled to implement SQL:2011. Incorporating time as a core concept in mutable databases (those which support destructive updates and deletes) amplifies existing complexity. Time should simplify the database, not complicate it. Document databases have a more convoluted story. Attempts at \"schemaless\", semi-structured, document, and object databases stretch from Smalltalk in the 1980s to C++ in the 1990s to Java and graphs in the 2000s to JSON in the 2010s . Despite all this, the most successful semi-structured document store, as of 2023, is a Postgres database with JSON columns. Database users desire flexible storage and querying — but yesterday's weather says they desire SQL more. Can't we have both? SQL has four identities, four histories. There is an SQL of academia, born of Codd's relational algebra (1970) and Chamberlin/Boyce SEQUEL (1974) , grown over decades with research like Snodgrass/Jensen's TSQL2. Then there is the SQL of industry, the many-tentacled leviathan of IBM, Oracle, and Microsoft: the SQL sold to businesses and governments, ceaselessly bifurcated into new dialects with each version and implementation. Between these two rests the SQL of the ISO specification — unified across 11 published standards, from SQL-86 to SQL:2023, spanning thousands of pages, adhered to by no single database. [1] Last, there is colloquial SQL, the language one refers to by the question, \"do you know SQL?\" These four threads are intertwined across four decades, making it very difficult to clearly define what is meant by \"SQL\", even in very narrow contexts. Colloquial SQL is of greatest interest to us. This is the ubiquitous query language any new database must implement to succeed. Khoshafian and Copeland introduced the Decomposition Storage Model (DSM) in 1985. The four decades that followed saw any number of approaches to data analytics. Most of the time, however, these demanded expensive data acrobatics: data was piped, streamed, dumped, and copied into denormalized cubes and time-series databases. As humanity grew out of the batch processing of the 1980s into the always-online society of the 2020s, analytics data became another form of operational data and this pipeline was looped back to users and customers. Hybrid Transactional/Analytical Processing (HTAP) promises a simpler, natural successor to OLTP and OLAP systems. For many businesses, the transactional/analytical divide is as arbitrary as destroying data with every state change. Humanity will arbitrarily destroy data in 2026 because hard disks were expensive in 1986. Similarly, we will wastefully query data with multiple systems in 2026 because CPUs were slow in 1986.","breadcrumbs":"Appendix » Why? » History","id":"326","title":"History"},"327":{"body":"When you approach Endb from a distance, you won't see the pillars at first. You'll see the structure they support. This structure also binds the pillars together. The query language of a database is its glue. It is the user interface. It defines the user experience. It is at once a programming language, a dialogue, an envelope, a protocol. But a query engine is not divorced from its query language, and so the language choice also informs system design and behaviour. There are mundane reasons for choosing SQL. If asked \"do you know SQL?\" there's a high probability the answer is \"yes.\" SQL is the language of data science and third-party tools. If any sufficiently successful database has to provide SQL access anyway, one may as well start there. But this is not why we chose SQL. We believe SQL can be beautiful. As mentioned in History , we are primarily concerned with colloquial SQL. The other threads of SQL are relevant but Endb will never implement the entire SQL specification. Instead, the Endb SQL dialect unifies the pillars under one strongly-dynamically-typed umbrella, a variation of the SQLite dialect. SQLite's applications are quite different from those of Endatabas, so Endb SQL is not weakly-typed and Endb types are not a free-for-all. Instead, Endb internally adopts types from Apache Arrow , which it uses as a storage medium. When considering alternatives, there are no direct contenders. Cypher, Datalog, MongoDB query documents, and other schemaless query languages work well for one database implementation but lack both mindshare and standards. PartiQL, SQL++, and other NewSQL languages that depart from SQL suffer precisely because they are almost SQL. One can fantasize about designing a query language from scratch but it's very easy to get wrong and takes decades to build mindshare. SQL has been through this decades-long gauntlet. Just as PL/SQL and T-SQL differ, so will Endb SQL from other dialects. However, colloquial SQL is comparable to colloquial Hindi — at higher levels, it bifurcates into Urdu and Sanskrit but speakers of both lineages understand one another. Endb SQL will be familiar to users of other SQL dialects. With its long, rich history SQL not only has the necessary theoretical underpinnings but the battle scars of technology that lasts. It sits alongside POSIX, TCP/IP, LISP, C, and the QWERTY keyboard layout. It will see its centenary.","breadcrumbs":"Appendix » Why? » Why SQL?","id":"327","title":"Why SQL?"},"328":{"body":"Even if we ignore Copeland's dream of mass storage from 1980, it is easy to see why destroying data is harmful. To destroy data is to destroy facts — to lie about the truth of what happened. Few modern systems permit the total destruction of data for this obvious reason. Some choose to create audit tables: users_audits, sales_audits, and so on. Some choose to log anything and everything. \"It's on disk somewhere.\" It's not uncommon for companies to extract metrics from logs to create invoices and reports, turning a log file into a bespoke immutable database. Industries which take their data very seriously (banking, healthcare) already store immutable records. They just do so in a mutable database. Append-only tables are not new, but they're an order of magnitude easier to work with — for both users and operators — if the database is append-only from the ground up. These same industries will resist the destruction of data unless absolutely necessary, but they will bend to necessity. Erasure is concomitant with immutability — we cannot have one without the other. The existing designs of databases create serious problems for privacy. DELETE, when overloaded to mean both \"save disk space\" and \"explicitly remove this data\", becomes opaque. It does not leave any queryable record of the deletion. Removing data should keep tombstones so it's at least known that some data was removed.","breadcrumbs":"Appendix » Why? » Why Full History?","id":"328","title":"Why Full History?"},"329":{"body":"Keeping your data's entire history is the write-side of the equation. If you didn't care about getting this data back, you could just dump it into an unintelligible pile. But you not only want your data back, you want to query it in the easiest way possible. One very sensible way to see and query immutable data is along a timeline. Endb makes no assumptions about your desire to participate in this timeline. By default, everything is visible as-of-now but querying the past should feel effortless. -- without time travel:\nSELECT * FROM products;\n-- time travel to 2020:\nSELECT * FROM products FOR SYSTEM_TIME AS OF 2020-08-25T00:00:00;","breadcrumbs":"Appendix » Why? » Why a timeline?","id":"329","title":"Why a timeline?"},"33":{"body":"The WITH keyword can create Common Table Expressions (CTEs) for DML, just as it can for queries . WITH top_margin_products AS (SELECT product_no, name FROM products WHERE (price - cost) > 5.00)\nINSERT INTO banner_products SELECT product_no, name FROM top_margin_products;","breadcrumbs":"SQL Reference » Data Manipulation » WITH (Common Table Expressions)","id":"33","title":"WITH (Common Table Expressions)"},"330":{"body":"Separating storage from compute is an implementation detail. AWS customers don't choose Amazon Aurora because they're craving this separation. Decoupling storage from compute makes scale (both up and down) trivial. It also introduces the possibility of \"reducing network traffic, ... fast crash recovery, failovers to replicas without loss of data, and fault-tolerant, self-healing storage.\" This decoupling is concomitant with Light and Adaptive Indexing . It is undesirable to manually construct expensive indexes for unknown future schemas over (effectively) infinite data. Instead, we should let machine learning handle this job.","breadcrumbs":"Appendix » Why? » Why Separation of Storage and Compute?","id":"330","title":"Why Separation of Storage and Compute?"},"331":{"body":"It can be argued that \"why documents?\" is really multiple questions: why schemaless? why nested data? why dynamic SQL? First, the challenges. It is extremely difficult to force global schema onto every row in a table in an immutable world. Even if there were a simple mechanism in SQL to alter table schema only for certain durations (there isn't), the database user would still be burdened with querying based on a particular schema at a particular time in the history of the table. This complexity is compounded by the fact that static schemas have less and less meaning in a temporal world. Endb introduces SQL:2011 time-travel and period predicates . The difficulty, mentioned earlier, that other databases encounter when introducing SQL:2011 is twofold: dealing with \"time\" in a world where history can be violently rewritten and managing an unbending schema across time. Nested data is equally unnatural in incumbent databases. SQL:99, SQL:2016, SQL:2023 all offer some way of shoehorning nested data into flat tables. DynamoDB, Couchbase, and MongoDB are the most common document databases but they don't speak SQL. [2] Not only will no one ever decompose relational data into 6NF, it is unlikely we'll ever see a return to the classic BCNF of business entity-relationship diagrams. Nested data is here to stay. Foreign, embedded JSON (or XML) is little more than a band-aid. Nested data should be native to SQL queries. Second, the joys. Schema-per-row can be incredibly liberating. Not only does this feel more natural, it embraces the messy truth of the real world. Schema-on-write can be added later, when the business is ready to lock down what it knows about a domain. But many use cases demand flexible schemas. What if this week's project requires downloading huge amounts of semi-structured JSON pricing data from the APIs of competing online stores to compare them? Endb can handle this case out of the box. Most databases would require a great deal of manipulation first. Dynamic SQL is required to support schemaless, nested data — but it also brings its own joys. When dynamic SQL rests on top of a flexible data model which can ingest any data, it is capable of exploring nested data and easily constructing arbitrary joins users could normally only construct in a graph database.","breadcrumbs":"Appendix » Why? » Why documents?","id":"331","title":"Why documents?"},"332":{"body":"It is often the job of analytics databases to record and query all the data of a business, denormalized for speed. There will always be analytical jobs which require data to be transformed. But many businesses already allow data scientists, analysts, and even CEOs read-only access to an OLTP replica. HTAP is right on the horizon . Endb hopes to participate in that evolution by making all business data accessible to easy-to-produce, cheap, ephemeral read replicas.","breadcrumbs":"Appendix » Why? » Why \"One Database\"?","id":"332","title":"Why \"One Database\"?"},"333":{"body":"We cannot reconcile building and selling a product we would never buy ourselves.","breadcrumbs":"Appendix » Why? » Why Commercial Open Source?","id":"333","title":"Why Commercial Open Source?"},"334":{"body":"All of the pillars outlined above have their own strike-when-the-iron-is-hot moment. The SQLite we know today began to materialize in 2001. Amazon S3 was launched in 2006. MongoDB was first released in 2007. Immutable data and functional programming reached the mainstream in the 2010s. Datomic (arguably the first immutable OLTP database) was release in 2012. Amazon Aurora was released in 2015 and Google's AlloyDB in 2022. Apache Arrow saw its first release in 2016. Over the past decade, many financial firms built their own in-house temporal databases. SQL:2011, SQL:2016, and SQL:2023 were ratified in their respective eponymous years. HTAP hasn't quite happened yet. AI-driven indexes haven't quite happened yet. The moment for something like Endatabas is now... but it is a very long moment. Endatabas cannot be built in a Postgres-compatible fashion. Technically, it would be prohibitively expensive to build Endatabas from existing components. It's time for something new. The complete SQL specification is very difficult to implement in full, though Mimer likely comes closest to this goal . There is XQuery, of course. But most businesses today do not build their nested data storage on XQuery.","breadcrumbs":"Appendix » Why? » Why Now?","id":"334","title":"Why Now?"},"335":{"body":"","breadcrumbs":"Appendix » Architecture » Architecture","id":"335","title":"Architecture"},"336":{"body":"All records in Endatabas are immutable. Historical data is not lost when an UPDATE or DELETE statement is executed. You can think of endb as one giant log of transactions with fast queries made possible by adaptive indexing .","breadcrumbs":"Appendix » Architecture » Immutable","id":"336","title":"Immutable"},"337":{"body":"The only time data in Endatabas is truly deleted is with the ERASE statement. This is used for user safety and compliance with laws like GDPR.","breadcrumbs":"Appendix » Architecture » Erasure","id":"337","title":"Erasure"},"338":{"body":"Both the heart and \"UI\" of Endatabas is a dynamic SQL engine which natively understands strongly-typed, semi-structured rows (documents). Here is an example to illustrate what that means: INSERT INTO stores {brand: \"Alonzo's Analog Synthesizers\", addresses: [{city: \"New Jersey\", country: \"United States\", opened: 1929-09-01}, {city: \"Göttingen\", country: \"Germany\", opened: 1928-09-01}]}; -- recursive query of ISO dates from the nested document:\nSELECT addresses..opened FROM stores; Endb SQL bases its core SQL dialect on SQLite. It also draws inspiration from SQL:99, SQL:2011, SQL:2016, and SQL:2023. Read more in our bibliography .","breadcrumbs":"Appendix » Architecture » Dynamic SQL","id":"338","title":"Dynamic SQL"},"339":{"body":"Endatabas stores and processes data as columns. Endb's columnar storage is built on Apache Arrow . Endb SQL allows users to retrieve data as documents. The ultimate goal is for Endatabas to serve many (hybrid) purposes: day-to-day transactions and analytical jobs.","breadcrumbs":"Appendix » Architecture » Columnar: Hybrid Transactional Analytic Processing (HTAP)","id":"339","title":"Columnar: Hybrid Transactional Analytic Processing (HTAP)"},"34":{"body":"Parameters to DML are documented under the HTTP API .","breadcrumbs":"SQL Reference » Data Manipulation » Parameters","id":"34","title":"Parameters"},"340":{"body":"Queries are compiled to Common Lisp and use hash joins. Join ordering is done heuristically, by base table size. Correlated queries are memoized by building indexes in-memory during query execution.","breadcrumbs":"Appendix » Architecture » Query Execution","id":"340","title":"Query Execution"},"341":{"body":"More detailed information about the future of Endb can be found in the roadmap .","breadcrumbs":"Appendix » Architecture » Future","id":"341","title":"Future"},"342":{"body":"If you're not sure what this is, think Amazon Aurora, Google AlloyDB, and Neon. Compute nodes are the classic database (Postgres, MongoDB, etc.) — in an immutable world, these are just caches. Storage is elastic object or blob storage (S3, Azure Blobs, etc.). Endatabas is built to live in the clouds, alongside infinite disk. Although the groundwork for separating storage from compute exists in Endb today, elastic storage backends are not yet implemented.","breadcrumbs":"Appendix » Architecture » Cloud: Separation of Storage from Compute","id":"342","title":"Cloud: Separation of Storage from Compute"},"343":{"body":"For more information on light and adaptive indexing, you can watch Håkan's talk from 2022: \"Light and Adaptive Indexing for Immutable Databases\" Endb does not yet support adaptive indexing.","breadcrumbs":"Appendix » Architecture » Adaptive Indexing","id":"343","title":"Adaptive Indexing"},"344":{"body":"You can read our high-level roadmap on GitHub .","breadcrumbs":"Appendix » Roadmap » Roadmap","id":"344","title":"Roadmap"},"345":{"body":"All Endatabas code is Copyright Håkan Råberg and Steven Deobald and licensed GNU Affero General Public License v3.0 , unless otherwise specified. To contribute to Endatabas, please refer to CONTRIBUTING .","breadcrumbs":"Appendix » License » License","id":"345","title":"License"},"35":{"body":"Transactions in Endb are implicit. Run multiple DML statements in a single transaction by providing multiple statements (delimited by semicolons) to a single POST to the HTTP API .","breadcrumbs":"SQL Reference » Data Manipulation » Transactions","id":"35","title":"Transactions"},"36":{"body":"Endb SQL strives to empower the query author. Basic SQL queries should be familiar. Advanced SQL queries should be simple.","breadcrumbs":"SQL Reference » Queries » Queries","id":"36","title":"Queries"},"37":{"body":"The most common hand-written SQL query tends to be the easiest: SELECT * FROM products; Without a WHERE clause (discussed below) the entire table is returned. Because Endb is schemaless, * has a special meaning. Each document (row) in Endb carries with it its own schema. As a result, * refers to the widest possible set of columns, across all the rows returned. In many SQL dialects, columns are strictly ordered. Because Endb columns cannot have a strict order, * returns them in alphabetical order. You can select the widest set of columns for a specific table with <table>.*: SELECT p.* FROM products p JOIN coupons c ON p.price = c.price;","breadcrumbs":"SQL Reference » Queries » SELECT *","id":"37","title":"SELECT *"},"38":{"body":"In programmatic environments, it is almost always preferable to query for specific columns by name: SELECT product_no, price FROM products; Select a list of columns by delimiting them with commas. SELECT product_no, v, price, name FROM products; Select a column with spaces by delimiting it with backticks or square braces: SELECT products['product no'] FROM products;\nSELECT `product no` FROM products; NOTE: Whether or not your Endb client respects column ordering is dependent on the content type it uses in Accept Headers. It is worth reading over the Accept Header documentation, in this regard. Limit query results to distinct rows or expand to all rows with DISTINCT and ALL. SELECT DISTINCT name FROM products;\nSELECT ALL product_no FROM products p JOIN sales s ON p.name = s.name;","breadcrumbs":"SQL Reference » Queries » SELECT","id":"38","title":"SELECT"},"39":{"body":"","breadcrumbs":"SQL Reference » Queries » FROM","id":"39","title":"FROM"},"4":{"body":"","breadcrumbs":"Tutorial » Quickstart » Quickstart","id":"4","title":"Quickstart"},"40":{"body":"For convenience, tables can be given aliases immediately following their name in the FROM clause. SELECT p.name FROM products p; The AS operator can also (optionally) be used to provide an alias for a table. SELECT p.name FROM products AS p; More usefully, it can give a temporary table name to an expression. The temporary table name can either have anonymous columns or named columns. (The VALUES keyword is explained in the following VALUES Lists section.) SELECT p.column1 FROM (VALUES ('Paprika', 4.77)) AS p;\nSELECT p.price FROM (VALUES ('Paprika', 4.77)) AS p(name, price);","breadcrumbs":"SQL Reference » Queries » Alias Tables","id":"40","title":"Alias Tables"},"41":{"body":"The AS keyword is also used to alias columns. This is useful when column names conflict in a join. (Joins are explained below.) If the same column is specified more than once, the last reference to that column name is the one which will be returned: SELECT c.price, p.price FROM products p JOIN coupons c ON p.name = c.name; If both columns are required, AS can be used to rename one or both of the columns: SELECT p.price AS regular_price, c.price FROM products p JOIN coupons c ON p.name = c.name;","breadcrumbs":"SQL Reference » Queries » Alias Columns","id":"41","title":"Alias Columns"},"42":{"body":"Because Endb is schemaless, documents (rows) can be joined on any fields (columns) which have equivalent values. Joins are written in the form <table1> JOIN <table2> ON <table1>.<column1> <operator> <table2>.<column2>. Join operators are generally comparisons or booleans . INSERT INTO coupons {name: 'Salt', price: 3.0};\nSELECT * FROM products p JOIN coupons c ON p.name = c.name; LEFT JOIN, LEFT OUTER JOIN, INNER JOIN, and CROSS JOIN are all supported. NOTE: Endb does not restrict name clashes in unqualified column selection or SELECT *. If two tables share the same column name, the results from the column of the second table in the join will be visible in the returned result, but not the results of the first.","breadcrumbs":"SQL Reference » Queries » JOIN","id":"42","title":"JOIN"},"43":{"body":"When the columns to join share the same name between two tables, USING is a shorthand that permits joining on the equality of those two columns. A USING query also supports unambiguous use of the unqualified column name in the SELECT clause. SELECT project_name, users.name, projects.budget FROM users JOIN projects USING (project_name);","breadcrumbs":"SQL Reference » Queries » USING","id":"43","title":"USING"},"44":{"body":"Rather than returning the entire table, documents (rows) can be filtered with a WHERE clause. SELECT * FROM products WHERE price > 4;","breadcrumbs":"SQL Reference » Queries » WHERE (Filtering)","id":"44","title":"WHERE (Filtering)"},"45":{"body":"More advanced filters are documented in Operators and Functions .","breadcrumbs":"SQL Reference » Queries » Advanced Filtering","id":"45","title":"Advanced Filtering"},"46":{"body":"Results from queries can be ordered with standard SQL ORDER BY. SELECT * FROM products ORDER BY price; By default, ordering is ascending. For descending order, suffix the ORDER BY clause with DESC: SELECT * FROM products ORDER BY price DESC; To force ascending order, use ASC: SELECT * FROM products ORDER BY price ASC; It is also possible to order by an expression: SELECT * FROM products ORDER BY LENGTH(name);\nSELECT * FROM products ORDER BY -price; In the example above, LENGTH is an example of a function. A complete list of functions can be found in the Functions documentation.","breadcrumbs":"SQL Reference » Queries » ORDER BY (Sorting Results)","id":"46","title":"ORDER BY (Sorting Results)"},"47":{"body":"GROUP BY accepts a list of columns and creates aggregated rows based on each of those columns, in order. Each aggregate is returned as a single row. Each column returned must either be a column specified in the GROUP BY clause or a column created with an aggregate function , such as SUM. SELECT name, price FROM products GROUP BY name, price;\nSELECT name, SUM(price) FROM products GROUP BY name;","breadcrumbs":"SQL Reference » Queries » GROUP BY","id":"47","title":"GROUP BY"},"48":{"body":"HAVING adds a search condition to an aggregate query. SELECT name, SUM(price) FROM products GROUP BY name HAVING LENGTH(name) > 4; It is most often used with GROUP BY (seen above), but it is also legal with other aggregates: SELECT SUM(products.price) FROM products HAVING SUM(products.price) = 13;","breadcrumbs":"SQL Reference » Queries » HAVING","id":"48","title":"HAVING"},"49":{"body":"LIMIT specifies the maximum number of rows to be returned by the query. SELECT * FROM products LIMIT 2; It always makes sense to control the order of returned rows so LIMIT always returns the same rows for the same query -- unless you don't care which rows are returned. SELECT * FROM products ORDER BY price ASC LIMIT 2; OFFSET allows queries to skip rows before returning a limited set. SELECT * FROM products ORDER BY price ASC LIMIT 2 OFFSET 2;","breadcrumbs":"SQL Reference » Queries » LIMIT","id":"49","title":"LIMIT"},"5":{"body":"mkdir -p endb_data\ndocker pull endatabas/endb\ndocker run --rm -p 3803:3803 -v endb_data:/app/endb_data docker.io/endatabas/endb See Installation for more ways to install and build endb. See Try It! for methods of connecting to Endb and running queries.","breadcrumbs":"Tutorial » Quickstart » Install Endb","id":"5","title":"Install Endb"},"50":{"body":"The VALUES keyword is used to create a static table of documents (rows). Each row is denoted by a pair of parentheses. All rows must have Union Compatibility which, for Endb, means they have the same number of columns. VALUES (1, 'Salt'), (2, 'Pepper'), (3, 'Vinegar'); Endb assigns anonymous columns the names column1, column2, etc. Columns can instead be given names with a table alias : SELECT * FROM (VALUES (1, 'Salt'), (2, 'Pepper'), (3, 'Vinegar')) AS t (product_no, name);","breadcrumbs":"SQL Reference » Queries » VALUES Lists","id":"50","title":"VALUES Lists"},"51":{"body":"The OBJECTS keyword is used to create a static table comprised of object literals, each representing a document (row). Each row is directly denoted by an object literal. OBJECTS lists do not require Union Compatibility , so jagged lists are permitted. OBJECTS {product_no: 1, name: 'Salt'}, {product_no: 2, name: 'Pepper', price: 3.99};\nSELECT * FROM (OBJECTS {product_no: 1, name: 'Salt'}, {product_no: 2, name: 'Pepper'}) as t;","breadcrumbs":"SQL Reference » Queries » OBJECTS Lists","id":"51","title":"OBJECTS Lists"},"52":{"body":"The set operations union, intersection, and difference are available to the results of two queries.","breadcrumbs":"SQL Reference » Queries » Set Operations: UNION, INTERSECT, EXCEPT","id":"52","title":"Set Operations: UNION, INTERSECT, EXCEPT"},"53":{"body":"Append the results of one query to another. Duplicate rows are removed. SELECT * FROM products UNION SELECT * FROM new_products; To keep duplicate rows, use UNION ALL: SELECT * FROM products UNION ALL SELECT * FROM new_products;","breadcrumbs":"SQL Reference » Queries » UNION","id":"53","title":"UNION"},"54":{"body":"The intersection of two queries returns results which are found in both. SELECT * FROM products INTERSECT SELECT * FROM new_products;","breadcrumbs":"SQL Reference » Queries » INTERSECT","id":"54","title":"INTERSECT"},"55":{"body":"The difference of two queries returns only results from the first query which are not found in the second. Another way of thinking about this is that results of the second query are removed from the first. SELECT * FROM products EXCEPT SELECT * FROM ignored_products;","breadcrumbs":"SQL Reference » Queries » EXCEPT","id":"55","title":"EXCEPT"},"56":{"body":"\"Union Compatibility\" refers to the ability of two queries to be used in a union, intersection, or difference. Because Endb is dynamically-typed, the only constraint on union compatibility is the number of columns returned. In general, it only makes sense to use set operations on two queries which return either: (1) explicit columns, so order and naming are respected or (2) columns with the same names, so they are guaranteed to return in order, in the case of * queries. When applying set operations to * queries, keep in mind that the widest column set (across the entire history of the table) will be returned. If the queries return a different number of columns, set operations will result in an error: -> SELECT * FROM products UNION SELECT * FROM new_products;\n400 Bad Request\nNumber of UNION left columns: 3 does not match right columns: 2","breadcrumbs":"SQL Reference » Queries » Union-Compatibility","id":"56","title":"Union-Compatibility"},"57":{"body":"The WITH keyword is used to create Common Table Expressions , or CTEs. CTEs act like temporary tables or views within the context of a query or DML statement . CTEs are used in place of a sub-select to simplify the appearance of a query. WITH clauses take the form WITH <cte-name> AS (<cte-select>). WITH top_margin_products AS (SELECT product_no FROM products WHERE (price - cost) > 5.00)\nSELECT name FROM products\nWHERE product_no IN (SELECT product_no FROM top_margin_products);","breadcrumbs":"SQL Reference » Queries » WITH (Common Table Expressions)","id":"57","title":"WITH (Common Table Expressions)"},"58":{"body":"The RECURSIVE keyword can be added to WITH to create recursive CTEs which can refer to themselves. Recursive CTEs will always have the form <initial-select> UNION <recursive-select> or <initial-select> UNION ALL <recursive-select>. Here is a naive example, demonstrating the recursive construction of a Fibonacci Sequence: WITH RECURSIVE fib(previous, current) AS ( VALUES (0, 1) UNION ALL SELECT fib.current, fib.previous + fib.current FROM fib WHERE fib.previous + fib.current < 5000\n)\nSELECT * FROM fib; The most beneficial uses for WITH RECURSIVE are walking hierarchical and graph-shaped data sets -- capabilities ordinary SQL lacks. However, Endb recursive queries are also capable of solving Sudoku puzzles and constructing fractals, as seen in the test suite . (Credit goes to SQLite's delightful Outlandish Recursive Query Examples .)","breadcrumbs":"SQL Reference » Queries » WITH RECURSIVE","id":"58","title":"WITH RECURSIVE"},"59":{"body":"Lateral queries permit access to named values from the FROM clause in the SELECT clause. The LATERAL keyword is optional in Endb as all queries are lateral queries by default. SELECT halved FROM products, LATERAL (SELECT price / 2.0 AS halved) h;\nSELECT halved FROM products, (SELECT price / 2.0 AS halved) h;","breadcrumbs":"SQL Reference » Queries » LATERAL","id":"59","title":"LATERAL"},"6":{"body":"If you do not want to install a full Endb instance, you can try the Live Demo instead. The Wasm Console runs Endb directly in your web browser, so you can ignore the steps in Try It! and jump straight to Endb SQL Basics . NOTE: The Wasm Console is not a full Endb instance. It does not provide APIs and has other performance and infrastructure limitations.","breadcrumbs":"Tutorial » Quickstart » Try Online","id":"6","title":"Try Online"},"60":{"body":"Repeatable reads are achieved in Endb by creating savepoints , which queries can return to later. When returning to a savepoint in the future, queries will return results according to the state of the database when the savepoint was captured. By default, savepoints have a 60-second lifespan, after which they expire. Use of a savepoint during its lifespan will renew its lease, allowing it to be used for another 60 seconds. Savepoints can be forcibly expired with RELEASE. Attempting to use a savepoint that has been expired or released will return No active savepoint: <savepoint>. NOTE: Repeatable reads are only available to the HTTP API .","breadcrumbs":"SQL Reference » Queries » Repeatable Reads: SAVEPOINT, ROLLBACK, RELEASE","id":"60","title":"Repeatable Reads: SAVEPOINT, ROLLBACK, RELEASE"},"61":{"body":"Other SQL dialects have more transaction-specific semantics for SAVEPOINT, ROLLBACK, and RELEASE. Because this difference in behaviour may be confusing to users familiar with other databases, we provide the example below. The result of the final query returns the first two dungeons, which were inserted prior to the savepoint, but not \"Tower of Hera\". INSERT INTO dungeons {name: 'Eastern Palace'};\nINSERT INTO dungeons {name: 'Desert Palace'};\nSAVEPOINT desert_palace;\nINSERT INTO dungeons {name: 'Tower of Hera'};\nROLLBACK TO desert_palace; SELECT * FROM dungeons; NOTE: The ROLLBACK and SELECT above must be executed together, in the same stateless \"transaction\". (Normally this will mean executing both statements in a single HTTP request.)","breadcrumbs":"SQL Reference » Queries » Minimal Example","id":"61","title":"Minimal Example"},"62":{"body":"The SAVEPOINT operator captures a new savepoint at the time it executes. Savepoints can be named or anonymous. Anonymous savepoints are named with a UUID. The name of the savepoint is returned as an attribute named result. SAVEPOINT desert_palace;\n-- [{'result': 'desert_palace'}]\nSAVEPOINT;\n-- [{'result': '0b12de43-1c92-4d92-ab7c-51c5a5129074'}]","breadcrumbs":"SQL Reference » Queries » SAVEPOINT","id":"62","title":"SAVEPOINT"},"63":{"body":"Inside the scope of a stateless \"transaction\" (normally a single HTTP request), ROLLBACK is used to return to a savepoint. ROLLBACK TO <savepoint> returns to a named savepoint (by name) or an anonymous savepoint (by string UUID). Queries executed inside such a transaction return results according to the state of the database when the savepoint was created. The use of ROLLBACK renews the lease of the associated savepoint. ROLLBACK TO desert_palace; SELECT * FROM dungeons;\nROLLBACK TO 'eab07765-de6f-4f74-8052-838dd29ee8e7'; SELECT * FROM dungeons;","breadcrumbs":"SQL Reference » Queries » ROLLBACK","id":"63","title":"ROLLBACK"},"64":{"body":"The RELEASE keyword expires a savepoint so it can no longer be used. Anonymous savepoints can be released by string UUID. RELEASE desert_palace;\nRELEASE 'f7c314dd-47b9-4c85-9502-b8e35c82b935';","breadcrumbs":"SQL Reference » Queries » RELEASE","id":"64","title":"RELEASE"},"65":{"body":"Standard SQL keywords are used to begin, commit, and rollback explicit transactions. NOTE: Explicit transactions are only available to the WebSocket API .","breadcrumbs":"SQL Reference » Queries » Transactions","id":"65","title":"Transactions"},"66":{"body":"This minimal example assumes a connection via the WebSocket API. BEGIN;\nINSERT INTO dungeons {name: 'Dark Palace'};\nINSERT INTO dungeons {name: 'Swamp Palace'};\nINSERT INTO dungeons {name: 'Skull Woods'};\nROLLBACK;\nSELECT * FROM dungeons;","breadcrumbs":"SQL Reference » Queries » Minimal Example","id":"66","title":"Minimal Example"},"67":{"body":"The BEGIN keyword starts a new transaction. BEGIN TRANSACTION;","breadcrumbs":"SQL Reference » Queries » BEGIN [TRANSACTION]","id":"67","title":"BEGIN [TRANSACTION]"},"68":{"body":"The COMMIT keyword commits the open transaction to disk. END is a synonym for COMMIT. COMMIT TRANSACTION;","breadcrumbs":"SQL Reference » Queries » COMMIT [TRANSACTION]","id":"68","title":"COMMIT [TRANSACTION]"},"69":{"body":"The ROLLBACK keyword throws away any uncommitted changes since the transaction began. ROLLBACK TRANSACTION; NOTE: The ROLLBACK keyword should not be confused with the ROLLBACK keyword for savepoints . Both can be called without mentioning a savepoint or transaction, but their behaviour differs based on whether the client is in an explicit transaction or not.","breadcrumbs":"SQL Reference » Queries » ROLLBACK [TRANSACTION]","id":"69","title":"ROLLBACK [TRANSACTION]"},"7":{"body":"You can send SQL statements to endb over HTTP or WebSockets. Any HTTP or WebSocket client will do, and Endb ships with a console and client libraries.","breadcrumbs":"Tutorial » Try It! » Try It!","id":"7","title":"Try It!"},"70":{"body":"","breadcrumbs":"SQL Reference » SQL Data Types » SQL Data Types","id":"70","title":"SQL Data Types"},"71":{"body":"Null serves a variety of purposes in Endb. Explicit: You can provide an explicit NULL value \"Unknown\": As with any SQL, you will receive a null when 3-Valued Logic cannot determine if a statement is true or false \"Missing\": Jagged rows will return NULL for columns projected for a document which does not contain them","breadcrumbs":"SQL Reference » SQL Data Types » NULL","id":"71","title":"NULL"},"72":{"body":"Endb accepts unbounded, variable-length strings with either single or double quotes. CHAR and VARCHAR are synonyms for TEXT. INSERT INTO users (name, title) VALUES ('River', \"Prodigy\"); When casting using the CHAR synonym, an optional integer argument indicates the desired length of the resulting string, padded with spaces: SELECT CAST(123 AS CHAR(10));\n-- [{'column1': '123 '}]","breadcrumbs":"SQL Reference » SQL Data Types » TEXT (CHAR, VARCHAR)","id":"72","title":"TEXT (CHAR, VARCHAR)"},"73":{"body":"Boolean values can be TRUE, FALSE, or NULL.","breadcrumbs":"SQL Reference » SQL Data Types » BOOLEAN","id":"73","title":"BOOLEAN"},"74":{"body":"64-bit integer capable of auto-promotion to 128-bit integer.","breadcrumbs":"SQL Reference » SQL Data Types » INTEGER (BIGINT)","id":"74","title":"INTEGER (BIGINT)"},"75":{"body":"A 64-bit IEEE 754 floating point number, or double.","breadcrumbs":"SQL Reference » SQL Data Types » REAL (DOUBLE)","id":"75","title":"REAL (DOUBLE)"},"76":{"body":"Timestamps can be represented as either SQL timestamps, according to the SQL Specification, or ISO timestamps. The following are legal timestamp literals: 2007-01-01T00:00:00 2007-01-01T00:00:00.123Z 2007-01-01T00:00:00.000000Z TIMESTAMP '2007-01-01 00:00:00' TIMESTAMP '2007-01-01 00:00:00.000000Z'","breadcrumbs":"SQL Reference » SQL Data Types » TIMESTAMP","id":"76","title":"TIMESTAMP"},"77":{"body":"Dates can be represented as either SQL dates, according to the SQL Specification, or ISO dates. The following are legal date literals: 2007-01-01 DATE '2007-01-01'","breadcrumbs":"SQL Reference » SQL Data Types » DATE","id":"77","title":"DATE"},"78":{"body":"Times can be represented as either SQL times, according to the SQL Specification, or ISO times. The following are legal time literals: 23:59:12 23:59:12.12345 TIME '23:59:12' TIME '23:59:12.12345'","breadcrumbs":"SQL Reference » SQL Data Types » TIME","id":"78","title":"TIME"},"79":{"body":"A Period is a window of time between two date/time types. Periods are used with Period Predicates . {start: 2001-01-01, end: 2001-04-01} [2001-04-01T00:00:00Z, 2001-05-01] It is also possible to create a Period with the PERIOD constructor function.","breadcrumbs":"SQL Reference » SQL Data Types » PERIOD","id":"79","title":"PERIOD"},"8":{"body":"Our first couple examples will use curl , which you probably already have installed, to send queries directly to the API. curl -d \"INSERT INTO users (name) VALUES ('Tianyu')\" -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql\ncurl -d \"SELECT * FROM users\" -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql You don't need to use the API diretly if there is a client library available for your language of choice, but it is helpful to know that the underlying API is human-readable and based on open standards. Read more in the full HTTP API docs .","breadcrumbs":"Tutorial » Try It! » curl","id":"8","title":"curl"},"80":{"body":"An interval (or duration ) is created whenever two times are subtracted. SELECT 2001-01-02 - 2001-01-01; Interval literals can be constructed with ISO 8601 syntax : PT12H30M5S P1Y2M10DT2H30M This is equivalent to the same ISO 8601 syntax provided as a string to the DURATION constructor: DURATION('PT12H30M5S') DURATION('P1Y2M10DT2H30M') Interval literals can also be constructed with the classic SQL intervals DSL: INTERVAL '1-2' YEAR TO MONTH INTERVAL '0 12:34:56.789' DAY TO SECOND","breadcrumbs":"SQL Reference » SQL Data Types » INTERVAL (DURATION)","id":"80","title":"INTERVAL (DURATION)"},"81":{"body":"Binary Large Objects can be encoded as hexidecimal literals or cast from strings. x'DEADBEEF' CAST(\"hello\" AS BLOB)","breadcrumbs":"SQL Reference » SQL Data Types » BLOB (VARBINARY)","id":"81","title":"BLOB (VARBINARY)"},"82":{"body":"Endb SQL uses zero-based arrays. Arrays can be created with array literals similar to JSON. [\"one\", \"two\", \"three\"] Alternatively, arrays can also be created using a literal syntax similar to that in the SQL Specification or a constructor function. ARRAY [\"one\", \"two\", \"three\"] ARRAY(\"one\", \"two\", \"three\") Array literals can contain the spread operator SELECT [1, 2, ...[3, 4], 5];\n-- [{'column1': [1, 2, 3, 4, 5]}] Array equality is tested lexicographically .","breadcrumbs":"SQL Reference » SQL Data Types » ARRAY","id":"82","title":"ARRAY"},"83":{"body":"Objects (which can also be thought of as documents, or rows) can be created with object literals enclosed in curly braces, similar to JSON. Keys in object literals can be quoted or unquoted. {name: \"Hanna\", birthday: 1982-12-31} {'name': \"Hanna\", 'birthday': 1982-12-31} Alternatively, objects can be created using either an OBJECT constructor keyword, similar to that in the SQL Specification. OBJECT(name: 'Hanna', birthday: 1982-12-31) Object literals can contain spreads , computed fields , shorthands , and row literals . SELECT { a: 1, ...[2, 3] };\n-- [{'column1': {'0': 2, '1': 3, 'a': 1}}]\nSELECT { foo: 2, ['foo' || 2]: 5 };\n-- [{'column1': {'foo': 2, 'foo2': 5}}]\nSELECT {p.name, c.discounted} FROM products p JOIN coupons c ON p.name = c.name;\n-- [{'column1': {'discounted': 2.99, 'name': 'Salt'}}]\nSELECT {product: {p.*}, discounted: c.discounted} FROM products p JOIN coupons c ON p.name = c.name;\n-- [{'column1': {'discounted': 2.99, 'product': {'name': 'Salt', 'price': 5.99}}}] Object equality is tested by comparing each key-value pair as an array.","breadcrumbs":"SQL Reference » SQL Data Types » OBJECT","id":"83","title":"OBJECT"},"84":{"body":"","breadcrumbs":"SQL Reference » SQL Data Types » Dynamic Literals","id":"84","title":"Dynamic Literals"},"85":{"body":"It is possible return an entire document (row) as a single literal value. The syntax is akin to Postgres ROW literals . Unlike table.*, which pads non-existent columns with NULL, a row literal returns exactly the schema specified for each individual row. { table.* } Example usage: SELECT { products.* } FROM products; As a shorthand, a table's name may be used in the SELECT clause to return entire rows as documents: -> SELECT users FROM users;\n-- [{'users': {'email': 'patrick@oracle.com', 'name': 'Patrick'}},\n-- {'users': {'email': 'preethi@shopify.ca', 'name': 'Preethi'}}] NOTE: When a table contains a column of the same name, the column takes precedence and a single column is returned, as usual: -> SELECT status FROM status;\n-- [{'status': 'error'}, {'status': 'ok'}]","breadcrumbs":"SQL Reference » SQL Data Types » Row Literals","id":"85","title":"Row Literals"},"86":{"body":"The Spread Operator (..., sometimes known as \"splat\") can be used to directly flatten/unnest one collection (an array, object, or row literal) into another. Strings are treated as character collections. SELECT [1, 2, ...[3, 4], 5];\n-- [{'column1': [1, 2, 3, 4, 5]}] SELECT [1, 2, ...\"foo\", 5];\n-- [{'column1': [1, 2, 'f', 'o', 'o', 5]}] If an array is spread into an object, its ordinals will be used as properties: SELECT { a: 1, ...{b: 2} };\n-- [{'column1': {'a': 1, 'b': 2}}] SELECT { a: 1, ...[2, 3] };\n-- [{'column1': {'0': 2, '1': 3, 'a': 1}}]","breadcrumbs":"SQL Reference » SQL Data Types » Spread","id":"86","title":"Spread"},"87":{"body":"In the key/property position, square brackets are used to construct computed fields in object literals . Computed fields are implicitly cast to string. SELECT { foo: 2, [2 + 2]: 5 };\n-- [{'column1': {'4': 5, 'foo': 2}}]\nSELECT { foo: 2, ['foo' || 2]: 5 };\n-- [{'column1': {'foo': 2, 'foo2': 5}}]","breadcrumbs":"SQL Reference » SQL Data Types » Computed Fields","id":"87","title":"Computed Fields"},"88":{"body":"Column names can be referred to in place of key-value pairs in object literals . SELECT {p.name, c.discounted} FROM products p JOIN coupons c ON p.name = c.name;\n-- [{'column1': {'discounted': 2.99, 'name': 'Salt'}}]","breadcrumbs":"SQL Reference » SQL Data Types » Shorthands","id":"88","title":"Shorthands"},"89":{"body":"Endb date/time data types currently only support times encoded as UTC.","breadcrumbs":"SQL Reference » SQL Data Types » Note on timezones","id":"89","title":"Note on timezones"},"9":{"body":"Endb provides a small console for writing Endb SQL directly: pip install endb_console\nendb_console # connects to localhost by default Assuming you inserted a user with curl above, you can query that table directly: -> SELECT * FROM users; Read more in the Console doc .","breadcrumbs":"Tutorial » Try It! » Console","id":"9","title":"Console"},"90":{"body":"Operations performed on scalars will attempt to widen those scalars for the purpose of the operation, if reasonable. -> select 2.0 = 2;\n[{'column1': True}] This widening includes joins on scalars, but not collections (ARRAY or OBJECT): -> INSERT INTO zig {at: 2023-12-21, val: 2}\n[{'result': 1}]\n-> INSERT INTO zag {at: 2023-12-21T00:00:00, val: 2.0}\n[{'result': 1}]\n-> SELECT * FROM zig i JOIN zag a ON i.at = a.at;\n[{'at': datetime.datetime(2023, 12, 21, 0, 0, tzinfo=datetime.timezone.utc), 'val': 2.0}]\n-> SELECT * FROM zig i JOIN zag a ON i.val = a.val;\n[{'at': datetime.datetime(2023, 12, 21, 0, 0, tzinfo=datetime.timezone.utc), 'val': 2.0}]","breadcrumbs":"SQL Reference » SQL Data Types » Note on type widening","id":"90","title":"Note on type widening"},"91":{"body":"","breadcrumbs":"SQL Reference » Operators » Operators","id":"91","title":"Operators"},"92":{"body":"Two values can be compared using standard SQL comparison operators: =, == (equals) > (greater than) < (less than) >= (greater than or equal to) <= (less than or equal to) <>, != (not equal to) SELECT * FROM products WHERE NOT name = 'Coffee';\nSELECT * FROM products WHERE name = 'Coffee' AND name <> 'Kaapi';\nSELECT * FROM products WHERE name > 'Cake' AND price >= 5.00;","breadcrumbs":"SQL Reference » Operators » Comparison","id":"92","title":"Comparison"},"93":{"body":"BETWEEN returns TRUE when a value is greater-than-or-equal-to the first limit and less-than-or-equal-to the second. It has the form BETWEEN x AND y. It can be negated with the form NOT BETWEEN x AND y. SELECT * FROM products WHERE price BETWEEN 2.00 AND 4.00;\nSELECT * FROM products WHERE price NOT BETWEEN 2.00 AND 4.00; NOTE: BETWEEN can also be used with System Time .","breadcrumbs":"SQL Reference » Operators » BETWEEN","id":"93","title":"BETWEEN"},"94":{"body":"WHERE and HAVING clauses can be modified and combined with standard SQL boolean operators.","breadcrumbs":"SQL Reference » Operators » Boolean Operators","id":"94","title":"Boolean Operators"},"95":{"body":"IS and IS NOT behave like = (==) and <> (!=) , respectively. They are usually used to augment equality checks to test for NULL, which is the third boolean value, representing \"unknown\". The literal UNKNOWN is permitted in IS / IS NOT expressions in place of NULL. When both sides of IS evaluate to NULL it returns TRUE. When only one side of IS NOT evaluates to NULL it returns TRUE, When only one side of IS evaluates to NUll it returns FALSE. When both sides of IS NOT evaluates to NULL it returns FALSE. SELECT * FROM products WHERE product_no IS NULL;\nSELECT * FROM products WHERE product_no IS UNKNOWN;\nSELECT * FROM products WHERE product_no IS NOT NULL;\nSELECT * FROM products WHERE product_no IS 386;\nSELECT * FROM products WHERE product_no IS NOT 444; NOTE: A WHERE clause of the form <column> IS NULL will not return rows for which <column> does not exist, as positive equality is only tested against extant columns. For example, the query SELECT * FROM products WHERE name IS NULL; will not return rows for which the column name does not exist. However, SELECT * FROM products WHERE name IS NOT NULL; will not return either rows where the name column has a value of NULL or the name column is missing. Thus, IS and IS NOT are not symmetrical for jagged data.","breadcrumbs":"SQL Reference » Operators » IS, IS NOT","id":"95","title":"IS, IS NOT"},"96":{"body":"IS DISTINCT FROM is a synonym for IS NOT. IS NOT DISTINCT FROM is a synonym for IS. NOTE: The IS [NOT] DISTINCT FROM form is provided for SQL specification compatibility and is not recommended, as it tends to be verbose and confusing.","breadcrumbs":"SQL Reference » Operators » IS [NOT] DISTINCT FROM","id":"96","title":"IS [NOT] DISTINCT FROM"},"97":{"body":"NOT can be prefixed to any clause to negate it: SELECT * FROM products WHERE NOT (name = 'Coffee'); AND returns true if two clauses both return true: SELECT * FROM products WHERE name = 'Coffee' AND price > 2.99; OR returns true if either of two clauses return true: SELECT * FROM products WHERE name = 'Coffee' OR name = 'Kaapi';","breadcrumbs":"SQL Reference » Operators » NOT, AND, OR","id":"97","title":"NOT, AND, OR"},"98":{"body":"Standard SQL mathemetical operators are available to any two numeric values: + (addition) - (subtraction) * (multiplication) / (division) % (modulo; integer remainder of division) << (left bit shift) >> (right bit shift) +NUMBER (unary plus) -NUMBER (unary minus) SELECT 1 + 3.555;\nSELECT 1 - 3.555;\nSELECT 2 * 3.555;\nSELECT 2 / 3.555;\nSELECT 2 % 3.555;\nSELECT 62 << 2;\nSELECT 62 >> 2;\nSELECT +128.5;\nSELECT -128.5; NOTE: Mathematical functions are documented under Functions .","breadcrumbs":"SQL Reference » Operators » Math","id":"98","title":"Math"},"99":{"body":"Standard SQL bitwise manipulation operators are available to any two values. & (bitwise and) | (bitwise or) The bitwise not operator is also available to a single value: ~ (bitwise not) SELECT 1 & 2;\nSELECT 1 | 2;\nSELECT ~1;","breadcrumbs":"SQL Reference » Operators » Bitwise Operators","id":"99","title":"Bitwise 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SELECT * FROM products WHERE name NOT LIKE '%of%'; NOTE: Endb LIKE is case-sensitive.","breadcrumbs":"SQL Reference » Operators » LIKE","id":"100","title":"LIKE"},"101":{"body":"REGEXP returns TRUE if a string matches the supplied regular expression. REGEXP may be prefixed with NOT. SELECT * FROM products WHERE name REGEXP '.*ee|.*ea';\nSELECT * FROM products WHERE name NOT REGEXP '.*[fst]+.*';","breadcrumbs":"SQL Reference » Operators » REGEXP","id":"101","title":"REGEXP"},"102":{"body":"GLOB returns TRUE if a string matches the supplied UNIX glob. GLOB may be prefixed with NOT. SELECT * FROM products WHERE name GLOB '*of*';\nSELECT * FROM avatars WHERE filename NOT GLOB '/opt/local/avatars/*/*.png'; NOTE: GLOB is case-sensitive. It conforms to standard UNIX globs and thus does not support \"globstar\" (recursive directory) expansion like **/*.png.","breadcrumbs":"SQL Reference » Operators » GLOB","id":"102","title":"GLOB"},"103":{"body":"MATCH returns TRUE if the value on the left contains the value on the right, at the top level. Note that a top-level array to the right of the MATCH refers to a set of values that all need to match, not a literal array. The following expressions return TRUE: SELECT 'foo' MATCH 'foo';\nSELECT [1, 2, 3] MATCH [3, 1];\nSELECT {user: 'foo', age: 42} MATCH {age: 42};\nSELECT {a: [1, 2, {c: 3, x: 4}], c: 'b'} MATCH {a: [{x: 4}, 1]}; The following expressions return FALSE: SELECT [1, 2, [1, 3]] MATCH [1, 3];\nSELECT {foo: {bar: 'baz'}} MATCH {bar: 'baz'};\nSELECT {a: [1, 2, {c: 3, x: 4}], c: 'b'} MATCH {a: [{x: 4}, 3]}; NOTE: The @> operator is a synonym for MATCH. It is provided as a convenience for users accustomed to the equivalent JSON Containment Operator in Postgres . It also has a symmetric operator, <@, which returns TRUE if the value on the right contains the value on the left, at the top level. No symmetric keyword exists for MATCH.","breadcrumbs":"SQL Reference » Operators » MATCH (Containment)","id":"103","title":"MATCH (Containment)"},"104":{"body":"SOME is a synonym for ANY. ANY qualifies a subquery by comparing a single column or literal value with the result of that subquery. ANY is used in the form <expression> <operator> ANY (<subquery>). It returns true if the subquery returns a one or more values for which the operator is true. The operator must return a boolean and the subquery must return a single column. SELECT 1500 < SOME (SELECT price FROM products);","breadcrumbs":"SQL Reference » Operators » ANY, SOME","id":"104","title":"ANY, SOME"},"105":{"body":"ALL qualifies a subquery by comparing a single column or literal value with the result of that subquery. ALL is used in the form <expression> <operator> ALL (<subquery>). It returns true only if all values returned by the subquery are true for the operator provided. The operator must return a boolean and the subquery must return a single column. SELECT \"ok\" = ALL (SELECT status_code FROM statuses);","breadcrumbs":"SQL Reference » Operators » ALL","id":"105","title":"ALL"},"106":{"body":"EXISTS returns TRUE if the subquery which follows it returns at least one row. SELECT name FROM products WHERE EXISTS (SELECT 1 FROM coupons WHERE name = products.name);","breadcrumbs":"SQL Reference » Operators » EXISTS","id":"106","title":"EXISTS"},"107":{"body":"The standard SQL IN clause can be used to test lists and subqueries for containment of a value. SELECT * FROM products WHERE price IN (5.00, 5.99);\nSELECT * FROM products WHERE price IN (SELECT price FROM coupons); NOTE: Use MATCH to test for containment of a value in an array.","breadcrumbs":"SQL Reference » Operators » IN","id":"107","title":"IN"},"108":{"body":"The standard SQL NOT IN clause can be used to test lists and subqueries for absence of a value. SELECT * FROM products WHERE price NOT IN (5.00, 5.99);\nSELECT * FROM products WHERE price NOT IN (SELECT price FROM coupons); NOTE: Use MATCH to test for absence of a value in an array.","breadcrumbs":"SQL Reference » Operators » NOT IN","id":"108","title":"NOT IN"},"109":{"body":"The || operator concatenates two strings or arrays supplied as arguments. When concatenating to an array element: other elements, arrays, and blobs are accepted as the second argument. When concatenating to an array: arrays, blobs, and array elements are accepted as the second argument. Elements other than strings are cast to strings when concatenated with each other. Multiple operators can be chained together. SELECT \"Hello\" || \"World\";\nSELECT [1, 2, 3] || [4, 5, 6];\nSELECT 1 || 2;\nSELECT \"Hello\" || [\"World\"];\nSELECT [\"Hello\"] || \"World\";\nSELECT \"Hello\" || \"World\" || \"And\" || \"Friends\"; The Concatenation Operator is equivalent to the CONCAT function .","breadcrumbs":"SQL Reference » Operators » || (Concatenation)","id":"109","title":"|| (Concatenation)"},"11":{"body":"You can use any of these tools (or any other HTTP client you prefer) for the rest of this tutorial.","breadcrumbs":"Tutorial » Try It! » Learning Endb SQL","id":"11","title":"Learning Endb SQL"},"110":{"body":"","breadcrumbs":"SQL Reference » Operators » Vector Operators","id":"110","title":"Vector Operators"},"111":{"body":"At the moment, Endb performs exact nearest neighbor search, which provides perfect recall. Endb may support approximate vector indexes in the future, which trade accuracy for speed.","breadcrumbs":"SQL Reference » Operators » Indexing","id":"111","title":"Indexing"},"112":{"body":"The L2 Distance operator (<->) compares two vectors by Euclidean distance . It is symmetrical to the L2_DISTANCE function. SELECT * FROM (VALUES ([0,0,0]), ([1,2,3]), ([1,1,1]), (NULL), ([1,2,4])) AS t(val) WHERE val NOT NULL ORDER BY t.val <-> [3,3,3];\n-- [{'val': [1, 2, 3]},\n-- {'val': [1, 2, 4]},\n-- {'val': [1, 1, 1]},\n-- {'val': [0, 0, 0]}]","breadcrumbs":"SQL Reference » Operators » <-> (L2 or Euclidean Distance)","id":"112","title":"<-> (L2 or Euclidean Distance)"},"113":{"body":"The Cosine Distance operator (<=>) compares two vectors by the complement of their Cosine Similarity . It is symmetrical to the COSINE_DISTANCE function. SELECT val FROM (VALUES ([0,0,0]), ([1,2,3]), ([1,1,1]), ([1,2,4])) AS t(val) WHERE t.val <=> [3,3,3] NOT NULL ORDER BY t.val <=> [3,3,3];\n-- [{'val': [1, 1, 1]},\n-- {'val': [1, 2, 3]},\n-- {'val': [1, 2, 4]}]","breadcrumbs":"SQL Reference » Operators » <=> (Cosine Distance)","id":"113","title":"<=> (Cosine Distance)"},"114":{"body":"The Inverse Inner Product operator (<#>) compares two vectors by the inverse of their Inner Product . It is the inverse of the INNER_PRODUCT function. SELECT val FROM (VALUES ([0,0,0]), ([1,2,3]), ([1,1,1]), (NULL), ([1,2,4])) AS t(val) WHERE val IS NOT NULL ORDER BY t.val <#> [3,3,3];\n-- [{'val': [1, 2, 4]},\n-- {'val': [1, 2, 3]},\n-- {'val': [1, 1, 1]},\n-- {'val': [0, 0, 0]}]","breadcrumbs":"SQL Reference » Operators » <#> (Inverse Inner Product)","id":"114","title":"<#> (Inverse Inner Product)"},"115":{"body":"","breadcrumbs":"SQL Reference » Functions » Functions","id":"115","title":"Functions"},"116":{"body":"","breadcrumbs":"SQL Reference » Functions » String Functions","id":"116","title":"String Functions"},"117":{"body":"The CHARACTER_LENGTH function returns the number of unicode characters in a string. SELECT CHARACTER_LENGTH('josé');\n-- 4 SELECT CHARACTER_LENGTH('❤️🥫');\n-- 3","breadcrumbs":"SQL Reference » Functions » CHARACTER_LENGTH","id":"117","title":"CHARACTER_LENGTH"},"118":{"body":"The OCTET_LENGTH function returns the length of a string, in bytes (octets). SELECT OCTET_LENGTH('josé');\n-- 5 SELECT OCTET_LENGTH('❤️🥫');\n-- 10","breadcrumbs":"SQL Reference » Functions » OCTET_LENGTH","id":"118","title":"OCTET_LENGTH"},"119":{"body":"The TRIM, LTRIM, and RTRIM functions trim surrounding whitespace, whitespace to the left, and whitespace to the right of a string, respectively. SELECT TRIM(' hello ');\n-- 'hello' SELECT LTRIM(' hello ');\n-- 'hello ' SELECT RTRIM(' hello ');\n-- ' hello'","breadcrumbs":"SQL Reference » Functions » TRIM, LTRIM, RTRIM","id":"119","title":"TRIM, LTRIM, RTRIM"},"12":{"body":"If you know SQL, Endb SQL will feel instantly familiar. It is not \"SQL-like\". It is SQL. However, Endb SQL is dynamic , strongly-typed , time-aware , and shuns language embedding . Hopefully it is pleasant to use without feeling foreign.","breadcrumbs":"Tutorial » Endb SQL Basics » Endb SQL Basics","id":"12","title":"Endb SQL Basics"},"120":{"body":"The LOWER and UPPER functions downcase and upcase a string, respectively. SELECT LOWER('Relatable Algebra');\n-- 'relatable algebra' SELECT UPPER('Shouting Calculus');\n-- 'SHOUTING CALCULUS'","breadcrumbs":"SQL Reference » Functions » LOWER, UPPER","id":"120","title":"LOWER, UPPER"},"121":{"body":"The REPLACE function returns the string in the first parameter, with the second parameter (if found) replaced by the third. SELECT REPLACE('Relatable Algebra', 'Rela', 'Infla');","breadcrumbs":"SQL Reference » Functions » REPLACE","id":"121","title":"REPLACE"},"122":{"body":"The INSTR function returns the first character of a substring match on the second parameter, if found, and 0 if it is not found. SELECT INSTR('Coffee', 'ee');","breadcrumbs":"SQL Reference » Functions » INSTR","id":"122","title":"INSTR"},"123":{"body":"The SUBSTRING function returns the substring starting from the index provided as the second parameter. If the (optional) third parameter is provided, the substring will be of that length (or less, if the end of the source string is reached). SUBSTR is a synonym for SUBSTRING. SELECT SUBSTRING('Hello Edgar', 4);\nSELECT SUBSTR('Hello Edgar', 4, 2);","breadcrumbs":"SQL Reference » Functions » SUBSTRING","id":"123","title":"SUBSTRING"},"124":{"body":"The POSITION pseudo-function returns the first position of the first character of the first matched substring in another string. If the substring is not detected, POSITION returns 0. SELECT POSITION(\"h\" IN \"Hawaii\");\nSELECT POSITION(\"i\" IN \"Hawaii\");\nSELECT POSITION(\"Ha\" IN \"Hawaii\"); NOTE: POSITION is a \"pseudo-function\" because internally it uses custom syntax of the form <substring> IN <string>.","breadcrumbs":"SQL Reference » Functions » POSITION","id":"124","title":"POSITION"},"125":{"body":"The UNICODE function returns an integer unicode value for the first character of the parameter given. SELECT UNICODE('Adam');","breadcrumbs":"SQL Reference » Functions » UNICODE","id":"125","title":"UNICODE"},"126":{"body":"The CHAR function returns a string corresponding to the supplied integer character codes. SELECT CHAR(65, 66, 67);","breadcrumbs":"SQL Reference » Functions » CHAR","id":"126","title":"CHAR"},"127":{"body":"CONCAT is equivalent to the Concatenation Operator (||) except that CONCAT is limited to 2-arity applications and || can be chained.","breadcrumbs":"SQL Reference » Functions » CONCAT","id":"127","title":"CONCAT"},"128":{"body":"The LIKE function serves the same purpose as the LIKE operator . However, the argument order is (effectively) reversed for the LIKE function, to match the signature used in SQLite. For the function version, the pattern is the first argument. Optionally, an alternative escape character can be provided as a third argument. SELECT * FROM users WHERE LIKE('Stev%', name);\nSELECT * FROM users WHERE LIKE('EdgarX%', name, 'X');","breadcrumbs":"SQL Reference » Functions » LIKE","id":"128","title":"LIKE"},"129":{"body":"","breadcrumbs":"SQL Reference » Functions » Collection Functions","id":"129","title":"Collection Functions"},"13":{"body":"Endb is a schemaless document database. You do not need CREATE TABLE — tables are dynamically created when you insert data. The following SQL is valid as soon as you start endb: INSERT INTO posts (id, user_id, text) VALUES (123, 456, 'Hello World'); Try querying it out: SELECT * FROM posts;","breadcrumbs":"Tutorial » Endb SQL Basics » Just Begin","id":"13","title":"Just Begin"},"130":{"body":"The LENGTH function counts the number of entries in a collection. When supplied with a string, it is a synonym for CHARACTER_LENGTH. SELECT LENGTH([3, 2]);\nSELECT LENGTH({name: 'Peas', price: 8.99, product_no: 77});\nSELECT LENGTH('josé'); NOTE: CARDINALITY is an synonym for LENGTH.","breadcrumbs":"SQL Reference » Functions » LENGTH","id":"130","title":"LENGTH"},"131":{"body":"An object's keys can be selected using OBJECT_KEYS. SELECT OBJECT_KEYS({original_price: 1.99, sale_price: 1.50, coupon_price: 1.40});","breadcrumbs":"SQL Reference » Functions » OBJECT_KEYS","id":"131","title":"OBJECT_KEYS"},"132":{"body":"An object's values can be selected using OBJECT_VALUES. SELECT OBJECT_VALUES({original_price: 1.99, sale_price: 1.50, coupon_price: 1.40});","breadcrumbs":"SQL Reference » Functions » OBJECT_VALUES","id":"132","title":"OBJECT_VALUES"},"133":{"body":"Returns an array of key-value pairs representing the given object. SELECT OBJECT_ENTRIES({a: 1, b: 2, c: 3});\n-- [['a': 1], ['b': 2], ['c': 3]]","breadcrumbs":"SQL Reference » Functions » OBJECT_ENTRIES","id":"133","title":"OBJECT_ENTRIES"},"134":{"body":"Constructs an object from an array of key-value pairs. SELECT OBJECT_FROM_ENTRIES([['a', 1], ['b', 2], ['c', 3]]);\n-- {a: 1, b: 2, c: 3}","breadcrumbs":"SQL Reference » Functions » OBJECT_FROM_ENTRIES","id":"134","title":"OBJECT_FROM_ENTRIES"},"135":{"body":"The PATCH function takes two documents. The document returned is the first document \"patched\" with any fields found in the second document. If the second document does not specify a field, that field is left untouched. If the second document specifies any fields with values of NULL, those fields are removed. SELECT PATCH( {name: 'Salt', nutrition: {sodium: 100, ingredients: 'Kosher Salt'}}, {name: 'Sea Salt', nutrition: {ingredients: NULL}}\n); The PATCH function has an equivalent operator for data manipulation: UPDATE PATCH","breadcrumbs":"SQL Reference » Functions » PATCH","id":"135","title":"PATCH"},"136":{"body":"Table Value Functions are only valid within the FROM clause.","breadcrumbs":"SQL Reference » Functions » Table Value Functions","id":"136","title":"Table Value Functions"},"137":{"body":"The UNNEST function can be thought of as the inverse of ARRAY_AGG , although it offers more power than just unlinking elements. It takes an array or object and pulls its elements into separate rows. SELECT * FROM UNNEST([1.99, 2.99, 3.99]) AS products(price); It is possible to unnest multiple arrays. If the arrays do not have the same number of elements, the shorter array(s) will have those values filled with NULL: SELECT names.* FROM (VALUES (['Leslie', 'Edgar', 'fiver2'], ['Lamport', 'Codd'])) AS x(first, last), UNNEST(x.first, x.last) AS names(first, last); When unnesting an object, keys-value pairs will be returned as per object_entries . This behaviour is useful for manipulating collections: SELECT * FROM UNNEST({original_price: 1.99, sale_price: 1.50, coupon_price: 1.40}) AS prices(price);\n-- [{'price': ['sale_price', 1.5]},\n-- {'price': ['coupon_price', 1.4]},\n-- {'price': ['original_price', 1.99]}] Unnesting nested data from a queried table is done with the form FROM <table>, UNNEST(<table>.<column>) AS foo(new_column). For example: INSERT INTO msgs {text: \"Here is some classic material\", user: \"George\", workday: 2024-02-25, media: [{type: \"image\", src: \"dsm.png\"}, {type: \"video\", src: \"vldb.mp4\"}]}; WITH m AS (SELECT * FROM msgs, UNNEST(msgs.media) AS m(media))\nSELECT media FROM m WHERE media..type MATCH 'video'; WITH ORDINALITY UNNEST can be suffixed with WITH ORDINALITY to append an ordinal column to the results. SELECT * FROM UNNEST([1.99, 2.99, 3.99]) WITH ORDINALITY AS products(price, n);\n-- [{'n': 0, 'price': 1.99}, {'n': 1, 'price': 2.99}, {'n': 2, 'price': 3.99}] NOTE: Endb ordinals are zero-indexed.","breadcrumbs":"SQL Reference » Functions » UNNEST","id":"137","title":"UNNEST"},"138":{"body":"The GENERATE_SERIES function generates an array of numbers within a given interval. The first and second parameters are the start and end of the interval. The optional third parameter is a step value by which to increment each number. The result is returned as a single anonymous column (with the default name, column1) containing the array. SELECT * FROM GENERATE_SERIES(0, 21) AS t(s);\nSELECT * FROM GENERATE_SERIES(0, 21, 3) AS t(s); It is possible to use the result of GENERATE_SERIES in other SQL expressions, like IN: SELECT * FROM products WHERE product_no IN (SELECT column1 FROM generate_series(1000, 20000) AS foo);","breadcrumbs":"SQL Reference » Functions » GENERATE_SERIES","id":"138","title":"GENERATE_SERIES"},"139":{"body":"","breadcrumbs":"SQL Reference » Functions » Numeric Functions","id":"139","title":"Numeric Functions"},"14":{"body":"Endb is immutable, so it does not permit destructive UPDATE or DELETE. For example, if you run an UPDATE, your previous INSERT isn't lost. Before we update the record, we'll make note of the current time, according to the database. (Any time after the INSERT and before the UPDATE would suffice.) -- make note of this time to use below\nSELECT CURRENT_TIMESTAMP; Multiple statements can be separated by semicolons. This time, we'll update the record and view it at once: UPDATE posts SET text = 'Hello Immutable World' WHERE id = 123; SELECT * from posts; You'll note that Hello World from your original insert isn't visible. That's because it only exists in the past and, by default, SELECT will show the state of the database as of now . To see the old version, you can time-travel back to a time when the old record was visible. Copy the timestamp you noted, without the quotes, something like SELECT * from posts FOR SYSTEM_TIME AS OF 2024-01-01T00:00:00.000000Z;: SELECT * from posts FOR SYSTEM_TIME AS OF {YOUR_NOTED_TIMESTAMP}; NOTE: Although there is no destructive DELETE in an immutable database, there is ERASE, which exists to remove data for user safety and compliance with laws like GDPR.","breadcrumbs":"Tutorial » Endb SQL Basics » Immutable","id":"14","title":"Immutable"},"140":{"body":"The RANDOM function returns a random integer. SELECT RANDOM();","breadcrumbs":"SQL Reference » Functions » RANDOM","id":"140","title":"RANDOM"},"141":{"body":"Endb provides standard SQL math functions based on SQLite's collection of math functions: ROUND SIN COS TAN SINH COSH TANH ASIN ACOS ATAN ASINH ACOSH ATANH ATAN2 FLOOR CEILING, CEIL SIGN SQRT EXP POWER, POW LOG, LOG10 LOG2 LN DEGREES RADIANS PI ABS NOTE: Endb follows the choice of most SQL databases and aliases LOG to LOG10 rather than LN (natural log), as specified by the SQL standard. NOTE: Mathematical operators are documented under Operators .","breadcrumbs":"SQL Reference » Functions » Math","id":"141","title":"Math"},"142":{"body":"","breadcrumbs":"SQL Reference » Functions » Date/Time Functions","id":"142","title":"Date/Time Functions"},"143":{"body":"The STRFTIME function formats a date or time value as a string. SELECT strftime('%Y/%m/%d', date('2001-01-01'));\nSELECT strftime('%Y %m %d at %H %M %S', datetime('2001-01-01 03:04:05'));","breadcrumbs":"SQL Reference » Functions » STRFTIME","id":"143","title":"STRFTIME"},"144":{"body":"The UNIXEPOCH function returns the number of seconds since the UNIX epoch. Accepts a DATE, TIMESTAMP, or STRING. SELECT UNIXEPOCH('2023-01-01');\nSELECT UNIXEPOCH(1970-01-01T00:00:00Z);","breadcrumbs":"SQL Reference » Functions » UNIXEPOCH","id":"144","title":"UNIXEPOCH"},"145":{"body":"The JULIANDAY function returns the Julian Day, which is the number of days since noon in UTC on November 24, 4714 B.C. Accepts a DATE, TIMESTAMP, or STRING. SELECT JULIANDAY(1970-01-01);","breadcrumbs":"SQL Reference » Functions » JULIANDAY","id":"145","title":"JULIANDAY"},"146":{"body":"The EXTRACT pseudo-function provides a way to access one named, numerical portion of a date, time, or timestamp. Portions of dates can only be extracted from dates or timestamps. Portions of times can only be extracted from timestamps or times. SELECT EXTRACT(YEAR FROM CURRENT_DATE);\nSELECT EXTRACT(MONTH FROM CURRENT_DATE);\nSELECT EXTRACT(DAY FROM CURRENT_TIMESTAMP);\nSELECT EXTRACT(HOUR FROM CURRENT_TIMESTAMP);\nSELECT EXTRACT(MINUTE FROM CURRENT_TIME);\nSELECT EXTRACT(SECOND FROM CURRENT_TIME); NOTE: EXTRACT is a \"pseudo-function\" because internally it uses custom syntax of the form <named-portion> FROM <date>.","breadcrumbs":"SQL Reference » Functions » EXTRACT","id":"146","title":"EXTRACT"},"147":{"body":"The PERIOD function creates a new Period . It is equivalent to using Period literals. PERIOD(2001-04-01T00:00:00Z, 2001-05-01)","breadcrumbs":"SQL Reference » Functions » PERIOD","id":"147","title":"PERIOD"},"148":{"body":"","breadcrumbs":"SQL Reference » Functions » Aggregate Functions","id":"148","title":"Aggregate Functions"},"149":{"body":"The MIN and MAX functions return the minimum and maximum values for an expression, respectively. SELECT MIN(price) FROM products;\nSELECT MAX(price) FROM products; NOTE: MIN and MAX also have non-aggregate equivalents, which are 2-arity. When used that way, they each return the minimum or maximum value of the two values provided.","breadcrumbs":"SQL Reference » Functions » MIN, MAX","id":"149","title":"MIN, MAX"},"15":{"body":"Relationships are also dynamic. You can join any two tables on any two columns. Adding a user with id 456 allows a join with the previous posts table. INSERT INTO users (id, name) VALUES (456, 'Vikram'); SELECT * from posts p JOIN users u ON p.user_id = u.id;","breadcrumbs":"Tutorial » Endb SQL Basics » Dynamic Joins","id":"15","title":"Dynamic Joins"},"150":{"body":"The SUM function returns the sum of all non-null values under the column given as a parameter. SELECT SUM(price) FROM products; If all values for the given column are NULL, SUM returns NULL.","breadcrumbs":"SQL Reference » Functions » SUM","id":"150","title":"SUM"},"151":{"body":"The TOTAL function is equivalent to SUM except that it returns 0.0 in the case where all input values are NULL.","breadcrumbs":"SQL Reference » Functions » TOTAL","id":"151","title":"TOTAL"},"152":{"body":"The AVG function takes a numerical-type-agnostic average of all values under the column given as a parameter. SELECT AVG(price) FROM products;","breadcrumbs":"SQL Reference » Functions » AVG","id":"152","title":"AVG"},"153":{"body":"The COUNT function returns the count of non-null , non-empty values for the specified column. SELECT COUNT(price) FROM sales; NOTE: Because null/empty values are ignored, the behaviour of COUNT will differ from other SQL dialects. Whether or not COUNT(price) and COUNT(1) are equivalent is dependent on whether the price attribute exists with a non-null value on each document.","breadcrumbs":"SQL Reference » Functions » COUNT","id":"153","title":"COUNT"},"154":{"body":"The ARRAY_AGG function concatenates the results of an expression into an array. The parameter may be ordered within ARRAY_AGG. SELECT ARRAY_AGG(price) FROM products;\nSELECT ARRAY_AGG(name ORDER BY price DESC) FROM products; Note that when operating on arrays, the arrays themselves will be concatenated, not the contents of the arrays. The result will be an array of one higher dimension: SELECT ARRAY_AGG(x.column1) FROM (VALUES ([1,2]), ([3,4])) AS x;\n-- [{'column1': [[1, 2], [3, 4]]}]","breadcrumbs":"SQL Reference » Functions » ARRAY_AGG","id":"154","title":"ARRAY_AGG"},"155":{"body":"The GROUP_CONCAT function returns a string with concatenated non-null values from a column or group. Given a second parameter, It defaults to a comma-delimited list, but the second (optional) parameter can override the delimiter. SELECT GROUP_CONCAT(name) FROM products;\nSELECT GROUP_CONCAT(name, ':') FROM products;","breadcrumbs":"SQL Reference » Functions » GROUP_CONCAT","id":"155","title":"GROUP_CONCAT"},"156":{"body":"All aggregate functions can have a filter applied before aggregation. SELECT SUM(price) FILTER(WHERE price > 20) FROM products;","breadcrumbs":"SQL Reference » Functions » FILTER","id":"156","title":"FILTER"},"157":{"body":"","breadcrumbs":"SQL Reference » Functions » Data Type Functions","id":"157","title":"Data Type Functions"},"158":{"body":"The CAST function forces a value into a particular data type. Note that not all types are cast-compatible with each other. SELECT CAST(price AS INTEGER) FROM products;","breadcrumbs":"SQL Reference » Functions » CAST","id":"158","title":"CAST"},"159":{"body":"The TYPEOF function returns the type of the provided value. SELECT TYPEOF('hi2u');\nSELECT TYPEOF(1.12345678901234);\nSELECT TYPEOF(2018-01-01T00:00:00);","breadcrumbs":"SQL Reference » Functions » TYPEOF","id":"159","title":"TYPEOF"},"16":{"body":"Endb allows you to insert asymmetrical, jagged data. Let's add another user with more columns. INSERT INTO users (id, name, email) VALUES (789, 'Daniela', 'daniela@endatabas.com'); SELECT * from users; Note that the SELECT * is an implicitly dynamic query. It doesn't have any difficulty with the previous user document, even though it lacked an email column. In practice, most applications and SQL queries should specify exactly the columns they want to query. SELECT * is really only for exploratory queries, so it shows you everything visible in the table.","breadcrumbs":"Tutorial » Endb SQL Basics » Semi-Structured Data","id":"16","title":"Semi-Structured Data"},"160":{"body":"","breadcrumbs":"SQL Reference » Functions » Conditional Functions","id":"160","title":"Conditional Functions"},"161":{"body":"The IIF function is a conditional shorthand. It returns the second parameter if the condition is true and the third parameter if the condition is false. SELECT IIF(price > 5.99, 'Expensive!', 'Cheap') FROM products;","breadcrumbs":"SQL Reference » Functions » IIF","id":"161","title":"IIF"},"162":{"body":"The NULLIF function returns TRUE if the two supplied expressions are equal. SELECT NULLIF(1, 1);\nSELECT NULLIF(1, 'zig');","breadcrumbs":"SQL Reference » Functions » NULLIF","id":"162","title":"NULLIF"},"163":{"body":"The COALESCE function returns its first non-null argument. The following example returns 'zig': SELECT COALESCE(NULL, NULL, 'zig', 'zag');","breadcrumbs":"SQL Reference » Functions » COALESCE","id":"163","title":"COALESCE"},"164":{"body":"","breadcrumbs":"SQL Reference » Functions » Encoding Functions","id":"164","title":"Encoding Functions"},"165":{"body":"The BASE64 function takes a hexadecimal-encoded BLOB and returns a base64-encoded string, or vice-versa. BASE64 roundtrips its own data. There is therefore no BLOBFROMBASE64 function. SELECT BASE64(x'010203');\nSELECT BASE64('AQID');","breadcrumbs":"SQL Reference » Functions » BASE64","id":"165","title":"BASE64"},"166":{"body":"The UUID function returns a universally-unique identifier, as a string. The UUID_BLOB function takes a string UUID and returns a BLOB. The UUID_STR function takes a BLOB UUID and returns a string. When given a parameter of their return type, UUID_BLOB and UUID_STR will format the UUID provided. SELECT UUID();\nSELECT UUID_BLOB('d2ce21c9-d268-409a-b1e0-49e1200bfa47');\nSELECT UUID_STR(x'd2ce21c9d268409ab1e049e1200bfa47'); -- formatting:\nSELECT UUID_BLOB(x'd2ce21c9d268409ab1e049e1200bfa47');\nSELECT UUID_STR('d2ce21c9d268409ab1e049e1200bfa47');","breadcrumbs":"SQL Reference » Functions » UUID","id":"166","title":"UUID"},"167":{"body":"The SHA1 function takes either a hexadecimal-encoded BLOB, a string, or a number. It returns the SHA-1 encoding of that value. SELECT SHA1('2');","breadcrumbs":"SQL Reference » Functions » SHA1","id":"167","title":"SHA1"},"168":{"body":"The RANDOMBLOB function returns a random binary large object of the size given, in bytes. The ZEROBLOB function returns a zeroed-out binary large object of the size given, in bytes. SELECT RANDOMBLOB(32);\nSELECT ZEROBLOB(32);","breadcrumbs":"SQL Reference » Functions » RANDOMBLOB, ZEROBLOB","id":"168","title":"RANDOMBLOB, ZEROBLOB"},"169":{"body":"The HEX function takes a BLOB (or coerces its argument into a UTF-8 string, which in turn is interpreted as a BLOB) and turns the BLOB into an upper-case hexadecimal string. The UNHEX function takes a hexadecimal string and turns it into a BLOB. The hexadecimal string provided must contain character pairs . UNHEX takes an optional second parameter: a string containing non-hexadecimal characters to be ignored in the first parameter. If non-hexadecimal characters are found in the first parameter but not ignored in the second parameter, UNHEX returns NULL. SELECT HEX(15);\n-- '3135' SELECT UNHEX('3135');\n-- b'15' SELECT UNHEX('3135ZZ', 'Z');\n-- b'15' SELECT UNHEX('3135ZZ', 'M');\n-- NULL","breadcrumbs":"SQL Reference » Functions » HEX, UNHEX","id":"169","title":"HEX, UNHEX"},"17":{"body":"It may seem strange to leave jagged columns lying around. Endb doesn't discourage you from cleaning up your data, if you can: UPDATE users SET email = 'vikram@stockholm.se' WHERE name = 'Vikram'; SELECT * from users; The difference in Endb is that we haven't \"migrated\" the old data — it's still there. If you query for Vikram's user document as of 2 minutes ago, you will see the old record without an email. Queries in Endb always default to as-of-now , which is why the results of the query above shouldn't be surprising.","breadcrumbs":"Tutorial » Endb SQL Basics » Data \"Migration\"","id":"17","title":"Data \"Migration\""},"170":{"body":"","breadcrumbs":"SQL Reference » Functions » Vector Functions","id":"170","title":"Vector Functions"},"171":{"body":"At the moment, Endb performs exact nearest neighbor search, which provides perfect recall. Endb may support approximate vector indexes in the future, which trade accuracy for speed.","breadcrumbs":"SQL Reference » Functions » Indexing","id":"171","title":"Indexing"},"172":{"body":"The L2_DISTANCE function returns the Euclidean distance between two vectors. It is symmetrical to the <-> operator. SELECT L2_DISTANCE([-0.7888,-0.7361,-0.6208,-0.5134,-0.4044], [0.8108,0.6671,0.5565,0.5449,0.4466]);\n-- [{'column1': 2.7853052938591847}]","breadcrumbs":"SQL Reference » Functions » L2_DISTANCE","id":"172","title":"L2_DISTANCE"},"173":{"body":"The COSINE_DISTANCE function returns the complement of Cosine Similarity for two vectors. It is symmetrical to the <=> operator. SELECT COSINE_DISTANCE([-0.7888,-0.7361,-0.6208,-0.5134,-0.4044], [0.8108,0.6671,0.5565,0.5449,0.4466]);\n-- [{'column1': 1.9970250541178656}]","breadcrumbs":"SQL Reference » Functions » COSINE_DISTANCE","id":"173","title":"COSINE_DISTANCE"},"174":{"body":"The INNER_PRODUCT function returns the Inner Product of two vectors. It is inverse of the <#> operator. SELECT INNER_PRODUCT([1,2], [3,4]);\n-- [{'column1': 11.0}]","breadcrumbs":"SQL Reference » Functions » INNER_PRODUCT","id":"174","title":"INNER_PRODUCT"},"175":{"body":"To make best use of Time Queries, it is a good idea to review the time-related SQL data types, such as TIMESTAMP, DATE, TIME, and INTERVAL. These are covered in the SQL Data Types section. It is also a good idea to review Endb's other time-related functions, in case they are helpful to you: STRFTIME UNIXEPOCH JULIANDAY","breadcrumbs":"SQL Reference » Time Queries » Time Queries","id":"175","title":"Time Queries"},"176":{"body":"All Endb temporal predicates (CONTAINS, OVERLAPS, PRECEDES, SUCCEEDS, IMMEDIATELY PRECEDES, and IMMEDIATELY SUCCEEDS) follow the SQL:2011 standard's \"closed-open period model\". This means that a period represents all times starting from (and including) the start time up to (but excluding) the end time.","breadcrumbs":"SQL Reference » Time Queries » Note on SQL:2011 closed-open period model","id":"176","title":"Note on SQL:2011 closed-open period model"},"177":{"body":"Endb currently only supports times encoded as UTC.","breadcrumbs":"SQL Reference » Time Queries » Note on timezones","id":"177","title":"Note on timezones"},"178":{"body":"Endb provides access to the current value of the clock \"now\" in multiple date/time configurations.","breadcrumbs":"SQL Reference » Time Queries » Now","id":"178","title":"Now"},"179":{"body":"CURRENT_TIMESTAMP gets the current date and time in UTC. SELECT CURRENT_TIMESTAMP;","breadcrumbs":"SQL Reference » Time Queries » CURRENT_TIMESTAMP","id":"179","title":"CURRENT_TIMESTAMP"},"18":{"body":"Endb eschews JSONB columns in favour of a native, strongly-typed, document-relational model. INSERT INTO users (id, name, friends)\nVALUES (123, 'Anastasia', [{name: 'Heikki', country: 'Finland'}, {name: 'Amit', country: 'Japan'}]); SELECT users.friends[1] FROM users WHERE id = 123; The users.friends[1] expression above is a path expression . A detailed explanation of Endb's path navigation is provided in the SQL Reference Path Navigation docs .","breadcrumbs":"Tutorial » Endb SQL Basics » Nested Data","id":"18","title":"Nested Data"},"180":{"body":"CURRENT_TIME gets the current time in UTC. SELECT CURRENT_TIME;","breadcrumbs":"SQL Reference » Time Queries » CURRENT_TIME","id":"180","title":"CURRENT_TIME"},"181":{"body":"CURRENT_DATE gets the current date in UTC. Note that this may be different from your local date, depending on the time of day when your query is run. SELECT CURRENT_DATE;","breadcrumbs":"SQL Reference » Time Queries » CURRENT_DATE","id":"181","title":"CURRENT_DATE"},"182":{"body":"All states an Endb database has ever seen are recorded, immutably. Accessing these prior states is accomplished by querying System Time. System Time is encoded in a special column, which is normally invisible to most queries, named system_time (lower case). Because system_time is invisible by default, it must be retrieved explicitly: SELECT *, system_time FROM products;","breadcrumbs":"SQL Reference » Time Queries » System Time","id":"182","title":"System Time"},"183":{"body":"Endb permits time-traveling queries with the SQL:2011-compatible AS OF operator. The query will treat the DATE or TIMESTAMP supplied after AS OF as if it were that time now . SELECT * FROM products FOR SYSTEM_TIME AS OF 2023-08-25T00:00:00;","breadcrumbs":"SQL Reference » Time Queries » AS OF (Time Travel)","id":"183","title":"AS OF (Time Travel)"},"184":{"body":"Endb permits time-omniscient queries with the SQL:2011-compatible ALL operator. All states, across the entire history of the relevant tables, are visible to a query suffixed with FOR SYSTEM_TIME ALL: SELECT * FROM products FOR SYSTEM_TIME ALL;","breadcrumbs":"SQL Reference » Time Queries » ALL (Time Omniscience)","id":"184","title":"ALL (Time Omniscience)"},"185":{"body":"The syntax for time-aware BETWEEN is the same as the normal BETWEEN operator . Inspect System Time with the form FOR SYSTEM_TIME BETWEEN x AND y. SELECT * FROM products FOR SYSTEM_TIME BETWEEN 2023-08-24T00:00:00 AND 2023-08-25T00:00:00;","breadcrumbs":"SQL Reference » Time Queries » BETWEEN","id":"185","title":"BETWEEN"},"186":{"body":"Selects rows which fall between the two times, similar to BETWEEN, but is exclusive of both the start and end times. SELECT * FROM products FOR SYSTEM_TIME FROM 2023-08-24T00:00:00 TO 2023-08-30T00:00:00;","breadcrumbs":"SQL Reference » Time Queries » FROM ... TO","id":"186","title":"FROM ... TO"},"187":{"body":"The standard SQL:2011 period predicates are available.","breadcrumbs":"SQL Reference » Time Queries » Period Predicates","id":"187","title":"Period Predicates"},"188":{"body":"Returns TRUE if the second period is contained within the first. SELECT {start: 2001-01-01, end: 2001-04-01} CONTAINS {start: 2001-02-01, end: 2001-04-01};","breadcrumbs":"SQL Reference » Time Queries » CONTAINS","id":"188","title":"CONTAINS"},"189":{"body":"Returns TRUE if any part of the first period is found within the second. SELECT {start: 2001-01-01, end: 2001-03-01} OVERLAPS {start: 2001-02-01, end: 2001-04-01};","breadcrumbs":"SQL Reference » Time Queries » OVERLAPS","id":"189","title":"OVERLAPS"},"19":{"body":"Because of Endb's native document-relational model, rows are documents and vice-versa. You can use an INSERT statement to add a document directly to the database: INSERT INTO users {id: 890, name: 'Aaron', friends: [{name: 'Jeff', country: 'Canada'}, {name: 'Kaia', country: 'Japan'}]};","breadcrumbs":"Tutorial » Endb SQL Basics » Documents","id":"19","title":"Documents"},"190":{"body":"Returns TRUE if the first period ends before the second period begins. SELECT 2001-03-01 PRECEDES [2001-04-01T00:00:00Z, 2001-05-01];","breadcrumbs":"SQL Reference » Time Queries » PRECEDES","id":"190","title":"PRECEDES"},"191":{"body":"Returns TRUE if the first period begins after the second period ends. SELECT 2001-06-01 SUCCEEDS [2001-04-01T00:00:00Z, 2001-05-01];","breadcrumbs":"SQL Reference » Time Queries » SUCCEEDS","id":"191","title":"SUCCEEDS"},"192":{"body":"Returns TRUE if the first period ends exactly as the second period begins. SELECT 2001-04-01 IMMEDIATELY PRECEDES [2001-04-01T00:00:00Z, 2001-05-01];","breadcrumbs":"SQL Reference » Time Queries » IMMEDIATELY PRECEDES","id":"192","title":"IMMEDIATELY PRECEDES"},"193":{"body":"Returns TRUE if the first period begins exactly as the second period ends. SELECT 2001-05-01 IMMEDIATELY SUCCEEDS [2001-04-01T00:00:00Z, 2001-05-01];","breadcrumbs":"SQL Reference » Time Queries » IMMEDIATELY SUCCEEDS","id":"193","title":"IMMEDIATELY SUCCEEDS"},"194":{"body":"Because Endb is schemaless and semi-structured, it offers a number of powerful path-nativation primitives inspired by JSONPath , SQL/JSON , and their derivatives in legacy relational databases. You will want to familiarize yourself with Endb's nested data types (arrays and objects) before learning about path navigation. It will also be helpful to learn about other functions and operators that are frequently helpful in conjunction with path navigation: MATCH - filter by containment ARRAY_AGG - concatenate results into an array UNNEST - pull array elements into separate rows WITH - Common Table Expressions In the examples below, most path examples are shown in the SELECT clause, but they are also valid in the WHERE clause.","breadcrumbs":"SQL Reference » Path Navigation » Path Navigation","id":"194","title":"Path Navigation"},"195":{"body":"If you are familiar with arrays and objects, try adding some nested objects to the table paths (the table name is arbitrary). INSERT INTO paths {a: 2, b: {a: 3}, c: [{a: 1}, 2]};","breadcrumbs":"SQL Reference » Path Navigation » Nested Objects","id":"195","title":"Nested Objects"},"196":{"body":"Navigating the root of any document (row) as a tree looks like standard SQL, because it is: SELECT a FROM paths; Similarly, however, it is possible to navigate documents listed in an array: SELECT [{a: 2}, {a: 3}, {b: 4}].a;\n-- [{'a': [2, 3]}] It is also possible to navigate fields of sub-documents (columns of nested rows) with further dot notation: SELECT b.a FROM paths;\n-- [{'a': 3}]","breadcrumbs":"SQL Reference » Path Navigation » Root Navigation","id":"196","title":"Root Navigation"},"197":{"body":"It is possible (and helpful) to create a row literal to represent rows returned, so they are easier to navigate. The format of a row literal is { <table>.* }: SELECT { paths.* } FROM paths; Or the shorthand: SELECT paths FROM paths; See Row Literal Data Type","breadcrumbs":"SQL Reference » Path Navigation » Row Literals","id":"197","title":"Row Literals"},"198":{"body":"The double dot (..) notation performs a \"deep scan\" by recursively walking the document to match the name given. SELECT { paths.* }..a FROM paths;\n-- [{'a': [2, 3, 1]}] SELECT b..a FROM paths;\n-- [{'a': [3]}] SELECT * FROM paths WHERE paths..a MATCH 3; -- finds a match\nSELECT * FROM paths WHERE paths..a MATCH 4; -- does not","breadcrumbs":"SQL Reference » Path Navigation » Recursive Paths","id":"198","title":"Recursive Paths"},"199":{"body":"The square bracket notation (['<NAME>']) performs a lookup of a single descendent child. SELECT { paths.* }['b']['a'] FROM paths;\n-- [{'a': 3}] SELECT b['a'] FROM paths;\n-- [{'a': 3}] Named Children can be combined with recursive paths, though the default recursive path syntax is synonymous with named children: SELECT { paths.* }..a FROM paths;\nSELECT { paths.* }..['a'] FROM paths;\nSELECT b..['a'] FROM paths;","breadcrumbs":"SQL Reference » Path Navigation » Named Child","id":"199","title":"Named Child"},"2":{"body":"This quick tutorial intends to walk you through the core aspects of Endb. By the end, you will have endb installed (if you want) and you will have used it to learn some of what it can do. Quickstart Try It! Endb SQL Basics","breadcrumbs":"Tutorial » Tutorial","id":"2","title":"Tutorial"},"20":{"body":"Endb will always do its best to provide you with meaningful error messages that point you to a solution: SELECT * FROM im_not_here;","breadcrumbs":"Tutorial » Endb SQL Basics » Error Messages","id":"20","title":"Error Messages"},"200":{"body":"The square bracket notation ([<NUMBER>]) can also perform indexed lookups of a single descendent child. SELECT { paths.* }['b'][0] FROM paths;\n-- [{'column1': {'a': 3}}] SELECT { paths.* }['c'][1] FROM paths;\n-- [{'column1': 2}] SELECT c[1] FROM paths;\n-- [{'column1': 2}] Numbered Children can be combined with recursive paths. This finds and returns all indexed values, counting backward: SELECT { paths.* }..[-1] FROM paths;\n-- [{'column1': [2]}]","breadcrumbs":"SQL Reference » Path Navigation » Numbered Child","id":"200","title":"Numbered Child"},"201":{"body":"The square bracket notation ([*]) can also perform a wildcard lookup of all descendent children. SELECT [{a: 2}, {a: 3}, {b: 4}, 5][*]; Wildcards can be combined with recursive paths. This finds and returns all values: SELECT { paths.* }..[*] FROM paths;\n-- [{'column1': [2, {'a': 3}, [{'a': 1}, 2], 3, {'a': 1}, 2, 1]}] SELECT c..[*] FROM paths;\n-- [{'column1': [{'a': 1}, 2, 1]}]","breadcrumbs":"SQL Reference » Path Navigation » Wildcard Child","id":"201","title":"Wildcard Child"},"202":{"body":"Path editing is accomplished with an extended path syntax, where each path begins with $. Endb's path editing functions are heavily inspired by SQLite's JSON Functions . Path editing functions add functionality ($, #) to a subset Endb's normal path navigation syntax: path editing functions do not support recursion or wildcards. Path editing functions are available to UPDATE ... SET and UPDATE ... UNSET/REMOVE .","breadcrumbs":"SQL Reference » Path Navigation » Path Functions","id":"202","title":"Path Functions"},"203":{"body":"Takes an object, a path, and a new value. The new value will overwrite existing fields or add a new field if it doesn't already exist. SELECT path_set({a: 2, c: 4}, $.c, [97,96]);\n-- {'a': 2, 'c': [97, 96]}","breadcrumbs":"SQL Reference » Path Navigation » path_set","id":"203","title":"path_set"},"204":{"body":"Takes an object, a path, and a new value. The new value is ignored if the path does not match an existing field. SELECT path_replace({a: 2, c: 4}, $.a, 99);\n-- {'a': 99, 'c': 4} SELECT path_replace({a: 2, c: 4}, $.e, 99);\n-- {'a': 2, 'c': 4}","breadcrumbs":"SQL Reference » Path Navigation » path_replace","id":"204","title":"path_replace"},"205":{"body":"Takes an object, a path, and a new value. The new value is ignored if the path matches an existing field. SELECT path_insert({a: 2, c: 4}, $.e, 99);\n-- {'a': 2, 'c': 4, 'e': 99}","breadcrumbs":"SQL Reference » Path Navigation » path_insert","id":"205","title":"path_insert"},"206":{"body":"Takes an object and a variable number of arguments specifying which paths to remove. If a path is not found, nothing is removed for that argument. # represents the last element in a collection. SELECT path_remove([0,1,2,3,4], $[#-1], $[0]);\n-- [1, 2, 3] SELECT path_remove({x: 25, y: 42}, $.y);\n-- {'x': 25}","breadcrumbs":"SQL Reference » Path Navigation » path_remove","id":"206","title":"path_remove"},"207":{"body":"Takes an object and a variable number of path arguments. Returns the value found at each path, if any, otherwise NULL. If only a single path is provided, a scalar is returned. If multiple paths are provided, an array is returned. SELECT path_extract({a: 2, c: [4, 5, {f: 7}]}, $.c[2].f);\n-- 7 SELECT path_extract({a: 2, c: [4, 5], f: 7}, $.x, $.a);\n-- [NULL, 2]","breadcrumbs":"SQL Reference » Path Navigation » path_extract","id":"207","title":"path_extract"},"208":{"body":"Endb allows introspection of its information schema. The Endb information schema does not describe the structure of each table. Because Endb is a document database, each document (row) is responsible for its own schema. The information schema is used by Endb to describe database objects at a high level and is used for schemaless queries, such as SELECT *. Note that all information schema tables are hard-coded to lower-case names and must be queried as such.","breadcrumbs":"SQL Reference » Schema » Schema","id":"208","title":"Schema"},"209":{"body":"-> SELECT * FROM information_schema.tables;\n[{'table_catalog': None, 'table_name': 'stores', 'table_schema': 'main', 'table_type': 'BASE TABLE'}, {... 'table_name': 'products', ... }, {... 'table_name': 'sales', ... }]","breadcrumbs":"SQL Reference » Schema » Tables","id":"209","title":"Tables"},"21":{"body":"Much more detail on Endb SQL is provided in the SQL Reference .","breadcrumbs":"Tutorial » Endb SQL Basics » Learn More","id":"21","title":"Learn More"},"210":{"body":"-> SELECT * FROM information_schema.columns;\n[{'column_name': 'addresses', 'ordinal_position': 0, 'table_catalog': None, 'table_name': 'stores', 'table_schema': 'main'}, {'column_name': 'brand', ... }, {'column_name': 'price', ... }, ... ]","breadcrumbs":"SQL Reference » Schema » Columns","id":"210","title":"Columns"},"211":{"body":"-> SELECT * FROM information_schema.views;\n[{'table_catalog': None, 'table_name': 'sold_products', 'table_schema': 'main', 'view_definition': 'SELECT * FROM products p JOIN sales s ON p.id = s.p_id'}]","breadcrumbs":"SQL Reference » Schema » Views","id":"211","title":"Views"},"212":{"body":"The check_constraints table in Endb is used to store assertions . -> SELECT * FROM information_schema.check_constraints;\n[{'check_clause': \"(NOT EXISTS (SELECT * FROM users WHERE TYPEOF(email) != 'text'))\", 'constraint_catalog': None, 'constraint_name': 'string_email', 'constraint_schema': 'main'}]","breadcrumbs":"SQL Reference » Schema » Check Constraints","id":"212","title":"Check Constraints"},"213":{"body":"Endb provides basic view functionality.","breadcrumbs":"SQL Reference » Views » Views","id":"213","title":"Views"},"214":{"body":"CREATE VIEW creates a non-materialized view based on the query which follows the AS operator. Column names are listed in parentheses after the view name. CREATE VIEW simple_products(name, price) AS SELECT name, ROUND(price) FROM products; Alternatively, named columns can each immediately follow queried columns. CREATE VIEW easy_products AS SELECT name label, ROUND(price) easy_price FROM products; NOTE: To modify a view, use DROP VIEW then re-create the view with the desired columns.","breadcrumbs":"SQL Reference » Views » CREATE VIEW","id":"214","title":"CREATE VIEW"},"215":{"body":"DROP VIEW deletes a view based on its name. DROP VIEW easy_products;","breadcrumbs":"SQL Reference » Views » DROP VIEW","id":"215","title":"DROP VIEW"},"216":{"body":"","breadcrumbs":"SQL Reference » Assertions » Assertions","id":"216","title":"Assertions"},"217":{"body":"Creates a checked, deferred assertion which executes on commit for inserts and updates. Although CREATE ASSERTION (normally) refers to the table it is asserting on, that table need not exist for the assertion to be created.","breadcrumbs":"SQL Reference » Assertions » CREATE ASSERTION","id":"217","title":"CREATE ASSERTION"},"218":{"body":"CREATE ASSERTION string_email CHECK (NOT EXISTS (SELECT * FROM users WHERE TYPEOF(email) != 'text'));\nINSERT INTO users {name: 'Steven', email: 123};","breadcrumbs":"SQL Reference » Assertions » Type Constraint","id":"218","title":"Type Constraint"},"219":{"body":"There are a number of possible ways to create the equivalent of a UNIQUE constraint, as found in schema-on-write databases. One sensible approach is given below. CREATE ASSERTION unique_email CHECK (1 >= (SELECT MAX(c.cnt) FROM (SELECT COUNT(*) AS cnt FROM users GROUP BY email) AS c));\nINSERT INTO users {name: 'Steven', email: 's@endatabas.com'};\nINSERT INTO users {name: 'Sarah', email: 's@endatabas.com'};","breadcrumbs":"SQL Reference » Assertions » Unique Constraint","id":"219","title":"Unique Constraint"},"22":{"body":"The SQL Reference contains details and edge cases about Endb SQL. NOTE: The Endb SQL dialect is under active development. While most major features of Endb SQL are stable, some more esoteric features (MATCH, path navigation, etc.) may experience naming and semantics changes before Endb 1.0 is released. Intention Data Manipulation Queries SQL Data Types Operators Functions Time Queries Path Navigation Schema Views Assertions","breadcrumbs":"SQL Reference » SQL Reference","id":"22","title":"SQL Reference"},"220":{"body":"There are multiple possible meanings to \"not null\" columns in Endb: Columns can be strictly checked for literal NULL in the value position. Rows can be forbidden from eliding a column (a missing value). Both literal NULL and elided columns can both be prevented. This example checks for literal NULL only: CREATE ASSERTION notnull_email CHECK (NOT EXISTS (SELECT * FROM users WHERE email IS NULL));\nINSERT INTO users {name: 'Tian Tian', email: NULL}; -- check fails\nINSERT INTO users {name: 'Tian Tian'}; -- permitted","breadcrumbs":"SQL Reference » Assertions » Not Null Constraint","id":"220","title":"Not Null Constraint"},"221":{"body":"Removes an assertion from the database based on its name. DROP ASSERTION string_email;","breadcrumbs":"SQL Reference » Assertions » DROP ASSERTION","id":"221","title":"DROP ASSERTION"},"222":{"body":"Endatabas provides a variety of tools to communicate with an Endb instance. The Console is a command-line user interface to send SQL to Endb manually. The client libraries are used in the data access layer of an application which uses Endb for storage. The client libraries support both HTTP and WebSocket APIs. To access Endb over HTTP, create an Endb instance and call the sql method on it. To access Endb over WebSockets, create an EndbWebSocket instance and call the sql method on it. See the language-specific documentation below for further details. Console JavaScript / TypeScript Python NOTE: For any programming language not listed above, it is possible to create small client libraries such as these using the HTTP and WebSocket APIs. All official Endatabas clients are permissively-licensed and you are welcome to use them as examples to create your own client library. Their source code is available here: https://github.com/endatabas/endb/tree/main/clients","breadcrumbs":"Clients » Clients","id":"222","title":"Clients"},"223":{"body":"A small console is provided to learn Endb SQL interactively and run experimental queries. It is distributed in the same Python package as the Python client .","breadcrumbs":"Clients » Console » Console","id":"223","title":"Console"},"224":{"body":"pip install endb","breadcrumbs":"Clients » Console » Install","id":"224","title":"Install"},"225":{"body":"endb_console [--url URL] [-u USERNAME] [-p PASSWORD] Show additional command line options with endb_console --help: usage: endb_console [-h] [--url URL] [-u USERNAME] [-p PASSWORD] [sql ...] positional arguments: sql SQL statement or file options: -h, --help show this help message and exit --url URL -u USERNAME, --username USERNAME -p PASSWORD, --password PASSWORD","breadcrumbs":"Clients » Console » Usage","id":"225","title":"Usage"},"226":{"body":"When the Endb console starts, it will provide a multiline prompt (->) where you can enter SQL statements and queries. The prompt will extend onto new lines (..) until you enter a semicolon. -> INSERT INTO users\n.. {name: 'Conrad', email: 'c1o2n@shell.com'};\n-> SELECT * FROM users; The console has history which you can use the up and down arrows to navigate. History does not persist between console sessions. Learn more about Endb SQL in the SQL Reference . To quit, type CTRL+D.","breadcrumbs":"Clients » Console » Prompt","id":"226","title":"Prompt"},"227":{"body":"The console comes with a number of special, non-SQL commands.","breadcrumbs":"Clients » Console » Commands","id":"227","title":"Commands"},"228":{"body":"Set the URL at runtime with the url command. -> url https://192.168.1.200:3803/sql","breadcrumbs":"Clients » Console » URL","id":"228","title":"URL"},"229":{"body":"Set the accept header content type at runtime with the accept command. -> accept text/csv","breadcrumbs":"Clients » Console » Accept","id":"229","title":"Accept"},"23":{"body":"The goal of Endb's SQL dialect is to be small, coherent, and powerful. The SQL specification is massive, with pages ordering in the thousands. Rather than implement the entire SQL specification from scratch (a gargantuan task) or mimic the SQL dialect of another database, Endb chooses a tiny core and builds powerful, composable features on top of that. This tiny core draws inspiration from many sources, but SQLite in particular. If SQLite supports a particular operator or function, Endb SQL also tries to. Endb SQL also draws strong inspiration from the SQL specification itself (and its predecessors ) and from PostgreSQL . Endb SQL's nested data is also heavily inspired by JSONPath , SQL/JSON , and their derivatives found in major SQL databases. Light inspiration is drawn from PartiQL , SQL++ , and XQuery . For more information on Endb's influences, please see our bibliography .","breadcrumbs":"SQL Reference » Intention » Intention","id":"23","title":"Intention"},"230":{"body":"Set the username at runtime with the username command. -> username efcodd","breadcrumbs":"Clients » Console » Username","id":"230","title":"Username"},"231":{"body":"Set the password at runtime with the password command. -> password equ1valenc3","breadcrumbs":"Clients » Console » Password","id":"231","title":"Password"},"232":{"body":"All SQL commands can be timed by toggling the timer on: timer on. Toggle the timer back off with timer off. -> timer on\n-> SELECT * FROM users;\n[{'name': 'Aaron'} {'name': 'Irene'} ... ]\nElapsed: 0.003904 ms","breadcrumbs":"Clients » Console » Timer","id":"232","title":"Timer"},"233":{"body":"Quit the console by typing quit. -> quit","breadcrumbs":"Clients » Console » Quit","id":"233","title":"Quit"},"234":{"body":"The console communicates with Endb over the HTTP API . Data is returned as LD-JSON documents and marshalled into strongly-typed Python objects. For example: [{'date': None, 'email': 'c1o2n@shell.com', 'name': 'Conrad'}, {'date': datetime.datetime(2024, 1, 29, 18, 18, 30, 129159, tzinfo=datetime.timezone.utc), 'email': 'kitty@tramline.in', 'name': 'Akshay'}] The Data Types page talks about types in more detail.","breadcrumbs":"Clients » Console » Data Types","id":"234","title":"Data Types"},"235":{"body":"The JavaScript and TypeScript client library is used to communicate with an Endb instance from a JavaScript or TypeScript application. Type declarations are provided in the package for TypeScript. NPM Package: @endatabas/endb","breadcrumbs":"Clients » JavaScript » JavaScript","id":"235","title":"JavaScript"},"236":{"body":"Install Usage Examples Import Endb EndbWebSocket sql() Template Literals Data Types Complete Examples JavaScript API Reference","breadcrumbs":"Clients » JavaScript » Table of Contents","id":"236","title":"Table of Contents"},"237":{"body":"npm install @endatabas/endb\nnpm install ws","breadcrumbs":"Clients » JavaScript » Install","id":"237","title":"Install"},"238":{"body":"","breadcrumbs":"Clients » JavaScript » Usage Examples","id":"238","title":"Usage Examples"},"239":{"body":"import { Endb, EndbWebSocket } from '@endatabas/endb';","breadcrumbs":"Clients » JavaScript » Import","id":"239","title":"Import"},"24":{"body":"Creating, updating, and deleting data in Endb is done using standard SQL Data Manipulation Language (DML). Endb is also immutable and schemaless, so it contains a number of shorthands and document-oriented conveniences. Endb does not require any Data Definition Language (DDL), such as CREATE TABLE.","breadcrumbs":"SQL Reference » Data Manipulation » Data Manipulation","id":"24","title":"Data Manipulation"},"240":{"body":"Use the Endb class to communicate with Endb over HTTP. It accepts an optional url parameter. Options can be supplied for accept, username, and password. Accept headers default to LD-JSON and can be set to any valid content type listed in the HTTP API . If you choose application/vnd.apache.arrow.file or application/vnd.apache.arrow.stream, the raw response body will be be returned from sql(). var e = new Endb();\nvar e = new Endb('http://localhost:3803/sql');\nvar e = new Endb('http://localhost:3803/sql', {accept: 'text/csv'});\nvar e = new Endb('http://localhost:3803/sql', {accept: 'application/json', username: 'zig', password: 'zag'}); NOTE: Choosing accept headers other than LD-JSON will return JavaScript data structures symmetrical with those returned from the respective accept header provided to the HTTP API. text/csv returns comma-delimited strings, application/json returns tuples as arrays, and so on.","breadcrumbs":"Clients » JavaScript » Endb","id":"240","title":"Endb"},"241":{"body":"Use the EndbWebSocket class to communicate with Endb over WebSockets. It accepts an optional url parameter. Options can be supplied for ws (any implementation of the JavaScript WebSocket interface definition ), username, and password. In a web browser, ws will default to the web browser's WebSocket implementation. EndbWebSocket only communicates in LD-JSON, so the accept header cannot be set. // in web browser:\nvar ews = new EndbWebSocket();\nvar ews = new EndbWebSocket('ws://localhost:3803/sql', {username: 'zig', password: 'zag'}); // in node.js:\nimport WebSocket from 'ws';\nvar ews = new EndbWebSocket({ws: WebSocket});\nvar ews = new EndbWebSocket('ws://localhost:3803/sql', {ws: WebSocket, username: 'zig', password: 'zag'});","breadcrumbs":"Clients » JavaScript » EndbWebSocket","id":"241","title":"EndbWebSocket"},"242":{"body":"The asynchronous sql method is available to both Endb and EndbWebSocket. It accepts q, and optional p, m, and accept parameters and returns an array of strongly-typed documents. (See JavaScript API Reference .) To ignore the p or m parameters but still supply an accept header, supply the default values or null. e.sql(\"SELECT * FROM users;\");\ne.sql(\"INSERT INTO USERS (date, name, email) VALUES (?, ?, ?);\", [new Date(), 'Aaron', 'aaron@canadahealth.ca']);\ne.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true);\ne.sql(\"SELECT * FROM users;\", [], false, 'text/csv');\ne.sql(\"SELECT * FROM users;\", null, null, 'application/json');\ne.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true, 'text/csv');","breadcrumbs":"Clients » JavaScript » sql()","id":"242","title":"sql()"},"243":{"body":"It is possible to use Template Literals (string templating) to pass named SQL parameters. The parameter passed to the Template Literal is only valid when used in a position where a positional SQL parameter is also valid. The signature which accepts Template Literals does not accept any other parameters to the method. var n = 'Michael';\ne.sql`INSERT INTO users (name) VALUES (${n});`; var u = {name: 'Radha', roles: ['artist', 'marketing']};\ne.sql`INSERT INTO users ${u}`;","breadcrumbs":"Clients » JavaScript » Template Literals","id":"243","title":"Template Literals"},"244":{"body":"When an LD-JSON (default) accept header is used, strongly typed data is returned according to this mapping: null - null xsd:date - Date xsd:dateTime - Date xsd:base64Binary - Uint8Array xsd:integer - BigInt For more information on Endb data types, see the Data Types doc .","breadcrumbs":"Clients » JavaScript » Data Types","id":"244","title":"Data Types"},"245":{"body":"import { Endb } from '@endatabas/endb'; var e = new Endb();\nawait e.sql(\"INSERT INTO users {name: 'Thupil'};\");\nvar result = await e.sql(\"SELECT * FROM users;\");\nconsole.log(result); var e2 = new Endb('http://localhost:3803/sql', {accept: 'application/json', username: 'zig', password: 'zag'});\nawait e.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true, 'text/csv');\nresult = await e.sql(\"SELECT * FROM users;\", null, null, 'application/json');\nconsole.log(result); import WebSocket from 'ws';\nimport { EndbWebSocket } from '@endatabas/endb'; var ews = new EndbWebSocket({ws: WebSocket});\nawait ews.sql(\"insert into users {name: 'Lydia'};\");\nvar ws_result = await ews.sql(\"select * from users;\");\nconsole.log(ws_result); var ews2 = new EndbWebSocket({ws: WebSocket, username: 'zig', password: 'zag'});\nawait ews2.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true, 'text/csv');\nws_result = await ews2.sql(\"SELECT * FROM users;\", null, null, 'application/json');\nconsole.log(ws_result);","breadcrumbs":"Clients » JavaScript » Complete Examples","id":"245","title":"Complete Examples"},"246":{"body":"NOTE: The following API documentation is generated from source code docstrings in the endb repository .","breadcrumbs":"Clients » JavaScript » JavaScript API Reference","id":"246","title":"JavaScript API Reference"},"247":{"body":"Endb\nEndatabas client for the HTTP API EndbWebSocket\nEndatabas client for the WebSocket API","breadcrumbs":"Clients » JavaScript » Classes","id":"247","title":"Classes"},"248":{"body":"Endatabas client for the HTTP API Kind : global class Endb new Endb([url], [opt]) .sql(q, [p], [m], [accept]) ⇒ Promise.<Array> new Endb([url], [opt]) Create an Endb object (Endatabas client for the HTTP API) ParamTypeDefaultDescription [url]string\"http://localhost:3803/sql\"HTTP URL to the Endatabas /sql API [opt]ObjectHTTP options [opt.accept]string\"application/ld+json\"Accept Header content type [opt.username]stringusername for HTTP Basic Auth [opt.password]stringpassword for HTTP Basic Auth endb.sql(q, [p], [m], [accept]) ⇒ Promise.<Array> Execute a SQL statement over HTTP Kind : instance method of Endb Returns : Promise.<Array> - - Array of documents ParamTypeDescription qstringSQL query as string or Template Literal [p]Array | ObjectPositional parameters, named parameters, or an array of either [m]booleanmany parameters flag [accept]stringAccept Header content type Example // Simple query\nsql(\"SELECT * FROM users;\");\n// Positional parameters\nsql(\"INSERT INTO users (date, name) VALUES (?, ?);\", [new Date(), 'Aaron']);\n// Named parameters\nsql(\"INSERT INTO users {date: :d, name: :n};\", {d: new Date(), n: 'Aaron'});\n// Many positional parameters (batches)\nsql(\"INSERT INTO users (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true);\n// Many named parameters (batches)\nsql(\"INSERT INTO users {name: :n};\", [{n: 'Judy'}, {n: 'Addis'}], true);\n// All parameters (many parameters and accept header)\nsql(\"INSERT INTO users (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true, 'text/csv');\n// Named parameters via Template Literals\nsql(`INSERT INTO users (name) VALUES (${u});`, [{u: 'Michael'}]);","breadcrumbs":"Clients » JavaScript » Endb","id":"248","title":"Endb"},"249":{"body":"Endatabas client for the WebSocket API Kind : global class EndbWebSocket new EndbWebSocket([url], [opt]) .close() .sql(q, [p], [m]) ⇒ Promise.<Array> new EndbWebSocket([url], [opt]) Create an EndbWebSocket object (Endatabas client for the WebSocket API) ParamTypeDefaultDescription [url]string\"ws://localhost:3803/sql\"WebSocket URL to the Endatabas /sql API [opt]ObjectWebSocket options [opt.ws]stringWebSocket implementation [opt.username]stringusername for Basic Auth [opt.password]stringpassword for Basic Auth endbWebSocket.close() Close the WebSocket connection Kind : instance method of EndbWebSocket endbWebSocket.sql(q, [p], [m]) ⇒ Promise.<Array> Execute a SQL statement over a WebSocket with LD-JSON Kind : instance method of EndbWebSocket Returns : Promise.<Array> - - Array of documents ParamTypeDescription qstringSQL query as string or Template Literal [p]Array | ObjectPositional parameters, named parameters, or an array of either [m]booleanmany parameters flag Example // Simple query\nsql(\"SELECT * FROM users;\");\n// Positional parameters\nsql(\"INSERT INTO users (date, name) VALUES (?, ?);\", [new Date(), 'Aaron']);\n// Named parameters\nsql(\"INSERT INTO users {date: :d, name: :n};\", {d: new Date(), n: 'Aaron'});\n// Many positional parameters (batches)\nsql(\"INSERT INTO users (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true);\n// Many named parameters (batches)\nsql(\"INSERT INTO users {name: :n};\", [{n: 'Judy'}, {n: 'Addis'}], true);\n// All parameters (many parameters and accept header)\nsql(\"INSERT INTO users (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true, 'text/csv');\n// Named parameters via Template Literals\nsql(`INSERT INTO users (name) VALUES (${u});`, [{u: 'Michael'}]);","breadcrumbs":"Clients » JavaScript » EndbWebSocket","id":"249","title":"EndbWebSocket"},"25":{"body":"To create a new document, you can use the standard SQL INSERT command. INSERT INTO products (product_no, name, price) VALUES (1, 'Tofu', 7.99); To create multiple new documents at once, delimit their value lists with commas: INSERT INTO products (product_no, name, price) VALUES (1, 'Butter', 5.99), (2, 'Margarine', 4.99); It is also possible to insert a document directly using an OBJECT literal . INSERT INTO products {product_no: 3, name: 'Tea', price: 3.99}; To insert multiple documents directly, delimit documents with commas: INSERT INTO products {name: 'Coffee', price: 3.99}, {name: 'Croissant', price: 2.99}; It is possible to insert the results of a query: INSERT INTO cheap_products SELECT * FROM products WHERE price < 4.00;","breadcrumbs":"SQL Reference » Data Manipulation » INSERT","id":"25","title":"INSERT"},"250":{"body":"The Python client library is used to communicate with an Endb instance from a Python application. PyPI Package: endb","breadcrumbs":"Clients » Python » Python","id":"250","title":"Python"},"251":{"body":"Install Usage Examples Import Endb EndbWebSocket sql() Data Types Complete Examples Python API Reference","breadcrumbs":"Clients » Python » Table of Contents","id":"251","title":"Table of Contents"},"252":{"body":"pip install endb\npip install websockets # optional WebSocket support\npip install pyarrow # optional Apache Arrow support","breadcrumbs":"Clients » Python » Install","id":"252","title":"Install"},"253":{"body":"","breadcrumbs":"Clients » Python » Usage Examples","id":"253","title":"Usage Examples"},"254":{"body":"from endb import (Endb, EndbWebSocket)","breadcrumbs":"Clients » Python » Import","id":"254","title":"Import"},"255":{"body":"Use Endb to communicate with Endb over HTTP. It accepts optional url, accept, username, and password parameters. Accept headers default to LD-JSON and can be set to any valid content type listed in the HTTP API . If you have pyarrow installed, you can also use application/vnd.apache.arrow.file and application/vnd.apache.arrow.stream. e = Endb()\ne = Endb('http://localhost:3803/sql')\ne = Endb('http://localhost:3803/sql', 'text/csv')\ne = Endb('http://localhost:3803/sql', 'application/json', 'zig', 'zag') NOTE: Choosing accept headers other than LD-JSON will return Python data structures symmetrical with those returned from the respective accept header provided to the HTTP API. text/csv returns comma-delimited strings, application/json returns tuples as lists, and so on.","breadcrumbs":"Clients » Python » Endb","id":"255","title":"Endb"},"256":{"body":"Use the EndbWebSocket class to communicate with Endb over WebSockets. It accepts optional url, username, and password parameters. ews = EndbWebSocket()\news = EndbWebSocket('ws://localhost:3803/sql', 'zig', 'zag')","breadcrumbs":"Clients » Python » EndbWebSocket","id":"256","title":"EndbWebSocket"},"257":{"body":"The sql method is available to both Endb and EndbWebSocket. It accepts q, and optional p, m, and accept parameters and returns an list of strongly-typed documents. (See Python API Reference .) It is sychronous for Endb and asynchronous for EndbWebSocket. To ignore the p or m parameters but still supply an accept header, supply the default values or use a named (accept) parameter. from datetime import date, datetime, timezone\ne.sql(\"INSERT INTO USERS (date, name, email) VALUES (?, ?, ?);\", [datetime.now(timezone.utc), 'Aaron', 'aaron@canadahealth.ca'])\ne.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], True)\ne.sql(\"SELECT * FROM users;\", [], False, 'text/csv')\ne.sql(\"SELECT * FROM users;\", accept = 'text/csv')\ne.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], True, 'text/csv')","breadcrumbs":"Clients » Python » sql()","id":"257","title":"sql()"},"258":{"body":"When an LD-JSON (default) accept header is used, strongly typed data is returned according to this mapping: null - None xsd:date - datetime.date xsd:time - datetime.time xsd:dateTime - datetime.datetime xsd:base64Binary - bytes (from base64) xsd:integer - int For more information on Endb data types, see the Data Types doc .","breadcrumbs":"Clients » Python » Data Types","id":"258","title":"Data Types"},"259":{"body":"from endb import Endb\nfrom datetime import date, datetime, timezone\ne = Endb()\ne.sql(\"INSERT INTO users {name: 'Yuvi'}\")\ne.sql(\"SELECT * FROM users;\") e2 = Endb('http://localhost:3803/sql', 'application/json', 'zig', 'zag')\ne2.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], True, 'text/csv')\ne2.sql(\"SELECT * FROM users;\", [], False, 'application/json') When the websockets dependency is installed, it is possible to return asynchronous results to the Python interactive shell directly if you start it with python3 -m asyncio: from endb import EndbWebSocket\news = EndbWebSocket()\nawait ews.sql(\"INSERT INTO users {name: 'Lydia'}\")\nws_result = await ews.sql(\"SELECT * FROM users;\")\nprint(ws_result) ews2 = EndbWebSocket(username = 'zig', password = 'zag')\nawait ews2.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], True, 'text/csv')\nws_result = await ews2.sql(\"SELECT * FROM users;\", [], False, 'application/json')\nprint(ws_result)","breadcrumbs":"Clients » Python » Complete Examples","id":"259","title":"Complete Examples"},"26":{"body":"To update an existing row, you can use the standard SQL UPDATE command: UPDATE products SET price = 4.99 WHERE name = 'Coffee'; Set multiple columns by separating them with commads; UPDATE products SET price = 4.99, name = 'Kaapi' WHERE name = 'Coffee'; Because Endb is schemaless, each document (or row) has its own schema. As a result, you may want to remove a column from an individual row. You can do this with the UNSET operator: UPDATE products UNSET product_no WHERE name = 'Coffee';\nUPDATE products REMOVE product_no WHERE name = 'Coffee'; REMOVE is an alias for UNSET. It is possible to set and unset values in a single update. Unsetting a column which doesn't exist is not an error: UPDATE products SET price = 5.98 UNSET product_no WHERE name = 'Coffee';","breadcrumbs":"SQL Reference » Data Manipulation » UPDATE","id":"26","title":"UPDATE"},"260":{"body":"NOTE: The following API documentation is generated from source code docstrings in the endb repository .","breadcrumbs":"Clients » Python » Python API Reference","id":"260","title":"Python API Reference"},"261":{"body":"","breadcrumbs":"Clients » Python » endb module","id":"261","title":"endb module"},"262":{"body":"Bases: AbstractEndb An Endatabas client for the HTTP API url HTTP URL of an Endatabas instance Type: str accept Accept header content type Type: str username Username for HTTP Basic Auth Type: str password Password for HTTP Basic Auth Type: str sql(q, p=[], m=False, accept=None) Executes a SQL statement The SQL statement is sent to Endb.url over HTTP. Parameters: q ( str ) – SQL statement or query to execute p ( array_like , default= [ ] ) – Positional or named SQL parameters (or an array of either, if using many parameters) m ( bool , default=False ) – Many parameters flag accept ( str , optional ) – Accept header content type (defaults to Endb.accept) Raises: TypeError – Internal error if attempting to translate an unknown type to LD-JSON.","breadcrumbs":"Clients » Python » class endb.Endb(url='http://localhost:3803/sql', accept='application/ld+json', username=None, password=None)","id":"262","title":"class endb.Endb(url='http://localhost:3803/sql', accept='application/ld+json', username=None, password=None)"},"263":{"body":"Bases: AbstractEndb An Endatabas client for the HTTP API url HTTP URL of an Endatabas instance Type: str username Username for HTTP Basic Auth Type: str password Password for HTTP Basic Auth Type: str async close() Closes the WebSocket connection async sql(q, p=[], m=False, accept=None) Executes a SQL statement The SQL statement is sent to Endb.url over WebSockets. Parameters: q ( str ) – SQL statement or query to execute p ( array_like , default= [ ] ) – Positional or named SQL parameters (or an array of either, if using many parameters) m ( bool , default=False ) – Many parameters flag accept ( str , optional ) – Ignored. WebSocket communication is always in LD-JSON. Raises: AssertionError – If ‘id’ of request and response do not match. RuntimeError – If response from server contains an error.","breadcrumbs":"Clients » Python » class endb.EndbWebSocket(url='ws://localhost:3803/sql', username=None, password=None)","id":"263","title":"class endb.EndbWebSocket(url='ws://localhost:3803/sql', username=None, password=None)"},"264":{"body":"Reference documentation exists as a detailed perspective on each feature of Endb. It does not need to be read from beginning to end. Installation Operation Monitoring HTTP API WebSocket API Data Types","breadcrumbs":"Reference » Reference","id":"264","title":"Reference"},"265":{"body":"You only need one of the following installation options. If you followed the Quickstart, you already have the Docker Hub version installed.","breadcrumbs":"Reference » Installation » Installation","id":"265","title":"Installation"},"266":{"body":"Endb is still in early beta. While in beta, new versions are not guaranteed to have binary-compatible storage with previous versions. We encourage you to experiment with Endb but please do not use it in production until a General Availability release.","breadcrumbs":"Reference » Installation » Warning: Early Beta","id":"266","title":"Warning: Early Beta"},"267":{"body":"There are two major release channels available: stable and nightly. To run the nightly builds, replace endatabas/endb with endatabas/endb:nightly in the commands below. If you run Docker, you can use the default command below. --rm cleans up (optional), -p exposes the default endb port, and -v mounts a local volume so your data persists even if you shut down the Docker image. mkdir -p endb_data\ndocker pull endatabas/endb\ndocker run --rm -p 3803:3803 -v endb_data:/app/endb_data endatabas/endb If you run Podman, you'll need to specify the docker.io repo explicitly: mkdir -p endb_data\npodman pull docker.io/endatabas/endb\npodman run --rm -p 3803:3803 -v endb_data:/app/endb_data docker.io/endatabas/endb","breadcrumbs":"Reference » Installation » Installing from Docker Hub","id":"267","title":"Installing from Docker Hub"},"268":{"body":"If you want to run endb from the main branch, compile and build the Docker image: https://github.com/endatabas/endb/#building https://github.com/endatabas/endb/#docker","breadcrumbs":"Reference » Installation » Installing from Git: Docker","id":"268","title":"Installing from Git: Docker"},"269":{"body":"If you don't want Docker at all, you can compile and run the endb binary: https://github.com/endatabas/endb/#building ./target/endb NOTE: If you move the endb binary, be sure to copy libendb.so (Linux) or libendb.dylib (MacOS) into the same directory. This is because endb requires libendb to run.","breadcrumbs":"Reference » Installation » Installing from Git: Binary","id":"269","title":"Installing from Git: Binary"},"27":{"body":"Endb provides a PATCH operator, similar to the PATCH function . The PATCH operator is used in conjunction with UPDATE to set fields on a document (columns on a row) in a declarative fashion. UPDATE products PATCH {price: 1.98, product_no: products.product_no + 1000} WHERE price = 2.00; PATCH is based on RFC 7386: JSON Merge Patch .","breadcrumbs":"SQL Reference » Data Manipulation » UPDATE PATCH","id":"27","title":"UPDATE PATCH"},"270":{"body":"The endb executable aims to provide self-explanatory help for direct usage of the binary. See Monitoring for more information about logging, metrics, and tracing. $ endb --help\nUsage: endb [OPTIONS] Options: -d, --data-directory <DATA_DIRECTORY> [env: ENDB_DATA_DIRECTORY=] [default: endb_data] -h, --help Print help -V, --version Print version Authentication: --username <USERNAME> [env: ENDB_USERNAME=] --password <PASSWORD> [env: ENDB_PASSWORD=] Network: -p, --port <PORT> [env: ENDB_PORT=] [default: 3803] --bind-address <BIND_ADDRESS> [env: ENDB_BIND_ADDRESS=] [default: 0.0.0.0] --protocol <PROTOCOL> [env: ENDB_PROTOCOL=] [default: http] [possible values: http, https] --cert-file <CERT_FILE> [env: ENDB_CERT_FILE=] --key-file <KEY_FILE> [env: ENDB_KEY_FILE=] The -d option accepts a special value of :memory: to run an in-memory node, without persisting anything to disk. The --cert-file and --key-file options are ignored when --protocol is set to http. When --protocol is set to https, they are both required.","breadcrumbs":"Reference » Operation » Operation","id":"270","title":"Operation"},"271":{"body":"If you would like to back up your Endb data, you can use any commodity copy or sync tool (such as rsync) to maintain a copy of your --data-directory (ENDB_DATA_DIRECTORY). To restore that directory, stop Endb, replace or sync that directory where Endb is running, and restart Endb. In the future, a backup option will be provided for an object store separated from compute.","breadcrumbs":"Reference » Operation » Backup and Restore","id":"271","title":"Backup and Restore"},"272":{"body":"Endb exposes plaintext logs, Prometheus metrics, and optional OpenTelemetry tracing. Any one, or a combination, of these can be used to monitor an Endb instance. Some monitoring options are offered as flags. Set flags by setting the environment variable to 0 or 1 (ex. ENDB_LOG_ANSI=0).","breadcrumbs":"Reference » Monitoring » Monitoring","id":"272","title":"Monitoring"},"273":{"body":"By default, endb logs to STDOUT with a log level of endb=INFO. Adjust the log level with the ENDB_LOG_LEVEL environment variable. Endb uses Rust Logging and more details about log levels are available in that document. Other flags include: ENDB_LOG_ANSI - turns ANSI terminal colour output on or off (on by default) ENDB_LOG_THREAD_IDS - set to enable or disable logging of thread ids (enabled by default) Example: docker run --rm -e ENDB_LOG_LEVEL=endb=DEBUG -e ENDB_LOG_ANSI=0 -e ENDB_LOG_THREAD_IDS=1 -p 3803:3803 -v demo_data:/app/endb_data docker.io/endatabas/endb:latest","breadcrumbs":"Reference » Monitoring » Logging","id":"273","title":"Logging"},"274":{"body":"A Prometheus endpoint is available at /metrics. This endpoint is enabled by default. If your Endb instance is running locally, you can view metrics in a browser at http://localhost:3803/metrics The Prometheus tracing level defaults to endb=DEBUG. Set the tracing level with ENDB_TRACING_LEVEL.","breadcrumbs":"Reference » Monitoring » Prometheus","id":"274","title":"Prometheus"},"275":{"body":"To enable OpenTelemetry, set ENDB_TRACING_OTEL=1 and OTEL_EXPORTER_OTLP_ENDPOINT=http://localhost:4317/ Configuration options for the OTLP exporter and additional OTLP environment variables may also prove useful for configuration. The OpenTelemetry tracing level defaults to endb=DEBUG. Set the tracing level with ENDB_TRACING_LEVEL. At the moment, only gRPC metrics are exposed, not HTTP.","breadcrumbs":"Reference » Monitoring » OpenTelemetry","id":"275","title":"OpenTelemetry"},"276":{"body":"Endb exposes a number of metrics to the Prometheus endpoint and OpenTelemetry. These can be useful in debugging performance of applications connected to Endb.","breadcrumbs":"Reference » Monitoring » Metrics","id":"276","title":"Metrics"},"277":{"body":"query_real_time_duration_seconds query_gc_run_time_duration_seconds query_consed_bytes http_request_duration_seconds","breadcrumbs":"Reference » Monitoring » Histograms","id":"277","title":"Histograms"},"278":{"body":"queries_active interactive_transactions_active buffer_pool_usage_bytes dynamic_space_usage_bytes","breadcrumbs":"Reference » Monitoring » Counters","id":"278","title":"Counters"},"279":{"body":"websocket_message_internal_errors_total object_store_read_bytes_total object_store_written_bytes_total queries_total transactions_conflicted_total transactions_committed_total transactions_prepared_total transactions_retried_total wal_read_bytes_total wal_written_bytes_total http_requests_total","breadcrumbs":"Reference » Monitoring » Monotonic Counters","id":"279","title":"Monotonic Counters"},"28":{"body":"The SET operator permits paths on its left-hand side. The behaviour of the form UPDATE <table> SET <path> = <value> is identical to that of the path_set function. UPDATE users SET $.addresses[0].city = 'Chicago' WHERE name = 'Steven';","breadcrumbs":"SQL Reference » Data Manipulation » UPDATE SET $path","id":"28","title":"UPDATE SET $path"},"280":{"body":"Endb exposes a variety of tracing spans to OpenTelemetry. Tracing data is mostly useful if your Endb instance is not performing in the way you expect. buffer_pool_eviction build_info commit compaction constraints gc index log_replay log_rotation object_store_delete object_store_get object_store_list object_store_put query shutdown snapshot startup wal_append_entry wal_read_next_entry wal_fsync websocket_connections_active websocket_message_duration_seconds websocket_messages_total","breadcrumbs":"Reference » Monitoring » Tracing","id":"280","title":"Tracing"},"281":{"body":"If a client is not available for your programming language yet, your app can interact directly with the Endb HTTP API. Any HTTP client may be used but in the examples below we'll use curl to demonstrate the API without writing any code. You can send SQL statements to endb over HTTP: curl -d \"INSERT INTO users (name) VALUES ('Tianyu')\" -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql\ncurl -d \"SELECT * FROM users\" -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql You can send SQL to endb with standard HTTP Query Parameters, Verbs, Content Types, Accept Headers, and HTTP Basic Authentication. Each one is outlined below.","breadcrumbs":"Reference » HTTP API » HTTP API","id":"281","title":"HTTP API"},"282":{"body":"The query parameters Endb's HTTP endpoint accepts are: q - (q)uery: a SQL query, optionally parameterized p - (p)arameters: named or positional parameters m - (m)any parameter lists: bulk parameters , used for bulk insert/update","breadcrumbs":"Reference » HTTP API » HTTP Query Parameters","id":"282","title":"HTTP Query Parameters"},"283":{"body":"POST allows explicit Content Types and Accept headers: curl -d 'SELECT 1' -H \"Content-Type: application/sql\" -H \"Accept: text/csv\" -X POST http://localhost:3803/sql GET allows a single, simple URL. GET does not permit DML. curl -X GET \"http://localhost:3803/sql?q=SELECT%201\"","breadcrumbs":"Reference » HTTP API » HTTP Verbs","id":"283","title":"HTTP Verbs"},"284":{"body":"The HTTP Content-Type header is used to specify what format the client is sending data to Endb.","breadcrumbs":"Reference » HTTP API » Content Types","id":"284","title":"Content Types"},"285":{"body":"curl -d '{\"q\": \"SELECT * from products;\"}' -H \"Content-Type: application/json\" -X POST http://localhost:3803/sql\ncurl -d '{\"q\": \"SELECT * from products WHERE name = ?;\", \"p\": [\"Salt\"]}' -H \"Content-Type: application/json\" -X POST http://localhost:3803/sql\ncurl -d '{\"q\": \"INSERT INTO products {name: :name};\", \"p\": {\"name\": \"Paprika\"}}' -H \"Content-Type: application/json\" -X POST http://localhost:3803/sql NOTE: To enable strongly-typed values, payloads sent with the application/json content type have values resolved with JSON-LD scalars. Standard JSON values are a subset of JSON-LD scalars, so data sent as regular JSON is unaffected by this behaviour.","breadcrumbs":"Reference » HTTP API » application/json:","id":"285","title":"application/json:"},"286":{"body":"Although values in the application/json content type are resolved using JSON-LD scalars, you can explicitly specify an application/ld+json content type to avoid all ambiguity. See JSON-LD . curl -d '{\"q\": \"INSERT INTO events {start: :start};\", \"p\": {\"start\": {\"@type\": \"xsd:dateTime\", \"@value\": \"2011-04-09T20:00:00Z\"}}}' -H \"Content-Type: application/ld+json\" -X POST http://localhost:3803/sql","breadcrumbs":"Reference » HTTP API » application/ld+json","id":"286","title":"application/ld+json"},"287":{"body":"curl -d 'SELECT 1' -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql Submit parameters to application/sql by providing form data or query parameters. Form data and query parameters can be combined, though it is not necessarily recommended. curl -F q=\"INSERT INTO sauces {name: ?, color: ?};\" -X POST http://localhost:3803/sql?p=%5B%22ketchup%22%2C%22purple%22%5D","breadcrumbs":"Reference » HTTP API » application/sql:","id":"287","title":"application/sql:"},"288":{"body":"curl -F q=\"SELECT * from products;\" -H \"Content-Type: multipart/form-data\" -X POST http://localhost:3803/sql\ncurl -F q=\"INSERT INTO products {name: ?};\" -F p='[\"Sriracha\"]' -X POST http://localhost:3803/sql NOTE: Many HTTP clients (including curl) automatically assume a content type of multipart/form-data when form fields are provided. This is true for curl when the -F (--form) argument is used and it has been elided from further examples.","breadcrumbs":"Reference » HTTP API » multipart/form-data","id":"288","title":"multipart/form-data"},"289":{"body":"Although the other content types are preferable for obvious reasons, application/x-www-form-urlencoded is offered for completeness. curl -d 'q=SELECT%20*%20FROM%20products;' -H \"Content-Type: application/x-www-form-urlencoded\" -X POST http://localhost:3803/sql","breadcrumbs":"Reference » HTTP API » application/x-www-form-urlencoded","id":"289","title":"application/x-www-form-urlencoded"},"29":{"body":"The UNSET (synonym: REMOVE) operator permits paths on its left-hand side. The behaviour of the form UPDATE <table> UNSET <path> = <value> is identical to that of the path_remove function. UPDATE users UNSET $.addresses[0].city WHERE name = 'Steven';","breadcrumbs":"SQL Reference » Data Manipulation » UPDATE UNSET $path","id":"29","title":"UPDATE UNSET $path"},"290":{"body":"The HTTP Accept header is used to specify how data is returned to the Endb client. The default Accept header content type is application/json.","breadcrumbs":"Reference » HTTP API » Accept Headers","id":"290","title":"Accept Headers"},"291":{"body":"text/csv returns comma-separated rows. Column order from the SELECT clause is maintained. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,'csv')) t1\" -H \"Content-Type: application/sql\" -H \"Accept: text/csv\" -X POST http://localhost:3803/sql returns: \"column1\",\"column2\"\n2,\"csv\"\n1,\"hello\"","breadcrumbs":"Reference » HTTP API » text/csv","id":"291","title":"text/csv"},"292":{"body":"application/json returns rows as an array of JSON tuples. Column order from the SELECT clause is maintained. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,DATE('2023-07-22'))) t1\" -H \"Content-Type: application/sql\" -H \"Accept: application/json\" -X POST http://localhost:3803/sql returns: [[2,\"2023-07-22\"],[1,\"hello\"]]","breadcrumbs":"Reference » HTTP API » application/json","id":"292","title":"application/json"},"293":{"body":"application/x-ndjson returns newline-delimited JSON documents. Column order from the SELECT clause is not maintained. JSON documents cannot guarantee column order. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,DATE('2023-07-22'))) t1\" -H \"Content-Type: application/sql\" -H \"Accept: application/x-ndjson\" -X POST http://localhost:3803/sql returns: {\"column1\":2,\"column2\":\"2023-07-22\"}\n{\"column1\":1,\"column2\":\"hello\"}","breadcrumbs":"Reference » HTTP API » application/x-ndjson","id":"293","title":"application/x-ndjson"},"294":{"body":"application/ld+json returns documents of strongly-typed (\"Linking Data\") JSON records. Column order from the SELECT clause is not maintained. JSON documents cannot guarantee column order. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,DATE('2023-07-22'))) t1\" -H \"Content-Type: application/sql\" -H \"Accept: application/ld+json\" -X POST http://localhost:3803/sql returns: {\"@context\":{\"xsd\":\"http://www.w3.org/2001/XMLSchema#\",\"@vocab\":\"http://endb.io/\"},\"@graph\":[{\"column1\":2,\"column2\":{\"@value\":\"2023-07-22\",\"@type\":\"xsd:date\"}},{\"column1\":1,\"column2\":\"hello\"}]} See JSON-LD .","breadcrumbs":"Reference » HTTP API » application/ld+json","id":"294","title":"application/ld+json"},"295":{"body":"multipart/mixed returns documents as a valid multipart/mixed response, albeit all as LD-JSON. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,DATE('2023-07-22'))) t1\" -H \"Content-Type: application/sql\" -H \"Accept: multipart/mixed\" -X POST http://localhost:3803/sql returns: --369d7885-c6e9-4b01-93c9-9449a5fcd637\nContent-Type: application/ld+json {\"@context\":{\"xsd\":\"http://www.w3.org/2001/XMLSchema#\",\"@vocab\":\"http://endb.io/\"},\"@graph\":[{\"column1\":2,\"column2\":{\"@value\":\"2023-07-22\",\"@type\":\"xsd:date\"}},{\"column1\":1,\"column2\":\"hello\"}]} --369d7885-c6e9-4b01-93c9-9449a5fcd637--","breadcrumbs":"Reference » HTTP API » multipart/mixed","id":"295","title":"multipart/mixed"},"296":{"body":"application/vnd.apache.arrow.file returns columnar data as an Apache Arrow file. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,DATE('2023-07-22'))) t1\" -H \"Content-Type: application/sql\" -H \"Accept: application/vnd.apache.arrow.file\" -X POST http://localhost:3803/sql --output hello.arrow The above command returns a file containing a single RecordBatch in an Apache Arrow file in IPC format. You can examine the file with functions like pyarrow.ipc.open_file , as seen in this gist .","breadcrumbs":"Reference » HTTP API » application/vnd.apache.arrow.file","id":"296","title":"application/vnd.apache.arrow.file"},"297":{"body":"application/vnd.apache.arrow.stream returns columnar data as an Apache Arrow stream. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,DATE('2023-07-22'))) t1\" -H \"Content-Type: application/sql\" -H \"Accept: application/vnd.apache.arrow.stream\" -X POST http://localhost:3803/sql --output streamed.arrows The above command returns a file containing an Apache Arrow IPC stream. You can examine the file with functions like pyarrow.ipc.open_stream , as seen in this gist .","breadcrumbs":"Reference » HTTP API » application/vnd.apache.arrow.stream","id":"297","title":"application/vnd.apache.arrow.stream"},"298":{"body":"Endb supports HTTP Basic Authentication as defined by RFC 7235 . Pass --username and --password arguments to the endb binary to force basic authentication for HTTP connections. (See Operation for more details, including environment variables which can be passed to Docker images.) ./target/endb --username zig --password zag Then, from any HTTP client, provide the username and password combination to execute queries. curl --user zig:zag -d \"SELECT 'Hello World';\" -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql If the client passes an incorrect username or password, it will receive a 401 Authorization Required HTTP status code as a result, but no body. Be aware of this to ensure client code is written to detect 401 status codes. $ curl -i --user zig:wrong -d \"SELECT 'Hello World';\" -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql\nHTTP/1.1 401 Authorization Required NOTE: HTTP Basic Auth is not secure without the additional use of HTTPS.","breadcrumbs":"Reference » HTTP API » HTTP Basic Authentication","id":"298","title":"HTTP Basic Authentication"},"299":{"body":"SQL parameters are available to: application/json and application/ld+json as part of the POST body multipart/form-data as form data application/x-www-form-urlencoded as URL query parameters application/sql as form data and/or URL query parameters Parameters can be JSON literals, JSON-LD scalars, or SQL literals. A JSON-LD scalar always has the form: {\"@type\": \"xsd:TYPE\", \"@value\": \"DATA\"}. JSON-LD types are listed under the Data Types table.","breadcrumbs":"Reference » HTTP API » Parameters","id":"299","title":"Parameters"},"3":{"body":"Endb is still in early beta. While in beta, new versions are not guaranteed to have binary-compatible storage with previous versions. We encourage you to experiment with Endb but please do not use it in production until a General Availability release.","breadcrumbs":"Tutorial » Warning: Early Beta","id":"3","title":"Warning: Early Beta"},"30":{"body":"To delete an existing row, use the standard SQL DELETE command. DELETE FROM products WHERE price = 5.98; You may delete all rows from a table by eliding the WHERE clause: DELETE FROM products; Note: In Endb, DELETE does not remove any data. It is always possible to view data prior to the DELETE with time queries . If you need to remove data for compliance (with laws such as GDPR or PIPEDA), use ERASE .","breadcrumbs":"SQL Reference » Data Manipulation » DELETE","id":"30","title":"DELETE"},"300":{"body":"Named parameters substitute parameter placeholders with the form :param by the parameter key with the corresponding name. Named parameters are represented as a JSON object. curl -d '{\"q\": \"INSERT INTO products {name: :name, price: :price};\", \"p\": {\"name\": \"Paprika\", \"price\": 2.99}}' -H \"Content-Type: application/json\" -X POST http://localhost:3803/sql\ncurl -d '{\"q\": \"INSERT INTO events {start: :start};\", \"p\": {\"start\": {\"@type\": \"xsd:dateTime\", \"@value\": \"2011-04-09T20:00:00Z\"}}}' -H \"Content-Type: application/ld+json\" -X POST http://localhost:3803/sql\ncurl -F q=\"INSERT INTO products {name: :sauce};\" -F p='{\"sauce\": \"Sriracha\"}' -X POST http://localhost:3803/sql","breadcrumbs":"Reference » HTTP API » Named Parameters","id":"300","title":"Named Parameters"},"301":{"body":"Positional parameters substitute parameter placeholders with the form ? by the parameter values, in the order they appear. Positional parameters are respresented as a JSON array. curl -d '{\"q\": \"SELECT * FROM products WHERE name = ? AND price > ?;\", \"p\": [\"Salt\", 3.99]}' -H \"Content-Type: application/json\" -X POST http://localhost:3803/sql\ncurl -d '{\"q\": \"INSERT INTO events {start: ?};\", \"p\": [{\"@type\": \"xsd:dateTime\", \"@value\": \"2011-04-09T20:00:00Z\"}]}' -H \"Content-Type: application/ld+json\" -X POST http://localhost:3803/sql\ncurl -F q=\"INSERT INTO products {name: ?};\" -F p='[\"Sriracha\"]' -X POST http://localhost:3803/sql","breadcrumbs":"Reference » HTTP API » Positional Parameters","id":"301","title":"Positional Parameters"},"302":{"body":"Bulk operations are possible by setting the m flag to true. Bulk operations are available to both named and positional parameters. The list of parameters supplied in bulk must be nested in an array. curl -d '{\"q\": \"INSERT INTO products {name: :name};\", \"p\": [{\"name\": \"Soda\"}, {\"name\": \"Tonic\"}], \"m\": true}' -H \"Content-Type: application/json\" -X POST http://localhost:3803/sql\ncurl -F q=\"INSERT INTO sauces {name: ?, color: ?};\" -F p='[[\"Mustard\", \"Yellow\"], [\"Ketchup\", \"Red\"]]' -F m=true -X POST http://localhost:3803/sql","breadcrumbs":"Reference » HTTP API » Bulk Parameters","id":"302","title":"Bulk Parameters"},"303":{"body":"As it is possible to receive Apache Arrow data from an Endb query, it is possible to submit Apache Arrow as a statement parameter. The example below assumes the existence of a a table called names, which only contains one column (name). Apache Arrow Streams can also be used as parameters in the same way. # create a sample Arrow file:\ncurl -d \"SELECT * FROM names;\" -H \"Content-Type: application/sql\" -H \"Accept: application/vnd.apache.arrow.file\" -X POST http://localhost:3803/sql --output names.arrow\n# use the sample Arrow file:\ncurl -F m=true -F q=\"INSERT INTO projects {name: :name};\" -F \"p=@names.arrow;type=application/vnd.apache.arrow.file\" -X POST http://localhost:3803/sql NOTE: This feature should be used with caution. Do not submit arbitrary Arrow files as parameters. If a malformed Arrow file is submitted, the error message returned (if any) is unlikely to provide guidance. Preferably, Arrow files should be created using Endb itself, as in the example above. Most users will prefer to use a human-readable file format instead, such as a JSON variant or static SQL statements.","breadcrumbs":"Reference » HTTP API » Apache Arrow File Parameters","id":"303","title":"Apache Arrow File Parameters"},"304":{"body":"Bulk inserts are possible by combining the tools mentioned under Parameters . For example, the OBJECTS keyword can insert an array of object literals. Note that each object used as a positional parameter must be wrapped in a JSON array, since there may be more than one positional parameter supplied. Similarly, each named parameter must be wrapped in an object containing a key of the corresponding name. curl -F m=true -F q=\"INSERT INTO products OBJECTS ?\" -F p=\"[[{name: 'jam'}], [{name: 'butter'}]]\" -X POST http://localhost:3803/sql\ncurl -F m=true -F q=\"INSERT INTO products OBJECTS :product\" -F p=\"[{product: {name: 'jelly'}}, {product: {name: 'ghee'}}]\" -X POST http://localhost:3803/sql","breadcrumbs":"Reference » HTTP API » Bulk Insert","id":"304","title":"Bulk Insert"},"305":{"body":"It is possible to pass multiple SQL statements to Endb by delimiting them with semicolons. Parameters will be passed to all statements in order. Only the result of the last statement is returned to the client. In the following example, the INSERT will be successful but will not return a result. The SELECT will return to the client. curl --form-string q=\"INSERT INTO sauces {name: ?, color: ?}; SELECT {namo: ?, colour: ?};\" -F p='[\"Mustard\", \"Yellow\", \"Ketchup\", \"Red\"]' -X POST http://localhost:3803/sql NOTE: --form-string is required instead of --form to send semicolon-delimited statements with curl.","breadcrumbs":"Reference » HTTP API » Multiple Statements","id":"305","title":"Multiple Statements"},"306":{"body":"If a client is not available for your programming language yet, your app can interact directly with the Endb WebSocket API. Any WebSocket client can be used but in the examples below we'll use websocat to demonstrate the API without writing any code. Connect to Endb with: websocat ws://localhost:3803/sql You can send SQL statements to endb over WebSockets with JSON-RPC 2.0 . {\"jsonrpc\": \"2.0\", \"id\": 1, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO users (name) VALUES (?);\", \"p\": [[\"Tsehay\"], [\"Iniku\"]], \"m\": true}}\n{\"jsonrpc\": \"2.0\", \"id\": 2, \"method\": \"sql\", \"params\": {\"q\": \"SELECT * FROM users;\", \"p\": [], \"m\": false}} NOTE: To send the method calls above, paste them into a websocat session one-at-a-time and press <enter>. Further examples will assume JSON-RPC strings are sent in an existing websocat session.","breadcrumbs":"Reference » WebSocket API » WebSocket API","id":"306","title":"WebSocket API"},"307":{"body":"Following the JSON-RPC 2.0 spec, a SQL statement or query to the Endb WebSocket API requires these components: id - a string or integer identifier used to correlate requests to responses method - always the string \"sql\" params - request params are sent as JSON-RPC by-name request parameters, as listed below","breadcrumbs":"Reference » WebSocket API » JSON-RPC Request Object","id":"307","title":"JSON-RPC Request Object"},"308":{"body":"q - (q)uery: a SQL query, optionally parameterized p - (p)arameters: named or positional SQL parameters m - (m)any parameter lists: bulk parameters , used for bulk insert/update","breadcrumbs":"Reference » WebSocket API » JSON-RPC Request Parameters","id":"308","title":"JSON-RPC Request Parameters"},"309":{"body":"A response from the Endb WebSocket API will include these components: id - the id provided in the request object, so it can be correlated result - the response, encoded as JSON-LD, as in this example: {\"jsonrpc\":\"2.0\", \"id\":111, \"result\":{\"@context\":{\"xsd\":\"http://www.w3.org/2001/XMLSchema#\",\"@vocab\":\"http://endb.io/\"},\"@graph\":[{\"name\":\"Hing\",\"price\":2.99}]}} If your query is invalid or causes an internal error, you will receive an error instead, which includes: id - the id of the request object, if one was provided (otherwise null) error - a code and message, as returned by Endb {\"jsonrpc\":\"2.0\", \"id\":222, \"error\":{\"code\":-32603,\"message\":\"Error: Unknown table: users\\n ╭─[<unknown>:1:15]\\n │\\n 1 │ SELECT * FROM users;\\n │ ──┬── \\n │ ╰──── Unknown table\\n───╯\\n\"}}","breadcrumbs":"Reference » WebSocket API » JSON-RPC Response Object","id":"309","title":"JSON-RPC Response Object"},"31":{"body":"Endb provides flexible upserts with the common ON CONFLICT clause. When the INSERT command detects a conflict, it will perform the instructions in the DO clause. The following command needs to be executed twice to see the upsert effect. INSERT INTO products {name: 'Pepper', price: 9.99} ON CONFLICT (name, price) DO UPDATE SET v = 2; To specify no operation on conflict, use DO NOTHING: INSERT INTO products {name: 'Pepper', price: 9.99} ON CONFLICT (name, price) DO NOTHING; To reference the document currently being inserted, the DO clause provides a statement-local relation named excluded. INSERT INTO products {name: 'Salt', price: 6};\nINSERT INTO products {name: 'Salt', price: 7} ON CONFLICT (name) DO UPDATE SET price = excluded.price; Similarly, the existing table is still available in the DO clause to provide further filtering: INSERT INTO products {product_no: 99, name: 'Cumin', price: 3.00, v: 5};\nINSERT INTO products {product_no: 99, name: 'Cumin', price: 5.00, v: 6} ON CONFLICT (product_no, name) DO UPDATE SET price = excluded.price, v = excluded.v WHERE products.v < 6;","breadcrumbs":"SQL Reference » Data Manipulation » ON CONFLICT (Upsert)","id":"31","title":"ON CONFLICT (Upsert)"},"310":{"body":"Endb supports HTTP Basic Authentication, as defined by RFC 7235 , on top of RFC 6455 . This is because the WebSocket Protocol RFC (6455) does not define authentication mechanisms itself. Pass --username and --password arguments to the endb binary to force basic authentication for HTTP connections. (See Operation for more details, including environment variables which can be passed to Docker images.) ./target/endb --username zig --password zag Then, use Basic Auth headers to connect to Endb: websocat -H='Authorization: Basic' ws://zig:zag@localhost:3803/sql Rather than Authorization: Basic, the Sec-WebSocket-Protocol header may be used. It is offered because web browsers do not support the Basic Auth header over WebSockets.","breadcrumbs":"Reference » WebSocket API » WebSocket Basic Authentication","id":"310","title":"WebSocket Basic Authentication"},"311":{"body":"SQL parameters to a WebSocket request are always JSON-LD . A JSON-LD scalar always has the form: {\"@type\": \"xsd:TYPE\", \"@value\": \"DATA\"}. JSON-LD types are listed under the Data Types table. For example, if a strongly-typed DateTime is required, it can be submitted like so: {\"jsonrpc\": \"2.0\", \"id\": 11, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO users (name, date) VALUES (?, ?);\", \"p\": [\"dosha\", {\"@value\": \"2024-01-29T18:18:30.129159\", \"@type\": \"xsd:dateTime\"}], \"m\": false}}","breadcrumbs":"Reference » WebSocket API » Parameters","id":"311","title":"Parameters"},"312":{"body":"Named SQL parameters substitute parameter placeholders with the form :param by the parameter key with the corresponding name. Named parameters are represented as a JSON object. {\"jsonrpc\": \"2.0\", \"id\": 111, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO products {name: :name, price: :price};\", \"p\": {\"name\": \"Hing\", \"price\": 2.99}, \"m\": false}}\n{\"jsonrpc\": \"2.0\", \"id\": 112, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO events {start: :start};\", \"p\": {\"start\": {\"@type\": \"xsd:dateTime\", \"@value\": \"2021-04-09T20:00:00Z\"}}, \"m\": false}}","breadcrumbs":"Reference » WebSocket API » Named Parameters","id":"312","title":"Named Parameters"},"313":{"body":"Positional SQL parameters substitute parameter placeholders with the form ? by the parameter values, in the order they appear. Positional parameters are respresented as a JSON array. {\"jsonrpc\": \"2.0\", \"id\": 211, \"method\": \"sql\", \"params\": {\"q\": \"SELECT * FROM products WHERE name = ? AND price > ?;\", \"p\": [\"Hing\", 2.00], \"m\": false}}\n{\"jsonrpc\": \"2.0\", \"id\": 213, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO events {start: ?};\", \"p\": [{\"@type\": \"xsd:dateTime\", \"@value\": \"2021-04-09T20:00:00Z\"}], \"m\": false}}","breadcrumbs":"Reference » WebSocket API » Positional Parameters","id":"313","title":"Positional Parameters"},"314":{"body":"Bulk operations are possible by setting the m flag to true. Bulk operations are available to both named and positional parameters. The list of parameters supplied in bulk must be nested in an array. {\"jsonrpc\": \"2.0\", \"id\": 311, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO users {name: :name};\", \"p\": [{\"name\": \"Sungwon\"}, {\"name\": \"Olga\"}], \"m\": true}}\n{\"jsonrpc\": \"2.0\", \"id\": 312, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO sauces {name: ?, color: ?};\", \"p\": [[\"Sriracha\", \"#FE6F5E\"], [\"Gochujang\", \"#FF8066\"]], \"m\": true}}","breadcrumbs":"Reference » WebSocket API » Bulk Parameters","id":"314","title":"Bulk Parameters"},"315":{"body":"Unlike the HTTP API , the WebSocket API is stateful and thus capable of explicit transactions. See the Transactions documentation for further details on SQL syntax. {\"jsonrpc\": \"2.0\", \"id\": 411, \"method\": \"sql\", \"params\": {\"q\": \"BEGIN TRANSACTION;\", \"p\": [], \"m\": false}}\n{\"jsonrpc\": \"2.0\", \"id\": 412, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO delete_me {name: 'Roll Me Back'};\", \"p\": [], \"m\": false}}\n{\"jsonrpc\": \"2.0\", \"id\": 413, \"method\": \"sql\", \"params\": {\"q\": \"ROLLBACK;\", \"p\": [], \"m\": false}}\n{\"jsonrpc\": \"2.0\", \"id\": 414, \"method\": \"sql\", \"params\": {\"q\": \"SELECT * FROM delete_me;\", \"p\": [], \"m\": false}}","breadcrumbs":"Reference » WebSocket API » Transactions","id":"315","title":"Transactions"},"316":{"body":"","breadcrumbs":"Reference » Data Types » Data Types","id":"316","title":"Data Types"},"317":{"body":"Endb supports the following native scalar types for now. JSON-LD values with a type of @json will be returned from Endb as JSON literals, verbatim. The @type listed in parentheses is for reference purposes only. JSON literal types are implicit so a @value/@type pair is not returned for a JSON literal. SQL JSON-LD Example Literal Description NULL @json null Null, nil, undefined, or missing TEXT @json (xsd:string) \"hello\" UTF-8 string BOOLEAN @json (xsd:boolean) FALSE 8-bit boolean INTEGER @json (xsd:int[eger]) 42 64/128-bit two's complement integer REAL @json (xsd:double) 9007199254740992.123 64-bit IEEE 754 floating point number TIMESTAMP xsd:dateTime 2007-01-01T00:00:00 ISO microsecond precision timestamp DATE xsd:date 2007-01-01 ISO date TIME xsd:time 23:30:00 ISO time INTERVAL xsd:duration PT12H34M56.789S ISO interval BLOB xsd:base64Binary x'DEADBEEF' Binary large object SQL Data Types are covered in detail in the SQL Reference.","breadcrumbs":"Reference » Data Types » Scalars","id":"317","title":"Scalars"},"318":{"body":"SQL JSON-LD Example Literal Description ARRAY @json [\"Joe\", \"Dan\", \"Dwayne\"] Zero-based array OBJECT @json {n: 3, b: 2023-01-01} Object, map, dict, document","breadcrumbs":"Reference » Data Types » Collections","id":"318","title":"Collections"},"319":{"body":"SQL JSON-LD Description DECIMAL xsd:decimal Arbitrary precision decimal. Use 2 BIGINTs or VARCHAR URI xsd:anyURI Unsupported. Use VARCHAR UUID @json (xsd:string) Unsupported. Use VARCHAR or BLOB If you strongly feel you need a native representation of one of these types, email us: hello@endatabas.com","breadcrumbs":"Reference » Data Types » Unsupported Scalar Types","id":"319","title":"Unsupported Scalar Types"},"32":{"body":"ERASE completely removes documents (rows) from visibility to any queries. Once a document has been erased, it is no longer possible to query for it at all. ERASE FROM products WHERE name = 'Salt';","breadcrumbs":"SQL Reference » Data Manipulation » ERASE","id":"32","title":"ERASE"},"320":{"body":"What? Why? Architecture Roadmap License","breadcrumbs":"Appendix » Appendix","id":"320","title":"Appendix"},"321":{"body":"From the outside, Endatabas (or Endb ) is an open source SQL document database with full history. On the inside, this means all records in Endatabas are immutable. An ERASE statement is provided for compliance with laws and policies like GDPR. Time-travel is possible, but queries default to \"as-of-now\". (Which is the thing you want 97% of the time.) Rows are \"schema-last\" documents and joins can be arbitrary, but queries are written in SQL. Endb stores data in Apache Arrow: scalars are strongly typed, the on-disk format is columnar, and the execution engine understands rows and columns. Endb separates storage from compute to provide unlimited disk space. In Swedish, Endatabas means both \"a database\" and \" one database\". This One Database Dream is twofold: Endb hopes to provide HTAP , so a secondary analytics database is not required for most users. Endb plans to use AI ( adaptive indexing ) to provide fast OLTP and OLAP queries on cheap, elastic infrastructure.","breadcrumbs":"Appendix » What? » What is Endatabas?","id":"321","title":"What is Endatabas?"},"322":{"body":"After years of market research, the complaint of database users is universal: \"I want to stop babysitting the database.\" This can mean many things but they're all expensive and complex. The database equivalent of Greenspun's 10th Rule might be \"any sufficiently complicated backend system contains an ad-hoc, informally-specified, bug-ridden, slow implementation of half a database.\" This was true for much of the work we did in the 2010s and 2020s. \"Babysitting\" is sometimes the energy wasted by repeatedly building and maintaining ad-hoc databases for ourselves instead of building tools for customers. Buying data products also requires babysitting. DBAs babysit Oracle indexes. Developers babysit Postgres query optimizations. Data engineers babysit ETL pipelines. Analysts baybsit Redshift history. SREs babysit Aurora costs. Endb can't solve all these problems, but it attempts to be a jack-of-all-trades database that solves as many as it can — for as many people as it can.","breadcrumbs":"Appendix » What? » Who wants One Database?","id":"322","title":"Who wants One Database?"},"323":{"body":"After years of Computer Science research, it's also clear a sea change in database tech is due... right about now. (Give or take ten years. Our timing may be off.) Hellerstein and Stonebraker's What Goes Around Comes Around remains true, decade after decade, since it was published in 2004. As always, the relational data model is still king and SQL is still the lingua franca of databases. Together, they assimilate new rivals every decade or so. Endatabas tries to stand right at the center of this upcoming collapse of the data toolchain. If we, as an industry, can drop a decade's vestigial growth in favour of a tighter, simpler solution? Wonderful. But what if we could shed a half-century's vestiges? Perhaps event streams, relations, documents, graphs, temporal data, ETL and CDC can all live under one roof for many businesses. Let's see. We're not sure if we can make this work. But it's exciting to try. — One Database: Clean. Simple. Less. (Read more in Why Endatabas? )","breadcrumbs":"Appendix » What? » When is One Database possible?","id":"323","title":"When is One Database possible?"},"324":{"body":"(Read more in What is Endatabas? ) Why did we build Endatabas (aka Endb) at all? Isn't one of the many ( many ) existing databases good enough? Many incumbent databases serve their use cases and markets well. But the demands placed on databases are growing rapidly. These demands pull in multiple directions, all at once, and existing technology cannot support them without introducing enormous complexity. Metamorphosis is required. Endb takes good ideas and makes them easier to access, while reducing operational headache. It does not try to be flashy or unnecessarily revolutionary. Instead, it tries to be simple and familiar on the surface while providing a lot of new power under the covers. Let's talk about what that means in clear, concrete terms.","breadcrumbs":"Appendix » Why? » Why Endatabas?","id":"324","title":"Why Endatabas?"},"325":{"body":"The tagline \"SQL Document Database With Full History\" says a lot, but it doesn't say everything. Endatabas is, first and foremost, an immutable database . That's the Full History part. But storing all your data, forever, has clear implications. We consider these implications to be the pillars of Endatabas. In 3D geometry, the legs of a tripod are mutually supportive; as long as all three feet are in contact with the ground, the tripod will not wobble or collapse. So it is with the pillars. Each supports and implies the others. The pillars are as follows: Full History (requires: immutable data and erasure) Timeline (requires: time-traveling queries) Separation of Storage from Compute (requires: light and adaptive indexing) Documents (requires: schemaless tables, \"schema-per-row\", arbitrary joins) Analytics (requires: columnar storage and access) At the top of this five-dimensional structure is SQL, the lingua franca of database queries. We believe it is the right time to integrate these ideas. But first let's go back a few decades to see how we got here.","breadcrumbs":"Appendix » Why? » What is Endatabas, anyway?","id":"325","title":"What is Endatabas, anyway?"},"326":{"body":"None of the ideas in Endatabas are new. George Copeland's What if mass storage were free? asked, back in 1980, what an immutable database might look like. His prescient vision for a database with full history enjoys the clarity of a researcher at the beginning of the database era. People have occasionally asked of Endatabas, \"why bother retaining all history?\" But this is the wrong question. The real question is: \"why bother destroying data?\" Copeland's answers, \"The deletion concept was invented to reuse expensive computer storage.\" The software industry has grown so accustomed to the arbitrary deletion of historical data that we now take destroying data for granted. Mass storage is not free yet — but it is cheap. Copeland himself addresses \"a more realistic argument: if the cost of mass storage were low enough, then deletion would become undesirable.\" Any system that exploits the separation of storage and compute can enjoy these low costs. An immutable dataset and a timeline of changing states are two sides of the same coin. Previous states carry the innate property of time (whether defined by familiar wall clocks or versions or logical clocks). Jensen and Snodgrass have thoroughly researched time-related database queries. Much of their work was published in the 1990s and early 2000s. Storing time, querying across time, time as a value ... these challenging subjects eventually grew to form SQL:2011 . Most SQL databases have struggled to implement SQL:2011. Incorporating time as a core concept in mutable databases (those which support destructive updates and deletes) amplifies existing complexity. Time should simplify the database, not complicate it. Document databases have a more convoluted story. Attempts at \"schemaless\", semi-structured, document, and object databases stretch from Smalltalk in the 1980s to C++ in the 1990s to Java and graphs in the 2000s to JSON in the 2010s . Despite all this, the most successful semi-structured document store, as of 2023, is a Postgres database with JSON columns. Database users desire flexible storage and querying — but yesterday's weather says they desire SQL more. Can't we have both? SQL has four identities, four histories. There is an SQL of academia, born of Codd's relational algebra (1970) and Chamberlin/Boyce SEQUEL (1974) , grown over decades with research like Snodgrass/Jensen's TSQL2. Then there is the SQL of industry, the many-tentacled leviathan of IBM, Oracle, and Microsoft: the SQL sold to businesses and governments, ceaselessly bifurcated into new dialects with each version and implementation. Between these two rests the SQL of the ISO specification — unified across 11 published standards, from SQL-86 to SQL:2023, spanning thousands of pages, adhered to by no single database. [1] Last, there is colloquial SQL, the language one refers to by the question, \"do you know SQL?\" These four threads are intertwined across four decades, making it very difficult to clearly define what is meant by \"SQL\", even in very narrow contexts. Colloquial SQL is of greatest interest to us. This is the ubiquitous query language any new database must implement to succeed. Khoshafian and Copeland introduced the Decomposition Storage Model (DSM) in 1985. The four decades that followed saw any number of approaches to data analytics. Most of the time, however, these demanded expensive data acrobatics: data was piped, streamed, dumped, and copied into denormalized cubes and time-series databases. As humanity grew out of the batch processing of the 1980s into the always-online society of the 2020s, analytics data became another form of operational data and this pipeline was looped back to users and customers. Hybrid Transactional/Analytical Processing (HTAP) promises a simpler, natural successor to OLTP and OLAP systems. For many businesses, the transactional/analytical divide is as arbitrary as destroying data with every state change. Humanity will arbitrarily destroy data in 2026 because hard disks were expensive in 1986. Similarly, we will wastefully query data with multiple systems in 2026 because CPUs were slow in 1986.","breadcrumbs":"Appendix » Why? » History","id":"326","title":"History"},"327":{"body":"When you approach Endb from a distance, you won't see the pillars at first. You'll see the structure they support. This structure also binds the pillars together. The query language of a database is its glue. It is the user interface. It defines the user experience. It is at once a programming language, a dialogue, an envelope, a protocol. But a query engine is not divorced from its query language, and so the language choice also informs system design and behaviour. There are mundane reasons for choosing SQL. If asked \"do you know SQL?\" there's a high probability the answer is \"yes.\" SQL is the language of data science and third-party tools. If any sufficiently successful database has to provide SQL access anyway, one may as well start there. But this is not why we chose SQL. We believe SQL can be beautiful. As mentioned in History , we are primarily concerned with colloquial SQL. The other threads of SQL are relevant but Endb will never implement the entire SQL specification. Instead, the Endb SQL dialect unifies the pillars under one strongly-dynamically-typed umbrella, a variation of the SQLite dialect. SQLite's applications are quite different from those of Endatabas, so Endb SQL is not weakly-typed and Endb types are not a free-for-all. Instead, Endb internally adopts types from Apache Arrow , which it uses as a storage medium. When considering alternatives, there are no direct contenders. Cypher, Datalog, MongoDB query documents, and other schemaless query languages work well for one database implementation but lack both mindshare and standards. PartiQL, SQL++, and other NewSQL languages that depart from SQL suffer precisely because they are almost SQL. One can fantasize about designing a query language from scratch but it's very easy to get wrong and takes decades to build mindshare. SQL has been through this decades-long gauntlet. Just as PL/SQL and T-SQL differ, so will Endb SQL from other dialects. However, colloquial SQL is comparable to colloquial Hindi — at higher levels, it bifurcates into Urdu and Sanskrit but speakers of both lineages understand one another. Endb SQL will be familiar to users of other SQL dialects. With its long, rich history SQL not only has the necessary theoretical underpinnings but the battle scars of technology that lasts. It sits alongside POSIX, TCP/IP, LISP, C, and the QWERTY keyboard layout. It will see its centenary.","breadcrumbs":"Appendix » Why? » Why SQL?","id":"327","title":"Why SQL?"},"328":{"body":"Even if we ignore Copeland's dream of mass storage from 1980, it is easy to see why destroying data is harmful. To destroy data is to destroy facts — to lie about the truth of what happened. Few modern systems permit the total destruction of data for this obvious reason. Some choose to create audit tables: users_audits, sales_audits, and so on. Some choose to log anything and everything. \"It's on disk somewhere.\" It's not uncommon for companies to extract metrics from logs to create invoices and reports, turning a log file into a bespoke immutable database. Industries which take their data very seriously (banking, healthcare) already store immutable records. They just do so in a mutable database. Append-only tables are not new, but they're an order of magnitude easier to work with — for both users and operators — if the database is append-only from the ground up. These same industries will resist the destruction of data unless absolutely necessary, but they will bend to necessity. Erasure is concomitant with immutability — we cannot have one without the other. The existing designs of databases create serious problems for privacy. DELETE, when overloaded to mean both \"save disk space\" and \"explicitly remove this data\", becomes opaque. It does not leave any queryable record of the deletion. Removing data should keep tombstones so it's at least known that some data was removed.","breadcrumbs":"Appendix » Why? » Why Full History?","id":"328","title":"Why Full History?"},"329":{"body":"Keeping your data's entire history is the write-side of the equation. If you didn't care about getting this data back, you could just dump it into an unintelligible pile. But you not only want your data back, you want to query it in the easiest way possible. One very sensible way to see and query immutable data is along a timeline. Endb makes no assumptions about your desire to participate in this timeline. By default, everything is visible as-of-now but querying the past should feel effortless. -- without time travel:\nSELECT * FROM products;\n-- time travel to 2020:\nSELECT * FROM products FOR SYSTEM_TIME AS OF 2020-08-25T00:00:00;","breadcrumbs":"Appendix » Why? » Why a timeline?","id":"329","title":"Why a timeline?"},"33":{"body":"The WITH keyword can create Common Table Expressions (CTEs) for DML, just as it can for queries . WITH top_margin_products AS (SELECT product_no, name FROM products WHERE (price - cost) > 5.00)\nINSERT INTO banner_products SELECT product_no, name FROM top_margin_products;","breadcrumbs":"SQL Reference » Data Manipulation » WITH (Common Table Expressions)","id":"33","title":"WITH (Common Table Expressions)"},"330":{"body":"Separating storage from compute is an implementation detail. AWS customers don't choose Amazon Aurora because they're craving this separation. Decoupling storage from compute makes scale (both up and down) trivial. It also introduces the possibility of \"reducing network traffic, ... fast crash recovery, failovers to replicas without loss of data, and fault-tolerant, self-healing storage.\" This decoupling is concomitant with Light and Adaptive Indexing . It is undesirable to manually construct expensive indexes for unknown future schemas over (effectively) infinite data. Instead, we should let machine learning handle this job.","breadcrumbs":"Appendix » Why? » Why Separation of Storage and Compute?","id":"330","title":"Why Separation of Storage and Compute?"},"331":{"body":"It can be argued that \"why documents?\" is really multiple questions: why schemaless? why nested data? why dynamic SQL? First, the challenges. It is extremely difficult to force global schema onto every row in a table in an immutable world. Even if there were a simple mechanism in SQL to alter table schema only for certain durations (there isn't), the database user would still be burdened with querying based on a particular schema at a particular time in the history of the table. This complexity is compounded by the fact that static schemas have less and less meaning in a temporal world. Endb introduces SQL:2011 time-travel and period predicates . The difficulty, mentioned earlier, that other databases encounter when introducing SQL:2011 is twofold: dealing with \"time\" in a world where history can be violently rewritten and managing an unbending schema across time. Nested data is equally unnatural in incumbent databases. SQL:99, SQL:2016, SQL:2023 all offer some way of shoehorning nested data into flat tables. DynamoDB, Couchbase, and MongoDB are the most common document databases but they don't speak SQL. [2] Not only will no one ever decompose relational data into 6NF, it is unlikely we'll ever see a return to the classic BCNF of business entity-relationship diagrams. Nested data is here to stay. Foreign, embedded JSON (or XML) is little more than a band-aid. Nested data should be native to SQL queries. Second, the joys. Schema-per-row can be incredibly liberating. Not only does this feel more natural, it embraces the messy truth of the real world. Schema-on-write can be added later, when the business is ready to lock down what it knows about a domain. But many use cases demand flexible schemas. What if this week's project requires downloading huge amounts of semi-structured JSON pricing data from the APIs of competing online stores to compare them? Endb can handle this case out of the box. Most databases would require a great deal of manipulation first. Dynamic SQL is required to support schemaless, nested data — but it also brings its own joys. When dynamic SQL rests on top of a flexible data model which can ingest any data, it is capable of exploring nested data and easily constructing arbitrary joins users could normally only construct in a graph database.","breadcrumbs":"Appendix » Why? » Why documents?","id":"331","title":"Why documents?"},"332":{"body":"It is often the job of analytics databases to record and query all the data of a business, denormalized for speed. There will always be analytical jobs which require data to be transformed. But many businesses already allow data scientists, analysts, and even CEOs read-only access to an OLTP replica. HTAP is right on the horizon . Endb hopes to participate in that evolution by making all business data accessible to easy-to-produce, cheap, ephemeral read replicas.","breadcrumbs":"Appendix » Why? » Why \"One Database\"?","id":"332","title":"Why \"One Database\"?"},"333":{"body":"We cannot reconcile building and selling a product we would never buy ourselves.","breadcrumbs":"Appendix » Why? » Why Commercial Open Source?","id":"333","title":"Why Commercial Open Source?"},"334":{"body":"All of the pillars outlined above have their own strike-when-the-iron-is-hot moment. The SQLite we know today began to materialize in 2001. Amazon S3 was launched in 2006. MongoDB was first released in 2007. Immutable data and functional programming reached the mainstream in the 2010s. Datomic (arguably the first immutable OLTP database) was release in 2012. Amazon Aurora was released in 2015 and Google's AlloyDB in 2022. Apache Arrow saw its first release in 2016. Over the past decade, many financial firms built their own in-house temporal databases. SQL:2011, SQL:2016, and SQL:2023 were ratified in their respective eponymous years. HTAP hasn't quite happened yet. AI-driven indexes haven't quite happened yet. The moment for something like Endatabas is now... but it is a very long moment. Endatabas cannot be built in a Postgres-compatible fashion. Technically, it would be prohibitively expensive to build Endatabas from existing components. It's time for something new. The complete SQL specification is very difficult to implement in full, though Mimer likely comes closest to this goal . There is XQuery, of course. But most businesses today do not build their nested data storage on XQuery.","breadcrumbs":"Appendix » Why? » Why Now?","id":"334","title":"Why Now?"},"335":{"body":"","breadcrumbs":"Appendix » Architecture » Architecture","id":"335","title":"Architecture"},"336":{"body":"All records in Endatabas are immutable. Historical data is not lost when an UPDATE or DELETE statement is executed. You can think of endb as one giant log of transactions with fast queries made possible by adaptive indexing .","breadcrumbs":"Appendix » Architecture » Immutable","id":"336","title":"Immutable"},"337":{"body":"The only time data in Endatabas is truly deleted is with the ERASE statement. This is used for user safety and compliance with laws like GDPR.","breadcrumbs":"Appendix » Architecture » Erasure","id":"337","title":"Erasure"},"338":{"body":"Both the heart and \"UI\" of Endatabas is a dynamic SQL engine which natively understands strongly-typed, semi-structured rows (documents). Here is an example to illustrate what that means: INSERT INTO stores {brand: \"Alonzo's Analog Synthesizers\", addresses: [{city: \"New Jersey\", country: \"United States\", opened: 1929-09-01}, {city: \"Göttingen\", country: \"Germany\", opened: 1928-09-01}]}; -- recursive query of ISO dates from the nested document:\nSELECT addresses..opened FROM stores; Endb SQL bases its core SQL dialect on SQLite. It also draws inspiration from SQL:99, SQL:2011, SQL:2016, and SQL:2023. Read more in our bibliography .","breadcrumbs":"Appendix » Architecture » Dynamic SQL","id":"338","title":"Dynamic SQL"},"339":{"body":"Endatabas stores and processes data as columns. Endb's columnar storage is built on Apache Arrow . Endb SQL allows users to retrieve data as documents. The ultimate goal is for Endatabas to serve many (hybrid) purposes: day-to-day transactions and analytical jobs.","breadcrumbs":"Appendix » Architecture » Columnar: Hybrid Transactional Analytic Processing (HTAP)","id":"339","title":"Columnar: Hybrid Transactional Analytic Processing (HTAP)"},"34":{"body":"Parameters to DML are documented under the HTTP API .","breadcrumbs":"SQL Reference » Data Manipulation » Parameters","id":"34","title":"Parameters"},"340":{"body":"Queries are compiled to Common Lisp and use hash joins. Join ordering is done heuristically, by base table size. Correlated queries are memoized by building indexes in-memory during query execution.","breadcrumbs":"Appendix » Architecture » Query Execution","id":"340","title":"Query Execution"},"341":{"body":"More detailed information about the future of Endb can be found in the roadmap .","breadcrumbs":"Appendix » Architecture » Future","id":"341","title":"Future"},"342":{"body":"If you're not sure what this is, think Amazon Aurora, Google AlloyDB, and Neon. Compute nodes are the classic database (Postgres, MongoDB, etc.) — in an immutable world, these are just caches. Storage is elastic object or blob storage (S3, Azure Blobs, etc.). Endatabas is built to live in the clouds, alongside infinite disk. Although the groundwork for separating storage from compute exists in Endb today, elastic storage backends are not yet implemented.","breadcrumbs":"Appendix » Architecture » Cloud: Separation of Storage from Compute","id":"342","title":"Cloud: Separation of Storage from Compute"},"343":{"body":"For more information on light and adaptive indexing, you can watch Håkan's talk from 2022: \"Light and Adaptive Indexing for Immutable Databases\" Endb does not yet support adaptive indexing.","breadcrumbs":"Appendix » Architecture » Adaptive Indexing","id":"343","title":"Adaptive Indexing"},"344":{"body":"You can read our high-level roadmap on GitHub .","breadcrumbs":"Appendix » Roadmap » Roadmap","id":"344","title":"Roadmap"},"345":{"body":"All Endatabas code is Copyright Håkan Råberg and Steven Deobald and licensed GNU Affero General Public License v3.0 , unless otherwise specified. To contribute to Endatabas, please refer to CONTRIBUTING .","breadcrumbs":"Appendix » License » License","id":"345","title":"License"},"35":{"body":"Transactions in Endb are implicit. Run multiple DML statements in a single transaction by providing multiple statements (delimited by semicolons) to a single POST to the HTTP API .","breadcrumbs":"SQL Reference » Data Manipulation » Transactions","id":"35","title":"Transactions"},"36":{"body":"Endb SQL strives to empower the query author. Basic SQL queries should be familiar. Advanced SQL queries should be simple.","breadcrumbs":"SQL Reference » Queries » Queries","id":"36","title":"Queries"},"37":{"body":"The most common hand-written SQL query tends to be the easiest: SELECT * FROM products; Without a WHERE clause (discussed below) the entire table is returned. Because Endb is schemaless, * has a special meaning. Each document (row) in Endb carries with it its own schema. As a result, * refers to the widest possible set of columns, across all the rows returned. In many SQL dialects, columns are strictly ordered. Because Endb columns cannot have a strict order, * returns them in alphabetical order. You can select the widest set of columns for a specific table with <table>.*: SELECT p.* FROM products p JOIN coupons c ON p.price = c.price;","breadcrumbs":"SQL Reference » Queries » SELECT *","id":"37","title":"SELECT *"},"38":{"body":"In programmatic environments, it is almost always preferable to query for specific columns by name: SELECT product_no, price FROM products; Select a list of columns by delimiting them with commas. SELECT product_no, v, price, name FROM products; Select a column with spaces by delimiting it with backticks or square braces: SELECT products['product no'] FROM products;\nSELECT `product no` FROM products; NOTE: Whether or not your Endb client respects column ordering is dependent on the content type it uses in Accept Headers. It is worth reading over the Accept Header documentation, in this regard. Limit query results to distinct rows or expand to all rows with DISTINCT and ALL. SELECT DISTINCT name FROM products;\nSELECT ALL product_no FROM products p JOIN sales s ON p.name = s.name;","breadcrumbs":"SQL Reference » Queries » SELECT","id":"38","title":"SELECT"},"39":{"body":"","breadcrumbs":"SQL Reference » Queries » FROM","id":"39","title":"FROM"},"4":{"body":"","breadcrumbs":"Tutorial » Quickstart » Quickstart","id":"4","title":"Quickstart"},"40":{"body":"For convenience, tables can be given aliases immediately following their name in the FROM clause. SELECT p.name FROM products p; The AS operator can also (optionally) be used to provide an alias for a table. SELECT p.name FROM products AS p; More usefully, it can give a temporary table name to an expression. The temporary table name can either have anonymous columns or named columns. (The VALUES keyword is explained in the following VALUES Lists section.) SELECT p.column1 FROM (VALUES ('Paprika', 4.77)) AS p;\nSELECT p.price FROM (VALUES ('Paprika', 4.77)) AS p(name, price);","breadcrumbs":"SQL Reference » Queries » Alias Tables","id":"40","title":"Alias Tables"},"41":{"body":"The AS keyword is also used to alias columns. This is useful when column names conflict in a join. (Joins are explained below.) If the same column is specified more than once, the last reference to that column name is the one which will be returned: SELECT c.price, p.price FROM products p JOIN coupons c ON p.name = c.name; If both columns are required, AS can be used to rename one or both of the columns: SELECT p.price AS regular_price, c.price FROM products p JOIN coupons c ON p.name = c.name;","breadcrumbs":"SQL Reference » Queries » Alias Columns","id":"41","title":"Alias Columns"},"42":{"body":"Because Endb is schemaless, documents (rows) can be joined on any fields (columns) which have equivalent values. Joins are written in the form <table1> JOIN <table2> ON <table1>.<column1> <operator> <table2>.<column2>. Join operators are generally comparisons or booleans . INSERT INTO coupons {name: 'Salt', price: 3.0};\nSELECT * FROM products p JOIN coupons c ON p.name = c.name; LEFT JOIN, LEFT OUTER JOIN, INNER JOIN, and CROSS JOIN are all supported. NOTE: Endb does not restrict name clashes in unqualified column selection or SELECT *. If two tables share the same column name, the results from the column of the second table in the join will be visible in the returned result, but not the results of the first.","breadcrumbs":"SQL Reference » Queries » JOIN","id":"42","title":"JOIN"},"43":{"body":"When the columns to join share the same name between two tables, USING is a shorthand that permits joining on the equality of those two columns. A USING query also supports unambiguous use of the unqualified column name in the SELECT clause. SELECT project_name, users.name, projects.budget FROM users JOIN projects USING (project_name);","breadcrumbs":"SQL Reference » Queries » USING","id":"43","title":"USING"},"44":{"body":"Rather than returning the entire table, documents (rows) can be filtered with a WHERE clause. SELECT * FROM products WHERE price > 4;","breadcrumbs":"SQL Reference » Queries » WHERE (Filtering)","id":"44","title":"WHERE (Filtering)"},"45":{"body":"More advanced filters are documented in Operators and Functions .","breadcrumbs":"SQL Reference » Queries » Advanced Filtering","id":"45","title":"Advanced Filtering"},"46":{"body":"Results from queries can be ordered with standard SQL ORDER BY. SELECT * FROM products ORDER BY price; By default, ordering is ascending. For descending order, suffix the ORDER BY clause with DESC: SELECT * FROM products ORDER BY price DESC; To force ascending order, use ASC: SELECT * FROM products ORDER BY price ASC; It is also possible to order by an expression: SELECT * FROM products ORDER BY LENGTH(name);\nSELECT * FROM products ORDER BY -price; In the example above, LENGTH is an example of a function. A complete list of functions can be found in the Functions documentation.","breadcrumbs":"SQL Reference » Queries » ORDER BY (Sorting Results)","id":"46","title":"ORDER BY (Sorting Results)"},"47":{"body":"GROUP BY accepts a list of columns and creates aggregated rows based on each of those columns, in order. Each aggregate is returned as a single row. Each column returned must either be a column specified in the GROUP BY clause or a column created with an aggregate function , such as SUM. SELECT name, price FROM products GROUP BY name, price;\nSELECT name, SUM(price) FROM products GROUP BY name;","breadcrumbs":"SQL Reference » Queries » GROUP BY","id":"47","title":"GROUP BY"},"48":{"body":"HAVING adds a search condition to an aggregate query. SELECT name, SUM(price) FROM products GROUP BY name HAVING LENGTH(name) > 4; It is most often used with GROUP BY (seen above), but it is also legal with other aggregates: SELECT SUM(products.price) FROM products HAVING SUM(products.price) = 13;","breadcrumbs":"SQL Reference » Queries » HAVING","id":"48","title":"HAVING"},"49":{"body":"LIMIT specifies the maximum number of rows to be returned by the query. SELECT * FROM products LIMIT 2; It always makes sense to control the order of returned rows so LIMIT always returns the same rows for the same query -- unless you don't care which rows are returned. SELECT * FROM products ORDER BY price ASC LIMIT 2; OFFSET allows queries to skip rows before returning a limited set. SELECT * FROM products ORDER BY price ASC LIMIT 2 OFFSET 2;","breadcrumbs":"SQL Reference » Queries » LIMIT","id":"49","title":"LIMIT"},"5":{"body":"mkdir -p endb_data\ndocker pull endatabas/endb\ndocker run --rm -p 3803:3803 -v endb_data:/app/endb_data docker.io/endatabas/endb See Installation for more ways to install and build endb. See Try It! for methods of connecting to Endb and running queries.","breadcrumbs":"Tutorial » Quickstart » Install Endb","id":"5","title":"Install Endb"},"50":{"body":"The VALUES keyword is used to create a static table of documents (rows). Each row is denoted by a pair of parentheses. All rows must have Union Compatibility which, for Endb, means they have the same number of columns. VALUES (1, 'Salt'), (2, 'Pepper'), (3, 'Vinegar'); Endb assigns anonymous columns the names column1, column2, etc. Columns can instead be given names with a table alias : SELECT * FROM (VALUES (1, 'Salt'), (2, 'Pepper'), (3, 'Vinegar')) AS t (product_no, name);","breadcrumbs":"SQL Reference » Queries » VALUES Lists","id":"50","title":"VALUES Lists"},"51":{"body":"The OBJECTS keyword is used to create a static table comprised of object literals, each representing a document (row). Each row is directly denoted by an object literal. OBJECTS lists do not require Union Compatibility , so jagged lists are permitted. OBJECTS {product_no: 1, name: 'Salt'}, {product_no: 2, name: 'Pepper', price: 3.99};\nSELECT * FROM (OBJECTS {product_no: 1, name: 'Salt'}, {product_no: 2, name: 'Pepper'}) as t;","breadcrumbs":"SQL Reference » Queries » OBJECTS Lists","id":"51","title":"OBJECTS Lists"},"52":{"body":"The set operations union, intersection, and difference are available to the results of two queries.","breadcrumbs":"SQL Reference » Queries » Set Operations: UNION, INTERSECT, EXCEPT","id":"52","title":"Set Operations: UNION, INTERSECT, EXCEPT"},"53":{"body":"Append the results of one query to another. Duplicate rows are removed. SELECT * FROM products UNION SELECT * FROM new_products; To keep duplicate rows, use UNION ALL: SELECT * FROM products UNION ALL SELECT * FROM new_products;","breadcrumbs":"SQL Reference » Queries » UNION","id":"53","title":"UNION"},"54":{"body":"The intersection of two queries returns results which are found in both. SELECT * FROM products INTERSECT SELECT * FROM new_products;","breadcrumbs":"SQL Reference » Queries » INTERSECT","id":"54","title":"INTERSECT"},"55":{"body":"The difference of two queries returns only results from the first query which are not found in the second. Another way of thinking about this is that results of the second query are removed from the first. SELECT * FROM products EXCEPT SELECT * FROM ignored_products;","breadcrumbs":"SQL Reference » Queries » EXCEPT","id":"55","title":"EXCEPT"},"56":{"body":"\"Union Compatibility\" refers to the ability of two queries to be used in a union, intersection, or difference. Because Endb is dynamically-typed, the only constraint on union compatibility is the number of columns returned. In general, it only makes sense to use set operations on two queries which return either: (1) explicit columns, so order and naming are respected or (2) columns with the same names, so they are guaranteed to return in order, in the case of * queries. When applying set operations to * queries, keep in mind that the widest column set (across the entire history of the table) will be returned. If the queries return a different number of columns, set operations will result in an error: -> SELECT * FROM products UNION SELECT * FROM new_products;\n400 Bad Request\nNumber of UNION left columns: 3 does not match right columns: 2","breadcrumbs":"SQL Reference » Queries » Union-Compatibility","id":"56","title":"Union-Compatibility"},"57":{"body":"The WITH keyword is used to create Common Table Expressions , or CTEs. CTEs act like temporary tables or views within the context of a query or DML statement . CTEs are used in place of a sub-select to simplify the appearance of a query. WITH clauses take the form WITH <cte-name> AS (<cte-select>). WITH top_margin_products AS (SELECT product_no FROM products WHERE (price - cost) > 5.00)\nSELECT name FROM products\nWHERE product_no IN (SELECT product_no FROM top_margin_products);","breadcrumbs":"SQL Reference » Queries » WITH (Common Table Expressions)","id":"57","title":"WITH (Common Table Expressions)"},"58":{"body":"The RECURSIVE keyword can be added to WITH to create recursive CTEs which can refer to themselves. Recursive CTEs will always have the form <initial-select> UNION <recursive-select> or <initial-select> UNION ALL <recursive-select>. Here is a naive example, demonstrating the recursive construction of a Fibonacci Sequence: WITH RECURSIVE fib(previous, current) AS ( VALUES (0, 1) UNION ALL SELECT fib.current, fib.previous + fib.current FROM fib WHERE fib.previous + fib.current < 5000\n)\nSELECT * FROM fib; The most beneficial uses for WITH RECURSIVE are walking hierarchical and graph-shaped data sets -- capabilities ordinary SQL lacks. However, Endb recursive queries are also capable of solving Sudoku puzzles and constructing fractals, as seen in the test suite . (Credit goes to SQLite's delightful Outlandish Recursive Query Examples .)","breadcrumbs":"SQL Reference » Queries » WITH RECURSIVE","id":"58","title":"WITH RECURSIVE"},"59":{"body":"Lateral queries permit access to named values from the FROM clause in the SELECT clause. The LATERAL keyword is optional in Endb as all queries are lateral queries by default. SELECT halved FROM products, LATERAL (SELECT price / 2.0 AS halved) h;\nSELECT halved FROM products, (SELECT price / 2.0 AS halved) h;","breadcrumbs":"SQL Reference » Queries » LATERAL","id":"59","title":"LATERAL"},"6":{"body":"If you do not want to install a full Endb instance, you can try the Live Demo instead. The Wasm Console runs Endb directly in your web browser, so you can ignore the steps in Try It! and jump straight to Endb SQL Basics . NOTE: The Wasm Console is not a full Endb instance. It does not provide APIs and has other performance and infrastructure limitations.","breadcrumbs":"Tutorial » Quickstart » Try Online","id":"6","title":"Try Online"},"60":{"body":"Repeatable reads are achieved in Endb by creating savepoints , which queries can return to later. When returning to a savepoint in the future, queries will return results according to the state of the database when the savepoint was captured. By default, savepoints have a 60-second lifespan, after which they expire. Use of a savepoint during its lifespan will renew its lease, allowing it to be used for another 60 seconds. Savepoints can be forcibly expired with RELEASE. Attempting to use a savepoint that has been expired or released will return No active savepoint: <savepoint>. NOTE: Repeatable reads are only available to the HTTP API .","breadcrumbs":"SQL Reference » Queries » Repeatable Reads: SAVEPOINT, ROLLBACK, RELEASE","id":"60","title":"Repeatable Reads: SAVEPOINT, ROLLBACK, RELEASE"},"61":{"body":"Other SQL dialects have more transaction-specific semantics for SAVEPOINT, ROLLBACK, and RELEASE. Because this difference in behaviour may be confusing to users familiar with other databases, we provide the example below. The result of the final query returns the first two dungeons, which were inserted prior to the savepoint, but not \"Tower of Hera\". INSERT INTO dungeons {name: 'Eastern Palace'};\nINSERT INTO dungeons {name: 'Desert Palace'};\nSAVEPOINT desert_palace;\nINSERT INTO dungeons {name: 'Tower of Hera'};\nROLLBACK TO desert_palace; SELECT * FROM dungeons; NOTE: The ROLLBACK and SELECT above must be executed together, in the same stateless \"transaction\". (Normally this will mean executing both statements in a single HTTP request.)","breadcrumbs":"SQL Reference » Queries » Minimal Example","id":"61","title":"Minimal Example"},"62":{"body":"The SAVEPOINT operator captures a new savepoint at the time it executes. Savepoints can be named or anonymous. Anonymous savepoints are named with a UUID. The name of the savepoint is returned as an attribute named result. SAVEPOINT desert_palace;\n-- [{'result': 'desert_palace'}]\nSAVEPOINT;\n-- [{'result': '0b12de43-1c92-4d92-ab7c-51c5a5129074'}]","breadcrumbs":"SQL Reference » Queries » SAVEPOINT","id":"62","title":"SAVEPOINT"},"63":{"body":"Inside the scope of a stateless \"transaction\" (normally a single HTTP request), ROLLBACK is used to return to a savepoint. ROLLBACK TO <savepoint> returns to a named savepoint (by name) or an anonymous savepoint (by string UUID). Queries executed inside such a transaction return results according to the state of the database when the savepoint was created. The use of ROLLBACK renews the lease of the associated savepoint. ROLLBACK TO desert_palace; SELECT * FROM dungeons;\nROLLBACK TO 'eab07765-de6f-4f74-8052-838dd29ee8e7'; SELECT * FROM dungeons;","breadcrumbs":"SQL Reference » Queries » ROLLBACK","id":"63","title":"ROLLBACK"},"64":{"body":"The RELEASE keyword expires a savepoint so it can no longer be used. Anonymous savepoints can be released by string UUID. RELEASE desert_palace;\nRELEASE 'f7c314dd-47b9-4c85-9502-b8e35c82b935';","breadcrumbs":"SQL Reference » Queries » RELEASE","id":"64","title":"RELEASE"},"65":{"body":"Standard SQL keywords are used to begin, commit, and rollback explicit transactions. NOTE: Explicit transactions are only available to the WebSocket API .","breadcrumbs":"SQL Reference » Queries » Transactions","id":"65","title":"Transactions"},"66":{"body":"This minimal example assumes a connection via the WebSocket API. BEGIN;\nINSERT INTO dungeons {name: 'Dark Palace'};\nINSERT INTO dungeons {name: 'Swamp Palace'};\nINSERT INTO dungeons {name: 'Skull Woods'};\nROLLBACK;\nSELECT * FROM dungeons;","breadcrumbs":"SQL Reference » Queries » Minimal Example","id":"66","title":"Minimal Example"},"67":{"body":"The BEGIN keyword starts a new transaction. BEGIN TRANSACTION;","breadcrumbs":"SQL Reference » Queries » BEGIN [TRANSACTION]","id":"67","title":"BEGIN [TRANSACTION]"},"68":{"body":"The COMMIT keyword commits the open transaction to disk. END is a synonym for COMMIT. COMMIT TRANSACTION;","breadcrumbs":"SQL Reference » Queries » COMMIT [TRANSACTION]","id":"68","title":"COMMIT [TRANSACTION]"},"69":{"body":"The ROLLBACK keyword throws away any uncommitted changes since the transaction began. ROLLBACK TRANSACTION; NOTE: The ROLLBACK keyword should not be confused with the ROLLBACK keyword for savepoints . Both can be called without mentioning a savepoint or transaction, but their behaviour differs based on whether the client is in an explicit transaction or not.","breadcrumbs":"SQL Reference » Queries » ROLLBACK [TRANSACTION]","id":"69","title":"ROLLBACK [TRANSACTION]"},"7":{"body":"You can send SQL statements to endb over HTTP or WebSockets. Any HTTP or WebSocket client will do, and Endb ships with a console and client libraries.","breadcrumbs":"Tutorial » Try It! » Try It!","id":"7","title":"Try It!"},"70":{"body":"","breadcrumbs":"SQL Reference » SQL Data Types » SQL Data Types","id":"70","title":"SQL Data Types"},"71":{"body":"Null serves a variety of purposes in Endb. Explicit: You can provide an explicit NULL value \"Unknown\": As with any SQL, you will receive a null when 3-Valued Logic cannot determine if a statement is true or false \"Missing\": Jagged rows will return NULL for columns projected for a document which does not contain them","breadcrumbs":"SQL Reference » SQL Data Types » NULL","id":"71","title":"NULL"},"72":{"body":"Endb accepts unbounded, variable-length strings with either single or double quotes. CHAR and VARCHAR are synonyms for TEXT. INSERT INTO users (name, title) VALUES ('River', \"Prodigy\"); When casting using the CHAR synonym, an optional integer argument indicates the desired length of the resulting string, padded with spaces: SELECT CAST(123 AS CHAR(10));\n-- [{'column1': '123 '}]","breadcrumbs":"SQL Reference » SQL Data Types » TEXT (CHAR, VARCHAR)","id":"72","title":"TEXT (CHAR, VARCHAR)"},"73":{"body":"Boolean values can be TRUE, FALSE, or NULL.","breadcrumbs":"SQL Reference » SQL Data Types » BOOLEAN","id":"73","title":"BOOLEAN"},"74":{"body":"64-bit integer capable of auto-promotion to 128-bit integer.","breadcrumbs":"SQL Reference » SQL Data Types » INTEGER (BIGINT)","id":"74","title":"INTEGER (BIGINT)"},"75":{"body":"A 64-bit IEEE 754 floating point number, or double.","breadcrumbs":"SQL Reference » SQL Data Types » REAL (DOUBLE)","id":"75","title":"REAL (DOUBLE)"},"76":{"body":"Timestamps can be represented as either SQL timestamps, according to the SQL Specification, or ISO timestamps. The following are legal timestamp literals: 2007-01-01T00:00:00 2007-01-01T00:00:00.123Z 2007-01-01T00:00:00.000000Z TIMESTAMP '2007-01-01 00:00:00' TIMESTAMP '2007-01-01 00:00:00.000000Z'","breadcrumbs":"SQL Reference » SQL Data Types » TIMESTAMP","id":"76","title":"TIMESTAMP"},"77":{"body":"Dates can be represented as either SQL dates, according to the SQL Specification, or ISO dates. The following are legal date literals: 2007-01-01 DATE '2007-01-01'","breadcrumbs":"SQL Reference » SQL Data Types » DATE","id":"77","title":"DATE"},"78":{"body":"Times can be represented as either SQL times, according to the SQL Specification, or ISO times. The following are legal time literals: 23:59:12 23:59:12.12345 TIME '23:59:12' TIME '23:59:12.12345'","breadcrumbs":"SQL Reference » SQL Data Types » TIME","id":"78","title":"TIME"},"79":{"body":"A Period is a window of time between two date/time types. Periods are used with Period Predicates . {start: 2001-01-01, end: 2001-04-01} [2001-04-01T00:00:00Z, 2001-05-01] It is also possible to create a Period with the PERIOD constructor function.","breadcrumbs":"SQL Reference » SQL Data Types » PERIOD","id":"79","title":"PERIOD"},"8":{"body":"Our first couple examples will use curl , which you probably already have installed, to send queries directly to the API. curl -d \"INSERT INTO users (name) VALUES ('Tianyu')\" -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql\ncurl -d \"SELECT * FROM users\" -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql You don't need to use the API diretly if there is a client library available for your language of choice, but it is helpful to know that the underlying API is human-readable and based on open standards. Read more in the full HTTP API docs .","breadcrumbs":"Tutorial » Try It! » curl","id":"8","title":"curl"},"80":{"body":"An interval (or duration ) is created whenever two times are subtracted. SELECT 2001-01-02 - 2001-01-01; Interval literals can be constructed with ISO 8601 syntax : PT12H30M5S P1Y2M10DT2H30M This is equivalent to the same ISO 8601 syntax provided as a string to the DURATION constructor: DURATION('PT12H30M5S') DURATION('P1Y2M10DT2H30M') Interval literals can also be constructed with the classic SQL intervals DSL: INTERVAL '1-2' YEAR TO MONTH INTERVAL '0 12:34:56.789' DAY TO SECOND","breadcrumbs":"SQL Reference » SQL Data Types » INTERVAL (DURATION)","id":"80","title":"INTERVAL (DURATION)"},"81":{"body":"Binary Large Objects can be encoded as hexidecimal literals or cast from strings. x'DEADBEEF' CAST(\"hello\" AS BLOB)","breadcrumbs":"SQL Reference » SQL Data Types » BLOB (VARBINARY)","id":"81","title":"BLOB (VARBINARY)"},"82":{"body":"Endb SQL uses zero-based arrays. Arrays can be created with array literals similar to JSON. [\"one\", \"two\", \"three\"] Alternatively, arrays can also be created using a literal syntax similar to that in the SQL Specification or a constructor function. ARRAY [\"one\", \"two\", \"three\"] ARRAY(\"one\", \"two\", \"three\") Array literals can contain the spread operator SELECT [1, 2, ...[3, 4], 5];\n-- [{'column1': [1, 2, 3, 4, 5]}] Array equality is tested lexicographically .","breadcrumbs":"SQL Reference » SQL Data Types » ARRAY","id":"82","title":"ARRAY"},"83":{"body":"Objects (which can also be thought of as documents, or rows) can be created with object literals enclosed in curly braces, similar to JSON. Keys in object literals can be quoted or unquoted. {name: \"Hanna\", birthday: 1982-12-31} {'name': \"Hanna\", 'birthday': 1982-12-31} Alternatively, objects can be created using either an OBJECT constructor keyword, similar to that in the SQL Specification. OBJECT(name: 'Hanna', birthday: 1982-12-31) Object literals can contain spreads , computed fields , shorthands , and row literals . SELECT { a: 1, ...[2, 3] };\n-- [{'column1': {'0': 2, '1': 3, 'a': 1}}]\nSELECT { foo: 2, ['foo' || 2]: 5 };\n-- [{'column1': {'foo': 2, 'foo2': 5}}]\nSELECT {p.name, c.discounted} FROM products p JOIN coupons c ON p.name = c.name;\n-- [{'column1': {'discounted': 2.99, 'name': 'Salt'}}]\nSELECT {product: {p.*}, discounted: c.discounted} FROM products p JOIN coupons c ON p.name = c.name;\n-- [{'column1': {'discounted': 2.99, 'product': {'name': 'Salt', 'price': 5.99}}}] Object equality is tested by comparing each key-value pair as an array.","breadcrumbs":"SQL Reference » SQL Data Types » OBJECT","id":"83","title":"OBJECT"},"84":{"body":"","breadcrumbs":"SQL Reference » SQL Data Types » Dynamic Literals","id":"84","title":"Dynamic Literals"},"85":{"body":"It is possible return an entire document (row) as a single literal value. The syntax is akin to Postgres ROW literals . Unlike table.*, which pads non-existent columns with NULL, a row literal returns exactly the schema specified for each individual row. { table.* } Example usage: SELECT { products.* } FROM products; As a shorthand, a table's name may be used in the SELECT clause to return entire rows as documents: -> SELECT users FROM users;\n-- [{'users': {'email': 'patrick@oracle.com', 'name': 'Patrick'}},\n-- {'users': {'email': 'preethi@shopify.ca', 'name': 'Preethi'}}] NOTE: When a table contains a column of the same name, the column takes precedence and a single column is returned, as usual: -> SELECT status FROM status;\n-- [{'status': 'error'}, {'status': 'ok'}]","breadcrumbs":"SQL Reference » SQL Data Types » Row Literals","id":"85","title":"Row Literals"},"86":{"body":"The Spread Operator (..., sometimes known as \"splat\") can be used to directly flatten/unnest one collection (an array, object, or row literal) into another. Strings are treated as character collections. SELECT [1, 2, ...[3, 4], 5];\n-- [{'column1': [1, 2, 3, 4, 5]}] SELECT [1, 2, ...\"foo\", 5];\n-- [{'column1': [1, 2, 'f', 'o', 'o', 5]}] If an array is spread into an object, its ordinals will be used as properties: SELECT { a: 1, ...{b: 2} };\n-- [{'column1': {'a': 1, 'b': 2}}] SELECT { a: 1, ...[2, 3] };\n-- [{'column1': {'0': 2, '1': 3, 'a': 1}}]","breadcrumbs":"SQL Reference » SQL Data Types » Spread","id":"86","title":"Spread"},"87":{"body":"In the key/property position, square brackets are used to construct computed fields in object literals . Computed fields are implicitly cast to string. SELECT { foo: 2, [2 + 2]: 5 };\n-- [{'column1': {'4': 5, 'foo': 2}}]\nSELECT { foo: 2, ['foo' || 2]: 5 };\n-- [{'column1': {'foo': 2, 'foo2': 5}}]","breadcrumbs":"SQL Reference » SQL Data Types » Computed Fields","id":"87","title":"Computed Fields"},"88":{"body":"Column names can be referred to in place of key-value pairs in object literals . SELECT {p.name, c.discounted} FROM products p JOIN coupons c ON p.name = c.name;\n-- [{'column1': {'discounted': 2.99, 'name': 'Salt'}}]","breadcrumbs":"SQL Reference » SQL Data Types » Shorthands","id":"88","title":"Shorthands"},"89":{"body":"Endb date/time data types currently only support times encoded as UTC.","breadcrumbs":"SQL Reference » SQL Data Types » Note on timezones","id":"89","title":"Note on timezones"},"9":{"body":"Endb provides a small console for writing Endb SQL directly: pip install endb_console\nendb_console # connects to localhost by default Assuming you inserted a user with curl above, you can query that table directly: -> SELECT * FROM users; Read more in the Console doc .","breadcrumbs":"Tutorial » Try It! » Console","id":"9","title":"Console"},"90":{"body":"Operations performed on scalars will attempt to widen those scalars for the purpose of the operation, if reasonable. -> select 2.0 = 2;\n[{'column1': True}] This widening includes joins on scalars, but not collections (ARRAY or OBJECT): -> INSERT INTO zig {at: 2023-12-21, val: 2}\n[{'result': 1}]\n-> INSERT INTO zag {at: 2023-12-21T00:00:00, val: 2.0}\n[{'result': 1}]\n-> SELECT * FROM zig i JOIN zag a ON i.at = a.at;\n[{'at': datetime.datetime(2023, 12, 21, 0, 0, tzinfo=datetime.timezone.utc), 'val': 2.0}]\n-> SELECT * FROM zig i JOIN zag a ON i.val = a.val;\n[{'at': datetime.datetime(2023, 12, 21, 0, 0, tzinfo=datetime.timezone.utc), 'val': 2.0}]","breadcrumbs":"SQL Reference » SQL Data Types » Note on type widening","id":"90","title":"Note on type widening"},"91":{"body":"","breadcrumbs":"SQL Reference » Operators » Operators","id":"91","title":"Operators"},"92":{"body":"Two values can be compared using standard SQL comparison operators: =, == (equals) > (greater than) < (less than) >= (greater than or equal to) <= (less than or equal to) <>, != (not equal to) SELECT * FROM products WHERE NOT name = 'Coffee';\nSELECT * FROM products WHERE name = 'Coffee' AND name <> 'Kaapi';\nSELECT * FROM products WHERE name > 'Cake' AND price >= 5.00;","breadcrumbs":"SQL Reference » Operators » Comparison","id":"92","title":"Comparison"},"93":{"body":"BETWEEN returns TRUE when a value is greater-than-or-equal-to the first limit and less-than-or-equal-to the second. It has the form BETWEEN x AND y. It can be negated with the form NOT BETWEEN x AND y. SELECT * FROM products WHERE price BETWEEN 2.00 AND 4.00;\nSELECT * FROM products WHERE price NOT BETWEEN 2.00 AND 4.00; NOTE: BETWEEN can also be used with System Time .","breadcrumbs":"SQL Reference » Operators » BETWEEN","id":"93","title":"BETWEEN"},"94":{"body":"WHERE and HAVING clauses can be modified and combined with standard SQL boolean operators.","breadcrumbs":"SQL Reference » Operators » Boolean Operators","id":"94","title":"Boolean Operators"},"95":{"body":"IS and IS NOT behave like = (==) and <> (!=) , respectively. They are usually used to augment equality checks to test for NULL, which is the third boolean value, representing \"unknown\". The literal UNKNOWN is permitted in IS / IS NOT expressions in place of NULL. When both sides of IS evaluate to NULL it returns TRUE. When only one side of IS NOT evaluates to NULL it returns TRUE, When only one side of IS evaluates to NUll it returns FALSE. When both sides of IS NOT evaluates to NULL it returns FALSE. SELECT * FROM products WHERE product_no IS NULL;\nSELECT * FROM products WHERE product_no IS UNKNOWN;\nSELECT * FROM products WHERE product_no IS NOT NULL;\nSELECT * FROM products WHERE product_no IS 386;\nSELECT * FROM products WHERE product_no IS NOT 444; NOTE: A WHERE clause of the form <column> IS NULL will not return rows for which <column> does not exist, as positive equality is only tested against extant columns. For example, the query SELECT * FROM products WHERE name IS NULL; will not return rows for which the column name does not exist. However, SELECT * FROM products WHERE name IS NOT NULL; will not return either rows where the name column has a value of NULL or the name column is missing. Thus, IS and IS NOT are not symmetrical for jagged data.","breadcrumbs":"SQL Reference » Operators » IS, IS NOT","id":"95","title":"IS, IS NOT"},"96":{"body":"IS DISTINCT FROM is a synonym for IS NOT. IS NOT DISTINCT FROM is a synonym for IS. NOTE: The IS [NOT] DISTINCT FROM form is provided for SQL specification compatibility and is not recommended, as it tends to be verbose and confusing.","breadcrumbs":"SQL Reference » Operators » IS [NOT] DISTINCT FROM","id":"96","title":"IS [NOT] DISTINCT FROM"},"97":{"body":"NOT can be prefixed to any clause to negate it: SELECT * FROM products WHERE NOT (name = 'Coffee'); AND returns true if two clauses both return true: SELECT * FROM products WHERE name = 'Coffee' AND price > 2.99; OR returns true if either of two clauses return true: SELECT * FROM products WHERE name = 'Coffee' OR name = 'Kaapi';","breadcrumbs":"SQL Reference » Operators » NOT, AND, OR","id":"97","title":"NOT, AND, OR"},"98":{"body":"Standard SQL mathemetical operators are available to any two numeric values: + (addition) - (subtraction) * (multiplication) / (division) % (modulo; integer remainder of division) << (left bit shift) >> (right bit shift) +NUMBER (unary plus) -NUMBER (unary minus) SELECT 1 + 3.555;\nSELECT 1 - 3.555;\nSELECT 2 * 3.555;\nSELECT 2 / 3.555;\nSELECT 2 % 3.555;\nSELECT 62 << 2;\nSELECT 62 >> 2;\nSELECT +128.5;\nSELECT -128.5; NOTE: Mathematical functions are documented under Functions .","breadcrumbs":"SQL Reference » Operators » Math","id":"98","title":"Math"},"99":{"body":"Standard SQL bitwise manipulation operators are available to any two values. & (bitwise and) | (bitwise or) The bitwise not operator is also available to a single value: ~ (bitwise not) SELECT 1 & 2;\nSELECT 1 | 2;\nSELECT ~1;","breadcrumbs":"SQL Reference » Operators » Bitwise Operators","id":"99","title":"Bitwise 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SELECT * FROM products WHERE name NOT LIKE '%of%'; NOTE: Endb LIKE is case-sensitive.","breadcrumbs":"SQL Reference » Operators » LIKE","id":"100","title":"LIKE"},"101":{"body":"REGEXP returns TRUE if a string matches the supplied regular expression. REGEXP may be prefixed with NOT. SELECT * FROM products WHERE name REGEXP '.*ee|.*ea';\nSELECT * FROM products WHERE name NOT REGEXP '.*[fst]+.*';","breadcrumbs":"SQL Reference » Operators » REGEXP","id":"101","title":"REGEXP"},"102":{"body":"GLOB returns TRUE if a string matches the supplied UNIX glob. GLOB may be prefixed with NOT. SELECT * FROM products WHERE name GLOB '*of*';\nSELECT * FROM avatars WHERE filename NOT GLOB '/opt/local/avatars/*/*.png'; NOTE: GLOB is case-sensitive. It conforms to standard UNIX globs and thus does not support \"globstar\" (recursive directory) expansion like **/*.png.","breadcrumbs":"SQL Reference » Operators » GLOB","id":"102","title":"GLOB"},"103":{"body":"MATCH returns TRUE if the value on the left contains the value on the right, at the top level. Note that a top-level array to the right of the MATCH refers to a set of values that all need to match, not a literal array. The following expressions return TRUE: SELECT 'foo' MATCH 'foo';\nSELECT [1, 2, 3] MATCH [3, 1];\nSELECT {user: 'foo', age: 42} MATCH {age: 42};\nSELECT {a: [1, 2, {c: 3, x: 4}], c: 'b'} MATCH {a: [{x: 4}, 1]}; The following expressions return FALSE: SELECT [1, 2, [1, 3]] MATCH [1, 3];\nSELECT {foo: {bar: 'baz'}} MATCH {bar: 'baz'};\nSELECT {a: [1, 2, {c: 3, x: 4}], c: 'b'} MATCH {a: [{x: 4}, 3]}; NOTE: The @> operator is a synonym for MATCH. It is provided as a convenience for users accustomed to the equivalent JSON Containment Operator in Postgres . It also has a symmetric operator, <@, which returns TRUE if the value on the right contains the value on the left, at the top level. No symmetric keyword exists for MATCH.","breadcrumbs":"SQL Reference » Operators » MATCH (Containment)","id":"103","title":"MATCH (Containment)"},"104":{"body":"SOME is a synonym for ANY. ANY qualifies a subquery by comparing a single column or literal value with the result of that subquery. ANY is used in the form <expression> <operator> ANY (<subquery>). It returns true if the subquery returns a one or more values for which the operator is true. The operator must return a boolean and the subquery must return a single column. SELECT 1500 < SOME (SELECT price FROM products);","breadcrumbs":"SQL Reference » Operators » ANY, SOME","id":"104","title":"ANY, SOME"},"105":{"body":"ALL qualifies a subquery by comparing a single column or literal value with the result of that subquery. ALL is used in the form <expression> <operator> ALL (<subquery>). It returns true only if all values returned by the subquery are true for the operator provided. The operator must return a boolean and the subquery must return a single column. SELECT \"ok\" = ALL (SELECT status_code FROM statuses);","breadcrumbs":"SQL Reference » Operators » ALL","id":"105","title":"ALL"},"106":{"body":"EXISTS returns TRUE if the subquery which follows it returns at least one row. SELECT name FROM products WHERE EXISTS (SELECT 1 FROM coupons WHERE name = products.name);","breadcrumbs":"SQL Reference » Operators » EXISTS","id":"106","title":"EXISTS"},"107":{"body":"The standard SQL IN clause can be used to test lists and subqueries for containment of a value. SELECT * FROM products WHERE price IN (5.00, 5.99);\nSELECT * FROM products WHERE price IN (SELECT price FROM coupons); NOTE: Use MATCH to test for containment of a value in an array.","breadcrumbs":"SQL Reference » Operators » IN","id":"107","title":"IN"},"108":{"body":"The standard SQL NOT IN clause can be used to test lists and subqueries for absence of a value. SELECT * FROM products WHERE price NOT IN (5.00, 5.99);\nSELECT * FROM products WHERE price NOT IN (SELECT price FROM coupons); NOTE: Use MATCH to test for absence of a value in an array.","breadcrumbs":"SQL Reference » Operators » NOT IN","id":"108","title":"NOT IN"},"109":{"body":"The || operator concatenates two strings or arrays supplied as arguments. When concatenating to an array element: other elements, arrays, and blobs are accepted as the second argument. When concatenating to an array: arrays, blobs, and array elements are accepted as the second argument. Elements other than strings are cast to strings when concatenated with each other. Multiple operators can be chained together. SELECT \"Hello\" || \"World\";\nSELECT [1, 2, 3] || [4, 5, 6];\nSELECT 1 || 2;\nSELECT \"Hello\" || [\"World\"];\nSELECT [\"Hello\"] || \"World\";\nSELECT \"Hello\" || \"World\" || \"And\" || \"Friends\"; The Concatenation Operator is equivalent to the CONCAT function .","breadcrumbs":"SQL Reference » Operators » || (Concatenation)","id":"109","title":"|| (Concatenation)"},"11":{"body":"You can use any of these tools (or any other HTTP client you prefer) for the rest of this tutorial.","breadcrumbs":"Tutorial » Try It! » Learning Endb SQL","id":"11","title":"Learning Endb SQL"},"110":{"body":"","breadcrumbs":"SQL Reference » Operators » Vector Operators","id":"110","title":"Vector Operators"},"111":{"body":"At the moment, Endb performs exact nearest neighbor search, which provides perfect recall. Endb may support approximate vector indexes in the future, which trade accuracy for speed.","breadcrumbs":"SQL Reference » Operators » Indexing","id":"111","title":"Indexing"},"112":{"body":"The L2 Distance operator (<->) compares two vectors by Euclidean distance . It is symmetrical to the L2_DISTANCE function. SELECT * FROM (VALUES ([0,0,0]), ([1,2,3]), ([1,1,1]), (NULL), ([1,2,4])) AS t(val) WHERE val NOT NULL ORDER BY t.val <-> [3,3,3];\n-- [{'val': [1, 2, 3]},\n-- {'val': [1, 2, 4]},\n-- {'val': [1, 1, 1]},\n-- {'val': [0, 0, 0]}]","breadcrumbs":"SQL Reference » Operators » <-> (L2 or Euclidean Distance)","id":"112","title":"<-> (L2 or Euclidean Distance)"},"113":{"body":"The Cosine Distance operator (<=>) compares two vectors by the complement of their Cosine Similarity . It is symmetrical to the COSINE_DISTANCE function. SELECT val FROM (VALUES ([0,0,0]), ([1,2,3]), ([1,1,1]), ([1,2,4])) AS t(val) WHERE t.val <=> [3,3,3] NOT NULL ORDER BY t.val <=> [3,3,3];\n-- [{'val': [1, 1, 1]},\n-- {'val': [1, 2, 3]},\n-- {'val': [1, 2, 4]}]","breadcrumbs":"SQL Reference » Operators » <=> (Cosine Distance)","id":"113","title":"<=> (Cosine Distance)"},"114":{"body":"The Inverse Inner Product operator (<#>) compares two vectors by the inverse of their Inner Product . It is the inverse of the INNER_PRODUCT function. SELECT val FROM (VALUES ([0,0,0]), ([1,2,3]), ([1,1,1]), (NULL), ([1,2,4])) AS t(val) WHERE val IS NOT NULL ORDER BY t.val <#> [3,3,3];\n-- [{'val': [1, 2, 4]},\n-- {'val': [1, 2, 3]},\n-- {'val': [1, 1, 1]},\n-- {'val': [0, 0, 0]}]","breadcrumbs":"SQL Reference » Operators » <#> (Inverse Inner Product)","id":"114","title":"<#> (Inverse Inner Product)"},"115":{"body":"","breadcrumbs":"SQL Reference » Functions » Functions","id":"115","title":"Functions"},"116":{"body":"","breadcrumbs":"SQL Reference » Functions » String Functions","id":"116","title":"String Functions"},"117":{"body":"The CHARACTER_LENGTH function returns the number of unicode characters in a string. SELECT CHARACTER_LENGTH('josé');\n-- 4 SELECT CHARACTER_LENGTH('❤️🥫');\n-- 3","breadcrumbs":"SQL Reference » Functions » CHARACTER_LENGTH","id":"117","title":"CHARACTER_LENGTH"},"118":{"body":"The OCTET_LENGTH function returns the length of a string, in bytes (octets). SELECT OCTET_LENGTH('josé');\n-- 5 SELECT OCTET_LENGTH('❤️🥫');\n-- 10","breadcrumbs":"SQL Reference » Functions » OCTET_LENGTH","id":"118","title":"OCTET_LENGTH"},"119":{"body":"The TRIM, LTRIM, and RTRIM functions trim surrounding whitespace, whitespace to the left, and whitespace to the right of a string, respectively. SELECT TRIM(' hello ');\n-- 'hello' SELECT LTRIM(' hello ');\n-- 'hello ' SELECT RTRIM(' hello ');\n-- ' hello'","breadcrumbs":"SQL Reference » Functions » TRIM, LTRIM, RTRIM","id":"119","title":"TRIM, LTRIM, RTRIM"},"12":{"body":"If you know SQL, Endb SQL will feel instantly familiar. It is not \"SQL-like\". It is SQL. However, Endb SQL is dynamic , strongly-typed , time-aware , and shuns language embedding . Hopefully it is pleasant to use without feeling foreign.","breadcrumbs":"Tutorial » Endb SQL Basics » Endb SQL Basics","id":"12","title":"Endb SQL Basics"},"120":{"body":"The LOWER and UPPER functions downcase and upcase a string, respectively. SELECT LOWER('Relatable Algebra');\n-- 'relatable algebra' SELECT UPPER('Shouting Calculus');\n-- 'SHOUTING CALCULUS'","breadcrumbs":"SQL Reference » Functions » LOWER, UPPER","id":"120","title":"LOWER, UPPER"},"121":{"body":"The REPLACE function returns the string in the first parameter, with the second parameter (if found) replaced by the third. SELECT REPLACE('Relatable Algebra', 'Rela', 'Infla');","breadcrumbs":"SQL Reference » Functions » REPLACE","id":"121","title":"REPLACE"},"122":{"body":"The INSTR function returns the first character of a substring match on the second parameter, if found, and 0 if it is not found. SELECT INSTR('Coffee', 'ee');","breadcrumbs":"SQL Reference » Functions » INSTR","id":"122","title":"INSTR"},"123":{"body":"The SUBSTRING function returns the substring starting from the index provided as the second parameter. If the (optional) third parameter is provided, the substring will be of that length (or less, if the end of the source string is reached). SUBSTR is a synonym for SUBSTRING. SELECT SUBSTRING('Hello Edgar', 4);\nSELECT SUBSTR('Hello Edgar', 4, 2);","breadcrumbs":"SQL Reference » Functions » SUBSTRING","id":"123","title":"SUBSTRING"},"124":{"body":"The POSITION pseudo-function returns the first position of the first character of the first matched substring in another string. If the substring is not detected, POSITION returns 0. SELECT POSITION(\"h\" IN \"Hawaii\");\nSELECT POSITION(\"i\" IN \"Hawaii\");\nSELECT POSITION(\"Ha\" IN \"Hawaii\"); NOTE: POSITION is a \"pseudo-function\" because internally it uses custom syntax of the form <substring> IN <string>.","breadcrumbs":"SQL Reference » Functions » POSITION","id":"124","title":"POSITION"},"125":{"body":"The UNICODE function returns an integer unicode value for the first character of the parameter given. SELECT UNICODE('Adam');","breadcrumbs":"SQL Reference » Functions » UNICODE","id":"125","title":"UNICODE"},"126":{"body":"The CHAR function returns a string corresponding to the supplied integer character codes. SELECT CHAR(65, 66, 67);","breadcrumbs":"SQL Reference » Functions » CHAR","id":"126","title":"CHAR"},"127":{"body":"CONCAT is equivalent to the Concatenation Operator (||) except that CONCAT is limited to 2-arity applications and || can be chained.","breadcrumbs":"SQL Reference » Functions » CONCAT","id":"127","title":"CONCAT"},"128":{"body":"The LIKE function serves the same purpose as the LIKE operator . However, the argument order is (effectively) reversed for the LIKE function, to match the signature used in SQLite. For the function version, the pattern is the first argument. Optionally, an alternative escape character can be provided as a third argument. SELECT * FROM users WHERE LIKE('Stev%', name);\nSELECT * FROM users WHERE LIKE('EdgarX%', name, 'X');","breadcrumbs":"SQL Reference » Functions » LIKE","id":"128","title":"LIKE"},"129":{"body":"","breadcrumbs":"SQL Reference » Functions » Collection Functions","id":"129","title":"Collection Functions"},"13":{"body":"Endb is a schemaless document database. You do not need CREATE TABLE — tables are dynamically created when you insert data. The following SQL is valid as soon as you start endb: INSERT INTO posts (id, user_id, text) VALUES (123, 456, 'Hello World'); Try querying it out: SELECT * FROM posts;","breadcrumbs":"Tutorial » Endb SQL Basics » Just Begin","id":"13","title":"Just Begin"},"130":{"body":"The LENGTH function counts the number of entries in a collection. When supplied with a string, it is a synonym for CHARACTER_LENGTH. SELECT LENGTH([3, 2]);\nSELECT LENGTH({name: 'Peas', price: 8.99, product_no: 77});\nSELECT LENGTH('josé'); NOTE: CARDINALITY is an synonym for LENGTH.","breadcrumbs":"SQL Reference » Functions » LENGTH","id":"130","title":"LENGTH"},"131":{"body":"An object's keys can be selected using OBJECT_KEYS. SELECT OBJECT_KEYS({original_price: 1.99, sale_price: 1.50, coupon_price: 1.40});","breadcrumbs":"SQL Reference » Functions » OBJECT_KEYS","id":"131","title":"OBJECT_KEYS"},"132":{"body":"An object's values can be selected using OBJECT_VALUES. SELECT OBJECT_VALUES({original_price: 1.99, sale_price: 1.50, coupon_price: 1.40});","breadcrumbs":"SQL Reference » Functions » OBJECT_VALUES","id":"132","title":"OBJECT_VALUES"},"133":{"body":"Returns an array of key-value pairs representing the given object. SELECT OBJECT_ENTRIES({a: 1, b: 2, c: 3});\n-- [['a': 1], ['b': 2], ['c': 3]]","breadcrumbs":"SQL Reference » Functions » OBJECT_ENTRIES","id":"133","title":"OBJECT_ENTRIES"},"134":{"body":"Constructs an object from an array of key-value pairs. SELECT OBJECT_FROM_ENTRIES([['a', 1], ['b', 2], ['c', 3]]);\n-- {a: 1, b: 2, c: 3}","breadcrumbs":"SQL Reference » Functions » OBJECT_FROM_ENTRIES","id":"134","title":"OBJECT_FROM_ENTRIES"},"135":{"body":"The PATCH function takes two documents. The document returned is the first document \"patched\" with any fields found in the second document. If the second document does not specify a field, that field is left untouched. If the second document specifies any fields with values of NULL, those fields are removed. SELECT PATCH( {name: 'Salt', nutrition: {sodium: 100, ingredients: 'Kosher Salt'}}, {name: 'Sea Salt', nutrition: {ingredients: NULL}}\n); The PATCH function has an equivalent operator for data manipulation: UPDATE PATCH","breadcrumbs":"SQL Reference » Functions » PATCH","id":"135","title":"PATCH"},"136":{"body":"Table Value Functions are only valid within the FROM clause.","breadcrumbs":"SQL Reference » Functions » Table Value Functions","id":"136","title":"Table Value Functions"},"137":{"body":"The UNNEST function can be thought of as the inverse of ARRAY_AGG , although it offers more power than just unlinking elements. It takes an array or object and pulls its elements into separate rows. SELECT * FROM UNNEST([1.99, 2.99, 3.99]) AS products(price); It is possible to unnest multiple arrays. If the arrays do not have the same number of elements, the shorter array(s) will have those values filled with NULL: SELECT names.* FROM (VALUES (['Leslie', 'Edgar', 'fiver2'], ['Lamport', 'Codd'])) AS x(first, last), UNNEST(x.first, x.last) AS names(first, last); When unnesting an object, keys-value pairs will be returned as per object_entries . This behaviour is useful for manipulating collections: SELECT * FROM UNNEST({original_price: 1.99, sale_price: 1.50, coupon_price: 1.40}) AS prices(price);\n-- [{'price': ['sale_price', 1.5]},\n-- {'price': ['coupon_price', 1.4]},\n-- {'price': ['original_price', 1.99]}] Unnesting nested data from a queried table is done with the form FROM <table>, UNNEST(<table>.<column>) AS foo(new_column). For example: INSERT INTO msgs {text: \"Here is some classic material\", user: \"George\", workday: 2024-02-25, media: [{type: \"image\", src: \"dsm.png\"}, {type: \"video\", src: \"vldb.mp4\"}]}; WITH m AS (SELECT * FROM msgs, UNNEST(msgs.media) AS m(media))\nSELECT media FROM m WHERE media..type MATCH 'video'; WITH ORDINALITY UNNEST can be suffixed with WITH ORDINALITY to append an ordinal column to the results. SELECT * FROM UNNEST([1.99, 2.99, 3.99]) WITH ORDINALITY AS products(price, n);\n-- [{'n': 0, 'price': 1.99}, {'n': 1, 'price': 2.99}, {'n': 2, 'price': 3.99}] NOTE: Endb ordinals are zero-indexed.","breadcrumbs":"SQL Reference » Functions » UNNEST","id":"137","title":"UNNEST"},"138":{"body":"The GENERATE_SERIES function generates an array of numbers within a given interval. The first and second parameters are the start and end of the interval. The optional third parameter is a step value by which to increment each number. The result is returned as a single anonymous column (with the default name, column1) containing the array. SELECT * FROM GENERATE_SERIES(0, 21) AS t(s);\nSELECT * FROM GENERATE_SERIES(0, 21, 3) AS t(s); It is possible to use the result of GENERATE_SERIES in other SQL expressions, like IN: SELECT * FROM products WHERE product_no IN (SELECT column1 FROM generate_series(1000, 20000) AS foo);","breadcrumbs":"SQL Reference » Functions » GENERATE_SERIES","id":"138","title":"GENERATE_SERIES"},"139":{"body":"","breadcrumbs":"SQL Reference » Functions » Numeric Functions","id":"139","title":"Numeric Functions"},"14":{"body":"Endb is immutable, so it does not permit destructive UPDATE or DELETE. For example, if you run an UPDATE, your previous INSERT isn't lost. Before we update the record, we'll make note of the current time, according to the database. (Any time after the INSERT and before the UPDATE would suffice.) -- make note of this time to use below\nSELECT CURRENT_TIMESTAMP; Multiple statements can be separated by semicolons. This time, we'll update the record and view it at once: UPDATE posts SET text = 'Hello Immutable World' WHERE id = 123; SELECT * from posts; You'll note that Hello World from your original insert isn't visible. That's because it only exists in the past and, by default, SELECT will show the state of the database as of now . To see the old version, you can time-travel back to a time when the old record was visible. Copy the timestamp you noted, without the quotes, something like SELECT * from posts FOR SYSTEM_TIME AS OF 2024-01-01T00:00:00.000000Z;: SELECT * from posts FOR SYSTEM_TIME AS OF {YOUR_NOTED_TIMESTAMP}; NOTE: Although there is no destructive DELETE in an immutable database, there is ERASE, which exists to remove data for user safety and compliance with laws like GDPR.","breadcrumbs":"Tutorial » Endb SQL Basics » Immutable","id":"14","title":"Immutable"},"140":{"body":"The RANDOM function returns a random integer. SELECT RANDOM();","breadcrumbs":"SQL Reference » Functions » RANDOM","id":"140","title":"RANDOM"},"141":{"body":"Endb provides standard SQL math functions based on SQLite's collection of math functions: ROUND SIN COS TAN SINH COSH TANH ASIN ACOS ATAN ASINH ACOSH ATANH ATAN2 FLOOR CEILING, CEIL SIGN SQRT EXP POWER, POW LOG, LOG10 LOG2 LN DEGREES RADIANS PI ABS NOTE: Endb follows the choice of most SQL databases and aliases LOG to LOG10 rather than LN (natural log), as specified by the SQL standard. NOTE: Mathematical operators are documented under Operators .","breadcrumbs":"SQL Reference » Functions » Math","id":"141","title":"Math"},"142":{"body":"","breadcrumbs":"SQL Reference » Functions » Date/Time Functions","id":"142","title":"Date/Time Functions"},"143":{"body":"The STRFTIME function formats a date or time value as a string. SELECT strftime('%Y/%m/%d', date('2001-01-01'));\nSELECT strftime('%Y %m %d at %H %M %S', datetime('2001-01-01 03:04:05'));","breadcrumbs":"SQL Reference » Functions » STRFTIME","id":"143","title":"STRFTIME"},"144":{"body":"The UNIXEPOCH function returns the number of seconds since the UNIX epoch. Accepts a DATE, TIMESTAMP, or STRING. SELECT UNIXEPOCH('2023-01-01');\nSELECT UNIXEPOCH(1970-01-01T00:00:00Z);","breadcrumbs":"SQL Reference » Functions » UNIXEPOCH","id":"144","title":"UNIXEPOCH"},"145":{"body":"The JULIANDAY function returns the Julian Day, which is the number of days since noon in UTC on November 24, 4714 B.C. Accepts a DATE, TIMESTAMP, or STRING. SELECT JULIANDAY(1970-01-01);","breadcrumbs":"SQL Reference » Functions » JULIANDAY","id":"145","title":"JULIANDAY"},"146":{"body":"The EXTRACT pseudo-function provides a way to access one named, numerical portion of a date, time, or timestamp. Portions of dates can only be extracted from dates or timestamps. Portions of times can only be extracted from timestamps or times. SELECT EXTRACT(YEAR FROM CURRENT_DATE);\nSELECT EXTRACT(MONTH FROM CURRENT_DATE);\nSELECT EXTRACT(DAY FROM CURRENT_TIMESTAMP);\nSELECT EXTRACT(HOUR FROM CURRENT_TIMESTAMP);\nSELECT EXTRACT(MINUTE FROM CURRENT_TIME);\nSELECT EXTRACT(SECOND FROM CURRENT_TIME); NOTE: EXTRACT is a \"pseudo-function\" because internally it uses custom syntax of the form <named-portion> FROM <date>.","breadcrumbs":"SQL Reference » Functions » EXTRACT","id":"146","title":"EXTRACT"},"147":{"body":"The PERIOD function creates a new Period . It is equivalent to using Period literals. PERIOD(2001-04-01T00:00:00Z, 2001-05-01)","breadcrumbs":"SQL Reference » Functions » PERIOD","id":"147","title":"PERIOD"},"148":{"body":"","breadcrumbs":"SQL Reference » Functions » Aggregate Functions","id":"148","title":"Aggregate Functions"},"149":{"body":"The MIN and MAX functions return the minimum and maximum values for an expression, respectively. SELECT MIN(price) FROM products;\nSELECT MAX(price) FROM products; NOTE: MIN and MAX also have non-aggregate equivalents, which are 2-arity. When used that way, they each return the minimum or maximum value of the two values provided.","breadcrumbs":"SQL Reference » Functions » MIN, MAX","id":"149","title":"MIN, MAX"},"15":{"body":"Relationships are also dynamic. You can join any two tables on any two columns. Adding a user with id 456 allows a join with the previous posts table. INSERT INTO users (id, name) VALUES (456, 'Vikram'); SELECT * from posts p JOIN users u ON p.user_id = u.id;","breadcrumbs":"Tutorial » Endb SQL Basics » Dynamic Joins","id":"15","title":"Dynamic Joins"},"150":{"body":"The SUM function returns the sum of all non-null values under the column given as a parameter. SELECT SUM(price) FROM products; If all values for the given column are NULL, SUM returns NULL.","breadcrumbs":"SQL Reference » Functions » SUM","id":"150","title":"SUM"},"151":{"body":"The TOTAL function is equivalent to SUM except that it returns 0.0 in the case where all input values are NULL.","breadcrumbs":"SQL Reference » Functions » TOTAL","id":"151","title":"TOTAL"},"152":{"body":"The AVG function takes a numerical-type-agnostic average of all values under the column given as a parameter. SELECT AVG(price) FROM products;","breadcrumbs":"SQL Reference » Functions » AVG","id":"152","title":"AVG"},"153":{"body":"The COUNT function returns the count of non-null , non-empty values for the specified column. SELECT COUNT(price) FROM sales; NOTE: Because null/empty values are ignored, the behaviour of COUNT will differ from other SQL dialects. Whether or not COUNT(price) and COUNT(1) are equivalent is dependent on whether the price attribute exists with a non-null value on each document.","breadcrumbs":"SQL Reference » Functions » COUNT","id":"153","title":"COUNT"},"154":{"body":"The ARRAY_AGG function concatenates the results of an expression into an array. The parameter may be ordered within ARRAY_AGG. SELECT ARRAY_AGG(price) FROM products;\nSELECT ARRAY_AGG(name ORDER BY price DESC) FROM products; Note that when operating on arrays, the arrays themselves will be concatenated, not the contents of the arrays. The result will be an array of one higher dimension: SELECT ARRAY_AGG(x.column1) FROM (VALUES ([1,2]), ([3,4])) AS x;\n-- [{'column1': [[1, 2], [3, 4]]}]","breadcrumbs":"SQL Reference » Functions » ARRAY_AGG","id":"154","title":"ARRAY_AGG"},"155":{"body":"The GROUP_CONCAT function returns a string with concatenated non-null values from a column or group. Given a second parameter, It defaults to a comma-delimited list, but the second (optional) parameter can override the delimiter. SELECT GROUP_CONCAT(name) FROM products;\nSELECT GROUP_CONCAT(name, ':') FROM products;","breadcrumbs":"SQL Reference » Functions » GROUP_CONCAT","id":"155","title":"GROUP_CONCAT"},"156":{"body":"All aggregate functions can have a filter applied before aggregation. SELECT SUM(price) FILTER(WHERE price > 20) FROM products;","breadcrumbs":"SQL Reference » Functions » FILTER","id":"156","title":"FILTER"},"157":{"body":"","breadcrumbs":"SQL Reference » Functions » Data Type Functions","id":"157","title":"Data Type Functions"},"158":{"body":"The CAST function forces a value into a particular data type. Note that not all types are cast-compatible with each other. SELECT CAST(price AS INTEGER) FROM products;","breadcrumbs":"SQL Reference » Functions » CAST","id":"158","title":"CAST"},"159":{"body":"The TYPEOF function returns the type of the provided value. SELECT TYPEOF('hi2u');\nSELECT TYPEOF(1.12345678901234);\nSELECT TYPEOF(2018-01-01T00:00:00);","breadcrumbs":"SQL Reference » Functions » TYPEOF","id":"159","title":"TYPEOF"},"16":{"body":"Endb allows you to insert asymmetrical, jagged data. Let's add another user with more columns. INSERT INTO users (id, name, email) VALUES (789, 'Daniela', 'daniela@endatabas.com'); SELECT * from users; Note that the SELECT * is an implicitly dynamic query. It doesn't have any difficulty with the previous user document, even though it lacked an email column. In practice, most applications and SQL queries should specify exactly the columns they want to query. SELECT * is really only for exploratory queries, so it shows you everything visible in the table.","breadcrumbs":"Tutorial » Endb SQL Basics » Semi-Structured Data","id":"16","title":"Semi-Structured Data"},"160":{"body":"","breadcrumbs":"SQL Reference » Functions » Conditional Functions","id":"160","title":"Conditional Functions"},"161":{"body":"The IIF function is a conditional shorthand. It returns the second parameter if the condition is true and the third parameter if the condition is false. SELECT IIF(price > 5.99, 'Expensive!', 'Cheap') FROM products;","breadcrumbs":"SQL Reference » Functions » IIF","id":"161","title":"IIF"},"162":{"body":"The NULLIF function returns TRUE if the two supplied expressions are equal. SELECT NULLIF(1, 1);\nSELECT NULLIF(1, 'zig');","breadcrumbs":"SQL Reference » Functions » NULLIF","id":"162","title":"NULLIF"},"163":{"body":"The COALESCE function returns its first non-null argument. The following example returns 'zig': SELECT COALESCE(NULL, NULL, 'zig', 'zag');","breadcrumbs":"SQL Reference » Functions » COALESCE","id":"163","title":"COALESCE"},"164":{"body":"","breadcrumbs":"SQL Reference » Functions » Encoding Functions","id":"164","title":"Encoding Functions"},"165":{"body":"The BASE64 function takes a hexadecimal-encoded BLOB and returns a base64-encoded string, or vice-versa. BASE64 roundtrips its own data. There is therefore no BLOBFROMBASE64 function. SELECT BASE64(x'010203');\nSELECT BASE64('AQID');","breadcrumbs":"SQL Reference » Functions » BASE64","id":"165","title":"BASE64"},"166":{"body":"The UUID function returns a universally-unique identifier, as a string. The UUID_BLOB function takes a string UUID and returns a BLOB. The UUID_STR function takes a BLOB UUID and returns a string. When given a parameter of their return type, UUID_BLOB and UUID_STR will format the UUID provided. SELECT UUID();\nSELECT UUID_BLOB('d2ce21c9-d268-409a-b1e0-49e1200bfa47');\nSELECT UUID_STR(x'd2ce21c9d268409ab1e049e1200bfa47'); -- formatting:\nSELECT UUID_BLOB(x'd2ce21c9d268409ab1e049e1200bfa47');\nSELECT UUID_STR('d2ce21c9d268409ab1e049e1200bfa47');","breadcrumbs":"SQL Reference » Functions » UUID","id":"166","title":"UUID"},"167":{"body":"The SHA1 function takes either a hexadecimal-encoded BLOB, a string, or a number. It returns the SHA-1 encoding of that value. SELECT SHA1('2');","breadcrumbs":"SQL Reference » Functions » SHA1","id":"167","title":"SHA1"},"168":{"body":"The RANDOMBLOB function returns a random binary large object of the size given, in bytes. The ZEROBLOB function returns a zeroed-out binary large object of the size given, in bytes. SELECT RANDOMBLOB(32);\nSELECT ZEROBLOB(32);","breadcrumbs":"SQL Reference » Functions » RANDOMBLOB, ZEROBLOB","id":"168","title":"RANDOMBLOB, ZEROBLOB"},"169":{"body":"The HEX function takes a BLOB (or coerces its argument into a UTF-8 string, which in turn is interpreted as a BLOB) and turns the BLOB into an upper-case hexadecimal string. The UNHEX function takes a hexadecimal string and turns it into a BLOB. The hexadecimal string provided must contain character pairs . UNHEX takes an optional second parameter: a string containing non-hexadecimal characters to be ignored in the first parameter. If non-hexadecimal characters are found in the first parameter but not ignored in the second parameter, UNHEX returns NULL. SELECT HEX(15);\n-- '3135' SELECT UNHEX('3135');\n-- b'15' SELECT UNHEX('3135ZZ', 'Z');\n-- b'15' SELECT UNHEX('3135ZZ', 'M');\n-- NULL","breadcrumbs":"SQL Reference » Functions » HEX, UNHEX","id":"169","title":"HEX, UNHEX"},"17":{"body":"It may seem strange to leave jagged columns lying around. Endb doesn't discourage you from cleaning up your data, if you can: UPDATE users SET email = 'vikram@stockholm.se' WHERE name = 'Vikram'; SELECT * from users; The difference in Endb is that we haven't \"migrated\" the old data — it's still there. If you query for Vikram's user document as of 2 minutes ago, you will see the old record without an email. Queries in Endb always default to as-of-now , which is why the results of the query above shouldn't be surprising.","breadcrumbs":"Tutorial » Endb SQL Basics » Data \"Migration\"","id":"17","title":"Data \"Migration\""},"170":{"body":"","breadcrumbs":"SQL Reference » Functions » Vector Functions","id":"170","title":"Vector Functions"},"171":{"body":"At the moment, Endb performs exact nearest neighbor search, which provides perfect recall. Endb may support approximate vector indexes in the future, which trade accuracy for speed.","breadcrumbs":"SQL Reference » Functions » Indexing","id":"171","title":"Indexing"},"172":{"body":"The L2_DISTANCE function returns the Euclidean distance between two vectors. It is symmetrical to the <-> operator. SELECT L2_DISTANCE([-0.7888,-0.7361,-0.6208,-0.5134,-0.4044], [0.8108,0.6671,0.5565,0.5449,0.4466]);\n-- [{'column1': 2.7853052938591847}]","breadcrumbs":"SQL Reference » Functions » L2_DISTANCE","id":"172","title":"L2_DISTANCE"},"173":{"body":"The COSINE_DISTANCE function returns the complement of Cosine Similarity for two vectors. It is symmetrical to the <=> operator. SELECT COSINE_DISTANCE([-0.7888,-0.7361,-0.6208,-0.5134,-0.4044], [0.8108,0.6671,0.5565,0.5449,0.4466]);\n-- [{'column1': 1.9970250541178656}]","breadcrumbs":"SQL Reference » Functions » COSINE_DISTANCE","id":"173","title":"COSINE_DISTANCE"},"174":{"body":"The INNER_PRODUCT function returns the Inner Product of two vectors. It is inverse of the <#> operator. SELECT INNER_PRODUCT([1,2], [3,4]);\n-- [{'column1': 11.0}]","breadcrumbs":"SQL Reference » Functions » INNER_PRODUCT","id":"174","title":"INNER_PRODUCT"},"175":{"body":"To make best use of Time Queries, it is a good idea to review the time-related SQL data types, such as TIMESTAMP, DATE, TIME, and INTERVAL. These are covered in the SQL Data Types section. It is also a good idea to review Endb's other time-related functions, in case they are helpful to you: STRFTIME UNIXEPOCH JULIANDAY","breadcrumbs":"SQL Reference » Time Queries » Time Queries","id":"175","title":"Time Queries"},"176":{"body":"All Endb temporal predicates (CONTAINS, OVERLAPS, PRECEDES, SUCCEEDS, IMMEDIATELY PRECEDES, and IMMEDIATELY SUCCEEDS) follow the SQL:2011 standard's \"closed-open period model\". This means that a period represents all times starting from (and including) the start time up to (but excluding) the end time.","breadcrumbs":"SQL Reference » Time Queries » Note on SQL:2011 closed-open period model","id":"176","title":"Note on SQL:2011 closed-open period model"},"177":{"body":"Endb currently only supports times encoded as UTC.","breadcrumbs":"SQL Reference » Time Queries » Note on timezones","id":"177","title":"Note on timezones"},"178":{"body":"Endb provides access to the current value of the clock \"now\" in multiple date/time configurations.","breadcrumbs":"SQL Reference » Time Queries » Now","id":"178","title":"Now"},"179":{"body":"CURRENT_TIMESTAMP gets the current date and time in UTC. SELECT CURRENT_TIMESTAMP;","breadcrumbs":"SQL Reference » Time Queries » CURRENT_TIMESTAMP","id":"179","title":"CURRENT_TIMESTAMP"},"18":{"body":"Endb eschews JSONB columns in favour of a native, strongly-typed, document-relational model. INSERT INTO users (id, name, friends)\nVALUES (123, 'Anastasia', [{name: 'Heikki', country: 'Finland'}, {name: 'Amit', country: 'Japan'}]); SELECT users.friends[1] FROM users WHERE id = 123; The users.friends[1] expression above is a path expression . A detailed explanation of Endb's path navigation is provided in the SQL Reference Path Navigation docs .","breadcrumbs":"Tutorial » Endb SQL Basics » Nested Data","id":"18","title":"Nested Data"},"180":{"body":"CURRENT_TIME gets the current time in UTC. SELECT CURRENT_TIME;","breadcrumbs":"SQL Reference » Time Queries » CURRENT_TIME","id":"180","title":"CURRENT_TIME"},"181":{"body":"CURRENT_DATE gets the current date in UTC. Note that this may be different from your local date, depending on the time of day when your query is run. SELECT CURRENT_DATE;","breadcrumbs":"SQL Reference » Time Queries » CURRENT_DATE","id":"181","title":"CURRENT_DATE"},"182":{"body":"All states an Endb database has ever seen are recorded, immutably. Accessing these prior states is accomplished by querying System Time. System Time is encoded in a special column, which is normally invisible to most queries, named system_time (lower case). Because system_time is invisible by default, it must be retrieved explicitly: SELECTT *, system_time FROM products;","breadcrumbs":"SQL Reference » Time Queries » System Time","id":"182","title":"System Time"},"183":{"body":"Endb permits time-traveling queries with the SQL:2011-compatible AS OF operator. The query will treat the DATE or TIMESTAMP supplied after AS OF as if it were that time now . SELECT * FROM products FOR SYSTEM_TIME AS OF 2023-08-25T00:00:00;","breadcrumbs":"SQL Reference » Time Queries » AS OF (Time Travel)","id":"183","title":"AS OF (Time Travel)"},"184":{"body":"Endb permits time-omniscient queries with the SQL:2011-compatible ALL operator. All states, across the entire history of the relevant tables, are visible to a query suffixed with FOR SYSTEM_TIME ALL: SELECT * FROM products FOR SYSTEM_TIME ALL;","breadcrumbs":"SQL Reference » Time Queries » ALL (Time Omniscience)","id":"184","title":"ALL (Time Omniscience)"},"185":{"body":"The syntax for time-aware BETWEEN is the same as the normal BETWEEN operator . Inspect System Time with the form FOR SYSTEM_TIME BETWEEN x AND y. SELECT * FROM products FOR SYSTEM_TIME BETWEEN 2023-08-24T00:00:00 AND 2023-08-25T00:00:00;","breadcrumbs":"SQL Reference » Time Queries » BETWEEN","id":"185","title":"BETWEEN"},"186":{"body":"Selects rows which fall between the two times, similar to BETWEEN, but is exclusive of both the start and end times. SELECT * FROM products FOR SYSTEM_TIME FROM 2023-08-24T00:00:00 TO 2023-08-30T00:00:00;","breadcrumbs":"SQL Reference » Time Queries » FROM ... TO","id":"186","title":"FROM ... TO"},"187":{"body":"The standard SQL:2011 period predicates are available.","breadcrumbs":"SQL Reference » Time Queries » Period Predicates","id":"187","title":"Period Predicates"},"188":{"body":"Returns TRUE if the second period is contained within the first. SELECT {start: 2001-01-01, end: 2001-04-01} CONTAINS {start: 2001-02-01, end: 2001-04-01};","breadcrumbs":"SQL Reference » Time Queries » CONTAINS","id":"188","title":"CONTAINS"},"189":{"body":"Returns TRUE if any part of the first period is found within the second. SELECT {start: 2001-01-01, end: 2001-03-01} OVERLAPS {start: 2001-02-01, end: 2001-04-01};","breadcrumbs":"SQL Reference » Time Queries » OVERLAPS","id":"189","title":"OVERLAPS"},"19":{"body":"Because of Endb's native document-relational model, rows are documents and vice-versa. You can use an INSERT statement to add a document directly to the database: INSERT INTO users {id: 890, name: 'Aaron', friends: [{name: 'Jeff', country: 'Canada'}, {name: 'Kaia', country: 'Japan'}]};","breadcrumbs":"Tutorial » Endb SQL Basics » Documents","id":"19","title":"Documents"},"190":{"body":"Returns TRUE if the first period ends before the second period begins. SELECT 2001-03-01 PRECEDES [2001-04-01T00:00:00Z, 2001-05-01];","breadcrumbs":"SQL Reference » Time Queries » PRECEDES","id":"190","title":"PRECEDES"},"191":{"body":"Returns TRUE if the first period begins after the second period ends. SELECT 2001-06-01 SUCCEEDS [2001-04-01T00:00:00Z, 2001-05-01];","breadcrumbs":"SQL Reference » Time Queries » SUCCEEDS","id":"191","title":"SUCCEEDS"},"192":{"body":"Returns TRUE if the first period ends exactly as the second period begins. SELECT 2001-04-01 IMMEDIATELY PRECEDES [2001-04-01T00:00:00Z, 2001-05-01];","breadcrumbs":"SQL Reference » Time Queries » IMMEDIATELY PRECEDES","id":"192","title":"IMMEDIATELY PRECEDES"},"193":{"body":"Returns TRUE if the first period begins exactly as the second period ends. SELECT 2001-05-01 IMMEDIATELY SUCCEEDS [2001-04-01T00:00:00Z, 2001-05-01];","breadcrumbs":"SQL Reference » Time Queries » IMMEDIATELY SUCCEEDS","id":"193","title":"IMMEDIATELY SUCCEEDS"},"194":{"body":"Because Endb is schemaless and semi-structured, it offers a number of powerful path-nativation primitives inspired by JSONPath , SQL/JSON , and their derivatives in legacy relational databases. You will want to familiarize yourself with Endb's nested data types (arrays and objects) before learning about path navigation. It will also be helpful to learn about other functions and operators that are frequently helpful in conjunction with path navigation: MATCH - filter by containment ARRAY_AGG - concatenate results into an array UNNEST - pull array elements into separate rows WITH - Common Table Expressions In the examples below, most path examples are shown in the SELECT clause, but they are also valid in the WHERE clause.","breadcrumbs":"SQL Reference » Path Navigation » Path Navigation","id":"194","title":"Path Navigation"},"195":{"body":"If you are familiar with arrays and objects, try adding some nested objects to the table paths (the table name is arbitrary). INSERT INTO paths {a: 2, b: {a: 3}, c: [{a: 1}, 2]};","breadcrumbs":"SQL Reference » Path Navigation » Nested Objects","id":"195","title":"Nested Objects"},"196":{"body":"Navigating the root of any document (row) as a tree looks like standard SQL, because it is: SELECT a FROM paths; Similarly, however, it is possible to navigate documents listed in an array: SELECT [{a: 2}, {a: 3}, {b: 4}].a;\n-- [{'a': [2, 3]}] It is also possible to navigate fields of sub-documents (columns of nested rows) with further dot notation: SELECT b.a FROM paths;\n-- [{'a': 3}]","breadcrumbs":"SQL Reference » Path Navigation » Root Navigation","id":"196","title":"Root Navigation"},"197":{"body":"It is possible (and helpful) to create a row literal to represent rows returned, so they are easier to navigate. The format of a row literal is { <table>.* }: SELECT { paths.* } FROM paths; Or the shorthand: SELECT paths FROM paths; See Row Literal Data Type","breadcrumbs":"SQL Reference » Path Navigation » Row Literals","id":"197","title":"Row Literals"},"198":{"body":"The double dot (..) notation performs a \"deep scan\" by recursively walking the document to match the name given. SELECT { paths.* }..a FROM paths;\n-- [{'a': [2, 3, 1]}] SELECT b..a FROM paths;\n-- [{'a': [3]}] SELECT * FROM paths WHERE paths..a MATCH 3; -- finds a match\nSELECT * FROM paths WHERE paths..a MATCH 4; -- does not","breadcrumbs":"SQL Reference » Path Navigation » Recursive Paths","id":"198","title":"Recursive Paths"},"199":{"body":"The square bracket notation (['<NAME>']) performs a lookup of a single descendent child. SELECT { paths.* }['b']['a'] FROM paths;\n-- [{'a': 3}] SELECT b['a'] FROM paths;\n-- [{'a': 3}] Named Children can be combined with recursive paths, though the default recursive path syntax is synonymous with named children: SELECT { paths.* }..a FROM paths;\nSELECT { paths.* }..['a'] FROM paths;\nSELECT b..['a'] FROM paths;","breadcrumbs":"SQL Reference » Path Navigation » Named Child","id":"199","title":"Named Child"},"2":{"body":"This quick tutorial intends to walk you through the core aspects of Endb. By the end, you will have endb installed (if you want) and you will have used it to learn some of what it can do. Quickstart Try It! Endb SQL Basics","breadcrumbs":"Tutorial » Tutorial","id":"2","title":"Tutorial"},"20":{"body":"Endb will always do its best to provide you with meaningful error messages that point you to a solution: SELECT * FROM im_not_here;","breadcrumbs":"Tutorial » Endb SQL Basics » Error Messages","id":"20","title":"Error Messages"},"200":{"body":"The square bracket notation ([<NUMBER>]) can also perform indexed lookups of a single descendent child. SELECT { paths.* }['b'][0] FROM paths;\n-- [{'column1': {'a': 3}}] SELECT { paths.* }['c'][1] FROM paths;\n-- [{'column1': 2}] SELECT c[1] FROM paths;\n-- [{'column1': 2}] Numbered Children can be combined with recursive paths. This finds and returns all indexed values, counting backward: SELECT { paths.* }..[-1] FROM paths;\n-- [{'column1': [2]}]","breadcrumbs":"SQL Reference » Path Navigation » Numbered Child","id":"200","title":"Numbered Child"},"201":{"body":"The square bracket notation ([*]) can also perform a wildcard lookup of all descendent children. SELECT [{a: 2}, {a: 3}, {b: 4}, 5][*]; Wildcards can be combined with recursive paths. This finds and returns all values: SELECT { paths.* }..[*] FROM paths;\n-- [{'column1': [2, {'a': 3}, [{'a': 1}, 2], 3, {'a': 1}, 2, 1]}] SELECT c..[*] FROM paths;\n-- [{'column1': [{'a': 1}, 2, 1]}]","breadcrumbs":"SQL Reference » Path Navigation » Wildcard Child","id":"201","title":"Wildcard Child"},"202":{"body":"Path editing is accomplished with an extended path syntax, where each path begins with $. Endb's path editing functions are heavily inspired by SQLite's JSON Functions . Path editing functions add functionality ($, #) to a subset Endb's normal path navigation syntax: path editing functions do not support recursion or wildcards. Path editing functions are available to UPDATE ... SET and UPDATE ... UNSET/REMOVE .","breadcrumbs":"SQL Reference » Path Navigation » Path Functions","id":"202","title":"Path Functions"},"203":{"body":"Takes an object, a path, and a new value. The new value will overwrite existing fields or add a new field if it doesn't already exist. SELECT path_set({a: 2, c: 4}, $.c, [97,96]);\n-- {'a': 2, 'c': [97, 96]}","breadcrumbs":"SQL Reference » Path Navigation » path_set","id":"203","title":"path_set"},"204":{"body":"Takes an object, a path, and a new value. The new value is ignored if the path does not match an existing field. SELECT path_replace({a: 2, c: 4}, $.a, 99);\n-- {'a': 99, 'c': 4} SELECT path_replace({a: 2, c: 4}, $.e, 99);\n-- {'a': 2, 'c': 4}","breadcrumbs":"SQL Reference » Path Navigation » path_replace","id":"204","title":"path_replace"},"205":{"body":"Takes an object, a path, and a new value. The new value is ignored if the path matches an existing field. SELECT path_insert({a: 2, c: 4}, $.e, 99);\n-- {'a': 2, 'c': 4, 'e': 99}","breadcrumbs":"SQL Reference » Path Navigation » path_insert","id":"205","title":"path_insert"},"206":{"body":"Takes an object and a variable number of arguments specifying which paths to remove. If a path is not found, nothing is removed for that argument. # represents the last element in a collection. SELECT path_remove([0,1,2,3,4], $[#-1], $[0]);\n-- [1, 2, 3] SELECT path_remove({x: 25, y: 42}, $.y);\n-- {'x': 25}","breadcrumbs":"SQL Reference » Path Navigation » path_remove","id":"206","title":"path_remove"},"207":{"body":"Takes an object and a variable number of path arguments. Returns the value found at each path, if any, otherwise NULL. If only a single path is provided, a scalar is returned. If multiple paths are provided, an array is returned. SELECT path_extract({a: 2, c: [4, 5, {f: 7}]}, $.c[2].f);\n-- 7 SELECT path_extract({a: 2, c: [4, 5], f: 7}, $.x, $.a);\n-- [NULL, 2]","breadcrumbs":"SQL Reference » Path Navigation » path_extract","id":"207","title":"path_extract"},"208":{"body":"Endb allows introspection of its information schema. The Endb information schema does not describe the structure of each table. Because Endb is a document database, each document (row) is responsible for its own schema. The information schema is used by Endb to describe database objects at a high level and is used for schemaless queries, such as SELECT *. Note that all information schema tables are hard-coded to lower-case names and must be queried as such.","breadcrumbs":"SQL Reference » Schema » Schema","id":"208","title":"Schema"},"209":{"body":"-> SELECT * FROM information_schema.tables;\n[{'table_catalog': None, 'table_name': 'stores', 'table_schema': 'main', 'table_type': 'BASE TABLE'}, {... 'table_name': 'products', ... }, {... 'table_name': 'sales', ... }]","breadcrumbs":"SQL Reference » Schema » Tables","id":"209","title":"Tables"},"21":{"body":"Much more detail on Endb SQL is provided in the SQL Reference .","breadcrumbs":"Tutorial » Endb SQL Basics » Learn More","id":"21","title":"Learn More"},"210":{"body":"-> SELECT * FROM information_schema.columns;\n[{'column_name': 'addresses', 'ordinal_position': 0, 'table_catalog': None, 'table_name': 'stores', 'table_schema': 'main'}, {'column_name': 'brand', ... }, {'column_name': 'price', ... }, ... ]","breadcrumbs":"SQL Reference » Schema » Columns","id":"210","title":"Columns"},"211":{"body":"-> SELECT * FROM information_schema.views;\n[{'table_catalog': None, 'table_name': 'sold_products', 'table_schema': 'main', 'view_definition': 'SELECT * FROM products p JOIN sales s ON p.id = s.p_id'}]","breadcrumbs":"SQL Reference » Schema » Views","id":"211","title":"Views"},"212":{"body":"The check_constraints table in Endb is used to store assertions . -> SELECT * FROM information_schema.check_constraints;\n[{'check_clause': \"(NOT EXISTS (SELECT * FROM users WHERE TYPEOF(email) != 'text'))\", 'constraint_catalog': None, 'constraint_name': 'string_email', 'constraint_schema': 'main'}]","breadcrumbs":"SQL Reference » Schema » Check Constraints","id":"212","title":"Check Constraints"},"213":{"body":"Endb provides basic view functionality.","breadcrumbs":"SQL Reference » Views » Views","id":"213","title":"Views"},"214":{"body":"CREATE VIEW creates a non-materialized view based on the query which follows the AS operator. Column names are listed in parentheses after the view name. CREATE VIEW simple_products(name, price) AS SELECT name, ROUND(price) FROM products; Alternatively, named columns can each immediately follow queried columns. CREATE VIEW easy_products AS SELECT name label, ROUND(price) easy_price FROM products; NOTE: To modify a view, use DROP VIEW then re-create the view with the desired columns.","breadcrumbs":"SQL Reference » Views » CREATE VIEW","id":"214","title":"CREATE VIEW"},"215":{"body":"DROP VIEW deletes a view based on its name. DROP VIEW easy_products;","breadcrumbs":"SQL Reference » Views » DROP VIEW","id":"215","title":"DROP VIEW"},"216":{"body":"","breadcrumbs":"SQL Reference » Assertions » Assertions","id":"216","title":"Assertions"},"217":{"body":"Creates a checked, deferred assertion which executes on commit for inserts and updates. Although CREATE ASSERTION (normally) refers to the table it is asserting on, that table need not exist for the assertion to be created.","breadcrumbs":"SQL Reference » Assertions » CREATE ASSERTION","id":"217","title":"CREATE ASSERTION"},"218":{"body":"CREATE ASSERTION string_email CHECK (NOT EXISTS (SELECT * FROM users WHERE TYPEOF(email) != 'text'));\nINSERT INTO users {name: 'Steven', email: 123};","breadcrumbs":"SQL Reference » Assertions » Type Constraint","id":"218","title":"Type Constraint"},"219":{"body":"There are a number of possible ways to create the equivalent of a UNIQUE constraint, as found in schema-on-write databases. One sensible approach is given below. CREATE ASSERTION unique_email CHECK (1 >= (SELECT MAX(c.cnt) FROM (SELECT COUNT(*) AS cnt FROM users GROUP BY email) AS c));\nINSERT INTO users {name: 'Steven', email: 's@endatabas.com'};\nINSERT INTO users {name: 'Sarah', email: 's@endatabas.com'};","breadcrumbs":"SQL Reference » Assertions » Unique Constraint","id":"219","title":"Unique Constraint"},"22":{"body":"The SQL Reference contains details and edge cases about Endb SQL. NOTE: The Endb SQL dialect is under active development. While most major features of Endb SQL are stable, some more esoteric features (MATCH, path navigation, etc.) may experience naming and semantics changes before Endb 1.0 is released. Intention Data Manipulation Queries SQL Data Types Operators Functions Time Queries Path Navigation Schema Views Assertions","breadcrumbs":"SQL Reference » SQL Reference","id":"22","title":"SQL Reference"},"220":{"body":"There are multiple possible meanings to \"not null\" columns in Endb: Columns can be strictly checked for literal NULL in the value position. Rows can be forbidden from eliding a column (a missing value). Both literal NULL and elided columns can both be prevented. This example checks for literal NULL only: CREATE ASSERTION notnull_email CHECK (NOT EXISTS (SELECT * FROM users WHERE email IS NULL));\nINSERT INTO users {name: 'Tian Tian', email: NULL}; -- check fails\nINSERT INTO users {name: 'Tian Tian'}; -- permitted","breadcrumbs":"SQL Reference » Assertions » Not Null Constraint","id":"220","title":"Not Null Constraint"},"221":{"body":"Removes an assertion from the database based on its name. DROP ASSERTION string_email;","breadcrumbs":"SQL Reference » Assertions » DROP ASSERTION","id":"221","title":"DROP ASSERTION"},"222":{"body":"Endatabas provides a variety of tools to communicate with an Endb instance. The Console is a command-line user interface to send SQL to Endb manually. The client libraries are used in the data access layer of an application which uses Endb for storage. The client libraries support both HTTP and WebSocket APIs. To access Endb over HTTP, create an Endb instance and call the sql method on it. To access Endb over WebSockets, create an EndbWebSocket instance and call the sql method on it. See the language-specific documentation below for further details. Console JavaScript / TypeScript Python NOTE: For any programming language not listed above, it is possible to create small client libraries such as these using the HTTP and WebSocket APIs. All official Endatabas clients are permissively-licensed and you are welcome to use them as examples to create your own client library. Their source code is available here: https://github.com/endatabas/endb/tree/main/clients","breadcrumbs":"Clients » Clients","id":"222","title":"Clients"},"223":{"body":"A small console is provided to learn Endb SQL interactively and run experimental queries. It is distributed in the same Python package as the Python client .","breadcrumbs":"Clients » Console » Console","id":"223","title":"Console"},"224":{"body":"pip install endb","breadcrumbs":"Clients » Console » Install","id":"224","title":"Install"},"225":{"body":"endb_console [--url URL] [-u USERNAME] [-p PASSWORD] Show additional command line options with endb_console --help: usage: endb_console [-h] [--url URL] [-u USERNAME] [-p PASSWORD] [sql ...] positional arguments: sql SQL statement or file options: -h, --help show this help message and exit --url URL -u USERNAME, --username USERNAME -p PASSWORD, --password PASSWORD","breadcrumbs":"Clients » Console » Usage","id":"225","title":"Usage"},"226":{"body":"When the Endb console starts, it will provide a multiline prompt (->) where you can enter SQL statements and queries. The prompt will extend onto new lines (..) until you enter a semicolon. -> INSERT INTO users\n.. {name: 'Conrad', email: 'c1o2n@shell.com'};\n-> SELECT * FROM users; The console has history which you can use the up and down arrows to navigate. History does not persist between console sessions. Learn more about Endb SQL in the SQL Reference . To quit, type CTRL+D.","breadcrumbs":"Clients » Console » Prompt","id":"226","title":"Prompt"},"227":{"body":"The console comes with a number of special, non-SQL commands.","breadcrumbs":"Clients » Console » Commands","id":"227","title":"Commands"},"228":{"body":"Set the URL at runtime with the url command. -> url https://192.168.1.200:3803/sql","breadcrumbs":"Clients » Console » URL","id":"228","title":"URL"},"229":{"body":"Set the accept header content type at runtime with the accept command. -> accept text/csv","breadcrumbs":"Clients » Console » Accept","id":"229","title":"Accept"},"23":{"body":"The goal of Endb's SQL dialect is to be small, coherent, and powerful. The SQL specification is massive, with pages ordering in the thousands. Rather than implement the entire SQL specification from scratch (a gargantuan task) or mimic the SQL dialect of another database, Endb chooses a tiny core and builds powerful, composable features on top of that. This tiny core draws inspiration from many sources, but SQLite in particular. If SQLite supports a particular operator or function, Endb SQL also tries to. Endb SQL also draws strong inspiration from the SQL specification itself (and its predecessors ) and from PostgreSQL . Endb SQL's nested data is also heavily inspired by JSONPath , SQL/JSON , and their derivatives found in major SQL databases. Light inspiration is drawn from PartiQL , SQL++ , and XQuery . For more information on Endb's influences, please see our bibliography .","breadcrumbs":"SQL Reference » Intention » Intention","id":"23","title":"Intention"},"230":{"body":"Set the username at runtime with the username command. -> username efcodd","breadcrumbs":"Clients » Console » Username","id":"230","title":"Username"},"231":{"body":"Set the password at runtime with the password command. -> password equ1valenc3","breadcrumbs":"Clients » Console » Password","id":"231","title":"Password"},"232":{"body":"All SQL commands can be timed by toggling the timer on: timer on. Toggle the timer back off with timer off. -> timer on\n-> SELECT * FROM users;\n[{'name': 'Aaron'} {'name': 'Irene'} ... ]\nElapsed: 0.003904 ms","breadcrumbs":"Clients » Console » Timer","id":"232","title":"Timer"},"233":{"body":"Quit the console by typing quit. -> quit","breadcrumbs":"Clients » Console » Quit","id":"233","title":"Quit"},"234":{"body":"The console communicates with Endb over the HTTP API . Data is returned as LD-JSON documents and marshalled into strongly-typed Python objects. For example: [{'date': None, 'email': 'c1o2n@shell.com', 'name': 'Conrad'}, {'date': datetime.datetime(2024, 1, 29, 18, 18, 30, 129159, tzinfo=datetime.timezone.utc), 'email': 'kitty@tramline.in', 'name': 'Akshay'}] The Data Types page talks about types in more detail.","breadcrumbs":"Clients » Console » Data Types","id":"234","title":"Data Types"},"235":{"body":"The JavaScript and TypeScript client library is used to communicate with an Endb instance from a JavaScript or TypeScript application. Type declarations are provided in the package for TypeScript. NPM Package: @endatabas/endb","breadcrumbs":"Clients » JavaScript » JavaScript","id":"235","title":"JavaScript"},"236":{"body":"Install Usage Examples Import Endb EndbWebSocket sql() Template Literals Data Types Complete Examples JavaScript API Reference","breadcrumbs":"Clients » JavaScript » Table of Contents","id":"236","title":"Table of Contents"},"237":{"body":"npm install @endatabas/endb\nnpm install ws","breadcrumbs":"Clients » JavaScript » Install","id":"237","title":"Install"},"238":{"body":"","breadcrumbs":"Clients » JavaScript » Usage Examples","id":"238","title":"Usage Examples"},"239":{"body":"import { Endb, EndbWebSocket } from '@endatabas/endb';","breadcrumbs":"Clients » JavaScript » Import","id":"239","title":"Import"},"24":{"body":"Creating, updating, and deleting data in Endb is done using standard SQL Data Manipulation Language (DML). Endb is also immutable and schemaless, so it contains a number of shorthands and document-oriented conveniences. Endb does not require any Data Definition Language (DDL), such as CREATE TABLE.","breadcrumbs":"SQL Reference » Data Manipulation » Data Manipulation","id":"24","title":"Data Manipulation"},"240":{"body":"Use the Endb class to communicate with Endb over HTTP. It accepts an optional url parameter. Options can be supplied for accept, username, and password. Accept headers default to LD-JSON and can be set to any valid content type listed in the HTTP API . If you choose application/vnd.apache.arrow.file or application/vnd.apache.arrow.stream, the raw response body will be be returned from sql(). var e = new Endb();\nvar e = new Endb('http://localhost:3803/sql');\nvar e = new Endb('http://localhost:3803/sql', {accept: 'text/csv'});\nvar e = new Endb('http://localhost:3803/sql', {accept: 'application/json', username: 'zig', password: 'zag'}); NOTE: Choosing accept headers other than LD-JSON will return JavaScript data structures symmetrical with those returned from the respective accept header provided to the HTTP API. text/csv returns comma-delimited strings, application/json returns tuples as arrays, and so on.","breadcrumbs":"Clients » JavaScript » Endb","id":"240","title":"Endb"},"241":{"body":"Use the EndbWebSocket class to communicate with Endb over WebSockets. It accepts an optional url parameter. Options can be supplied for ws (any implementation of the JavaScript WebSocket interface definition ), username, and password. In a web browser, ws will default to the web browser's WebSocket implementation. EndbWebSocket only communicates in LD-JSON, so the accept header cannot be set. // in web browser:\nvar ews = new EndbWebSocket();\nvar ews = new EndbWebSocket('ws://localhost:3803/sql', {username: 'zig', password: 'zag'}); // in node.js:\nimport WebSocket from 'ws';\nvar ews = new EndbWebSocket({ws: WebSocket});\nvar ews = new EndbWebSocket('ws://localhost:3803/sql', {ws: WebSocket, username: 'zig', password: 'zag'});","breadcrumbs":"Clients » JavaScript » EndbWebSocket","id":"241","title":"EndbWebSocket"},"242":{"body":"The asynchronous sql method is available to both Endb and EndbWebSocket. It accepts q, and optional p, m, and accept parameters and returns an array of strongly-typed documents. (See JavaScript API Reference .) To ignore the p or m parameters but still supply an accept header, supply the default values or null. e.sql(\"SELECT * FROM users;\");\ne.sql(\"INSERT INTO USERS (date, name, email) VALUES (?, ?, ?);\", [new Date(), 'Aaron', 'aaron@canadahealth.ca']);\ne.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true);\ne.sql(\"SELECT * FROM users;\", [], false, 'text/csv');\ne.sql(\"SELECT * FROM users;\", null, null, 'application/json');\ne.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true, 'text/csv');","breadcrumbs":"Clients » JavaScript » sql()","id":"242","title":"sql()"},"243":{"body":"It is possible to use Template Literals (string templating) to pass named SQL parameters. The parameter passed to the Template Literal is only valid when used in a position where a positional SQL parameter is also valid. The signature which accepts Template Literals does not accept any other parameters to the method. var n = 'Michael';\ne.sql`INSERT INTO users (name) VALUES (${n});`; var u = {name: 'Radha', roles: ['artist', 'marketing']};\ne.sql`INSERT INTO users ${u}`;","breadcrumbs":"Clients » JavaScript » Template Literals","id":"243","title":"Template Literals"},"244":{"body":"When an LD-JSON (default) accept header is used, strongly typed data is returned according to this mapping: null - null xsd:date - Date xsd:dateTime - Date xsd:base64Binary - Uint8Array xsd:integer - BigInt For more information on Endb data types, see the Data Types doc .","breadcrumbs":"Clients » JavaScript » Data Types","id":"244","title":"Data Types"},"245":{"body":"import { Endb } from '@endatabas/endb'; var e = new Endb();\nawait e.sql(\"INSERT INTO users {name: 'Thupil'};\");\nvar result = await e.sql(\"SELECT * FROM users;\");\nconsole.log(result); var e2 = new Endb('http://localhost:3803/sql', {accept: 'application/json', username: 'zig', password: 'zag'});\nawait e.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true, 'text/csv');\nresult = await e.sql(\"SELECT * FROM users;\", null, null, 'application/json');\nconsole.log(result); import WebSocket from 'ws';\nimport { EndbWebSocket } from '@endatabas/endb'; var ews = new EndbWebSocket({ws: WebSocket});\nawait ews.sql(\"insert into users {name: 'Lydia'};\");\nvar ws_result = await ews.sql(\"select * from users;\");\nconsole.log(ws_result); var ews2 = new EndbWebSocket({ws: WebSocket, username: 'zig', password: 'zag'});\nawait ews2.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true, 'text/csv');\nws_result = await ews2.sql(\"SELECT * FROM users;\", null, null, 'application/json');\nconsole.log(ws_result);","breadcrumbs":"Clients » JavaScript » Complete Examples","id":"245","title":"Complete Examples"},"246":{"body":"NOTE: The following API documentation is generated from source code docstrings in the endb repository .","breadcrumbs":"Clients » JavaScript » JavaScript API Reference","id":"246","title":"JavaScript API Reference"},"247":{"body":"Endb\nEndatabas client for the HTTP API EndbWebSocket\nEndatabas client for the WebSocket API","breadcrumbs":"Clients » JavaScript » Classes","id":"247","title":"Classes"},"248":{"body":"Endatabas client for the HTTP API Kind : global class Endb new Endb([url], [opt]) .sql(q, [p], [m], [accept]) ⇒ Promise.<Array> new Endb([url], [opt]) Create an Endb object (Endatabas client for the HTTP API) ParamTypeDefaultDescription [url]string\"http://localhost:3803/sql\"HTTP URL to the Endatabas /sql API [opt]ObjectHTTP options [opt.accept]string\"application/ld+json\"Accept Header content type [opt.username]stringusername for HTTP Basic Auth [opt.password]stringpassword for HTTP Basic Auth endb.sql(q, [p], [m], [accept]) ⇒ Promise.<Array> Execute a SQL statement over HTTP Kind : instance method of Endb Returns : Promise.<Array> - - Array of documents ParamTypeDescription qstringSQL query as string or Template Literal [p]Array | ObjectPositional parameters, named parameters, or an array of either [m]booleanmany parameters flag [accept]stringAccept Header content type Example // Simple query\nsql(\"SELECT * FROM users;\");\n// Positional parameters\nsql(\"INSERT INTO users (date, name) VALUES (?, ?);\", [new Date(), 'Aaron']);\n// Named parameters\nsql(\"INSERT INTO users {date: :d, name: :n};\", {d: new Date(), n: 'Aaron'});\n// Many positional parameters (batches)\nsql(\"INSERT INTO users (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true);\n// Many named parameters (batches)\nsql(\"INSERT INTO users {name: :n};\", [{n: 'Judy'}, {n: 'Addis'}], true);\n// All parameters (many parameters and accept header)\nsql(\"INSERT INTO users (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true, 'text/csv');\n// Named parameters via Template Literals\nsql(`INSERT INTO users (name) VALUES (${u});`, [{u: 'Michael'}]);","breadcrumbs":"Clients » JavaScript » Endb","id":"248","title":"Endb"},"249":{"body":"Endatabas client for the WebSocket API Kind : global class EndbWebSocket new EndbWebSocket([url], [opt]) .close() .sql(q, [p], [m]) ⇒ Promise.<Array> new EndbWebSocket([url], [opt]) Create an EndbWebSocket object (Endatabas client for the WebSocket API) ParamTypeDefaultDescription [url]string\"ws://localhost:3803/sql\"WebSocket URL to the Endatabas /sql API [opt]ObjectWebSocket options [opt.ws]stringWebSocket implementation [opt.username]stringusername for Basic Auth [opt.password]stringpassword for Basic Auth endbWebSocket.close() Close the WebSocket connection Kind : instance method of EndbWebSocket endbWebSocket.sql(q, [p], [m]) ⇒ Promise.<Array> Execute a SQL statement over a WebSocket with LD-JSON Kind : instance method of EndbWebSocket Returns : Promise.<Array> - - Array of documents ParamTypeDescription qstringSQL query as string or Template Literal [p]Array | ObjectPositional parameters, named parameters, or an array of either [m]booleanmany parameters flag Example // Simple query\nsql(\"SELECT * FROM users;\");\n// Positional parameters\nsql(\"INSERT INTO users (date, name) VALUES (?, ?);\", [new Date(), 'Aaron']);\n// Named parameters\nsql(\"INSERT INTO users {date: :d, name: :n};\", {d: new Date(), n: 'Aaron'});\n// Many positional parameters (batches)\nsql(\"INSERT INTO users (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true);\n// Many named parameters (batches)\nsql(\"INSERT INTO users {name: :n};\", [{n: 'Judy'}, {n: 'Addis'}], true);\n// All parameters (many parameters and accept header)\nsql(\"INSERT INTO users (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true, 'text/csv');\n// Named parameters via Template Literals\nsql(`INSERT INTO users (name) VALUES (${u});`, [{u: 'Michael'}]);","breadcrumbs":"Clients » JavaScript » EndbWebSocket","id":"249","title":"EndbWebSocket"},"25":{"body":"To create a new document, you can use the standard SQL INSERT command. INSERT INTO products (product_no, name, price) VALUES (1, 'Tofu', 7.99); To create multiple new documents at once, delimit their value lists with commas: INSERT INTO products (product_no, name, price) VALUES (1, 'Butter', 5.99), (2, 'Margarine', 4.99); It is also possible to insert a document directly using an OBJECT literal . INSERT INTO products {product_no: 3, name: 'Tea', price: 3.99}; To insert multiple documents directly, delimit documents with commas: INSERT INTO products {name: 'Coffee', price: 3.99}, {name: 'Croissant', price: 2.99}; It is possible to insert the results of a query: INSERT INTO cheap_products SELECT * FROM products WHERE price < 4.00;","breadcrumbs":"SQL Reference » Data Manipulation » INSERT","id":"25","title":"INSERT"},"250":{"body":"The Python client library is used to communicate with an Endb instance from a Python application. PyPI Package: endb","breadcrumbs":"Clients » Python » Python","id":"250","title":"Python"},"251":{"body":"Install Usage Examples Import Endb EndbWebSocket sql() Data Types Complete Examples Python API Reference","breadcrumbs":"Clients » Python » Table of Contents","id":"251","title":"Table of Contents"},"252":{"body":"pip install endb\npip install websockets # optional WebSocket support\npip install pyarrow # optional Apache Arrow support","breadcrumbs":"Clients » Python » Install","id":"252","title":"Install"},"253":{"body":"","breadcrumbs":"Clients » Python » Usage Examples","id":"253","title":"Usage Examples"},"254":{"body":"from endb import (Endb, EndbWebSocket)","breadcrumbs":"Clients » Python » Import","id":"254","title":"Import"},"255":{"body":"Use Endb to communicate with Endb over HTTP. It accepts optional url, accept, username, and password parameters. Accept headers default to LD-JSON and can be set to any valid content type listed in the HTTP API . If you have pyarrow installed, you can also use application/vnd.apache.arrow.file and application/vnd.apache.arrow.stream. e = Endb()\ne = Endb('http://localhost:3803/sql')\ne = Endb('http://localhost:3803/sql', 'text/csv')\ne = Endb('http://localhost:3803/sql', 'application/json', 'zig', 'zag') NOTE: Choosing accept headers other than LD-JSON will return Python data structures symmetrical with those returned from the respective accept header provided to the HTTP API. text/csv returns comma-delimited strings, application/json returns tuples as lists, and so on.","breadcrumbs":"Clients » Python » Endb","id":"255","title":"Endb"},"256":{"body":"Use the EndbWebSocket class to communicate with Endb over WebSockets. It accepts optional url, username, and password parameters. ews = EndbWebSocket()\news = EndbWebSocket('ws://localhost:3803/sql', 'zig', 'zag')","breadcrumbs":"Clients » Python » EndbWebSocket","id":"256","title":"EndbWebSocket"},"257":{"body":"The sql method is available to both Endb and EndbWebSocket. It accepts q, and optional p, m, and accept parameters and returns an list of strongly-typed documents. (See Python API Reference .) It is sychronous for Endb and asynchronous for EndbWebSocket. To ignore the p or m parameters but still supply an accept header, supply the default values or use a named (accept) parameter. from datetime import date, datetime, timezone\ne.sql(\"INSERT INTO USERS (date, name, email) VALUES (?, ?, ?);\", [datetime.now(timezone.utc), 'Aaron', 'aaron@canadahealth.ca'])\ne.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], True)\ne.sql(\"SELECT * FROM users;\", [], False, 'text/csv')\ne.sql(\"SELECT * FROM users;\", accept = 'text/csv')\ne.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], True, 'text/csv')","breadcrumbs":"Clients » Python » sql()","id":"257","title":"sql()"},"258":{"body":"When an LD-JSON (default) accept header is used, strongly typed data is returned according to this mapping: null - None xsd:date - datetime.date xsd:time - datetime.time xsd:dateTime - datetime.datetime xsd:base64Binary - bytes (from base64) xsd:integer - int For more information on Endb data types, see the Data Types doc .","breadcrumbs":"Clients » Python » Data Types","id":"258","title":"Data Types"},"259":{"body":"from endb import Endb\nfrom datetime import date, datetime, timezone\ne = Endb()\ne.sql(\"INSERT INTO users {name: 'Yuvi'}\")\ne.sql(\"SELECT * FROM users;\") e2 = Endb('http://localhost:3803/sql', 'application/json', 'zig', 'zag')\ne2.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], True, 'text/csv')\ne2.sql(\"SELECT * FROM users;\", [], False, 'application/json') When the websockets dependency is installed, it is possible to return asynchronous results to the Python interactive shell directly if you start it with python3 -m asyncio: from endb import EndbWebSocket\news = EndbWebSocket()\nawait ews.sql(\"INSERT INTO users {name: 'Lydia'}\")\nws_result = await ews.sql(\"SELECT * FROM users;\")\nprint(ws_result) ews2 = EndbWebSocket(username = 'zig', password = 'zag')\nawait ews2.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], True, 'text/csv')\nws_result = await ews2.sql(\"SELECT * FROM users;\", [], False, 'application/json')\nprint(ws_result)","breadcrumbs":"Clients » Python » Complete Examples","id":"259","title":"Complete Examples"},"26":{"body":"To update an existing row, you can use the standard SQL UPDATE command: UPDATE products SET price = 4.99 WHERE name = 'Coffee'; Set multiple columns by separating them with commads; UPDATE products SET price = 4.99, name = 'Kaapi' WHERE name = 'Coffee'; Because Endb is schemaless, each document (or row) has its own schema. As a result, you may want to remove a column from an individual row. You can do this with the UNSET operator: UPDATE products UNSET product_no WHERE name = 'Coffee';\nUPDATE products REMOVE product_no WHERE name = 'Coffee'; REMOVE is an alias for UNSET. It is possible to set and unset values in a single update. Unsetting a column which doesn't exist is not an error: UPDATE products SET price = 5.98 UNSET product_no WHERE name = 'Coffee';","breadcrumbs":"SQL Reference » Data Manipulation » UPDATE","id":"26","title":"UPDATE"},"260":{"body":"NOTE: The following API documentation is generated from source code docstrings in the endb repository .","breadcrumbs":"Clients » Python » Python API Reference","id":"260","title":"Python API Reference"},"261":{"body":"","breadcrumbs":"Clients » Python » endb module","id":"261","title":"endb module"},"262":{"body":"Bases: AbstractEndb An Endatabas client for the HTTP API url HTTP URL of an Endatabas instance Type: str accept Accept header content type Type: str username Username for HTTP Basic Auth Type: str password Password for HTTP Basic Auth Type: str sql(q, p=[], m=False, accept=None) Executes a SQL statement The SQL statement is sent to Endb.url over HTTP. Parameters: q ( str ) – SQL statement or query to execute p ( array_like , default= [ ] ) – Positional or named SQL parameters (or an array of either, if using many parameters) m ( bool , default=False ) – Many parameters flag accept ( str , optional ) – Accept header content type (defaults to Endb.accept) Raises: TypeError – Internal error if attempting to translate an unknown type to LD-JSON.","breadcrumbs":"Clients » Python » class endb.Endb(url='http://localhost:3803/sql', accept='application/ld+json', username=None, password=None)","id":"262","title":"class endb.Endb(url='http://localhost:3803/sql', accept='application/ld+json', username=None, password=None)"},"263":{"body":"Bases: AbstractEndb An Endatabas client for the HTTP API url HTTP URL of an Endatabas instance Type: str username Username for HTTP Basic Auth Type: str password Password for HTTP Basic Auth Type: str async close() Closes the WebSocket connection async sql(q, p=[], m=False, accept=None) Executes a SQL statement The SQL statement is sent to Endb.url over WebSockets. Parameters: q ( str ) – SQL statement or query to execute p ( array_like , default= [ ] ) – Positional or named SQL parameters (or an array of either, if using many parameters) m ( bool , default=False ) – Many parameters flag accept ( str , optional ) – Ignored. WebSocket communication is always in LD-JSON. Raises: AssertionError – If ‘id’ of request and response do not match. RuntimeError – If response from server contains an error.","breadcrumbs":"Clients » Python » class endb.EndbWebSocket(url='ws://localhost:3803/sql', username=None, password=None)","id":"263","title":"class endb.EndbWebSocket(url='ws://localhost:3803/sql', username=None, password=None)"},"264":{"body":"Reference documentation exists as a detailed perspective on each feature of Endb. It does not need to be read from beginning to end. Installation Operation Monitoring HTTP API WebSocket API Data Types","breadcrumbs":"Reference » Reference","id":"264","title":"Reference"},"265":{"body":"You only need one of the following installation options. If you followed the Quickstart, you already have the Docker Hub version installed.","breadcrumbs":"Reference » Installation » Installation","id":"265","title":"Installation"},"266":{"body":"Endb is still in early beta. While in beta, new versions are not guaranteed to have binary-compatible storage with previous versions. We encourage you to experiment with Endb but please do not use it in production until a General Availability release.","breadcrumbs":"Reference » Installation » Warning: Early Beta","id":"266","title":"Warning: Early Beta"},"267":{"body":"There are two major release channels available: stable and nightly. To run the nightly builds, replace endatabas/endb with endatabas/endb:nightly in the commands below. If you run Docker, you can use the default command below. --rm cleans up (optional), -p exposes the default endb port, and -v mounts a local volume so your data persists even if you shut down the Docker image. mkdir -p endb_data\ndocker pull endatabas/endb\ndocker run --rm -p 3803:3803 -v endb_data:/app/endb_data endatabas/endb If you run Podman, you'll need to specify the docker.io repo explicitly: mkdir -p endb_data\npodman pull docker.io/endatabas/endb\npodman run --rm -p 3803:3803 -v endb_data:/app/endb_data docker.io/endatabas/endb","breadcrumbs":"Reference » Installation » Installing from Docker Hub","id":"267","title":"Installing from Docker Hub"},"268":{"body":"If you want to run endb from the main branch, compile and build the Docker image: https://github.com/endatabas/endb/#building https://github.com/endatabas/endb/#docker","breadcrumbs":"Reference » Installation » Installing from Git: Docker","id":"268","title":"Installing from Git: Docker"},"269":{"body":"If you don't want Docker at all, you can compile and run the endb binary: https://github.com/endatabas/endb/#building ./target/endb NOTE: If you move the endb binary, be sure to copy libendb.so (Linux) or libendb.dylib (MacOS) into the same directory. This is because endb requires libendb to run.","breadcrumbs":"Reference » Installation » Installing from Git: Binary","id":"269","title":"Installing from Git: Binary"},"27":{"body":"Endb provides a PATCH operator, similar to the PATCH function . The PATCH operator is used in conjunction with UPDATE to set fields on a document (columns on a row) in a declarative fashion. UPDATE products PATCH {price: 1.98, product_no: products.product_no + 1000} WHERE price = 2.00; PATCH is based on RFC 7386: JSON Merge Patch .","breadcrumbs":"SQL Reference » Data Manipulation » UPDATE PATCH","id":"27","title":"UPDATE PATCH"},"270":{"body":"The endb executable aims to provide self-explanatory help for direct usage of the binary. See Monitoring for more information about logging, metrics, and tracing. $ endb --help\nUsage: endb [OPTIONS] Options: -d, --data-directory <DATA_DIRECTORY> [env: ENDB_DATA_DIRECTORY=] [default: endb_data] -h, --help Print help -V, --version Print version Authentication: --username <USERNAME> [env: ENDB_USERNAME=] --password <PASSWORD> [env: ENDB_PASSWORD=] Network: -p, --port <PORT> [env: ENDB_PORT=] [default: 3803] --bind-address <BIND_ADDRESS> [env: ENDB_BIND_ADDRESS=] [default: 0.0.0.0] --protocol <PROTOCOL> [env: ENDB_PROTOCOL=] [default: http] [possible values: http, https] --cert-file <CERT_FILE> [env: ENDB_CERT_FILE=] --key-file <KEY_FILE> [env: ENDB_KEY_FILE=] The -d option accepts a special value of :memory: to run an in-memory node, without persisting anything to disk. The --cert-file and --key-file options are ignored when --protocol is set to http. When --protocol is set to https, they are both required.","breadcrumbs":"Reference » Operation » Operation","id":"270","title":"Operation"},"271":{"body":"If you would like to back up your Endb data, you can use any commodity copy or sync tool (such as rsync) to maintain a copy of your --data-directory (ENDB_DATA_DIRECTORY). To restore that directory, stop Endb, replace or sync that directory where Endb is running, and restart Endb. In the future, a backup option will be provided for an object store separated from compute.","breadcrumbs":"Reference » Operation » Backup and Restore","id":"271","title":"Backup and Restore"},"272":{"body":"Endb exposes plaintext logs, Prometheus metrics, and optional OpenTelemetry tracing. Any one, or a combination, of these can be used to monitor an Endb instance. Some monitoring options are offered as flags. Set flags by setting the environment variable to 0 or 1 (ex. ENDB_LOG_ANSI=0).","breadcrumbs":"Reference » Monitoring » Monitoring","id":"272","title":"Monitoring"},"273":{"body":"By default, endb logs to STDOUT with a log level of endb=INFO. Adjust the log level with the ENDB_LOG_LEVEL environment variable. Endb uses Rust Logging and more details about log levels are available in that document. Other flags include: ENDB_LOG_ANSI - turns ANSI terminal colour output on or off (on by default) ENDB_LOG_THREAD_IDS - set to enable or disable logging of thread ids (enabled by default) Example: docker run --rm -e ENDB_LOG_LEVEL=endb=DEBUG -e ENDB_LOG_ANSI=0 -e ENDB_LOG_THREAD_IDS=1 -p 3803:3803 -v demo_data:/app/endb_data docker.io/endatabas/endb:latest","breadcrumbs":"Reference » Monitoring » Logging","id":"273","title":"Logging"},"274":{"body":"A Prometheus endpoint is available at /metrics. This endpoint is enabled by default. If your Endb instance is running locally, you can view metrics in a browser at http://localhost:3803/metrics The Prometheus tracing level defaults to endb=DEBUG. Set the tracing level with ENDB_TRACING_LEVEL.","breadcrumbs":"Reference » Monitoring » Prometheus","id":"274","title":"Prometheus"},"275":{"body":"To enable OpenTelemetry, set ENDB_TRACING_OTEL=1 and OTEL_EXPORTER_OTLP_ENDPOINT=http://localhost:4317/ Configuration options for the OTLP exporter and additional OTLP environment variables may also prove useful for configuration. The OpenTelemetry tracing level defaults to endb=DEBUG. Set the tracing level with ENDB_TRACING_LEVEL. At the moment, only gRPC metrics are exposed, not HTTP.","breadcrumbs":"Reference » Monitoring » OpenTelemetry","id":"275","title":"OpenTelemetry"},"276":{"body":"Endb exposes a number of metrics to the Prometheus endpoint and OpenTelemetry. These can be useful in debugging performance of applications connected to Endb.","breadcrumbs":"Reference » Monitoring » Metrics","id":"276","title":"Metrics"},"277":{"body":"query_real_time_duration_seconds query_gc_run_time_duration_seconds query_consed_bytes http_request_duration_seconds","breadcrumbs":"Reference » Monitoring » Histograms","id":"277","title":"Histograms"},"278":{"body":"queries_active interactive_transactions_active buffer_pool_usage_bytes dynamic_space_usage_bytes","breadcrumbs":"Reference » Monitoring » Counters","id":"278","title":"Counters"},"279":{"body":"websocket_message_internal_errors_total object_store_read_bytes_total object_store_written_bytes_total queries_total transactions_conflicted_total transactions_committed_total transactions_prepared_total transactions_retried_total wal_read_bytes_total wal_written_bytes_total http_requests_total","breadcrumbs":"Reference » Monitoring » Monotonic Counters","id":"279","title":"Monotonic Counters"},"28":{"body":"The SET operator permits paths on its left-hand side. The behaviour of the form UPDATE <table> SET <path> = <value> is identical to that of the path_set function. UPDATE users SET $.addresses[0].city = 'Chicago' WHERE name = 'Steven';","breadcrumbs":"SQL Reference » Data Manipulation » UPDATE SET $path","id":"28","title":"UPDATE SET $path"},"280":{"body":"Endb exposes a variety of tracing spans to OpenTelemetry. Tracing data is mostly useful if your Endb instance is not performing in the way you expect. buffer_pool_eviction build_info commit compaction constraints gc index log_replay log_rotation object_store_delete object_store_get object_store_list object_store_put query shutdown snapshot startup wal_append_entry wal_read_next_entry wal_fsync websocket_connections_active websocket_message_duration_seconds websocket_messages_total","breadcrumbs":"Reference » Monitoring » Tracing","id":"280","title":"Tracing"},"281":{"body":"If a client is not available for your programming language yet, your app can interact directly with the Endb HTTP API. Any HTTP client may be used but in the examples below we'll use curl to demonstrate the API without writing any code. You can send SQL statements to endb over HTTP: curl -d \"INSERT INTO users (name) VALUES ('Tianyu')\" -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql\ncurl -d \"SELECT * FROM users\" -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql You can send SQL to endb with standard HTTP Query Parameters, Verbs, Content Types, Accept Headers, and HTTP Basic Authentication. Each one is outlined below.","breadcrumbs":"Reference » HTTP API » HTTP API","id":"281","title":"HTTP API"},"282":{"body":"The query parameters Endb's HTTP endpoint accepts are: q - (q)uery: a SQL query, optionally parameterized p - (p)arameters: named or positional parameters m - (m)any parameter lists: bulk parameters , used for bulk insert/update","breadcrumbs":"Reference » HTTP API » HTTP Query Parameters","id":"282","title":"HTTP Query Parameters"},"283":{"body":"POST allows explicit Content Types and Accept headers: curl -d 'SELECT 1' -H \"Content-Type: application/sql\" -H \"Accept: text/csv\" -X POST http://localhost:3803/sql GET allows a single, simple URL. GET does not permit DML. curl -X GET \"http://localhost:3803/sql?q=SELECT%201\"","breadcrumbs":"Reference » HTTP API » HTTP Verbs","id":"283","title":"HTTP Verbs"},"284":{"body":"The HTTP Content-Type header is used to specify what format the client is sending data to Endb.","breadcrumbs":"Reference » HTTP API » Content Types","id":"284","title":"Content Types"},"285":{"body":"curl -d '{\"q\": \"SELECT * from products;\"}' -H \"Content-Type: application/json\" -X POST http://localhost:3803/sql\ncurl -d '{\"q\": \"SELECT * from products WHERE name = ?;\", \"p\": [\"Salt\"]}' -H \"Content-Type: application/json\" -X POST http://localhost:3803/sql\ncurl -d '{\"q\": \"INSERT INTO products {name: :name};\", \"p\": {\"name\": \"Paprika\"}}' -H \"Content-Type: application/json\" -X POST http://localhost:3803/sql NOTE: To enable strongly-typed values, payloads sent with the application/json content type have values resolved with JSON-LD scalars. Standard JSON values are a subset of JSON-LD scalars, so data sent as regular JSON is unaffected by this behaviour.","breadcrumbs":"Reference » HTTP API » application/json:","id":"285","title":"application/json:"},"286":{"body":"Although values in the application/json content type are resolved using JSON-LD scalars, you can explicitly specify an application/ld+json content type to avoid all ambiguity. See JSON-LD . curl -d '{\"q\": \"INSERT INTO events {start: :start};\", \"p\": {\"start\": {\"@type\": \"xsd:dateTime\", \"@value\": \"2011-04-09T20:00:00Z\"}}}' -H \"Content-Type: application/ld+json\" -X POST http://localhost:3803/sql","breadcrumbs":"Reference » HTTP API » application/ld+json","id":"286","title":"application/ld+json"},"287":{"body":"curl -d 'SELECT 1' -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql Submit parameters to application/sql by providing form data or query parameters. Form data and query parameters can be combined, though it is not necessarily recommended. curl -F q=\"INSERT INTO sauces {name: ?, color: ?};\" -X POST http://localhost:3803/sql?p=%5B%22ketchup%22%2C%22purple%22%5D","breadcrumbs":"Reference » HTTP API » application/sql:","id":"287","title":"application/sql:"},"288":{"body":"curl -F q=\"SELECT * from products;\" -H \"Content-Type: multipart/form-data\" -X POST http://localhost:3803/sql\ncurl -F q=\"INSERT INTO products {name: ?};\" -F p='[\"Sriracha\"]' -X POST http://localhost:3803/sql NOTE: Many HTTP clients (including curl) automatically assume a content type of multipart/form-data when form fields are provided. This is true for curl when the -F (--form) argument is used and it has been elided from further examples.","breadcrumbs":"Reference » HTTP API » multipart/form-data","id":"288","title":"multipart/form-data"},"289":{"body":"Although the other content types are preferable for obvious reasons, application/x-www-form-urlencoded is offered for completeness. curl -d 'q=SELECT%20*%20FROM%20products;' -H \"Content-Type: application/x-www-form-urlencoded\" -X POST http://localhost:3803/sql","breadcrumbs":"Reference » HTTP API » application/x-www-form-urlencoded","id":"289","title":"application/x-www-form-urlencoded"},"29":{"body":"The UNSET (synonym: REMOVE) operator permits paths on its left-hand side. The behaviour of the form UPDATE <table> UNSET <path> = <value> is identical to that of the path_remove function. UPDATE users UNSET $.addresses[0].city WHERE name = 'Steven';","breadcrumbs":"SQL Reference » Data Manipulation » UPDATE UNSET $path","id":"29","title":"UPDATE UNSET $path"},"290":{"body":"The HTTP Accept header is used to specify how data is returned to the Endb client. The default Accept header content type is application/json.","breadcrumbs":"Reference » HTTP API » Accept Headers","id":"290","title":"Accept Headers"},"291":{"body":"text/csv returns comma-separated rows. Column order from the SELECT clause is maintained. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,'csv')) t1\" -H \"Content-Type: application/sql\" -H \"Accept: text/csv\" -X POST http://localhost:3803/sql returns: \"column1\",\"column2\"\n2,\"csv\"\n1,\"hello\"","breadcrumbs":"Reference » HTTP API » text/csv","id":"291","title":"text/csv"},"292":{"body":"application/json returns rows as an array of JSON tuples. Column order from the SELECT clause is maintained. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,DATE('2023-07-22'))) t1\" -H \"Content-Type: application/sql\" -H \"Accept: application/json\" -X POST http://localhost:3803/sql returns: [[2,\"2023-07-22\"],[1,\"hello\"]]","breadcrumbs":"Reference » HTTP API » application/json","id":"292","title":"application/json"},"293":{"body":"application/x-ndjson returns newline-delimited JSON documents. Column order from the SELECT clause is not maintained. JSON documents cannot guarantee column order. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,DATE('2023-07-22'))) t1\" -H \"Content-Type: application/sql\" -H \"Accept: application/x-ndjson\" -X POST http://localhost:3803/sql returns: {\"column1\":2,\"column2\":\"2023-07-22\"}\n{\"column1\":1,\"column2\":\"hello\"}","breadcrumbs":"Reference » HTTP API » application/x-ndjson","id":"293","title":"application/x-ndjson"},"294":{"body":"application/ld+json returns documents of strongly-typed (\"Linking Data\") JSON records. Column order from the SELECT clause is not maintained. JSON documents cannot guarantee column order. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,DATE('2023-07-22'))) t1\" -H \"Content-Type: application/sql\" -H \"Accept: application/ld+json\" -X POST http://localhost:3803/sql returns: {\"@context\":{\"xsd\":\"http://www.w3.org/2001/XMLSchema#\",\"@vocab\":\"http://endb.io/\"},\"@graph\":[{\"column1\":2,\"column2\":{\"@value\":\"2023-07-22\",\"@type\":\"xsd:date\"}},{\"column1\":1,\"column2\":\"hello\"}]} See JSON-LD .","breadcrumbs":"Reference » HTTP API » application/ld+json","id":"294","title":"application/ld+json"},"295":{"body":"multipart/mixed returns documents as a valid multipart/mixed response, albeit all as LD-JSON. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,DATE('2023-07-22'))) t1\" -H \"Content-Type: application/sql\" -H \"Accept: multipart/mixed\" -X POST http://localhost:3803/sql returns: --369d7885-c6e9-4b01-93c9-9449a5fcd637\nContent-Type: application/ld+json {\"@context\":{\"xsd\":\"http://www.w3.org/2001/XMLSchema#\",\"@vocab\":\"http://endb.io/\"},\"@graph\":[{\"column1\":2,\"column2\":{\"@value\":\"2023-07-22\",\"@type\":\"xsd:date\"}},{\"column1\":1,\"column2\":\"hello\"}]} --369d7885-c6e9-4b01-93c9-9449a5fcd637--","breadcrumbs":"Reference » HTTP API » multipart/mixed","id":"295","title":"multipart/mixed"},"296":{"body":"application/vnd.apache.arrow.file returns columnar data as an Apache Arrow file. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,DATE('2023-07-22'))) t1\" -H \"Content-Type: application/sql\" -H \"Accept: application/vnd.apache.arrow.file\" -X POST http://localhost:3803/sql --output hello.arrow The above command returns a file containing a single RecordBatch in an Apache Arrow file in IPC format. You can examine the file with functions like pyarrow.ipc.open_file , as seen in this gist .","breadcrumbs":"Reference » HTTP API » application/vnd.apache.arrow.file","id":"296","title":"application/vnd.apache.arrow.file"},"297":{"body":"application/vnd.apache.arrow.stream returns columnar data as an Apache Arrow stream. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,DATE('2023-07-22'))) t1\" -H \"Content-Type: application/sql\" -H \"Accept: application/vnd.apache.arrow.stream\" -X POST http://localhost:3803/sql --output streamed.arrows The above command returns a file containing an Apache Arrow IPC stream. You can examine the file with functions like pyarrow.ipc.open_stream , as seen in this gist .","breadcrumbs":"Reference » HTTP API » application/vnd.apache.arrow.stream","id":"297","title":"application/vnd.apache.arrow.stream"},"298":{"body":"Endb supports HTTP Basic Authentication as defined by RFC 7235 . Pass --username and --password arguments to the endb binary to force basic authentication for HTTP connections. (See Operation for more details, including environment variables which can be passed to Docker images.) ./target/endb --username zig --password zag Then, from any HTTP client, provide the username and password combination to execute queries. curl --user zig:zag -d \"SELECT 'Hello World';\" -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql If the client passes an incorrect username or password, it will receive a 401 Authorization Required HTTP status code as a result, but no body. Be aware of this to ensure client code is written to detect 401 status codes. $ curl -i --user zig:wrong -d \"SELECT 'Hello World';\" -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql\nHTTP/1.1 401 Authorization Required NOTE: HTTP Basic Auth is not secure without the additional use of HTTPS.","breadcrumbs":"Reference » HTTP API » HTTP Basic Authentication","id":"298","title":"HTTP Basic Authentication"},"299":{"body":"SQL parameters are available to: application/json and application/ld+json as part of the POST body multipart/form-data as form data application/x-www-form-urlencoded as URL query parameters application/sql as form data and/or URL query parameters Parameters can be JSON literals, JSON-LD scalars, or SQL literals. A JSON-LD scalar always has the form: {\"@type\": \"xsd:TYPE\", \"@value\": \"DATA\"}. JSON-LD types are listed under the Data Types table.","breadcrumbs":"Reference » HTTP API » Parameters","id":"299","title":"Parameters"},"3":{"body":"Endb is still in early beta. While in beta, new versions are not guaranteed to have binary-compatible storage with previous versions. We encourage you to experiment with Endb but please do not use it in production until a General Availability release.","breadcrumbs":"Tutorial » Warning: Early Beta","id":"3","title":"Warning: Early Beta"},"30":{"body":"To delete an existing row, use the standard SQL DELETE command. DELETE FROM products WHERE price = 5.98; You may delete all rows from a table by eliding the WHERE clause: DELETE FROM products; Note: In Endb, DELETE does not remove any data. It is always possible to view data prior to the DELETE with time queries . If you need to remove data for compliance (with laws such as GDPR or PIPEDA), use ERASE .","breadcrumbs":"SQL Reference » Data Manipulation » DELETE","id":"30","title":"DELETE"},"300":{"body":"Named parameters substitute parameter placeholders with the form :param by the parameter key with the corresponding name. Named parameters are represented as a JSON object. curl -d '{\"q\": \"INSERT INTO products {name: :name, price: :price};\", \"p\": {\"name\": \"Paprika\", \"price\": 2.99}}' -H \"Content-Type: application/json\" -X POST http://localhost:3803/sql\ncurl -d '{\"q\": \"INSERT INTO events {start: :start};\", \"p\": {\"start\": {\"@type\": \"xsd:dateTime\", \"@value\": \"2011-04-09T20:00:00Z\"}}}' -H \"Content-Type: application/ld+json\" -X POST http://localhost:3803/sql\ncurl -F q=\"INSERT INTO products {name: :sauce};\" -F p='{\"sauce\": \"Sriracha\"}' -X POST http://localhost:3803/sql","breadcrumbs":"Reference » HTTP API » Named Parameters","id":"300","title":"Named Parameters"},"301":{"body":"Positional parameters substitute parameter placeholders with the form ? by the parameter values, in the order they appear. Positional parameters are respresented as a JSON array. curl -d '{\"q\": \"SELECT * FROM products WHERE name = ? AND price > ?;\", \"p\": [\"Salt\", 3.99]}' -H \"Content-Type: application/json\" -X POST http://localhost:3803/sql\ncurl -d '{\"q\": \"INSERT INTO events {start: ?};\", \"p\": [{\"@type\": \"xsd:dateTime\", \"@value\": \"2011-04-09T20:00:00Z\"}]}' -H \"Content-Type: application/ld+json\" -X POST http://localhost:3803/sql\ncurl -F q=\"INSERT INTO products {name: ?};\" -F p='[\"Sriracha\"]' -X POST http://localhost:3803/sql","breadcrumbs":"Reference » HTTP API » Positional Parameters","id":"301","title":"Positional Parameters"},"302":{"body":"Bulk operations are possible by setting the m flag to true. Bulk operations are available to both named and positional parameters. The list of parameters supplied in bulk must be nested in an array. curl -d '{\"q\": \"INSERT INTO products {name: :name};\", \"p\": [{\"name\": \"Soda\"}, {\"name\": \"Tonic\"}], \"m\": true}' -H \"Content-Type: application/json\" -X POST http://localhost:3803/sql\ncurl -F q=\"INSERT INTO sauces {name: ?, color: ?};\" -F p='[[\"Mustard\", \"Yellow\"], [\"Ketchup\", \"Red\"]]' -F m=true -X POST http://localhost:3803/sql","breadcrumbs":"Reference » HTTP API » Bulk Parameters","id":"302","title":"Bulk Parameters"},"303":{"body":"As it is possible to receive Apache Arrow data from an Endb query, it is possible to submit Apache Arrow as a statement parameter. The example below assumes the existence of a a table called names, which only contains one column (name). Apache Arrow Streams can also be used as parameters in the same way. # create a sample Arrow file:\ncurl -d \"SELECT * FROM names;\" -H \"Content-Type: application/sql\" -H \"Accept: application/vnd.apache.arrow.file\" -X POST http://localhost:3803/sql --output names.arrow\n# use the sample Arrow file:\ncurl -F m=true -F q=\"INSERT INTO projects {name: :name};\" -F \"p=@names.arrow;type=application/vnd.apache.arrow.file\" -X POST http://localhost:3803/sql NOTE: This feature should be used with caution. Do not submit arbitrary Arrow files as parameters. If a malformed Arrow file is submitted, the error message returned (if any) is unlikely to provide guidance. Preferably, Arrow files should be created using Endb itself, as in the example above. Most users will prefer to use a human-readable file format instead, such as a JSON variant or static SQL statements.","breadcrumbs":"Reference » HTTP API » Apache Arrow File Parameters","id":"303","title":"Apache Arrow File Parameters"},"304":{"body":"Bulk inserts are possible by combining the tools mentioned under Parameters . For example, the OBJECTS keyword can insert an array of object literals. Note that each object used as a positional parameter must be wrapped in a JSON array, since there may be more than one positional parameter supplied. Similarly, each named parameter must be wrapped in an object containing a key of the corresponding name. curl -F m=true -F q=\"INSERT INTO products OBJECTS ?\" -F p=\"[[{name: 'jam'}], [{name: 'butter'}]]\" -X POST http://localhost:3803/sql\ncurl -F m=true -F q=\"INSERT INTO products OBJECTS :product\" -F p=\"[{product: {name: 'jelly'}}, {product: {name: 'ghee'}}]\" -X POST http://localhost:3803/sql","breadcrumbs":"Reference » HTTP API » Bulk Insert","id":"304","title":"Bulk Insert"},"305":{"body":"It is possible to pass multiple SQL statements to Endb by delimiting them with semicolons. Parameters will be passed to all statements in order. Only the result of the last statement is returned to the client. In the following example, the INSERT will be successful but will not return a result. The SELECT will return to the client. curl --form-string q=\"INSERT INTO sauces {name: ?, color: ?}; SELECT {namo: ?, colour: ?};\" -F p='[\"Mustard\", \"Yellow\", \"Ketchup\", \"Red\"]' -X POST http://localhost:3803/sql NOTE: --form-string is required instead of --form to send semicolon-delimited statements with curl.","breadcrumbs":"Reference » HTTP API » Multiple Statements","id":"305","title":"Multiple Statements"},"306":{"body":"If a client is not available for your programming language yet, your app can interact directly with the Endb WebSocket API. Any WebSocket client can be used but in the examples below we'll use websocat to demonstrate the API without writing any code. Connect to Endb with: websocat ws://localhost:3803/sql You can send SQL statements to endb over WebSockets with JSON-RPC 2.0 . {\"jsonrpc\": \"2.0\", \"id\": 1, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO users (name) VALUES (?);\", \"p\": [[\"Tsehay\"], [\"Iniku\"]], \"m\": true}}\n{\"jsonrpc\": \"2.0\", \"id\": 2, \"method\": \"sql\", \"params\": {\"q\": \"SELECT * FROM users;\", \"p\": [], \"m\": false}} NOTE: To send the method calls above, paste them into a websocat session one-at-a-time and press <enter>. Further examples will assume JSON-RPC strings are sent in an existing websocat session.","breadcrumbs":"Reference » WebSocket API » WebSocket API","id":"306","title":"WebSocket API"},"307":{"body":"Following the JSON-RPC 2.0 spec, a SQL statement or query to the Endb WebSocket API requires these components: id - a string or integer identifier used to correlate requests to responses method - always the string \"sql\" params - request params are sent as JSON-RPC by-name request parameters, as listed below","breadcrumbs":"Reference » WebSocket API » JSON-RPC Request Object","id":"307","title":"JSON-RPC Request Object"},"308":{"body":"q - (q)uery: a SQL query, optionally parameterized p - (p)arameters: named or positional SQL parameters m - (m)any parameter lists: bulk parameters , used for bulk insert/update","breadcrumbs":"Reference » WebSocket API » JSON-RPC Request Parameters","id":"308","title":"JSON-RPC Request Parameters"},"309":{"body":"A response from the Endb WebSocket API will include these components: id - the id provided in the request object, so it can be correlated result - the response, encoded as JSON-LD, as in this example: {\"jsonrpc\":\"2.0\", \"id\":111, \"result\":{\"@context\":{\"xsd\":\"http://www.w3.org/2001/XMLSchema#\",\"@vocab\":\"http://endb.io/\"},\"@graph\":[{\"name\":\"Hing\",\"price\":2.99}]}} If your query is invalid or causes an internal error, you will receive an error instead, which includes: id - the id of the request object, if one was provided (otherwise null) error - a code and message, as returned by Endb {\"jsonrpc\":\"2.0\", \"id\":222, \"error\":{\"code\":-32603,\"message\":\"Error: Unknown table: users\\n ╭─[<unknown>:1:15]\\n │\\n 1 │ SELECT * FROM users;\\n │ ──┬── \\n │ ╰──── Unknown table\\n───╯\\n\"}}","breadcrumbs":"Reference » WebSocket API » JSON-RPC Response Object","id":"309","title":"JSON-RPC Response Object"},"31":{"body":"Endb provides flexible upserts with the common ON CONFLICT clause. When the INSERT command detects a conflict, it will perform the instructions in the DO clause. The following command needs to be executed twice to see the upsert effect. INSERT INTO products {name: 'Pepper', price: 9.99} ON CONFLICT (name, price) DO UPDATE SET v = 2; To specify no operation on conflict, use DO NOTHING: INSERT INTO products {name: 'Pepper', price: 9.99} ON CONFLICT (name, price) DO NOTHING; To reference the document currently being inserted, the DO clause provides a statement-local relation named excluded. INSERT INTO products {name: 'Salt', price: 6};\nINSERT INTO products {name: 'Salt', price: 7} ON CONFLICT (name) DO UPDATE SET price = excluded.price; Similarly, the existing table is still available in the DO clause to provide further filtering: INSERT INTO products {product_no: 99, name: 'Cumin', price: 3.00, v: 5};\nINSERT INTO products {product_no: 99, name: 'Cumin', price: 5.00, v: 6} ON CONFLICT (product_no, name) DO UPDATE SET price = excluded.price, v = excluded.v WHERE products.v < 6;","breadcrumbs":"SQL Reference » Data Manipulation » ON CONFLICT (Upsert)","id":"31","title":"ON CONFLICT (Upsert)"},"310":{"body":"Endb supports HTTP Basic Authentication, as defined by RFC 7235 , on top of RFC 6455 . This is because the WebSocket Protocol RFC (6455) does not define authentication mechanisms itself. Pass --username and --password arguments to the endb binary to force basic authentication for HTTP connections. (See Operation for more details, including environment variables which can be passed to Docker images.) ./target/endb --username zig --password zag Then, use Basic Auth headers to connect to Endb: websocat -H='Authorization: Basic' ws://zig:zag@localhost:3803/sql Rather than Authorization: Basic, the Sec-WebSocket-Protocol header may be used. It is offered because web browsers do not support the Basic Auth header over WebSockets.","breadcrumbs":"Reference » WebSocket API » WebSocket Basic Authentication","id":"310","title":"WebSocket Basic Authentication"},"311":{"body":"SQL parameters to a WebSocket request are always JSON-LD . A JSON-LD scalar always has the form: {\"@type\": \"xsd:TYPE\", \"@value\": \"DATA\"}. JSON-LD types are listed under the Data Types table. For example, if a strongly-typed DateTime is required, it can be submitted like so: {\"jsonrpc\": \"2.0\", \"id\": 11, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO users (name, date) VALUES (?, ?);\", \"p\": [\"dosha\", {\"@value\": \"2024-01-29T18:18:30.129159\", \"@type\": \"xsd:dateTime\"}], \"m\": false}}","breadcrumbs":"Reference » WebSocket API » Parameters","id":"311","title":"Parameters"},"312":{"body":"Named SQL parameters substitute parameter placeholders with the form :param by the parameter key with the corresponding name. Named parameters are represented as a JSON object. {\"jsonrpc\": \"2.0\", \"id\": 111, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO products {name: :name, price: :price};\", \"p\": {\"name\": \"Hing\", \"price\": 2.99}, \"m\": false}}\n{\"jsonrpc\": \"2.0\", \"id\": 112, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO events {start: :start};\", \"p\": {\"start\": {\"@type\": \"xsd:dateTime\", \"@value\": \"2021-04-09T20:00:00Z\"}}, \"m\": false}}","breadcrumbs":"Reference » WebSocket API » Named Parameters","id":"312","title":"Named Parameters"},"313":{"body":"Positional SQL parameters substitute parameter placeholders with the form ? by the parameter values, in the order they appear. Positional parameters are respresented as a JSON array. {\"jsonrpc\": \"2.0\", \"id\": 211, \"method\": \"sql\", \"params\": {\"q\": \"SELECT * FROM products WHERE name = ? AND price > ?;\", \"p\": [\"Hing\", 2.00], \"m\": false}}\n{\"jsonrpc\": \"2.0\", \"id\": 213, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO events {start: ?};\", \"p\": [{\"@type\": \"xsd:dateTime\", \"@value\": \"2021-04-09T20:00:00Z\"}], \"m\": false}}","breadcrumbs":"Reference » WebSocket API » Positional Parameters","id":"313","title":"Positional Parameters"},"314":{"body":"Bulk operations are possible by setting the m flag to true. Bulk operations are available to both named and positional parameters. The list of parameters supplied in bulk must be nested in an array. {\"jsonrpc\": \"2.0\", \"id\": 311, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO users {name: :name};\", \"p\": [{\"name\": \"Sungwon\"}, {\"name\": \"Olga\"}], \"m\": true}}\n{\"jsonrpc\": \"2.0\", \"id\": 312, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO sauces {name: ?, color: ?};\", \"p\": [[\"Sriracha\", \"#FE6F5E\"], [\"Gochujang\", \"#FF8066\"]], \"m\": true}}","breadcrumbs":"Reference » WebSocket API » Bulk Parameters","id":"314","title":"Bulk Parameters"},"315":{"body":"Unlike the HTTP API , the WebSocket API is stateful and thus capable of explicit transactions. See the Transactions documentation for further details on SQL syntax. {\"jsonrpc\": \"2.0\", \"id\": 411, \"method\": \"sql\", \"params\": {\"q\": \"BEGIN TRANSACTION;\", \"p\": [], \"m\": false}}\n{\"jsonrpc\": \"2.0\", \"id\": 412, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO delete_me {name: 'Roll Me Back'};\", \"p\": [], \"m\": false}}\n{\"jsonrpc\": \"2.0\", \"id\": 413, \"method\": \"sql\", \"params\": {\"q\": \"ROLLBACK;\", \"p\": [], \"m\": false}}\n{\"jsonrpc\": \"2.0\", \"id\": 414, \"method\": \"sql\", \"params\": {\"q\": \"SELECT * FROM delete_me;\", \"p\": [], \"m\": false}}","breadcrumbs":"Reference » WebSocket API » Transactions","id":"315","title":"Transactions"},"316":{"body":"","breadcrumbs":"Reference » Data Types » Data Types","id":"316","title":"Data Types"},"317":{"body":"Endb supports the following native scalar types for now. JSON-LD values with a type of @json will be returned from Endb as JSON literals, verbatim. The @type listed in parentheses is for reference purposes only. JSON literal types are implicit so a @value/@type pair is not returned for a JSON literal. SQL JSON-LD Example Literal Description NULL @json null Null, nil, undefined, or missing TEXT @json (xsd:string) \"hello\" UTF-8 string BOOLEAN @json (xsd:boolean) FALSE 8-bit boolean INTEGER @json (xsd:int[eger]) 42 64/128-bit two's complement integer REAL @json (xsd:double) 9007199254740992.123 64-bit IEEE 754 floating point number TIMESTAMP xsd:dateTime 2007-01-01T00:00:00 ISO microsecond precision timestamp DATE xsd:date 2007-01-01 ISO date TIME xsd:time 23:30:00 ISO time INTERVAL xsd:duration PT12H34M56.789S ISO interval BLOB xsd:base64Binary x'DEADBEEF' Binary large object SQL Data Types are covered in detail in the SQL Reference.","breadcrumbs":"Reference » Data Types » Scalars","id":"317","title":"Scalars"},"318":{"body":"SQL JSON-LD Example Literal Description ARRAY @json [\"Joe\", \"Dan\", \"Dwayne\"] Zero-based array OBJECT @json {n: 3, b: 2023-01-01} Object, map, dict, document","breadcrumbs":"Reference » Data Types » Collections","id":"318","title":"Collections"},"319":{"body":"SQL JSON-LD Description DECIMAL xsd:decimal Arbitrary precision decimal. Use 2 BIGINTs or VARCHAR URI xsd:anyURI Unsupported. Use VARCHAR UUID @json (xsd:string) Unsupported. Use VARCHAR or BLOB If you strongly feel you need a native representation of one of these types, email us: hello@endatabas.com","breadcrumbs":"Reference » Data Types » Unsupported Scalar Types","id":"319","title":"Unsupported Scalar Types"},"32":{"body":"ERASE completely removes documents (rows) from visibility to any queries. Once a document has been erased, it is no longer possible to query for it at all. ERASE FROM products WHERE name = 'Salt';","breadcrumbs":"SQL Reference » Data Manipulation » ERASE","id":"32","title":"ERASE"},"320":{"body":"What? Why? Architecture Roadmap License","breadcrumbs":"Appendix » Appendix","id":"320","title":"Appendix"},"321":{"body":"From the outside, Endatabas (or Endb ) is an open source SQL document database with full history. On the inside, this means all records in Endatabas are immutable. An ERASE statement is provided for compliance with laws and policies like GDPR. Time-travel is possible, but queries default to \"as-of-now\". (Which is the thing you want 97% of the time.) Rows are \"schema-last\" documents and joins can be arbitrary, but queries are written in SQL. Endb stores data in Apache Arrow: scalars are strongly typed, the on-disk format is columnar, and the execution engine understands rows and columns. Endb separates storage from compute to provide unlimited disk space. In Swedish, Endatabas means both \"a database\" and \" one database\". This One Database Dream is twofold: Endb hopes to provide HTAP , so a secondary analytics database is not required for most users. Endb plans to use AI ( adaptive indexing ) to provide fast OLTP and OLAP queries on cheap, elastic infrastructure.","breadcrumbs":"Appendix » What? » What is Endatabas?","id":"321","title":"What is Endatabas?"},"322":{"body":"After years of market research, the complaint of database users is universal: \"I want to stop babysitting the database.\" This can mean many things but they're all expensive and complex. The database equivalent of Greenspun's 10th Rule might be \"any sufficiently complicated backend system contains an ad-hoc, informally-specified, bug-ridden, slow implementation of half a database.\" This was true for much of the work we did in the 2010s and 2020s. \"Babysitting\" is sometimes the energy wasted by repeatedly building and maintaining ad-hoc databases for ourselves instead of building tools for customers. Buying data products also requires babysitting. DBAs babysit Oracle indexes. Developers babysit Postgres query optimizations. Data engineers babysit ETL pipelines. Analysts baybsit Redshift history. SREs babysit Aurora costs. Endb can't solve all these problems, but it attempts to be a jack-of-all-trades database that solves as many as it can — for as many people as it can.","breadcrumbs":"Appendix » What? » Who wants One Database?","id":"322","title":"Who wants One Database?"},"323":{"body":"After years of Computer Science research, it's also clear a sea change in database tech is due... right about now. (Give or take ten years. Our timing may be off.) Hellerstein and Stonebraker's What Goes Around Comes Around remains true, decade after decade, since it was published in 2004. As always, the relational data model is still king and SQL is still the lingua franca of databases. Together, they assimilate new rivals every decade or so. Endatabas tries to stand right at the center of this upcoming collapse of the data toolchain. If we, as an industry, can drop a decade's vestigial growth in favour of a tighter, simpler solution? Wonderful. But what if we could shed a half-century's vestiges? Perhaps event streams, relations, documents, graphs, temporal data, ETL and CDC can all live under one roof for many businesses. Let's see. We're not sure if we can make this work. But it's exciting to try. — One Database: Clean. Simple. Less. (Read more in Why Endatabas? )","breadcrumbs":"Appendix » What? » When is One Database possible?","id":"323","title":"When is One Database possible?"},"324":{"body":"(Read more in What is Endatabas? ) Why did we build Endatabas (aka Endb) at all? Isn't one of the many ( many ) existing databases good enough? Many incumbent databases serve their use cases and markets well. But the demands placed on databases are growing rapidly. These demands pull in multiple directions, all at once, and existing technology cannot support them without introducing enormous complexity. Metamorphosis is required. Endb takes good ideas and makes them easier to access, while reducing operational headache. It does not try to be flashy or unnecessarily revolutionary. Instead, it tries to be simple and familiar on the surface while providing a lot of new power under the covers. Let's talk about what that means in clear, concrete terms.","breadcrumbs":"Appendix » Why? » Why Endatabas?","id":"324","title":"Why Endatabas?"},"325":{"body":"The tagline \"SQL Document Database With Full History\" says a lot, but it doesn't say everything. Endatabas is, first and foremost, an immutable database . That's the Full History part. But storing all your data, forever, has clear implications. We consider these implications to be the pillars of Endatabas. In 3D geometry, the legs of a tripod are mutually supportive; as long as all three feet are in contact with the ground, the tripod will not wobble or collapse. So it is with the pillars. Each supports and implies the others. The pillars are as follows: Full History (requires: immutable data and erasure) Timeline (requires: time-traveling queries) Separation of Storage from Compute (requires: light and adaptive indexing) Documents (requires: schemaless tables, \"schema-per-row\", arbitrary joins) Analytics (requires: columnar storage and access) At the top of this five-dimensional structure is SQL, the lingua franca of database queries. We believe it is the right time to integrate these ideas. But first let's go back a few decades to see how we got here.","breadcrumbs":"Appendix » Why? » What is Endatabas, anyway?","id":"325","title":"What is Endatabas, anyway?"},"326":{"body":"None of the ideas in Endatabas are new. George Copeland's What if mass storage were free? asked, back in 1980, what an immutable database might look like. His prescient vision for a database with full history enjoys the clarity of a researcher at the beginning of the database era. People have occasionally asked of Endatabas, \"why bother retaining all history?\" But this is the wrong question. The real question is: \"why bother destroying data?\" Copeland's answers, \"The deletion concept was invented to reuse expensive computer storage.\" The software industry has grown so accustomed to the arbitrary deletion of historical data that we now take destroying data for granted. Mass storage is not free yet — but it is cheap. Copeland himself addresses \"a more realistic argument: if the cost of mass storage were low enough, then deletion would become undesirable.\" Any system that exploits the separation of storage and compute can enjoy these low costs. An immutable dataset and a timeline of changing states are two sides of the same coin. Previous states carry the innate property of time (whether defined by familiar wall clocks or versions or logical clocks). Jensen and Snodgrass have thoroughly researched time-related database queries. Much of their work was published in the 1990s and early 2000s. Storing time, querying across time, time as a value ... these challenging subjects eventually grew to form SQL:2011 . Most SQL databases have struggled to implement SQL:2011. Incorporating time as a core concept in mutable databases (those which support destructive updates and deletes) amplifies existing complexity. Time should simplify the database, not complicate it. Document databases have a more convoluted story. Attempts at \"schemaless\", semi-structured, document, and object databases stretch from Smalltalk in the 1980s to C++ in the 1990s to Java and graphs in the 2000s to JSON in the 2010s . Despite all this, the most successful semi-structured document store, as of 2023, is a Postgres database with JSON columns. Database users desire flexible storage and querying — but yesterday's weather says they desire SQL more. Can't we have both? SQL has four identities, four histories. There is an SQL of academia, born of Codd's relational algebra (1970) and Chamberlin/Boyce SEQUEL (1974) , grown over decades with research like Snodgrass/Jensen's TSQL2. Then there is the SQL of industry, the many-tentacled leviathan of IBM, Oracle, and Microsoft: the SQL sold to businesses and governments, ceaselessly bifurcated into new dialects with each version and implementation. Between these two rests the SQL of the ISO specification — unified across 11 published standards, from SQL-86 to SQL:2023, spanning thousands of pages, adhered to by no single database. [1] Last, there is colloquial SQL, the language one refers to by the question, \"do you know SQL?\" These four threads are intertwined across four decades, making it very difficult to clearly define what is meant by \"SQL\", even in very narrow contexts. Colloquial SQL is of greatest interest to us. This is the ubiquitous query language any new database must implement to succeed. Khoshafian and Copeland introduced the Decomposition Storage Model (DSM) in 1985. The four decades that followed saw any number of approaches to data analytics. Most of the time, however, these demanded expensive data acrobatics: data was piped, streamed, dumped, and copied into denormalized cubes and time-series databases. As humanity grew out of the batch processing of the 1980s into the always-online society of the 2020s, analytics data became another form of operational data and this pipeline was looped back to users and customers. Hybrid Transactional/Analytical Processing (HTAP) promises a simpler, natural successor to OLTP and OLAP systems. For many businesses, the transactional/analytical divide is as arbitrary as destroying data with every state change. Humanity will arbitrarily destroy data in 2026 because hard disks were expensive in 1986. Similarly, we will wastefully query data with multiple systems in 2026 because CPUs were slow in 1986.","breadcrumbs":"Appendix » Why? » History","id":"326","title":"History"},"327":{"body":"When you approach Endb from a distance, you won't see the pillars at first. You'll see the structure they support. This structure also binds the pillars together. The query language of a database is its glue. It is the user interface. It defines the user experience. It is at once a programming language, a dialogue, an envelope, a protocol. But a query engine is not divorced from its query language, and so the language choice also informs system design and behaviour. There are mundane reasons for choosing SQL. If asked \"do you know SQL?\" there's a high probability the answer is \"yes.\" SQL is the language of data science and third-party tools. If any sufficiently successful database has to provide SQL access anyway, one may as well start there. But this is not why we chose SQL. We believe SQL can be beautiful. As mentioned in History , we are primarily concerned with colloquial SQL. The other threads of SQL are relevant but Endb will never implement the entire SQL specification. Instead, the Endb SQL dialect unifies the pillars under one strongly-dynamically-typed umbrella, a variation of the SQLite dialect. SQLite's applications are quite different from those of Endatabas, so Endb SQL is not weakly-typed and Endb types are not a free-for-all. Instead, Endb internally adopts types from Apache Arrow , which it uses as a storage medium. When considering alternatives, there are no direct contenders. Cypher, Datalog, MongoDB query documents, and other schemaless query languages work well for one database implementation but lack both mindshare and standards. PartiQL, SQL++, and other NewSQL languages that depart from SQL suffer precisely because they are almost SQL. One can fantasize about designing a query language from scratch but it's very easy to get wrong and takes decades to build mindshare. SQL has been through this decades-long gauntlet. Just as PL/SQL and T-SQL differ, so will Endb SQL from other dialects. However, colloquial SQL is comparable to colloquial Hindi — at higher levels, it bifurcates into Urdu and Sanskrit but speakers of both lineages understand one another. Endb SQL will be familiar to users of other SQL dialects. With its long, rich history SQL not only has the necessary theoretical underpinnings but the battle scars of technology that lasts. It sits alongside POSIX, TCP/IP, LISP, C, and the QWERTY keyboard layout. It will see its centenary.","breadcrumbs":"Appendix » Why? » Why SQL?","id":"327","title":"Why SQL?"},"328":{"body":"Even if we ignore Copeland's dream of mass storage from 1980, it is easy to see why destroying data is harmful. To destroy data is to destroy facts — to lie about the truth of what happened. Few modern systems permit the total destruction of data for this obvious reason. Some choose to create audit tables: users_audits, sales_audits, and so on. Some choose to log anything and everything. \"It's on disk somewhere.\" It's not uncommon for companies to extract metrics from logs to create invoices and reports, turning a log file into a bespoke immutable database. Industries which take their data very seriously (banking, healthcare) already store immutable records. They just do so in a mutable database. Append-only tables are not new, but they're an order of magnitude easier to work with — for both users and operators — if the database is append-only from the ground up. These same industries will resist the destruction of data unless absolutely necessary, but they will bend to necessity. Erasure is concomitant with immutability — we cannot have one without the other. The existing designs of databases create serious problems for privacy. DELETE, when overloaded to mean both \"save disk space\" and \"explicitly remove this data\", becomes opaque. It does not leave any queryable record of the deletion. Removing data should keep tombstones so it's at least known that some data was removed.","breadcrumbs":"Appendix » Why? » Why Full History?","id":"328","title":"Why Full History?"},"329":{"body":"Keeping your data's entire history is the write-side of the equation. If you didn't care about getting this data back, you could just dump it into an unintelligible pile. But you not only want your data back, you want to query it in the easiest way possible. One very sensible way to see and query immutable data is along a timeline. Endb makes no assumptions about your desire to participate in this timeline. By default, everything is visible as-of-now but querying the past should feel effortless. -- without time travel:\nSELECT * FROM products;\n-- time travel to 2020:\nSELECT * FROM products FOR SYSTEM_TIME AS OF 2020-08-25T00:00:00;","breadcrumbs":"Appendix » Why? » Why a timeline?","id":"329","title":"Why a timeline?"},"33":{"body":"The WITH keyword can create Common Table Expressions (CTEs) for DML, just as it can for queries . WITH top_margin_products AS (SELECT product_no, name FROM products WHERE (price - cost) > 5.00)\nINSERT INTO banner_products SELECT product_no, name FROM top_margin_products;","breadcrumbs":"SQL Reference » Data Manipulation » WITH (Common Table Expressions)","id":"33","title":"WITH (Common Table Expressions)"},"330":{"body":"Separating storage from compute is an implementation detail. AWS customers don't choose Amazon Aurora because they're craving this separation. Decoupling storage from compute makes scale (both up and down) trivial. It also introduces the possibility of \"reducing network traffic, ... fast crash recovery, failovers to replicas without loss of data, and fault-tolerant, self-healing storage.\" This decoupling is concomitant with Light and Adaptive Indexing . It is undesirable to manually construct expensive indexes for unknown future schemas over (effectively) infinite data. Instead, we should let machine learning handle this job.","breadcrumbs":"Appendix » Why? » Why Separation of Storage and Compute?","id":"330","title":"Why Separation of Storage and Compute?"},"331":{"body":"It can be argued that \"why documents?\" is really multiple questions: why schemaless? why nested data? why dynamic SQL? First, the challenges. It is extremely difficult to force global schema onto every row in a table in an immutable world. Even if there were a simple mechanism in SQL to alter table schema only for certain durations (there isn't), the database user would still be burdened with querying based on a particular schema at a particular time in the history of the table. This complexity is compounded by the fact that static schemas have less and less meaning in a temporal world. Endb introduces SQL:2011 time-travel and period predicates . The difficulty, mentioned earlier, that other databases encounter when introducing SQL:2011 is twofold: dealing with \"time\" in a world where history can be violently rewritten and managing an unbending schema across time. Nested data is equally unnatural in incumbent databases. SQL:99, SQL:2016, SQL:2023 all offer some way of shoehorning nested data into flat tables. DynamoDB, Couchbase, and MongoDB are the most common document databases but they don't speak SQL. [2] Not only will no one ever decompose relational data into 6NF, it is unlikely we'll ever see a return to the classic BCNF of business entity-relationship diagrams. Nested data is here to stay. Foreign, embedded JSON (or XML) is little more than a band-aid. Nested data should be native to SQL queries. Second, the joys. Schema-per-row can be incredibly liberating. Not only does this feel more natural, it embraces the messy truth of the real world. Schema-on-write can be added later, when the business is ready to lock down what it knows about a domain. But many use cases demand flexible schemas. What if this week's project requires downloading huge amounts of semi-structured JSON pricing data from the APIs of competing online stores to compare them? Endb can handle this case out of the box. Most databases would require a great deal of manipulation first. Dynamic SQL is required to support schemaless, nested data — but it also brings its own joys. When dynamic SQL rests on top of a flexible data model which can ingest any data, it is capable of exploring nested data and easily constructing arbitrary joins users could normally only construct in a graph database.","breadcrumbs":"Appendix » Why? » Why documents?","id":"331","title":"Why documents?"},"332":{"body":"It is often the job of analytics databases to record and query all the data of a business, denormalized for speed. There will always be analytical jobs which require data to be transformed. But many businesses already allow data scientists, analysts, and even CEOs read-only access to an OLTP replica. HTAP is right on the horizon . Endb hopes to participate in that evolution by making all business data accessible to easy-to-produce, cheap, ephemeral read replicas.","breadcrumbs":"Appendix » Why? » Why \"One Database\"?","id":"332","title":"Why \"One Database\"?"},"333":{"body":"We cannot reconcile building and selling a product we would never buy ourselves.","breadcrumbs":"Appendix » Why? » Why Commercial Open Source?","id":"333","title":"Why Commercial Open Source?"},"334":{"body":"All of the pillars outlined above have their own strike-when-the-iron-is-hot moment. The SQLite we know today began to materialize in 2001. Amazon S3 was launched in 2006. MongoDB was first released in 2007. Immutable data and functional programming reached the mainstream in the 2010s. Datomic (arguably the first immutable OLTP database) was release in 2012. Amazon Aurora was released in 2015 and Google's AlloyDB in 2022. Apache Arrow saw its first release in 2016. Over the past decade, many financial firms built their own in-house temporal databases. SQL:2011, SQL:2016, and SQL:2023 were ratified in their respective eponymous years. HTAP hasn't quite happened yet. AI-driven indexes haven't quite happened yet. The moment for something like Endatabas is now... but it is a very long moment. Endatabas cannot be built in a Postgres-compatible fashion. Technically, it would be prohibitively expensive to build Endatabas from existing components. It's time for something new. The complete SQL specification is very difficult to implement in full, though Mimer likely comes closest to this goal . There is XQuery, of course. But most businesses today do not build their nested data storage on XQuery.","breadcrumbs":"Appendix » Why? » Why Now?","id":"334","title":"Why Now?"},"335":{"body":"","breadcrumbs":"Appendix » Architecture » Architecture","id":"335","title":"Architecture"},"336":{"body":"All records in Endatabas are immutable. Historical data is not lost when an UPDATE or DELETE statement is executed. You can think of endb as one giant log of transactions with fast queries made possible by adaptive indexing .","breadcrumbs":"Appendix » Architecture » Immutable","id":"336","title":"Immutable"},"337":{"body":"The only time data in Endatabas is truly deleted is with the ERASE statement. This is used for user safety and compliance with laws like GDPR.","breadcrumbs":"Appendix » Architecture » Erasure","id":"337","title":"Erasure"},"338":{"body":"Both the heart and \"UI\" of Endatabas is a dynamic SQL engine which natively understands strongly-typed, semi-structured rows (documents). Here is an example to illustrate what that means: INSERT INTO stores {brand: \"Alonzo's Analog Synthesizers\", addresses: [{city: \"New Jersey\", country: \"United States\", opened: 1929-09-01}, {city: \"Göttingen\", country: \"Germany\", opened: 1928-09-01}]}; -- recursive query of ISO dates from the nested document:\nSELECT addresses..opened FROM stores; Endb SQL bases its core SQL dialect on SQLite. It also draws inspiration from SQL:99, SQL:2011, SQL:2016, and SQL:2023. Read more in our bibliography .","breadcrumbs":"Appendix » Architecture » Dynamic SQL","id":"338","title":"Dynamic SQL"},"339":{"body":"Endatabas stores and processes data as columns. Endb's columnar storage is built on Apache Arrow . Endb SQL allows users to retrieve data as documents. The ultimate goal is for Endatabas to serve many (hybrid) purposes: day-to-day transactions and analytical jobs.","breadcrumbs":"Appendix » Architecture » Columnar: Hybrid Transactional Analytic Processing (HTAP)","id":"339","title":"Columnar: Hybrid Transactional Analytic Processing (HTAP)"},"34":{"body":"Parameters to DML are documented under the HTTP API .","breadcrumbs":"SQL Reference » Data Manipulation » Parameters","id":"34","title":"Parameters"},"340":{"body":"Queries are compiled to Common Lisp and use hash joins. Join ordering is done heuristically, by base table size. Correlated queries are memoized by building indexes in-memory during query execution.","breadcrumbs":"Appendix » Architecture » Query Execution","id":"340","title":"Query Execution"},"341":{"body":"More detailed information about the future of Endb can be found in the roadmap .","breadcrumbs":"Appendix » Architecture » Future","id":"341","title":"Future"},"342":{"body":"If you're not sure what this is, think Amazon Aurora, Google AlloyDB, and Neon. Compute nodes are the classic database (Postgres, MongoDB, etc.) — in an immutable world, these are just caches. Storage is elastic object or blob storage (S3, Azure Blobs, etc.). Endatabas is built to live in the clouds, alongside infinite disk. Although the groundwork for separating storage from compute exists in Endb today, elastic storage backends are not yet implemented.","breadcrumbs":"Appendix » Architecture » Cloud: Separation of Storage from Compute","id":"342","title":"Cloud: Separation of Storage from Compute"},"343":{"body":"For more information on light and adaptive indexing, you can watch Håkan's talk from 2022: \"Light and Adaptive Indexing for Immutable Databases\" Endb does not yet support adaptive indexing.","breadcrumbs":"Appendix » Architecture » Adaptive Indexing","id":"343","title":"Adaptive Indexing"},"344":{"body":"You can read our high-level roadmap on GitHub .","breadcrumbs":"Appendix » Roadmap » Roadmap","id":"344","title":"Roadmap"},"345":{"body":"All Endatabas code is Copyright Håkan Råberg and Steven Deobald and licensed GNU Affero General Public License v3.0 , unless otherwise specified. To contribute to Endatabas, please refer to CONTRIBUTING .","breadcrumbs":"Appendix » License » License","id":"345","title":"License"},"35":{"body":"Transactions in Endb are implicit. Run multiple DML statements in a single transaction by providing multiple statements (delimited by semicolons) to a single POST to the HTTP API .","breadcrumbs":"SQL Reference » Data Manipulation » Transactions","id":"35","title":"Transactions"},"36":{"body":"Endb SQL strives to empower the query author. Basic SQL queries should be familiar. Advanced SQL queries should be simple.","breadcrumbs":"SQL Reference » Queries » Queries","id":"36","title":"Queries"},"37":{"body":"The most common hand-written SQL query tends to be the easiest: SELECT * FROM products; Without a WHERE clause (discussed below) the entire table is returned. Because Endb is schemaless, * has a special meaning. Each document (row) in Endb carries with it its own schema. As a result, * refers to the widest possible set of columns, across all the rows returned. In many SQL dialects, columns are strictly ordered. Because Endb columns cannot have a strict order, * returns them in alphabetical order. You can select the widest set of columns for a specific table with <table>.*: SELECT p.* FROM products p JOIN coupons c ON p.price = c.price;","breadcrumbs":"SQL Reference » Queries » SELECT *","id":"37","title":"SELECT *"},"38":{"body":"In programmatic environments, it is almost always preferable to query for specific columns by name: SELECT product_no, price FROM products; Select a list of columns by delimiting them with commas. SELECT product_no, v, price, name FROM products; Select a column with spaces by delimiting it with backticks or square braces: SELECT products['product no'] FROM products;\nSELECT `product no` FROM products; NOTE: Whether or not your Endb client respects column ordering is dependent on the content type it uses in Accept Headers. It is worth reading over the Accept Header documentation, in this regard. Limit query results to distinct rows or expand to all rows with DISTINCT and ALL. SELECT DISTINCT name FROM products;\nSELECT ALL product_no FROM products p JOIN sales s ON p.name = s.name;","breadcrumbs":"SQL Reference » Queries » SELECT","id":"38","title":"SELECT"},"39":{"body":"","breadcrumbs":"SQL Reference » Queries » FROM","id":"39","title":"FROM"},"4":{"body":"","breadcrumbs":"Tutorial » Quickstart » Quickstart","id":"4","title":"Quickstart"},"40":{"body":"For convenience, tables can be given aliases immediately following their name in the FROM clause. SELECT p.name FROM products p; The AS operator can also (optionally) be used to provide an alias for a table. SELECT p.name FROM products AS p; More usefully, it can give a temporary table name to an expression. The temporary table name can either have anonymous columns or named columns. (The VALUES keyword is explained in the following VALUES Lists section.) SELECT p.column1 FROM (VALUES ('Paprika', 4.77)) AS p;\nSELECT p.price FROM (VALUES ('Paprika', 4.77)) AS p(name, price);","breadcrumbs":"SQL Reference » Queries » Alias Tables","id":"40","title":"Alias Tables"},"41":{"body":"The AS keyword is also used to alias columns. This is useful when column names conflict in a join. (Joins are explained below.) If the same column is specified more than once, the last reference to that column name is the one which will be returned: SELECT c.price, p.price FROM products p JOIN coupons c ON p.name = c.name; If both columns are required, AS can be used to rename one or both of the columns: SELECT p.price AS regular_price, c.price FROM products p JOIN coupons c ON p.name = c.name;","breadcrumbs":"SQL Reference » Queries » Alias Columns","id":"41","title":"Alias Columns"},"42":{"body":"Because Endb is schemaless, documents (rows) can be joined on any fields (columns) which have equivalent values. Joins are written in the form <table1> JOIN <table2> ON <table1>.<column1> <operator> <table2>.<column2>. Join operators are generally comparisons or booleans . INSERT INTO coupons {name: 'Salt', price: 3.0};\nSELECT * FROM products p JOIN coupons c ON p.name = c.name; LEFT JOIN, LEFT OUTER JOIN, INNER JOIN, and CROSS JOIN are all supported. NOTE: Endb does not restrict name clashes in unqualified column selection or SELECT *. If two tables share the same column name, the results from the column of the second table in the join will be visible in the returned result, but not the results of the first.","breadcrumbs":"SQL Reference » Queries » JOIN","id":"42","title":"JOIN"},"43":{"body":"When the columns to join share the same name between two tables, USING is a shorthand that permits joining on the equality of those two columns. A USING query also supports unambiguous use of the unqualified column name in the SELECT clause. SELECT project_name, users.name, projects.budget FROM users JOIN projects USING (project_name);","breadcrumbs":"SQL Reference » Queries » USING","id":"43","title":"USING"},"44":{"body":"Rather than returning the entire table, documents (rows) can be filtered with a WHERE clause. SELECT * FROM products WHERE price > 4;","breadcrumbs":"SQL Reference » Queries » WHERE (Filtering)","id":"44","title":"WHERE (Filtering)"},"45":{"body":"More advanced filters are documented in Operators and Functions .","breadcrumbs":"SQL Reference » Queries » Advanced Filtering","id":"45","title":"Advanced Filtering"},"46":{"body":"Results from queries can be ordered with standard SQL ORDER BY. SELECT * FROM products ORDER BY price; By default, ordering is ascending. For descending order, suffix the ORDER BY clause with DESC: SELECT * FROM products ORDER BY price DESC; To force ascending order, use ASC: SELECT * FROM products ORDER BY price ASC; It is also possible to order by an expression: SELECT * FROM products ORDER BY LENGTH(name);\nSELECT * FROM products ORDER BY -price; In the example above, LENGTH is an example of a function. A complete list of functions can be found in the Functions documentation.","breadcrumbs":"SQL Reference » Queries » ORDER BY (Sorting Results)","id":"46","title":"ORDER BY (Sorting Results)"},"47":{"body":"GROUP BY accepts a list of columns and creates aggregated rows based on each of those columns, in order. Each aggregate is returned as a single row. Each column returned must either be a column specified in the GROUP BY clause or a column created with an aggregate function , such as SUM. SELECT name, price FROM products GROUP BY name, price;\nSELECT name, SUM(price) FROM products GROUP BY name;","breadcrumbs":"SQL Reference » Queries » GROUP BY","id":"47","title":"GROUP BY"},"48":{"body":"HAVING adds a search condition to an aggregate query. SELECT name, SUM(price) FROM products GROUP BY name HAVING LENGTH(name) > 4; It is most often used with GROUP BY (seen above), but it is also legal with other aggregates: SELECT SUM(products.price) FROM products HAVING SUM(products.price) = 13;","breadcrumbs":"SQL Reference » Queries » HAVING","id":"48","title":"HAVING"},"49":{"body":"LIMIT specifies the maximum number of rows to be returned by the query. SELECT * FROM products LIMIT 2; It always makes sense to control the order of returned rows so LIMIT always returns the same rows for the same query -- unless you don't care which rows are returned. SELECT * FROM products ORDER BY price ASC LIMIT 2; OFFSET allows queries to skip rows before returning a limited set. SELECT * FROM products ORDER BY price ASC LIMIT 2 OFFSET 2;","breadcrumbs":"SQL Reference » Queries » LIMIT","id":"49","title":"LIMIT"},"5":{"body":"mkdir -p endb_data\ndocker pull endatabas/endb\ndocker run --rm -p 3803:3803 -v endb_data:/app/endb_data docker.io/endatabas/endb See Installation for more ways to install and build endb. See Try It! for methods of connecting to Endb and running queries.","breadcrumbs":"Tutorial » Quickstart » Install Endb","id":"5","title":"Install Endb"},"50":{"body":"The VALUES keyword is used to create a static table of documents (rows). Each row is denoted by a pair of parentheses. All rows must have Union Compatibility which, for Endb, means they have the same number of columns. VALUES (1, 'Salt'), (2, 'Pepper'), (3, 'Vinegar'); Endb assigns anonymous columns the names column1, column2, etc. Columns can instead be given names with a table alias : SELECT * FROM (VALUES (1, 'Salt'), (2, 'Pepper'), (3, 'Vinegar')) AS t (product_no, name);","breadcrumbs":"SQL Reference » Queries » VALUES Lists","id":"50","title":"VALUES Lists"},"51":{"body":"The OBJECTS keyword is used to create a static table comprised of object literals, each representing a document (row). Each row is directly denoted by an object literal. OBJECTS lists do not require Union Compatibility , so jagged lists are permitted. OBJECTS {product_no: 1, name: 'Salt'}, {product_no: 2, name: 'Pepper', price: 3.99};\nSELECT * FROM (OBJECTS {product_no: 1, name: 'Salt'}, {product_no: 2, name: 'Pepper'}) as t;","breadcrumbs":"SQL Reference » Queries » OBJECTS Lists","id":"51","title":"OBJECTS Lists"},"52":{"body":"The set operations union, intersection, and difference are available to the results of two queries.","breadcrumbs":"SQL Reference » Queries » Set Operations: UNION, INTERSECT, EXCEPT","id":"52","title":"Set Operations: UNION, INTERSECT, EXCEPT"},"53":{"body":"Append the results of one query to another. Duplicate rows are removed. SELECT * FROM products UNION SELECT * FROM new_products; To keep duplicate rows, use UNION ALL: SELECT * FROM products UNION ALL SELECT * FROM new_products;","breadcrumbs":"SQL Reference » Queries » UNION","id":"53","title":"UNION"},"54":{"body":"The intersection of two queries returns results which are found in both. SELECT * FROM products INTERSECT SELECT * FROM new_products;","breadcrumbs":"SQL Reference » Queries » INTERSECT","id":"54","title":"INTERSECT"},"55":{"body":"The difference of two queries returns only results from the first query which are not found in the second. Another way of thinking about this is that results of the second query are removed from the first. SELECT * FROM products EXCEPT SELECT * FROM ignored_products;","breadcrumbs":"SQL Reference » Queries » EXCEPT","id":"55","title":"EXCEPT"},"56":{"body":"\"Union Compatibility\" refers to the ability of two queries to be used in a union, intersection, or difference. Because Endb is dynamically-typed, the only constraint on union compatibility is the number of columns returned. In general, it only makes sense to use set operations on two queries which return either: (1) explicit columns, so order and naming are respected or (2) columns with the same names, so they are guaranteed to return in order, in the case of * queries. When applying set operations to * queries, keep in mind that the widest column set (across the entire history of the table) will be returned. If the queries return a different number of columns, set operations will result in an error: -> SELECT * FROM products UNION SELECT * FROM new_products;\n400 Bad Request\nNumber of UNION left columns: 3 does not match right columns: 2","breadcrumbs":"SQL Reference » Queries » Union-Compatibility","id":"56","title":"Union-Compatibility"},"57":{"body":"The WITH keyword is used to create Common Table Expressions , or CTEs. CTEs act like temporary tables or views within the context of a query or DML statement . CTEs are used in place of a sub-select to simplify the appearance of a query. WITH clauses take the form WITH <cte-name> AS (<cte-select>). WITH top_margin_products AS (SELECT product_no FROM products WHERE (price - cost) > 5.00)\nSELECT name FROM products\nWHERE product_no IN (SELECT product_no FROM top_margin_products);","breadcrumbs":"SQL Reference » Queries » WITH (Common Table Expressions)","id":"57","title":"WITH (Common Table Expressions)"},"58":{"body":"The RECURSIVE keyword can be added to WITH to create recursive CTEs which can refer to themselves. Recursive CTEs will always have the form <initial-select> UNION <recursive-select> or <initial-select> UNION ALL <recursive-select>. Here is a naive example, demonstrating the recursive construction of a Fibonacci Sequence: WITH RECURSIVE fib(previous, current) AS ( VALUES (0, 1) UNION ALL SELECT fib.current, fib.previous + fib.current FROM fib WHERE fib.previous + fib.current < 5000\n)\nSELECT * FROM fib; The most beneficial uses for WITH RECURSIVE are walking hierarchical and graph-shaped data sets -- capabilities ordinary SQL lacks. However, Endb recursive queries are also capable of solving Sudoku puzzles and constructing fractals, as seen in the test suite . (Credit goes to SQLite's delightful Outlandish Recursive Query Examples .)","breadcrumbs":"SQL Reference » Queries » WITH RECURSIVE","id":"58","title":"WITH RECURSIVE"},"59":{"body":"Lateral queries permit access to named values from the FROM clause in the SELECT clause. The LATERAL keyword is optional in Endb as all queries are lateral queries by default. SELECT halved FROM products, LATERAL (SELECT price / 2.0 AS halved) h;\nSELECT halved FROM products, (SELECT price / 2.0 AS halved) h;","breadcrumbs":"SQL Reference » Queries » LATERAL","id":"59","title":"LATERAL"},"6":{"body":"If you do not want to install a full Endb instance, you can try the Live Demo instead. The Wasm Console runs Endb directly in your web browser, so you can ignore the steps in Try It! and jump straight to Endb SQL Basics . NOTE: The Wasm Console is not a full Endb instance. It does not provide APIs and has other performance and infrastructure limitations.","breadcrumbs":"Tutorial » Quickstart » Try Online","id":"6","title":"Try Online"},"60":{"body":"Repeatable reads are achieved in Endb by creating savepoints , which queries can return to later. When returning to a savepoint in the future, queries will return results according to the state of the database when the savepoint was captured. By default, savepoints have a 60-second lifespan, after which they expire. Use of a savepoint during its lifespan will renew its lease, allowing it to be used for another 60 seconds. Savepoints can be forcibly expired with RELEASE. Attempting to use a savepoint that has been expired or released will return No active savepoint: <savepoint>. NOTE: Repeatable reads are only available to the HTTP API .","breadcrumbs":"SQL Reference » Queries » Repeatable Reads: SAVEPOINT, ROLLBACK, RELEASE","id":"60","title":"Repeatable Reads: SAVEPOINT, ROLLBACK, RELEASE"},"61":{"body":"Other SQL dialects have more transaction-specific semantics for SAVEPOINT, ROLLBACK, and RELEASE. Because this difference in behaviour may be confusing to users familiar with other databases, we provide the example below. The result of the final query returns the first two dungeons, which were inserted prior to the savepoint, but not \"Tower of Hera\". INSERT INTO dungeons {name: 'Eastern Palace'};\nINSERT INTO dungeons {name: 'Desert Palace'};\nSAVEPOINT desert_palace;\nINSERT INTO dungeons {name: 'Tower of Hera'};\nROLLBACK TO desert_palace; SELECT * FROM dungeons; NOTE: The ROLLBACK and SELECT above must be executed together, in the same stateless \"transaction\". (Normally this will mean executing both statements in a single HTTP request.)","breadcrumbs":"SQL Reference » Queries » Minimal Example","id":"61","title":"Minimal Example"},"62":{"body":"The SAVEPOINT operator captures a new savepoint at the time it executes. Savepoints can be named or anonymous. Anonymous savepoints are named with a UUID. The name of the savepoint is returned as an attribute named result. SAVEPOINT desert_palace;\n-- [{'result': 'desert_palace'}]\nSAVEPOINT;\n-- [{'result': '0b12de43-1c92-4d92-ab7c-51c5a5129074'}]","breadcrumbs":"SQL Reference » Queries » SAVEPOINT","id":"62","title":"SAVEPOINT"},"63":{"body":"Inside the scope of a stateless \"transaction\" (normally a single HTTP request), ROLLBACK is used to return to a savepoint. ROLLBACK TO <savepoint> returns to a named savepoint (by name) or an anonymous savepoint (by string UUID). Queries executed inside such a transaction return results according to the state of the database when the savepoint was created. The use of ROLLBACK renews the lease of the associated savepoint. ROLLBACK TO desert_palace; SELECT * FROM dungeons;\nROLLBACK TO 'eab07765-de6f-4f74-8052-838dd29ee8e7'; SELECT * FROM dungeons;","breadcrumbs":"SQL Reference » Queries » ROLLBACK","id":"63","title":"ROLLBACK"},"64":{"body":"The RELEASE keyword expires a savepoint so it can no longer be used. Anonymous savepoints can be released by string UUID. RELEASE desert_palace;\nRELEASE 'f7c314dd-47b9-4c85-9502-b8e35c82b935';","breadcrumbs":"SQL Reference » Queries » RELEASE","id":"64","title":"RELEASE"},"65":{"body":"Standard SQL keywords are used to begin, commit, and rollback explicit transactions. NOTE: Explicit transactions are only available to the WebSocket API .","breadcrumbs":"SQL Reference » Queries » Transactions","id":"65","title":"Transactions"},"66":{"body":"This minimal example assumes a connection via the WebSocket API. BEGIN;\nINSERT INTO dungeons {name: 'Dark Palace'};\nINSERT INTO dungeons {name: 'Swamp Palace'};\nINSERT INTO dungeons {name: 'Skull Woods'};\nROLLBACK;\nSELECT * FROM dungeons;","breadcrumbs":"SQL Reference » Queries » Minimal Example","id":"66","title":"Minimal Example"},"67":{"body":"The BEGIN keyword starts a new transaction. BEGIN TRANSACTION;","breadcrumbs":"SQL Reference » Queries » BEGIN [TRANSACTION]","id":"67","title":"BEGIN [TRANSACTION]"},"68":{"body":"The COMMIT keyword commits the open transaction to disk. END is a synonym for COMMIT. COMMIT TRANSACTION;","breadcrumbs":"SQL Reference » Queries » COMMIT [TRANSACTION]","id":"68","title":"COMMIT [TRANSACTION]"},"69":{"body":"The ROLLBACK keyword throws away any uncommitted changes since the transaction began. ROLLBACK TRANSACTION; NOTE: The ROLLBACK keyword should not be confused with the ROLLBACK keyword for savepoints . Both can be called without mentioning a savepoint or transaction, but their behaviour differs based on whether the client is in an explicit transaction or not.","breadcrumbs":"SQL Reference » Queries » ROLLBACK [TRANSACTION]","id":"69","title":"ROLLBACK [TRANSACTION]"},"7":{"body":"You can send SQL statements to endb over HTTP or WebSockets. Any HTTP or WebSocket client will do, and Endb ships with a console and client libraries.","breadcrumbs":"Tutorial » Try It! » Try It!","id":"7","title":"Try It!"},"70":{"body":"","breadcrumbs":"SQL Reference » SQL Data Types » SQL Data Types","id":"70","title":"SQL Data Types"},"71":{"body":"Null serves a variety of purposes in Endb. Explicit: You can provide an explicit NULL value \"Unknown\": As with any SQL, you will receive a null when 3-Valued Logic cannot determine if a statement is true or false \"Missing\": Jagged rows will return NULL for columns projected for a document which does not contain them","breadcrumbs":"SQL Reference » SQL Data Types » NULL","id":"71","title":"NULL"},"72":{"body":"Endb accepts unbounded, variable-length strings with either single or double quotes. CHAR and VARCHAR are synonyms for TEXT. INSERT INTO users (name, title) VALUES ('River', \"Prodigy\"); When casting using the CHAR synonym, an optional integer argument indicates the desired length of the resulting string, padded with spaces: SELECT CAST(123 AS CHAR(10));\n-- [{'column1': '123 '}]","breadcrumbs":"SQL Reference » SQL Data Types » TEXT (CHAR, VARCHAR)","id":"72","title":"TEXT (CHAR, VARCHAR)"},"73":{"body":"Boolean values can be TRUE, FALSE, or NULL.","breadcrumbs":"SQL Reference » SQL Data Types » BOOLEAN","id":"73","title":"BOOLEAN"},"74":{"body":"64-bit integer capable of auto-promotion to 128-bit integer.","breadcrumbs":"SQL Reference » SQL Data Types » INTEGER (BIGINT)","id":"74","title":"INTEGER (BIGINT)"},"75":{"body":"A 64-bit IEEE 754 floating point number, or double.","breadcrumbs":"SQL Reference » SQL Data Types » REAL (DOUBLE)","id":"75","title":"REAL (DOUBLE)"},"76":{"body":"Timestamps can be represented as either SQL timestamps, according to the SQL Specification, or ISO timestamps. The following are legal timestamp literals: 2007-01-01T00:00:00 2007-01-01T00:00:00.123Z 2007-01-01T00:00:00.000000Z TIMESTAMP '2007-01-01 00:00:00' TIMESTAMP '2007-01-01 00:00:00.000000Z'","breadcrumbs":"SQL Reference » SQL Data Types » TIMESTAMP","id":"76","title":"TIMESTAMP"},"77":{"body":"Dates can be represented as either SQL dates, according to the SQL Specification, or ISO dates. The following are legal date literals: 2007-01-01 DATE '2007-01-01'","breadcrumbs":"SQL Reference » SQL Data Types » DATE","id":"77","title":"DATE"},"78":{"body":"Times can be represented as either SQL times, according to the SQL Specification, or ISO times. The following are legal time literals: 23:59:12 23:59:12.12345 TIME '23:59:12' TIME '23:59:12.12345'","breadcrumbs":"SQL Reference » SQL Data Types » TIME","id":"78","title":"TIME"},"79":{"body":"A Period is a window of time between two date/time types. Periods are used with Period Predicates . {start: 2001-01-01, end: 2001-04-01} [2001-04-01T00:00:00Z, 2001-05-01] It is also possible to create a Period with the PERIOD constructor function.","breadcrumbs":"SQL Reference » SQL Data Types » PERIOD","id":"79","title":"PERIOD"},"8":{"body":"Our first couple examples will use curl , which you probably already have installed, to send queries directly to the API. curl -d \"INSERT INTO users (name) VALUES ('Tianyu')\" -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql\ncurl -d \"SELECT * FROM users\" -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql You don't need to use the API diretly if there is a client library available for your language of choice, but it is helpful to know that the underlying API is human-readable and based on open standards. Read more in the full HTTP API docs .","breadcrumbs":"Tutorial » Try It! » curl","id":"8","title":"curl"},"80":{"body":"An interval (or duration ) is created whenever two times are subtracted. SELECT 2001-01-02 - 2001-01-01; Interval literals can be constructed with ISO 8601 syntax : PT12H30M5S P1Y2M10DT2H30M This is equivalent to the same ISO 8601 syntax provided as a string to the DURATION constructor: DURATION('PT12H30M5S') DURATION('P1Y2M10DT2H30M') Interval literals can also be constructed with the classic SQL intervals DSL: INTERVAL '1-2' YEAR TO MONTH INTERVAL '0 12:34:56.789' DAY TO SECOND","breadcrumbs":"SQL Reference » SQL Data Types » INTERVAL (DURATION)","id":"80","title":"INTERVAL (DURATION)"},"81":{"body":"Binary Large Objects can be encoded as hexidecimal literals or cast from strings. x'DEADBEEF' CAST(\"hello\" AS BLOB)","breadcrumbs":"SQL Reference » SQL Data Types » BLOB (VARBINARY)","id":"81","title":"BLOB (VARBINARY)"},"82":{"body":"Endb SQL uses zero-based arrays. Arrays can be created with array literals similar to JSON. [\"one\", \"two\", \"three\"] Alternatively, arrays can also be created using a literal syntax similar to that in the SQL Specification or a constructor function. ARRAY [\"one\", \"two\", \"three\"] ARRAY(\"one\", \"two\", \"three\") Array literals can contain the spread operator SELECT [1, 2, ...[3, 4], 5];\n-- [{'column1': [1, 2, 3, 4, 5]}] Array equality is tested lexicographically .","breadcrumbs":"SQL Reference » SQL Data Types » ARRAY","id":"82","title":"ARRAY"},"83":{"body":"Objects (which can also be thought of as documents, or rows) can be created with object literals enclosed in curly braces, similar to JSON. Keys in object literals can be quoted or unquoted. {name: \"Hanna\", birthday: 1982-12-31} {'name': \"Hanna\", 'birthday': 1982-12-31} Alternatively, objects can be created using either an OBJECT constructor keyword, similar to that in the SQL Specification. OBJECT(name: 'Hanna', birthday: 1982-12-31) Object literals can contain spreads , computed fields , shorthands , and row literals . SELECT { a: 1, ...[2, 3] };\n-- [{'column1': {'0': 2, '1': 3, 'a': 1}}]\nSELECT { foo: 2, ['foo' || 2]: 5 };\n-- [{'column1': {'foo': 2, 'foo2': 5}}]\nSELECT {p.name, c.discounted} FROM products p JOIN coupons c ON p.name = c.name;\n-- [{'column1': {'discounted': 2.99, 'name': 'Salt'}}]\nSELECT {product: {p.*}, discounted: c.discounted} FROM products p JOIN coupons c ON p.name = c.name;\n-- [{'column1': {'discounted': 2.99, 'product': {'name': 'Salt', 'price': 5.99}}}] Object equality is tested by comparing each key-value pair as an array.","breadcrumbs":"SQL Reference » SQL Data Types » OBJECT","id":"83","title":"OBJECT"},"84":{"body":"","breadcrumbs":"SQL Reference » SQL Data Types » Dynamic Literals","id":"84","title":"Dynamic Literals"},"85":{"body":"It is possible return an entire document (row) as a single literal value. The syntax is akin to Postgres ROW literals . Unlike table.*, which pads non-existent columns with NULL, a row literal returns exactly the schema specified for each individual row. { table.* } Example usage: SELECT { products.* } FROM products; As a shorthand, a table's name may be used in the SELECT clause to return entire rows as documents: -> SELECT users FROM users;\n-- [{'users': {'email': 'patrick@oracle.com', 'name': 'Patrick'}},\n-- {'users': {'email': 'preethi@shopify.ca', 'name': 'Preethi'}}] NOTE: When a table contains a column of the same name, the column takes precedence and a single column is returned, as usual: -> SELECT status FROM status;\n-- [{'status': 'error'}, {'status': 'ok'}]","breadcrumbs":"SQL Reference » SQL Data Types » Row Literals","id":"85","title":"Row Literals"},"86":{"body":"The Spread Operator (..., sometimes known as \"splat\") can be used to directly flatten/unnest one collection (an array, object, or row literal) into another. Strings are treated as character collections. SELECT [1, 2, ...[3, 4], 5];\n-- [{'column1': [1, 2, 3, 4, 5]}] SELECT [1, 2, ...\"foo\", 5];\n-- [{'column1': [1, 2, 'f', 'o', 'o', 5]}] If an array is spread into an object, its ordinals will be used as properties: SELECT { a: 1, ...{b: 2} };\n-- [{'column1': {'a': 1, 'b': 2}}] SELECT { a: 1, ...[2, 3] };\n-- [{'column1': {'0': 2, '1': 3, 'a': 1}}]","breadcrumbs":"SQL Reference » SQL Data Types » Spread","id":"86","title":"Spread"},"87":{"body":"In the key/property position, square brackets are used to construct computed fields in object literals . Computed fields are implicitly cast to string. SELECT { foo: 2, [2 + 2]: 5 };\n-- [{'column1': {'4': 5, 'foo': 2}}]\nSELECT { foo: 2, ['foo' || 2]: 5 };\n-- [{'column1': {'foo': 2, 'foo2': 5}}]","breadcrumbs":"SQL Reference » SQL Data Types » Computed Fields","id":"87","title":"Computed Fields"},"88":{"body":"Column names can be referred to in place of key-value pairs in object literals . SELECT {p.name, c.discounted} FROM products p JOIN coupons c ON p.name = c.name;\n-- [{'column1': {'discounted': 2.99, 'name': 'Salt'}}]","breadcrumbs":"SQL Reference » SQL Data Types » Shorthands","id":"88","title":"Shorthands"},"89":{"body":"Endb date/time data types currently only support times encoded as UTC.","breadcrumbs":"SQL Reference » SQL Data Types » Note on timezones","id":"89","title":"Note on timezones"},"9":{"body":"Endb provides a small console for writing Endb SQL directly: pip install endb_console\nendb_console # connects to localhost by default Assuming you inserted a user with curl above, you can query that table directly: -> SELECT * FROM users; Read more in the Console doc .","breadcrumbs":"Tutorial » Try It! » Console","id":"9","title":"Console"},"90":{"body":"Operations performed on scalars will attempt to widen those scalars for the purpose of the operation, if reasonable. -> select 2.0 = 2;\n[{'column1': True}] This widening includes joins on scalars, but not collections (ARRAY or OBJECT): -> INSERT INTO zig {at: 2023-12-21, val: 2}\n[{'result': 1}]\n-> INSERT INTO zag {at: 2023-12-21T00:00:00, val: 2.0}\n[{'result': 1}]\n-> SELECT * FROM zig i JOIN zag a ON i.at = a.at;\n[{'at': datetime.datetime(2023, 12, 21, 0, 0, tzinfo=datetime.timezone.utc), 'val': 2.0}]\n-> SELECT * FROM zig i JOIN zag a ON i.val = a.val;\n[{'at': datetime.datetime(2023, 12, 21, 0, 0, tzinfo=datetime.timezone.utc), 'val': 2.0}]","breadcrumbs":"SQL Reference » SQL Data Types » Note on type widening","id":"90","title":"Note on type widening"},"91":{"body":"","breadcrumbs":"SQL Reference » Operators » Operators","id":"91","title":"Operators"},"92":{"body":"Two values can be compared using standard SQL comparison operators: =, == (equals) > (greater than) < (less than) >= (greater than or equal to) <= (less than or equal to) <>, != (not equal to) SELECT * FROM products WHERE NOT name = 'Coffee';\nSELECT * FROM products WHERE name = 'Coffee' AND name <> 'Kaapi';\nSELECT * FROM products WHERE name > 'Cake' AND price >= 5.00;","breadcrumbs":"SQL Reference » Operators » Comparison","id":"92","title":"Comparison"},"93":{"body":"BETWEEN returns TRUE when a value is greater-than-or-equal-to the first limit and less-than-or-equal-to the second. It has the form BETWEEN x AND y. It can be negated with the form NOT BETWEEN x AND y. SELECT * FROM products WHERE price BETWEEN 2.00 AND 4.00;\nSELECT * FROM products WHERE price NOT BETWEEN 2.00 AND 4.00; NOTE: BETWEEN can also be used with System Time .","breadcrumbs":"SQL Reference » Operators » BETWEEN","id":"93","title":"BETWEEN"},"94":{"body":"WHERE and HAVING clauses can be modified and combined with standard SQL boolean operators.","breadcrumbs":"SQL Reference » Operators » Boolean Operators","id":"94","title":"Boolean Operators"},"95":{"body":"IS and IS NOT behave like = (==) and <> (!=) , respectively. They are usually used to augment equality checks to test for NULL, which is the third boolean value, representing \"unknown\". The literal UNKNOWN is permitted in IS / IS NOT expressions in place of NULL. When both sides of IS evaluate to NULL it returns TRUE. When only one side of IS NOT evaluates to NULL it returns TRUE, When only one side of IS evaluates to NUll it returns FALSE. When both sides of IS NOT evaluates to NULL it returns FALSE. SELECT * FROM products WHERE product_no IS NULL;\nSELECT * FROM products WHERE product_no IS UNKNOWN;\nSELECT * FROM products WHERE product_no IS NOT NULL;\nSELECT * FROM products WHERE product_no IS 386;\nSELECT * FROM products WHERE product_no IS NOT 444; NOTE: A WHERE clause of the form <column> IS NULL will not return rows for which <column> does not exist, as positive equality is only tested against extant columns. For example, the query SELECT * FROM products WHERE name IS NULL; will not return rows for which the column name does not exist. However, SELECT * FROM products WHERE name IS NOT NULL; will not return either rows where the name column has a value of NULL or the name column is missing. Thus, IS and IS NOT are not symmetrical for jagged data.","breadcrumbs":"SQL Reference » Operators » IS, IS NOT","id":"95","title":"IS, IS NOT"},"96":{"body":"IS DISTINCT FROM is a synonym for IS NOT. IS NOT DISTINCT FROM is a synonym for IS. NOTE: The IS [NOT] DISTINCT FROM form is provided for SQL specification compatibility and is not recommended, as it tends to be verbose and confusing.","breadcrumbs":"SQL Reference » Operators » IS [NOT] DISTINCT FROM","id":"96","title":"IS [NOT] DISTINCT FROM"},"97":{"body":"NOT can be prefixed to any clause to negate it: SELECT * FROM products WHERE NOT (name = 'Coffee'); AND returns true if two clauses both return true: SELECT * FROM products WHERE name = 'Coffee' AND price > 2.99; OR returns true if either of two clauses return true: SELECT * FROM products WHERE name = 'Coffee' OR name = 'Kaapi';","breadcrumbs":"SQL Reference » Operators » NOT, AND, OR","id":"97","title":"NOT, AND, OR"},"98":{"body":"Standard SQL mathemetical operators are available to any two numeric values: + (addition) - (subtraction) * (multiplication) / (division) % (modulo; integer remainder of division) << (left bit shift) >> (right bit shift) +NUMBER (unary plus) -NUMBER (unary minus) SELECT 1 + 3.555;\nSELECT 1 - 3.555;\nSELECT 2 * 3.555;\nSELECT 2 / 3.555;\nSELECT 2 % 3.555;\nSELECT 62 << 2;\nSELECT 62 >> 2;\nSELECT +128.5;\nSELECT -128.5; NOTE: Mathematical functions are documented under Functions .","breadcrumbs":"SQL Reference » Operators » Math","id":"98","title":"Math"},"99":{"body":"Standard SQL bitwise manipulation operators are available to any two values. & (bitwise and) | (bitwise or) The bitwise not operator is also available to a single value: ~ (bitwise not) SELECT 1 & 2;\nSELECT 1 | 2;\nSELECT ~1;","breadcrumbs":"SQL Reference » Operators » Bitwise Operators","id":"99","title":"Bitwise 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SELECT * FROM products WHERE name NOT LIKE '%of%'; NOTE: Endb LIKE is case-sensitive.","breadcrumbs":"SQL Reference » Operators » LIKE","id":"100","title":"LIKE"},"101":{"body":"REGEXP returns TRUE if a string matches the supplied regular expression. REGEXP may be prefixed with NOT. SELECT * FROM products WHERE name REGEXP '.*ee|.*ea';\nSELECT * FROM products WHERE name NOT REGEXP '.*[fst]+.*';","breadcrumbs":"SQL Reference » Operators » REGEXP","id":"101","title":"REGEXP"},"102":{"body":"GLOB returns TRUE if a string matches the supplied UNIX glob. GLOB may be prefixed with NOT. SELECT * FROM products WHERE name GLOB '*of*';\nSELECT * FROM avatars WHERE filename NOT GLOB '/opt/local/avatars/*/*.png'; NOTE: GLOB is case-sensitive. It conforms to standard UNIX globs and thus does not support \"globstar\" (recursive directory) expansion like **/*.png.","breadcrumbs":"SQL Reference » Operators » GLOB","id":"102","title":"GLOB"},"103":{"body":"MATCH returns TRUE if the value on the left contains the value on the right, at the top level. Note that a top-level array to the right of the MATCH refers to a set of values that all need to match, not a literal array. The following expressions return TRUE: SELECT 'foo' MATCH 'foo';\nSELECT [1, 2, 3] MATCH [3, 1];\nSELECT {user: 'foo', age: 42} MATCH {age: 42};\nSELECT {a: [1, 2, {c: 3, x: 4}], c: 'b'} MATCH {a: [{x: 4}, 1]}; The following expressions return FALSE: SELECT [1, 2, [1, 3]] MATCH [1, 3];\nSELECT {foo: {bar: 'baz'}} MATCH {bar: 'baz'};\nSELECT {a: [1, 2, {c: 3, x: 4}], c: 'b'} MATCH {a: [{x: 4}, 3]}; NOTE: The @> operator is a synonym for MATCH. It is provided as a convenience for users accustomed to the equivalent JSON Containment Operator in Postgres . It also has a symmetric operator, <@, which returns TRUE if the value on the right contains the value on the left, at the top level. No symmetric keyword exists for MATCH.","breadcrumbs":"SQL Reference » Operators » MATCH (Containment)","id":"103","title":"MATCH (Containment)"},"104":{"body":"SOME is a synonym for ANY. ANY qualifies a subquery by comparing a single column or literal value with the result of that subquery. ANY is used in the form <expression> <operator> ANY (<subquery>). It returns true if the subquery returns a one or more values for which the operator is true. The operator must return a boolean and the subquery must return a single column. SELECT 1500 < SOME (SELECT price FROM products);","breadcrumbs":"SQL Reference » Operators » ANY, SOME","id":"104","title":"ANY, SOME"},"105":{"body":"ALL qualifies a subquery by comparing a single column or literal value with the result of that subquery. ALL is used in the form <expression> <operator> ALL (<subquery>). It returns true only if all values returned by the subquery are true for the operator provided. The operator must return a boolean and the subquery must return a single column. SELECT \"ok\" = ALL (SELECT status_code FROM statuses);","breadcrumbs":"SQL Reference » Operators » ALL","id":"105","title":"ALL"},"106":{"body":"EXISTS returns TRUE if the subquery which follows it returns at least one row. SELECT name FROM products WHERE EXISTS (SELECT 1 FROM coupons WHERE name = products.name);","breadcrumbs":"SQL Reference » Operators » EXISTS","id":"106","title":"EXISTS"},"107":{"body":"The standard SQL IN clause can be used to test lists and subqueries for containment of a value. SELECT * FROM products WHERE price IN (5.00, 5.99);\nSELECT * FROM products WHERE price IN (SELECT price FROM coupons); NOTE: Use MATCH to test for containment of a value in an array.","breadcrumbs":"SQL Reference » Operators » IN","id":"107","title":"IN"},"108":{"body":"The standard SQL NOT IN clause can be used to test lists and subqueries for absence of a value. SELECT * FROM products WHERE price NOT IN (5.00, 5.99);\nSELECT * FROM products WHERE price NOT IN (SELECT price FROM coupons); NOTE: Use MATCH to test for absence of a value in an array.","breadcrumbs":"SQL Reference » Operators » NOT IN","id":"108","title":"NOT IN"},"109":{"body":"The || operator concatenates two strings or arrays supplied as arguments. When concatenating to an array element: other elements, arrays, and blobs are accepted as the second argument. When concatenating to an array: arrays, blobs, and array elements are accepted as the second argument. Elements other than strings are cast to strings when concatenated with each other. Multiple operators can be chained together. SELECT \"Hello\" || \"World\";\nSELECT [1, 2, 3] || [4, 5, 6];\nSELECT 1 || 2;\nSELECT \"Hello\" || [\"World\"];\nSELECT [\"Hello\"] || \"World\";\nSELECT \"Hello\" || \"World\" || \"And\" || \"Friends\"; The Concatenation Operator is equivalent to the CONCAT function .","breadcrumbs":"SQL Reference » Operators » || (Concatenation)","id":"109","title":"|| (Concatenation)"},"11":{"body":"You can use any of these tools (or any other HTTP client you prefer) for the rest of this tutorial.","breadcrumbs":"Tutorial » Try It! » Learning Endb SQL","id":"11","title":"Learning Endb SQL"},"110":{"body":"","breadcrumbs":"SQL Reference » Operators » Vector Operators","id":"110","title":"Vector Operators"},"111":{"body":"At the moment, Endb performs exact nearest neighbor search, which provides perfect recall. Endb may support approximate vector indexes in the future, which trade accuracy for speed.","breadcrumbs":"SQL Reference » Operators » Indexing","id":"111","title":"Indexing"},"112":{"body":"The L2 Distance operator (<->) compares two vectors by Euclidean distance . It is symmetrical to the L2_DISTANCE function. SELECT * FROM (VALUES ([0,0,0]), ([1,2,3]), ([1,1,1]), (NULL), ([1,2,4])) AS t(val) WHERE val NOT NULL ORDER BY t.val <-> [3,3,3];\n-- [{'val': [1, 2, 3]},\n-- {'val': [1, 2, 4]},\n-- {'val': [1, 1, 1]},\n-- {'val': [0, 0, 0]}]","breadcrumbs":"SQL Reference » Operators » <-> (L2 or Euclidean Distance)","id":"112","title":"<-> (L2 or Euclidean Distance)"},"113":{"body":"The Cosine Distance operator (<=>) compares two vectors by the complement of their Cosine Similarity . It is symmetrical to the COSINE_DISTANCE function. SELECT val FROM (VALUES ([0,0,0]), ([1,2,3]), ([1,1,1]), ([1,2,4])) AS t(val) WHERE t.val <=> [3,3,3] NOT NULL ORDER BY t.val <=> [3,3,3];\n-- [{'val': [1, 1, 1]},\n-- {'val': [1, 2, 3]},\n-- {'val': [1, 2, 4]}]","breadcrumbs":"SQL Reference » Operators » <=> (Cosine Distance)","id":"113","title":"<=> (Cosine Distance)"},"114":{"body":"The Inverse Inner Product operator (<#>) compares two vectors by the inverse of their Inner Product . It is the inverse of the INNER_PRODUCT function. SELECT val FROM (VALUES ([0,0,0]), ([1,2,3]), ([1,1,1]), (NULL), ([1,2,4])) AS t(val) WHERE val IS NOT NULL ORDER BY t.val <#> [3,3,3];\n-- [{'val': [1, 2, 4]},\n-- {'val': [1, 2, 3]},\n-- {'val': [1, 1, 1]},\n-- {'val': [0, 0, 0]}]","breadcrumbs":"SQL Reference » Operators » <#> (Inverse Inner Product)","id":"114","title":"<#> (Inverse Inner Product)"},"115":{"body":"","breadcrumbs":"SQL Reference » Functions » Functions","id":"115","title":"Functions"},"116":{"body":"","breadcrumbs":"SQL Reference » Functions » String Functions","id":"116","title":"String Functions"},"117":{"body":"The CHARACTER_LENGTH function returns the number of unicode characters in a string. SELECT CHARACTER_LENGTH('josé');\n-- 4 SELECT CHARACTER_LENGTH('❤️🥫');\n-- 3","breadcrumbs":"SQL Reference » Functions » CHARACTER_LENGTH","id":"117","title":"CHARACTER_LENGTH"},"118":{"body":"The OCTET_LENGTH function returns the length of a string, in bytes (octets). SELECT OCTET_LENGTH('josé');\n-- 5 SELECT OCTET_LENGTH('❤️🥫');\n-- 10","breadcrumbs":"SQL Reference » Functions » OCTET_LENGTH","id":"118","title":"OCTET_LENGTH"},"119":{"body":"The TRIM, LTRIM, and RTRIM functions trim surrounding whitespace, whitespace to the left, and whitespace to the right of a string, respectively. SELECT TRIM(' hello ');\n-- 'hello' SELECT LTRIM(' hello ');\n-- 'hello ' SELECT RTRIM(' hello ');\n-- ' hello'","breadcrumbs":"SQL Reference » Functions » TRIM, LTRIM, RTRIM","id":"119","title":"TRIM, LTRIM, RTRIM"},"12":{"body":"If you know SQL, Endb SQL will feel instantly familiar. It is not \"SQL-like\". It is SQL. However, Endb SQL is dynamic , strongly-typed , time-aware , and shuns language embedding . Hopefully it is pleasant to use without feeling foreign.","breadcrumbs":"Tutorial » Endb SQL Basics » Endb SQL Basics","id":"12","title":"Endb SQL Basics"},"120":{"body":"The LOWER and UPPER functions downcase and upcase a string, respectively. SELECT LOWER('Relatable Algebra');\n-- 'relatable algebra' SELECT UPPER('Shouting Calculus');\n-- 'SHOUTING CALCULUS'","breadcrumbs":"SQL Reference » Functions » LOWER, UPPER","id":"120","title":"LOWER, UPPER"},"121":{"body":"The REPLACE function returns the string in the first parameter, with the second parameter (if found) replaced by the third. SELECT REPLACE('Relatable Algebra', 'Rela', 'Infla');","breadcrumbs":"SQL Reference » Functions » REPLACE","id":"121","title":"REPLACE"},"122":{"body":"The INSTR function returns the first character of a substring match on the second parameter, if found, and 0 if it is not found. SELECT INSTR('Coffee', 'ee');","breadcrumbs":"SQL Reference » Functions » INSTR","id":"122","title":"INSTR"},"123":{"body":"The SUBSTRING function returns the substring starting from the index provided as the second parameter. If the (optional) third parameter is provided, the substring will be of that length (or less, if the end of the source string is reached). SUBSTR is a synonym for SUBSTRING. SELECT SUBSTRING('Hello Edgar', 4);\nSELECT SUBSTR('Hello Edgar', 4, 2);","breadcrumbs":"SQL Reference » Functions » SUBSTRING","id":"123","title":"SUBSTRING"},"124":{"body":"The POSITION pseudo-function returns the first position of the first character of the first matched substring in another string. If the substring is not detected, POSITION returns 0. SELECT POSITION(\"h\" IN \"Hawaii\");\nSELECT POSITION(\"i\" IN \"Hawaii\");\nSELECT POSITION(\"Ha\" IN \"Hawaii\"); NOTE: POSITION is a \"pseudo-function\" because internally it uses custom syntax of the form <substring> IN <string>.","breadcrumbs":"SQL Reference » Functions » POSITION","id":"124","title":"POSITION"},"125":{"body":"The UNICODE function returns an integer unicode value for the first character of the parameter given. SELECT UNICODE('Adam');","breadcrumbs":"SQL Reference » Functions » UNICODE","id":"125","title":"UNICODE"},"126":{"body":"The CHAR function returns a string corresponding to the supplied integer character codes. SELECT CHAR(65, 66, 67);","breadcrumbs":"SQL Reference » Functions » CHAR","id":"126","title":"CHAR"},"127":{"body":"CONCAT is equivalent to the Concatenation Operator (||) except that CONCAT is limited to 2-arity applications and || can be chained.","breadcrumbs":"SQL Reference » Functions » CONCAT","id":"127","title":"CONCAT"},"128":{"body":"The LIKE function serves the same purpose as the LIKE operator . However, the argument order is (effectively) reversed for the LIKE function, to match the signature used in SQLite. For the function version, the pattern is the first argument. Optionally, an alternative escape character can be provided as a third argument. SELECT * FROM users WHERE LIKE('Stev%', name);\nSELECT * FROM users WHERE LIKE('EdgarX%', name, 'X');","breadcrumbs":"SQL Reference » Functions » LIKE","id":"128","title":"LIKE"},"129":{"body":"","breadcrumbs":"SQL Reference » Functions » Collection Functions","id":"129","title":"Collection Functions"},"13":{"body":"Endb is a schemaless document database. You do not need CREATE TABLE — tables are dynamically created when you insert data. The following SQL is valid as soon as you start endb: INSERT INTO posts (id, user_id, text) VALUES (123, 456, 'Hello World'); Try querying it out: SELECT * FROM posts;","breadcrumbs":"Tutorial » Endb SQL Basics » Just Begin","id":"13","title":"Just Begin"},"130":{"body":"The LENGTH function counts the number of entries in a collection. When supplied with a string, it is a synonym for CHARACTER_LENGTH. SELECT LENGTH([3, 2]);\nSELECT LENGTH({name: 'Peas', price: 8.99, product_no: 77});\nSELECT LENGTH('josé'); NOTE: CARDINALITY is an synonym for LENGTH.","breadcrumbs":"SQL Reference » Functions » LENGTH","id":"130","title":"LENGTH"},"131":{"body":"An object's keys can be selected using OBJECT_KEYS. SELECT OBJECT_KEYS({original_price: 1.99, sale_price: 1.50, coupon_price: 1.40});","breadcrumbs":"SQL Reference » Functions » OBJECT_KEYS","id":"131","title":"OBJECT_KEYS"},"132":{"body":"An object's values can be selected using OBJECT_VALUES. SELECT OBJECT_VALUES({original_price: 1.99, sale_price: 1.50, coupon_price: 1.40});","breadcrumbs":"SQL Reference » Functions » OBJECT_VALUES","id":"132","title":"OBJECT_VALUES"},"133":{"body":"Returns an array of key-value pairs representing the given object. SELECT OBJECT_ENTRIES({a: 1, b: 2, c: 3});\n-- [['a': 1], ['b': 2], ['c': 3]]","breadcrumbs":"SQL Reference » Functions » OBJECT_ENTRIES","id":"133","title":"OBJECT_ENTRIES"},"134":{"body":"Constructs an object from an array of key-value pairs. SELECT OBJECT_FROM_ENTRIES([['a', 1], ['b', 2], ['c', 3]]);\n-- {a: 1, b: 2, c: 3}","breadcrumbs":"SQL Reference » Functions » OBJECT_FROM_ENTRIES","id":"134","title":"OBJECT_FROM_ENTRIES"},"135":{"body":"The PATCH function takes two documents. The document returned is the first document \"patched\" with any fields found in the second document. If the second document does not specify a field, that field is left untouched. If the second document specifies any fields with values of NULL, those fields are removed. SELECT PATCH( {name: 'Salt', nutrition: {sodium: 100, ingredients: 'Kosher Salt'}}, {name: 'Sea Salt', nutrition: {ingredients: NULL}}\n); The PATCH function has an equivalent operator for data manipulation: UPDATE PATCH","breadcrumbs":"SQL Reference » Functions » PATCH","id":"135","title":"PATCH"},"136":{"body":"Table Value Functions are only valid within the FROM clause.","breadcrumbs":"SQL Reference » Functions » Table Value Functions","id":"136","title":"Table Value Functions"},"137":{"body":"The UNNEST function can be thought of as the inverse of ARRAY_AGG , although it offers more power than just unlinking elements. It takes an array or object and pulls its elements into separate rows. SELECT * FROM UNNEST([1.99, 2.99, 3.99]) AS products(price); It is possible to unnest multiple arrays. If the arrays do not have the same number of elements, the shorter array(s) will have those values filled with NULL: SELECT names.* FROM (VALUES (['Leslie', 'Edgar', 'fiver2'], ['Lamport', 'Codd'])) AS x(first, last), UNNEST(x.first, x.last) AS names(first, last); When unnesting an object, keys-value pairs will be returned as per object_entries . This behaviour is useful for manipulating collections: SELECT * FROM UNNEST({original_price: 1.99, sale_price: 1.50, coupon_price: 1.40}) AS prices(price);\n-- [{'price': ['sale_price', 1.5]},\n-- {'price': ['coupon_price', 1.4]},\n-- {'price': ['original_price', 1.99]}] Unnesting nested data from a queried table is done with the form FROM <table>, UNNEST(<table>.<column>) AS foo(new_column). For example: INSERT INTO msgs {text: \"Here is some classic material\", user: \"George\", workday: 2024-02-25, media: [{type: \"image\", src: \"dsm.png\"}, {type: \"video\", src: \"vldb.mp4\"}]}; WITH m AS (SELECT * FROM msgs, UNNEST(msgs.media) AS m(media))\nSELECT media FROM m WHERE media..type MATCH 'video'; WITH ORDINALITY UNNEST can be suffixed with WITH ORDINALITY to append an ordinal column to the results. SELECT * FROM UNNEST([1.99, 2.99, 3.99]) WITH ORDINALITY AS products(price, n);\n-- [{'n': 0, 'price': 1.99}, {'n': 1, 'price': 2.99}, {'n': 2, 'price': 3.99}] NOTE: Endb ordinals are zero-indexed.","breadcrumbs":"SQL Reference » Functions » UNNEST","id":"137","title":"UNNEST"},"138":{"body":"The GENERATE_SERIES function generates an array of numbers within a given interval. The first and second parameters are the start and end of the interval. The optional third parameter is a step value by which to increment each number. The result is returned as a single anonymous column (with the default name, column1) containing the array. SELECT * FROM GENERATE_SERIES(0, 21) AS t(s);\nSELECT * FROM GENERATE_SERIES(0, 21, 3) AS t(s); It is possible to use the result of GENERATE_SERIES in other SQL expressions, like IN: SELECT * FROM products WHERE product_no IN (SELECT column1 FROM generate_series(1000, 20000) AS foo);","breadcrumbs":"SQL Reference » Functions » GENERATE_SERIES","id":"138","title":"GENERATE_SERIES"},"139":{"body":"","breadcrumbs":"SQL Reference » Functions » Numeric Functions","id":"139","title":"Numeric Functions"},"14":{"body":"Endb is immutable, so it does not permit destructive UPDATE or DELETE. For example, if you run an UPDATE, your previous INSERT isn't lost. Before we update the record, we'll make note of the current time, according to the database. (Any time after the INSERT and before the UPDATE would suffice.) -- make note of this time to use below\nSELECT CURRENT_TIMESTAMP; Multiple statements can be separated by semicolons. This time, we'll update the record and view it at once: UPDATE posts SET text = 'Hello Immutable World' WHERE id = 123; SELECT * from posts; You'll note that Hello World from your original insert isn't visible. That's because it only exists in the past and, by default, SELECT will show the state of the database as of now . To see the old version, you can time-travel back to a time when the old record was visible. Copy the timestamp you noted, without the quotes, something like SELECT * from posts FOR SYSTEM_TIME AS OF 2024-01-01T00:00:00.000000Z;: SELECT * from posts FOR SYSTEM_TIME AS OF {YOUR_NOTED_TIMESTAMP}; NOTE: Although there is no destructive DELETE in an immutable database, there is ERASE, which exists to remove data for user safety and compliance with laws like GDPR.","breadcrumbs":"Tutorial » Endb SQL Basics » Immutable","id":"14","title":"Immutable"},"140":{"body":"The RANDOM function returns a random integer. SELECT RANDOM();","breadcrumbs":"SQL Reference » Functions » RANDOM","id":"140","title":"RANDOM"},"141":{"body":"Endb provides standard SQL math functions based on SQLite's collection of math functions: ROUND SIN COS TAN SINH COSH TANH ASIN ACOS ATAN ASINH ACOSH ATANH ATAN2 FLOOR CEILING, CEIL SIGN SQRT EXP POWER, POW LOG, LOG10 LOG2 LN DEGREES RADIANS PI ABS NOTE: Endb follows the choice of most SQL databases and aliases LOG to LOG10 rather than LN (natural log), as specified by the SQL standard. NOTE: Mathematical operators are documented under Operators .","breadcrumbs":"SQL Reference » Functions » Math","id":"141","title":"Math"},"142":{"body":"","breadcrumbs":"SQL Reference » Functions » Date/Time Functions","id":"142","title":"Date/Time Functions"},"143":{"body":"The STRFTIME function formats a date or time value as a string. SELECT strftime('%Y/%m/%d', date('2001-01-01'));\nSELECT strftime('%Y %m %d at %H %M %S', datetime('2001-01-01 03:04:05'));","breadcrumbs":"SQL Reference » Functions » STRFTIME","id":"143","title":"STRFTIME"},"144":{"body":"The UNIXEPOCH function returns the number of seconds since the UNIX epoch. Accepts a DATE, TIMESTAMP, or STRING. SELECT UNIXEPOCH('2023-01-01');\nSELECT UNIXEPOCH(1970-01-01T00:00:00Z);","breadcrumbs":"SQL Reference » Functions » UNIXEPOCH","id":"144","title":"UNIXEPOCH"},"145":{"body":"The JULIANDAY function returns the Julian Day, which is the number of days since noon in UTC on November 24, 4714 B.C. Accepts a DATE, TIMESTAMP, or STRING. SELECT JULIANDAY(1970-01-01);","breadcrumbs":"SQL Reference » Functions » JULIANDAY","id":"145","title":"JULIANDAY"},"146":{"body":"The EXTRACT pseudo-function provides a way to access one named, numerical portion of a date, time, or timestamp. Portions of dates can only be extracted from dates or timestamps. Portions of times can only be extracted from timestamps or times. SELECT EXTRACT(YEAR FROM CURRENT_DATE);\nSELECT EXTRACT(MONTH FROM CURRENT_DATE);\nSELECT EXTRACT(DAY FROM CURRENT_TIMESTAMP);\nSELECT EXTRACT(HOUR FROM CURRENT_TIMESTAMP);\nSELECT EXTRACT(MINUTE FROM CURRENT_TIME);\nSELECT EXTRACT(SECOND FROM CURRENT_TIME); NOTE: EXTRACT is a \"pseudo-function\" because internally it uses custom syntax of the form <named-portion> FROM <date>.","breadcrumbs":"SQL Reference » Functions » EXTRACT","id":"146","title":"EXTRACT"},"147":{"body":"The PERIOD function creates a new Period . It is equivalent to using Period literals. PERIOD(2001-04-01T00:00:00Z, 2001-05-01)","breadcrumbs":"SQL Reference » Functions » PERIOD","id":"147","title":"PERIOD"},"148":{"body":"","breadcrumbs":"SQL Reference » Functions » Aggregate Functions","id":"148","title":"Aggregate Functions"},"149":{"body":"The MIN and MAX functions return the minimum and maximum values for an expression, respectively. SELECT MIN(price) FROM products;\nSELECT MAX(price) FROM products; NOTE: MIN and MAX also have non-aggregate equivalents, which are 2-arity. When used that way, they each return the minimum or maximum value of the two values provided.","breadcrumbs":"SQL Reference » Functions » MIN, MAX","id":"149","title":"MIN, MAX"},"15":{"body":"Relationships are also dynamic. You can join any two tables on any two columns. Adding a user with id 456 allows a join with the previous posts table. INSERT INTO users (id, name) VALUES (456, 'Vikram'); SELECT * from posts p JOIN users u ON p.user_id = u.id;","breadcrumbs":"Tutorial » Endb SQL Basics » Dynamic Joins","id":"15","title":"Dynamic Joins"},"150":{"body":"The SUM function returns the sum of all non-null values under the column given as a parameter. SELECT SUM(price) FROM products; If all values for the given column are NULL, SUM returns NULL.","breadcrumbs":"SQL Reference » Functions » SUM","id":"150","title":"SUM"},"151":{"body":"The TOTAL function is equivalent to SUM except that it returns 0.0 in the case where all input values are NULL.","breadcrumbs":"SQL Reference » Functions » TOTAL","id":"151","title":"TOTAL"},"152":{"body":"The AVG function takes a numerical-type-agnostic average of all values under the column given as a parameter. SELECT AVG(price) FROM products;","breadcrumbs":"SQL Reference » Functions » AVG","id":"152","title":"AVG"},"153":{"body":"The COUNT function returns the count of non-null , non-empty values for the specified column. SELECT COUNT(price) FROM sales; NOTE: Because null/empty values are ignored, the behaviour of COUNT will differ from other SQL dialects. Whether or not COUNT(price) and COUNT(1) are equivalent is dependent on whether the price attribute exists with a non-null value on each document.","breadcrumbs":"SQL Reference » Functions » COUNT","id":"153","title":"COUNT"},"154":{"body":"The ARRAY_AGG function concatenates the results of an expression into an array. The parameter may be ordered within ARRAY_AGG. SELECT ARRAY_AGG(price) FROM products;\nSELECT ARRAY_AGG(name ORDER BY price DESC) FROM products; Note that when operating on arrays, the arrays themselves will be concatenated, not the contents of the arrays. The result will be an array of one higher dimension: SELECT ARRAY_AGG(x.column1) FROM (VALUES ([1,2]), ([3,4])) AS x;\n-- [{'column1': [[1, 2], [3, 4]]}]","breadcrumbs":"SQL Reference » Functions » ARRAY_AGG","id":"154","title":"ARRAY_AGG"},"155":{"body":"The GROUP_CONCAT function returns a string with concatenated non-null values from a column or group. Given a second parameter, It defaults to a comma-delimited list, but the second (optional) parameter can override the delimiter. SELECT GROUP_CONCAT(name) FROM products;\nSELECT GROUP_CONCAT(name, ':') FROM products;","breadcrumbs":"SQL Reference » Functions » GROUP_CONCAT","id":"155","title":"GROUP_CONCAT"},"156":{"body":"All aggregate functions can have a filter applied before aggregation. SELECT SUM(price) FILTER(WHERE price > 20) FROM products;","breadcrumbs":"SQL Reference » Functions » FILTER","id":"156","title":"FILTER"},"157":{"body":"","breadcrumbs":"SQL Reference » Functions » Data Type Functions","id":"157","title":"Data Type Functions"},"158":{"body":"The CAST function forces a value into a particular data type. Note that not all types are cast-compatible with each other. SELECT CAST(price AS INTEGER) FROM products;","breadcrumbs":"SQL Reference » Functions » CAST","id":"158","title":"CAST"},"159":{"body":"The TYPEOF function returns the type of the provided value. SELECT TYPEOF('hi2u');\nSELECT TYPEOF(1.12345678901234);\nSELECT TYPEOF(2018-01-01T00:00:00);","breadcrumbs":"SQL Reference » Functions » TYPEOF","id":"159","title":"TYPEOF"},"16":{"body":"Endb allows you to insert asymmetrical, jagged data. Let's add another user with more columns. INSERT INTO users (id, name, email) VALUES (789, 'Daniela', 'daniela@endatabas.com'); SELECT * from users; Note that the SELECT * is an implicitly dynamic query. It doesn't have any difficulty with the previous user document, even though it lacked an email column. In practice, most applications and SQL queries should specify exactly the columns they want to query. SELECT * is really only for exploratory queries, so it shows you everything visible in the table.","breadcrumbs":"Tutorial » Endb SQL Basics » Semi-Structured Data","id":"16","title":"Semi-Structured Data"},"160":{"body":"","breadcrumbs":"SQL Reference » Functions » Conditional Functions","id":"160","title":"Conditional Functions"},"161":{"body":"The IIF function is a conditional shorthand. It returns the second parameter if the condition is true and the third parameter if the condition is false. SELECT IIF(price > 5.99, 'Expensive!', 'Cheap') FROM products;","breadcrumbs":"SQL Reference » Functions » IIF","id":"161","title":"IIF"},"162":{"body":"The NULLIF function returns TRUE if the two supplied expressions are equal. SELECT NULLIF(1, 1);\nSELECT NULLIF(1, 'zig');","breadcrumbs":"SQL Reference » Functions » NULLIF","id":"162","title":"NULLIF"},"163":{"body":"The COALESCE function returns its first non-null argument. The following example returns 'zig': SELECT COALESCE(NULL, NULL, 'zig', 'zag');","breadcrumbs":"SQL Reference » Functions » COALESCE","id":"163","title":"COALESCE"},"164":{"body":"","breadcrumbs":"SQL Reference » Functions » Encoding Functions","id":"164","title":"Encoding Functions"},"165":{"body":"The BASE64 function takes a hexadecimal-encoded BLOB and returns a base64-encoded string, or vice-versa. BASE64 roundtrips its own data. There is therefore no BLOBFROMBASE64 function. SELECT BASE64(x'010203');\nSELECT BASE64('AQID');","breadcrumbs":"SQL Reference » Functions » BASE64","id":"165","title":"BASE64"},"166":{"body":"The UUID function returns a universally-unique identifier, as a string. The UUID_BLOB function takes a string UUID and returns a BLOB. The UUID_STR function takes a BLOB UUID and returns a string. When given a parameter of their return type, UUID_BLOB and UUID_STR will format the UUID provided. SELECT UUID();\nSELECT UUID_BLOB('d2ce21c9-d268-409a-b1e0-49e1200bfa47');\nSELECT UUID_STR(x'd2ce21c9d268409ab1e049e1200bfa47'); -- formatting:\nSELECT UUID_BLOB(x'd2ce21c9d268409ab1e049e1200bfa47');\nSELECT UUID_STR('d2ce21c9d268409ab1e049e1200bfa47');","breadcrumbs":"SQL Reference » Functions » UUID","id":"166","title":"UUID"},"167":{"body":"The SHA1 function takes either a hexadecimal-encoded BLOB, a string, or a number. It returns the SHA-1 encoding of that value. SELECT SHA1('2');","breadcrumbs":"SQL Reference » Functions » SHA1","id":"167","title":"SHA1"},"168":{"body":"The RANDOMBLOB function returns a random binary large object of the size given, in bytes. The ZEROBLOB function returns a zeroed-out binary large object of the size given, in bytes. SELECT RANDOMBLOB(32);\nSELECT ZEROBLOB(32);","breadcrumbs":"SQL Reference » Functions » RANDOMBLOB, ZEROBLOB","id":"168","title":"RANDOMBLOB, ZEROBLOB"},"169":{"body":"The HEX function takes a BLOB (or coerces its argument into a UTF-8 string, which in turn is interpreted as a BLOB) and turns the BLOB into an upper-case hexadecimal string. The UNHEX function takes a hexadecimal string and turns it into a BLOB. The hexadecimal string provided must contain character pairs . UNHEX takes an optional second parameter: a string containing non-hexadecimal characters to be ignored in the first parameter. If non-hexadecimal characters are found in the first parameter but not ignored in the second parameter, UNHEX returns NULL. SELECT HEX(15);\n-- '3135' SELECT UNHEX('3135');\n-- b'15' SELECT UNHEX('3135ZZ', 'Z');\n-- b'15' SELECT UNHEX('3135ZZ', 'M');\n-- NULL","breadcrumbs":"SQL Reference » Functions » HEX, UNHEX","id":"169","title":"HEX, UNHEX"},"17":{"body":"It may seem strange to leave jagged columns lying around. Endb doesn't discourage you from cleaning up your data, if you can: UPDATE users SET email = 'vikram@stockholm.se' WHERE name = 'Vikram'; SELECT * from users; The difference in Endb is that we haven't \"migrated\" the old data — it's still there. If you query for Vikram's user document as of 2 minutes ago, you will see the old record without an email. Queries in Endb always default to as-of-now , which is why the results of the query above shouldn't be surprising.","breadcrumbs":"Tutorial » Endb SQL Basics » Data \"Migration\"","id":"17","title":"Data \"Migration\""},"170":{"body":"","breadcrumbs":"SQL Reference » Functions » Vector Functions","id":"170","title":"Vector Functions"},"171":{"body":"At the moment, Endb performs exact nearest neighbor search, which provides perfect recall. Endb may support approximate vector indexes in the future, which trade accuracy for speed.","breadcrumbs":"SQL Reference » Functions » Indexing","id":"171","title":"Indexing"},"172":{"body":"The L2_DISTANCE function returns the Euclidean distance between two vectors. It is symmetrical to the <-> operator. SELECT L2_DISTANCE([-0.7888,-0.7361,-0.6208,-0.5134,-0.4044], [0.8108,0.6671,0.5565,0.5449,0.4466]);\n-- [{'column1': 2.7853052938591847}]","breadcrumbs":"SQL Reference » Functions » L2_DISTANCE","id":"172","title":"L2_DISTANCE"},"173":{"body":"The COSINE_DISTANCE function returns the complement of Cosine Similarity for two vectors. It is symmetrical to the <=> operator. SELECT COSINE_DISTANCE([-0.7888,-0.7361,-0.6208,-0.5134,-0.4044], [0.8108,0.6671,0.5565,0.5449,0.4466]);\n-- [{'column1': 1.9970250541178656}]","breadcrumbs":"SQL Reference » Functions » COSINE_DISTANCE","id":"173","title":"COSINE_DISTANCE"},"174":{"body":"The INNER_PRODUCT function returns the Inner Product of two vectors. It is inverse of the <#> operator. SELECT INNER_PRODUCT([1,2], [3,4]);\n-- [{'column1': 11.0}]","breadcrumbs":"SQL Reference » Functions » INNER_PRODUCT","id":"174","title":"INNER_PRODUCT"},"175":{"body":"To make best use of Time Queries, it is a good idea to review the time-related SQL data types, such as TIMESTAMP, DATE, TIME, and INTERVAL. These are covered in the SQL Data Types section. It is also a good idea to review Endb's other time-related functions, in case they are helpful to you: STRFTIME UNIXEPOCH JULIANDAY","breadcrumbs":"SQL Reference » Time Queries » Time Queries","id":"175","title":"Time Queries"},"176":{"body":"All Endb temporal predicates (CONTAINS, OVERLAPS, PRECEDES, SUCCEEDS, IMMEDIATELY PRECEDES, and IMMEDIATELY SUCCEEDS) follow the SQL:2011 standard's \"closed-open period model\". This means that a period represents all times starting from (and including) the start time up to (but excluding) the end time.","breadcrumbs":"SQL Reference » Time Queries » Note on SQL:2011 closed-open period model","id":"176","title":"Note on SQL:2011 closed-open period model"},"177":{"body":"Endb currently only supports times encoded as UTC.","breadcrumbs":"SQL Reference » Time Queries » Note on timezones","id":"177","title":"Note on timezones"},"178":{"body":"Endb provides access to the current value of the clock \"now\" in multiple date/time configurations.","breadcrumbs":"SQL Reference » Time Queries » Now","id":"178","title":"Now"},"179":{"body":"CURRENT_TIMESTAMP gets the current date and time in UTC. SELECT CURRENT_TIMESTAMP;","breadcrumbs":"SQL Reference » Time Queries » CURRENT_TIMESTAMP","id":"179","title":"CURRENT_TIMESTAMP"},"18":{"body":"Endb eschews JSONB columns in favour of a native, strongly-typed, document-relational model. INSERT INTO users (id, name, friends)\nVALUES (123, 'Anastasia', [{name: 'Heikki', country: 'Finland'}, {name: 'Amit', country: 'Japan'}]); SELECT users.friends[1] FROM users WHERE id = 123; The users.friends[1] expression above is a path expression . A detailed explanation of Endb's path navigation is provided in the SQL Reference Path Navigation docs .","breadcrumbs":"Tutorial » Endb SQL Basics » Nested Data","id":"18","title":"Nested Data"},"180":{"body":"CURRENT_TIME gets the current time in UTC. SELECT CURRENT_TIME;","breadcrumbs":"SQL Reference » Time Queries » CURRENT_TIME","id":"180","title":"CURRENT_TIME"},"181":{"body":"CURRENT_DATE gets the current date in UTC. Note that this may be different from your local date, depending on the time of day when your query is run. SELECT CURRENT_DATE;","breadcrumbs":"SQL Reference » Time Queries » CURRENT_DATE","id":"181","title":"CURRENT_DATE"},"182":{"body":"All states an Endb database has ever seen are recorded, immutably. Accessing these prior states is accomplished by querying System Time. System Time is encoded in a special column, which is normally invisible to most queries, named system_time (lower case). Because system_time is invisible by default, it must be retrieved explicitly: SELECT *, system_time FROM products;","breadcrumbs":"SQL Reference » Time Queries » System Time","id":"182","title":"System Time"},"183":{"body":"Endb permits time-traveling queries with the SQL:2011-compatible AS OF operator. The query will treat the DATE or TIMESTAMP supplied after AS OF as if it were that time now . SELECT * FROM products FOR SYSTEM_TIME AS OF 2023-08-25T00:00:00;","breadcrumbs":"SQL Reference » Time Queries » AS OF (Time Travel)","id":"183","title":"AS OF (Time Travel)"},"184":{"body":"Endb permits time-omniscient queries with the SQL:2011-compatible ALL operator. All states, across the entire history of the relevant tables, are visible to a query suffixed with FOR SYSTEM_TIME ALL: SELECT * FROM products FOR SYSTEM_TIME ALL;","breadcrumbs":"SQL Reference » Time Queries » ALL (Time Omniscience)","id":"184","title":"ALL (Time Omniscience)"},"185":{"body":"The syntax for time-aware BETWEEN is the same as the normal BETWEEN operator . Inspect System Time with the form FOR SYSTEM_TIME BETWEEN x AND y. SELECT * FROM products FOR SYSTEM_TIME BETWEEN 2023-08-24T00:00:00 AND 2023-08-25T00:00:00;","breadcrumbs":"SQL Reference » Time Queries » BETWEEN","id":"185","title":"BETWEEN"},"186":{"body":"Selects rows which fall between the two times, similar to BETWEEN, but is exclusive of both the start and end times. SELECT * FROM products FOR SYSTEM_TIME FROM 2023-08-24T00:00:00 TO 2023-08-30T00:00:00;","breadcrumbs":"SQL Reference » Time Queries » FROM ... TO","id":"186","title":"FROM ... TO"},"187":{"body":"The standard SQL:2011 period predicates are available.","breadcrumbs":"SQL Reference » Time Queries » Period Predicates","id":"187","title":"Period Predicates"},"188":{"body":"Returns TRUE if the second period is contained within the first. SELECT {start: 2001-01-01, end: 2001-04-01} CONTAINS {start: 2001-02-01, end: 2001-04-01};","breadcrumbs":"SQL Reference » Time Queries » CONTAINS","id":"188","title":"CONTAINS"},"189":{"body":"Returns TRUE if any part of the first period is found within the second. SELECT {start: 2001-01-01, end: 2001-03-01} OVERLAPS {start: 2001-02-01, end: 2001-04-01};","breadcrumbs":"SQL Reference » Time Queries » OVERLAPS","id":"189","title":"OVERLAPS"},"19":{"body":"Because of Endb's native document-relational model, rows are documents and vice-versa. You can use an INSERT statement to add a document directly to the database: INSERT INTO users {id: 890, name: 'Aaron', friends: [{name: 'Jeff', country: 'Canada'}, {name: 'Kaia', country: 'Japan'}]};","breadcrumbs":"Tutorial » Endb SQL Basics » Documents","id":"19","title":"Documents"},"190":{"body":"Returns TRUE if the first period ends before the second period begins. SELECT 2001-03-01 PRECEDES [2001-04-01T00:00:00Z, 2001-05-01];","breadcrumbs":"SQL Reference » Time Queries » PRECEDES","id":"190","title":"PRECEDES"},"191":{"body":"Returns TRUE if the first period begins after the second period ends. SELECT 2001-06-01 SUCCEEDS [2001-04-01T00:00:00Z, 2001-05-01];","breadcrumbs":"SQL Reference » Time Queries » SUCCEEDS","id":"191","title":"SUCCEEDS"},"192":{"body":"Returns TRUE if the first period ends exactly as the second period begins. SELECT 2001-04-01 IMMEDIATELY PRECEDES [2001-04-01T00:00:00Z, 2001-05-01];","breadcrumbs":"SQL Reference » Time Queries » IMMEDIATELY PRECEDES","id":"192","title":"IMMEDIATELY PRECEDES"},"193":{"body":"Returns TRUE if the first period begins exactly as the second period ends. SELECT 2001-05-01 IMMEDIATELY SUCCEEDS [2001-04-01T00:00:00Z, 2001-05-01];","breadcrumbs":"SQL Reference » Time Queries » IMMEDIATELY SUCCEEDS","id":"193","title":"IMMEDIATELY SUCCEEDS"},"194":{"body":"Because Endb is schemaless and semi-structured, it offers a number of powerful path-nativation primitives inspired by JSONPath , SQL/JSON , and their derivatives in legacy relational databases. You will want to familiarize yourself with Endb's nested data types (arrays and objects) before learning about path navigation. It will also be helpful to learn about other functions and operators that are frequently helpful in conjunction with path navigation: MATCH - filter by containment ARRAY_AGG - concatenate results into an array UNNEST - pull array elements into separate rows WITH - Common Table Expressions In the examples below, most path examples are shown in the SELECT clause, but they are also valid in the WHERE clause.","breadcrumbs":"SQL Reference » Path Navigation » Path Navigation","id":"194","title":"Path Navigation"},"195":{"body":"If you are familiar with arrays and objects, try adding some nested objects to the table paths (the table name is arbitrary). INSERT INTO paths {a: 2, b: {a: 3}, c: [{a: 1}, 2]};","breadcrumbs":"SQL Reference » Path Navigation » Nested Objects","id":"195","title":"Nested Objects"},"196":{"body":"Navigating the root of any document (row) as a tree looks like standard SQL, because it is: SELECT a FROM paths; Similarly, however, it is possible to navigate documents listed in an array: SELECT [{a: 2}, {a: 3}, {b: 4}].a;\n-- [{'a': [2, 3]}] It is also possible to navigate fields of sub-documents (columns of nested rows) with further dot notation: SELECT b.a FROM paths;\n-- [{'a': 3}]","breadcrumbs":"SQL Reference » Path Navigation » Root Navigation","id":"196","title":"Root Navigation"},"197":{"body":"It is possible (and helpful) to create a row literal to represent rows returned, so they are easier to navigate. The format of a row literal is { <table>.* }: SELECT { paths.* } FROM paths; Or the shorthand: SELECT paths FROM paths; See Row Literal Data Type","breadcrumbs":"SQL Reference » Path Navigation » Row Literals","id":"197","title":"Row Literals"},"198":{"body":"The double dot (..) notation performs a \"deep scan\" by recursively walking the document to match the name given. SELECT { paths.* }..a FROM paths;\n-- [{'a': [2, 3, 1]}] SELECT b..a FROM paths;\n-- [{'a': [3]}] SELECT * FROM paths WHERE paths..a MATCH 3; -- finds a match\nSELECT * FROM paths WHERE paths..a MATCH 4; -- does not","breadcrumbs":"SQL Reference » Path Navigation » Recursive Paths","id":"198","title":"Recursive Paths"},"199":{"body":"The square bracket notation (['<NAME>']) performs a lookup of a single descendent child. SELECT { paths.* }['b']['a'] FROM paths;\n-- [{'a': 3}] SELECT b['a'] FROM paths;\n-- [{'a': 3}] Named Children can be combined with recursive paths, though the default recursive path syntax is synonymous with named children: SELECT { paths.* }..a FROM paths;\nSELECT { paths.* }..['a'] FROM paths;\nSELECT b..['a'] FROM paths;","breadcrumbs":"SQL Reference » Path Navigation » Named Child","id":"199","title":"Named Child"},"2":{"body":"This quick tutorial intends to walk you through the core aspects of Endb. By the end, you will have endb installed (if you want) and you will have used it to learn some of what it can do. Quickstart Try It! Endb SQL Basics","breadcrumbs":"Tutorial » Tutorial","id":"2","title":"Tutorial"},"20":{"body":"Endb will always do its best to provide you with meaningful error messages that point you to a solution: SELECT * FROM im_not_here;","breadcrumbs":"Tutorial » Endb SQL Basics » Error Messages","id":"20","title":"Error Messages"},"200":{"body":"The square bracket notation ([<NUMBER>]) can also perform indexed lookups of a single descendent child. SELECT { paths.* }['b'][0] FROM paths;\n-- [{'column1': {'a': 3}}] SELECT { paths.* }['c'][1] FROM paths;\n-- [{'column1': 2}] SELECT c[1] FROM paths;\n-- [{'column1': 2}] Numbered Children can be combined with recursive paths. This finds and returns all indexed values, counting backward: SELECT { paths.* }..[-1] FROM paths;\n-- [{'column1': [2]}]","breadcrumbs":"SQL Reference » Path Navigation » Numbered Child","id":"200","title":"Numbered Child"},"201":{"body":"The square bracket notation ([*]) can also perform a wildcard lookup of all descendent children. SELECT [{a: 2}, {a: 3}, {b: 4}, 5][*]; Wildcards can be combined with recursive paths. This finds and returns all values: SELECT { paths.* }..[*] FROM paths;\n-- [{'column1': [2, {'a': 3}, [{'a': 1}, 2], 3, {'a': 1}, 2, 1]}] SELECT c..[*] FROM paths;\n-- [{'column1': [{'a': 1}, 2, 1]}]","breadcrumbs":"SQL Reference » Path Navigation » Wildcard Child","id":"201","title":"Wildcard Child"},"202":{"body":"Path editing is accomplished with an extended path syntax, where each path begins with $. Endb's path editing functions are heavily inspired by SQLite's JSON Functions . Path editing functions add functionality ($, #) to a subset Endb's normal path navigation syntax: path editing functions do not support recursion or wildcards. Path editing functions are available to UPDATE ... SET and UPDATE ... UNSET/REMOVE .","breadcrumbs":"SQL Reference » Path Navigation » Path Functions","id":"202","title":"Path Functions"},"203":{"body":"Takes an object, a path, and a new value. The new value will overwrite existing fields or add a new field if it doesn't already exist. SELECT path_set({a: 2, c: 4}, $.c, [97,96]);\n-- {'a': 2, 'c': [97, 96]}","breadcrumbs":"SQL Reference » Path Navigation » path_set","id":"203","title":"path_set"},"204":{"body":"Takes an object, a path, and a new value. The new value is ignored if the path does not match an existing field. SELECT path_replace({a: 2, c: 4}, $.a, 99);\n-- {'a': 99, 'c': 4} SELECT path_replace({a: 2, c: 4}, $.e, 99);\n-- {'a': 2, 'c': 4}","breadcrumbs":"SQL Reference » Path Navigation » path_replace","id":"204","title":"path_replace"},"205":{"body":"Takes an object, a path, and a new value. The new value is ignored if the path matches an existing field. SELECT path_insert({a: 2, c: 4}, $.e, 99);\n-- {'a': 2, 'c': 4, 'e': 99}","breadcrumbs":"SQL Reference » Path Navigation » path_insert","id":"205","title":"path_insert"},"206":{"body":"Takes an object and a variable number of arguments specifying which paths to remove. If a path is not found, nothing is removed for that argument. # represents the last element in a collection. SELECT path_remove([0,1,2,3,4], $[#-1], $[0]);\n-- [1, 2, 3] SELECT path_remove({x: 25, y: 42}, $.y);\n-- {'x': 25}","breadcrumbs":"SQL Reference » Path Navigation » path_remove","id":"206","title":"path_remove"},"207":{"body":"Takes an object and a variable number of path arguments. Returns the value found at each path, if any, otherwise NULL. If only a single path is provided, a scalar is returned. If multiple paths are provided, an array is returned. SELECT path_extract({a: 2, c: [4, 5, {f: 7}]}, $.c[2].f);\n-- 7 SELECT path_extract({a: 2, c: [4, 5], f: 7}, $.x, $.a);\n-- [NULL, 2]","breadcrumbs":"SQL Reference » Path Navigation » path_extract","id":"207","title":"path_extract"},"208":{"body":"Endb allows introspection of its information schema. The Endb information schema does not describe the structure of each table. Because Endb is a document database, each document (row) is responsible for its own schema. The information schema is used by Endb to describe database objects at a high level and is used for schemaless queries, such as SELECT *. Note that all information schema tables are hard-coded to lower-case names and must be queried as such.","breadcrumbs":"SQL Reference » Schema » Schema","id":"208","title":"Schema"},"209":{"body":"-> SELECT * FROM information_schema.tables;\n[{'table_catalog': None, 'table_name': 'stores', 'table_schema': 'main', 'table_type': 'BASE TABLE'}, {... 'table_name': 'products', ... }, {... 'table_name': 'sales', ... }]","breadcrumbs":"SQL Reference » Schema » Tables","id":"209","title":"Tables"},"21":{"body":"Much more detail on Endb SQL is provided in the SQL Reference .","breadcrumbs":"Tutorial » Endb SQL Basics » Learn More","id":"21","title":"Learn More"},"210":{"body":"-> SELECT * FROM information_schema.columns;\n[{'column_name': 'addresses', 'ordinal_position': 0, 'table_catalog': None, 'table_name': 'stores', 'table_schema': 'main'}, {'column_name': 'brand', ... }, {'column_name': 'price', ... }, ... ]","breadcrumbs":"SQL Reference » Schema » Columns","id":"210","title":"Columns"},"211":{"body":"-> SELECT * FROM information_schema.views;\n[{'table_catalog': None, 'table_name': 'sold_products', 'table_schema': 'main', 'view_definition': 'SELECT * FROM products p JOIN sales s ON p.id = s.p_id'}]","breadcrumbs":"SQL Reference » Schema » Views","id":"211","title":"Views"},"212":{"body":"The check_constraints table in Endb is used to store assertions . -> SELECT * FROM information_schema.check_constraints;\n[{'check_clause': \"(NOT EXISTS (SELECT * FROM users WHERE TYPEOF(email) != 'text'))\", 'constraint_catalog': None, 'constraint_name': 'string_email', 'constraint_schema': 'main'}]","breadcrumbs":"SQL Reference » Schema » Check Constraints","id":"212","title":"Check Constraints"},"213":{"body":"Endb provides basic view functionality.","breadcrumbs":"SQL Reference » Views » Views","id":"213","title":"Views"},"214":{"body":"CREATE VIEW creates a non-materialized view based on the query which follows the AS operator. Column names are listed in parentheses after the view name. CREATE VIEW simple_products(name, price) AS SELECT name, ROUND(price) FROM products; Alternatively, named columns can each immediately follow queried columns. CREATE VIEW easy_products AS SELECT name label, ROUND(price) easy_price FROM products; NOTE: To modify a view, use DROP VIEW then re-create the view with the desired columns.","breadcrumbs":"SQL Reference » Views » CREATE VIEW","id":"214","title":"CREATE VIEW"},"215":{"body":"DROP VIEW deletes a view based on its name. DROP VIEW easy_products;","breadcrumbs":"SQL Reference » Views » DROP VIEW","id":"215","title":"DROP VIEW"},"216":{"body":"","breadcrumbs":"SQL Reference » Assertions » Assertions","id":"216","title":"Assertions"},"217":{"body":"Creates a checked, deferred assertion which executes on commit for inserts and updates. Although CREATE ASSERTION (normally) refers to the table it is asserting on, that table need not exist for the assertion to be created.","breadcrumbs":"SQL Reference » Assertions » CREATE ASSERTION","id":"217","title":"CREATE ASSERTION"},"218":{"body":"CREATE ASSERTION string_email CHECK (NOT EXISTS (SELECT * FROM users WHERE TYPEOF(email) != 'text'));\nINSERT INTO users {name: 'Steven', email: 123};","breadcrumbs":"SQL Reference » Assertions » Type Constraint","id":"218","title":"Type Constraint"},"219":{"body":"There are a number of possible ways to create the equivalent of a UNIQUE constraint, as found in schema-on-write databases. One sensible approach is given below. CREATE ASSERTION unique_email CHECK (1 >= (SELECT MAX(c.cnt) FROM (SELECT COUNT(*) AS cnt FROM users GROUP BY email) AS c));\nINSERT INTO users {name: 'Steven', email: 's@endatabas.com'};\nINSERT INTO users {name: 'Sarah', email: 's@endatabas.com'};","breadcrumbs":"SQL Reference » Assertions » Unique Constraint","id":"219","title":"Unique Constraint"},"22":{"body":"The SQL Reference contains details and edge cases about Endb SQL. NOTE: The Endb SQL dialect is under active development. While most major features of Endb SQL are stable, some more esoteric features (MATCH, path navigation, etc.) may experience naming and semantics changes before Endb 1.0 is released. Intention Data Manipulation Queries SQL Data Types Operators Functions Time Queries Path Navigation Schema Views Assertions","breadcrumbs":"SQL Reference » SQL Reference","id":"22","title":"SQL Reference"},"220":{"body":"There are multiple possible meanings to \"not null\" columns in Endb: Columns can be strictly checked for literal NULL in the value position. Rows can be forbidden from eliding a column (a missing value). Both literal NULL and elided columns can both be prevented. This example checks for literal NULL only: CREATE ASSERTION notnull_email CHECK (NOT EXISTS (SELECT * FROM users WHERE email IS NULL));\nINSERT INTO users {name: 'Tian Tian', email: NULL}; -- check fails\nINSERT INTO users {name: 'Tian Tian'}; -- permitted","breadcrumbs":"SQL Reference » Assertions » Not Null Constraint","id":"220","title":"Not Null Constraint"},"221":{"body":"Removes an assertion from the database based on its name. DROP ASSERTION string_email;","breadcrumbs":"SQL Reference » Assertions » DROP ASSERTION","id":"221","title":"DROP ASSERTION"},"222":{"body":"Endatabas provides a variety of tools to communicate with an Endb instance. The Console is a command-line user interface to send SQL to Endb manually. The client libraries are used in the data access layer of an application which uses Endb for storage. The client libraries support both HTTP and WebSocket APIs. To access Endb over HTTP, create an Endb instance and call the sql method on it. To access Endb over WebSockets, create an EndbWebSocket instance and call the sql method on it. See the language-specific documentation below for further details. Console JavaScript / TypeScript Python NOTE: For any programming language not listed above, it is possible to create small client libraries such as these using the HTTP and WebSocket APIs. All official Endatabas clients are permissively-licensed and you are welcome to use them as examples to create your own client library. Their source code is available here: https://github.com/endatabas/endb/tree/main/clients","breadcrumbs":"Clients » Clients","id":"222","title":"Clients"},"223":{"body":"A small console is provided to learn Endb SQL interactively and run experimental queries. It is distributed in the same Python package as the Python client .","breadcrumbs":"Clients » Console » Console","id":"223","title":"Console"},"224":{"body":"pip install endb","breadcrumbs":"Clients » Console » Install","id":"224","title":"Install"},"225":{"body":"endb_console [--url URL] [-u USERNAME] [-p PASSWORD] Show additional command line options with endb_console --help: usage: endb_console [-h] [--url URL] [-u USERNAME] [-p PASSWORD] [sql ...] positional arguments: sql SQL statement or file options: -h, --help show this help message and exit --url URL -u USERNAME, --username USERNAME -p PASSWORD, --password PASSWORD","breadcrumbs":"Clients » Console » Usage","id":"225","title":"Usage"},"226":{"body":"When the Endb console starts, it will provide a multiline prompt (->) where you can enter SQL statements and queries. The prompt will extend onto new lines (..) until you enter a semicolon. -> INSERT INTO users\n.. {name: 'Conrad', email: 'c1o2n@shell.com'};\n-> SELECT * FROM users; The console has history which you can use the up and down arrows to navigate. History does not persist between console sessions. Learn more about Endb SQL in the SQL Reference . To quit, type CTRL+D.","breadcrumbs":"Clients » Console » Prompt","id":"226","title":"Prompt"},"227":{"body":"The console comes with a number of special, non-SQL commands.","breadcrumbs":"Clients » Console » Commands","id":"227","title":"Commands"},"228":{"body":"Set the URL at runtime with the url command. -> url https://192.168.1.200:3803/sql","breadcrumbs":"Clients » Console » URL","id":"228","title":"URL"},"229":{"body":"Set the accept header content type at runtime with the accept command. -> accept text/csv","breadcrumbs":"Clients » Console » Accept","id":"229","title":"Accept"},"23":{"body":"The goal of Endb's SQL dialect is to be small, coherent, and powerful. The SQL specification is massive, with pages ordering in the thousands. Rather than implement the entire SQL specification from scratch (a gargantuan task) or mimic the SQL dialect of another database, Endb chooses a tiny core and builds powerful, composable features on top of that. This tiny core draws inspiration from many sources, but SQLite in particular. If SQLite supports a particular operator or function, Endb SQL also tries to. Endb SQL also draws strong inspiration from the SQL specification itself (and its predecessors ) and from PostgreSQL . Endb SQL's nested data is also heavily inspired by JSONPath , SQL/JSON , and their derivatives found in major SQL databases. Light inspiration is drawn from PartiQL , SQL++ , and XQuery . For more information on Endb's influences, please see our bibliography .","breadcrumbs":"SQL Reference » Intention » Intention","id":"23","title":"Intention"},"230":{"body":"Set the username at runtime with the username command. -> username efcodd","breadcrumbs":"Clients » Console » Username","id":"230","title":"Username"},"231":{"body":"Set the password at runtime with the password command. -> password equ1valenc3","breadcrumbs":"Clients » Console » Password","id":"231","title":"Password"},"232":{"body":"All SQL commands can be timed by toggling the timer on: timer on. Toggle the timer back off with timer off. -> timer on\n-> SELECT * FROM users;\n[{'name': 'Aaron'} {'name': 'Irene'} ... ]\nElapsed: 0.003904 ms","breadcrumbs":"Clients » Console » Timer","id":"232","title":"Timer"},"233":{"body":"Quit the console by typing quit. -> quit","breadcrumbs":"Clients » Console » Quit","id":"233","title":"Quit"},"234":{"body":"The console communicates with Endb over the HTTP API . Data is returned as LD-JSON documents and marshalled into strongly-typed Python objects. For example: [{'date': None, 'email': 'c1o2n@shell.com', 'name': 'Conrad'}, {'date': datetime.datetime(2024, 1, 29, 18, 18, 30, 129159, tzinfo=datetime.timezone.utc), 'email': 'kitty@tramline.in', 'name': 'Akshay'}] The Data Types page talks about types in more detail.","breadcrumbs":"Clients » Console » Data Types","id":"234","title":"Data Types"},"235":{"body":"The JavaScript and TypeScript client library is used to communicate with an Endb instance from a JavaScript or TypeScript application. Type declarations are provided in the package for TypeScript. NPM Package: @endatabas/endb","breadcrumbs":"Clients » JavaScript » JavaScript","id":"235","title":"JavaScript"},"236":{"body":"Install Usage Examples Import Endb EndbWebSocket sql() Template Literals Data Types Complete Examples JavaScript API Reference","breadcrumbs":"Clients » JavaScript » Table of Contents","id":"236","title":"Table of Contents"},"237":{"body":"npm install @endatabas/endb\nnpm install ws","breadcrumbs":"Clients » JavaScript » Install","id":"237","title":"Install"},"238":{"body":"","breadcrumbs":"Clients » JavaScript » Usage Examples","id":"238","title":"Usage Examples"},"239":{"body":"import { Endb, EndbWebSocket } from '@endatabas/endb';","breadcrumbs":"Clients » JavaScript » Import","id":"239","title":"Import"},"24":{"body":"Creating, updating, and deleting data in Endb is done using standard SQL Data Manipulation Language (DML). Endb is also immutable and schemaless, so it contains a number of shorthands and document-oriented conveniences. Endb does not require any Data Definition Language (DDL), such as CREATE TABLE.","breadcrumbs":"SQL Reference » Data Manipulation » Data Manipulation","id":"24","title":"Data Manipulation"},"240":{"body":"Use the Endb class to communicate with Endb over HTTP. It accepts an optional url parameter. Options can be supplied for accept, username, and password. Accept headers default to LD-JSON and can be set to any valid content type listed in the HTTP API . If you choose application/vnd.apache.arrow.file or application/vnd.apache.arrow.stream, the raw response body will be be returned from sql(). var e = new Endb();\nvar e = new Endb('http://localhost:3803/sql');\nvar e = new Endb('http://localhost:3803/sql', {accept: 'text/csv'});\nvar e = new Endb('http://localhost:3803/sql', {accept: 'application/json', username: 'zig', password: 'zag'}); NOTE: Choosing accept headers other than LD-JSON will return JavaScript data structures symmetrical with those returned from the respective accept header provided to the HTTP API. text/csv returns comma-delimited strings, application/json returns tuples as arrays, and so on.","breadcrumbs":"Clients » JavaScript » Endb","id":"240","title":"Endb"},"241":{"body":"Use the EndbWebSocket class to communicate with Endb over WebSockets. It accepts an optional url parameter. Options can be supplied for ws (any implementation of the JavaScript WebSocket interface definition ), username, and password. In a web browser, ws will default to the web browser's WebSocket implementation. EndbWebSocket only communicates in LD-JSON, so the accept header cannot be set. // in web browser:\nvar ews = new EndbWebSocket();\nvar ews = new EndbWebSocket('ws://localhost:3803/sql', {username: 'zig', password: 'zag'}); // in node.js:\nimport WebSocket from 'ws';\nvar ews = new EndbWebSocket({ws: WebSocket});\nvar ews = new EndbWebSocket('ws://localhost:3803/sql', {ws: WebSocket, username: 'zig', password: 'zag'});","breadcrumbs":"Clients » JavaScript » EndbWebSocket","id":"241","title":"EndbWebSocket"},"242":{"body":"The asynchronous sql method is available to both Endb and EndbWebSocket. It accepts q, and optional p, m, and accept parameters and returns an array of strongly-typed documents. (See JavaScript API Reference .) To ignore the p or m parameters but still supply an accept header, supply the default values or null. e.sql(\"SELECT * FROM users;\");\ne.sql(\"INSERT INTO USERS (date, name, email) VALUES (?, ?, ?);\", [new Date(), 'Aaron', 'aaron@canadahealth.ca']);\ne.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true);\ne.sql(\"SELECT * FROM users;\", [], false, 'text/csv');\ne.sql(\"SELECT * FROM users;\", null, null, 'application/json');\ne.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true, 'text/csv');","breadcrumbs":"Clients » JavaScript » sql()","id":"242","title":"sql()"},"243":{"body":"It is possible to use Template Literals (string templating) to pass named SQL parameters. The parameter passed to the Template Literal is only valid when used in a position where a positional SQL parameter is also valid. The signature which accepts Template Literals does not accept any other parameters to the method. var n = 'Michael';\ne.sql`INSERT INTO users (name) VALUES (${n});`; var u = {name: 'Radha', roles: ['artist', 'marketing']};\ne.sql`INSERT INTO users ${u}`;","breadcrumbs":"Clients » JavaScript » Template Literals","id":"243","title":"Template Literals"},"244":{"body":"When an LD-JSON (default) accept header is used, strongly typed data is returned according to this mapping: null - null xsd:date - Date xsd:dateTime - Date xsd:base64Binary - Uint8Array xsd:integer - BigInt For more information on Endb data types, see the Data Types doc .","breadcrumbs":"Clients » JavaScript » Data Types","id":"244","title":"Data Types"},"245":{"body":"import { Endb } from '@endatabas/endb'; var e = new Endb();\nawait e.sql(\"INSERT INTO users {name: 'Thupil'};\");\nvar result = await e.sql(\"SELECT * FROM users;\");\nconsole.log(result); var e2 = new Endb('http://localhost:3803/sql', {accept: 'application/json', username: 'zig', password: 'zag'});\nawait e.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true, 'text/csv');\nresult = await e.sql(\"SELECT * FROM users;\", null, null, 'application/json');\nconsole.log(result); import WebSocket from 'ws';\nimport { EndbWebSocket } from '@endatabas/endb'; var ews = new EndbWebSocket({ws: WebSocket});\nawait ews.sql(\"insert into users {name: 'Lydia'};\");\nvar ws_result = await ews.sql(\"select * from users;\");\nconsole.log(ws_result); var ews2 = new EndbWebSocket({ws: WebSocket, username: 'zig', password: 'zag'});\nawait ews2.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true, 'text/csv');\nws_result = await ews2.sql(\"SELECT * FROM users;\", null, null, 'application/json');\nconsole.log(ws_result);","breadcrumbs":"Clients » JavaScript » Complete Examples","id":"245","title":"Complete Examples"},"246":{"body":"NOTE: The following API documentation is generated from source code docstrings in the endb repository .","breadcrumbs":"Clients » JavaScript » JavaScript API Reference","id":"246","title":"JavaScript API Reference"},"247":{"body":"Endb\nEndatabas client for the HTTP API EndbWebSocket\nEndatabas client for the WebSocket API","breadcrumbs":"Clients » JavaScript » Classes","id":"247","title":"Classes"},"248":{"body":"Endatabas client for the HTTP API Kind : global class Endb new Endb([url], [opt]) .sql(q, [p], [m], [accept]) ⇒ Promise.<Array> new Endb([url], [opt]) Create an Endb object (Endatabas client for the HTTP API) ParamTypeDefaultDescription [url]string\"http://localhost:3803/sql\"HTTP URL to the Endatabas /sql API [opt]ObjectHTTP options [opt.accept]string\"application/ld+json\"Accept Header content type [opt.username]stringusername for HTTP Basic Auth [opt.password]stringpassword for HTTP Basic Auth endb.sql(q, [p], [m], [accept]) ⇒ Promise.<Array> Execute a SQL statement over HTTP Kind : instance method of Endb Returns : Promise.<Array> - - Array of documents ParamTypeDescription qstringSQL query as string or Template Literal [p]Array | ObjectPositional parameters, named parameters, or an array of either [m]booleanmany parameters flag [accept]stringAccept Header content type Example // Simple query\nsql(\"SELECT * FROM users;\");\n// Positional parameters\nsql(\"INSERT INTO users (date, name) VALUES (?, ?);\", [new Date(), 'Aaron']);\n// Named parameters\nsql(\"INSERT INTO users {date: :d, name: :n};\", {d: new Date(), n: 'Aaron'});\n// Many positional parameters (batches)\nsql(\"INSERT INTO users (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true);\n// Many named parameters (batches)\nsql(\"INSERT INTO users {name: :n};\", [{n: 'Judy'}, {n: 'Addis'}], true);\n// All parameters (many parameters and accept header)\nsql(\"INSERT INTO users (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true, 'text/csv');\n// Named parameters via Template Literals\nsql(`INSERT INTO users (name) VALUES (${u});`, [{u: 'Michael'}]);","breadcrumbs":"Clients » JavaScript » Endb","id":"248","title":"Endb"},"249":{"body":"Endatabas client for the WebSocket API Kind : global class EndbWebSocket new EndbWebSocket([url], [opt]) .close() .sql(q, [p], [m]) ⇒ Promise.<Array> new EndbWebSocket([url], [opt]) Create an EndbWebSocket object (Endatabas client for the WebSocket API) ParamTypeDefaultDescription [url]string\"ws://localhost:3803/sql\"WebSocket URL to the Endatabas /sql API [opt]ObjectWebSocket options [opt.ws]stringWebSocket implementation [opt.username]stringusername for Basic Auth [opt.password]stringpassword for Basic Auth endbWebSocket.close() Close the WebSocket connection Kind : instance method of EndbWebSocket endbWebSocket.sql(q, [p], [m]) ⇒ Promise.<Array> Execute a SQL statement over a WebSocket with LD-JSON Kind : instance method of EndbWebSocket Returns : Promise.<Array> - - Array of documents ParamTypeDescription qstringSQL query as string or Template Literal [p]Array | ObjectPositional parameters, named parameters, or an array of either [m]booleanmany parameters flag Example // Simple query\nsql(\"SELECT * FROM users;\");\n// Positional parameters\nsql(\"INSERT INTO users (date, name) VALUES (?, ?);\", [new Date(), 'Aaron']);\n// Named parameters\nsql(\"INSERT INTO users {date: :d, name: :n};\", {d: new Date(), n: 'Aaron'});\n// Many positional parameters (batches)\nsql(\"INSERT INTO users (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true);\n// Many named parameters (batches)\nsql(\"INSERT INTO users {name: :n};\", [{n: 'Judy'}, {n: 'Addis'}], true);\n// All parameters (many parameters and accept header)\nsql(\"INSERT INTO users (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], true, 'text/csv');\n// Named parameters via Template Literals\nsql(`INSERT INTO users (name) VALUES (${u});`, [{u: 'Michael'}]);","breadcrumbs":"Clients » JavaScript » EndbWebSocket","id":"249","title":"EndbWebSocket"},"25":{"body":"To create a new document, you can use the standard SQL INSERT command. INSERT INTO products (product_no, name, price) VALUES (1, 'Tofu', 7.99); To create multiple new documents at once, delimit their value lists with commas: INSERT INTO products (product_no, name, price) VALUES (1, 'Butter', 5.99), (2, 'Margarine', 4.99); It is also possible to insert a document directly using an OBJECT literal . INSERT INTO products {product_no: 3, name: 'Tea', price: 3.99}; To insert multiple documents directly, delimit documents with commas: INSERT INTO products {name: 'Coffee', price: 3.99}, {name: 'Croissant', price: 2.99}; It is possible to insert the results of a query: INSERT INTO cheap_products SELECT * FROM products WHERE price < 4.00;","breadcrumbs":"SQL Reference » Data Manipulation » INSERT","id":"25","title":"INSERT"},"250":{"body":"The Python client library is used to communicate with an Endb instance from a Python application. PyPI Package: endb","breadcrumbs":"Clients » Python » Python","id":"250","title":"Python"},"251":{"body":"Install Usage Examples Import Endb EndbWebSocket sql() Data Types Complete Examples Python API Reference","breadcrumbs":"Clients » Python » Table of Contents","id":"251","title":"Table of Contents"},"252":{"body":"pip install endb\npip install websockets # optional WebSocket support\npip install pyarrow # optional Apache Arrow support","breadcrumbs":"Clients » Python » Install","id":"252","title":"Install"},"253":{"body":"","breadcrumbs":"Clients » Python » Usage Examples","id":"253","title":"Usage Examples"},"254":{"body":"from endb import (Endb, EndbWebSocket)","breadcrumbs":"Clients » Python » Import","id":"254","title":"Import"},"255":{"body":"Use Endb to communicate with Endb over HTTP. It accepts optional url, accept, username, and password parameters. Accept headers default to LD-JSON and can be set to any valid content type listed in the HTTP API . If you have pyarrow installed, you can also use application/vnd.apache.arrow.file and application/vnd.apache.arrow.stream. e = Endb()\ne = Endb('http://localhost:3803/sql')\ne = Endb('http://localhost:3803/sql', 'text/csv')\ne = Endb('http://localhost:3803/sql', 'application/json', 'zig', 'zag') NOTE: Choosing accept headers other than LD-JSON will return Python data structures symmetrical with those returned from the respective accept header provided to the HTTP API. text/csv returns comma-delimited strings, application/json returns tuples as lists, and so on.","breadcrumbs":"Clients » Python » Endb","id":"255","title":"Endb"},"256":{"body":"Use the EndbWebSocket class to communicate with Endb over WebSockets. It accepts optional url, username, and password parameters. ews = EndbWebSocket()\news = EndbWebSocket('ws://localhost:3803/sql', 'zig', 'zag')","breadcrumbs":"Clients » Python » EndbWebSocket","id":"256","title":"EndbWebSocket"},"257":{"body":"The sql method is available to both Endb and EndbWebSocket. It accepts q, and optional p, m, and accept parameters and returns an list of strongly-typed documents. (See Python API Reference .) It is sychronous for Endb and asynchronous for EndbWebSocket. To ignore the p or m parameters but still supply an accept header, supply the default values or use a named (accept) parameter. from datetime import date, datetime, timezone\ne.sql(\"INSERT INTO USERS (date, name, email) VALUES (?, ?, ?);\", [datetime.now(timezone.utc), 'Aaron', 'aaron@canadahealth.ca'])\ne.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], True)\ne.sql(\"SELECT * FROM users;\", [], False, 'text/csv')\ne.sql(\"SELECT * FROM users;\", accept = 'text/csv')\ne.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], True, 'text/csv')","breadcrumbs":"Clients » Python » sql()","id":"257","title":"sql()"},"258":{"body":"When an LD-JSON (default) accept header is used, strongly typed data is returned according to this mapping: null - None xsd:date - datetime.date xsd:time - datetime.time xsd:dateTime - datetime.datetime xsd:base64Binary - bytes (from base64) xsd:integer - int For more information on Endb data types, see the Data Types doc .","breadcrumbs":"Clients » Python » Data Types","id":"258","title":"Data Types"},"259":{"body":"from endb import Endb\nfrom datetime import date, datetime, timezone\ne = Endb()\ne.sql(\"INSERT INTO users {name: 'Yuvi'}\")\ne.sql(\"SELECT * FROM users;\") e2 = Endb('http://localhost:3803/sql', 'application/json', 'zig', 'zag')\ne2.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], True, 'text/csv')\ne2.sql(\"SELECT * FROM users;\", [], False, 'application/json') When the websockets dependency is installed, it is possible to return asynchronous results to the Python interactive shell directly if you start it with python3 -m asyncio: from endb import EndbWebSocket\news = EndbWebSocket()\nawait ews.sql(\"INSERT INTO users {name: 'Lydia'}\")\nws_result = await ews.sql(\"SELECT * FROM users;\")\nprint(ws_result) ews2 = EndbWebSocket(username = 'zig', password = 'zag')\nawait ews2.sql(\"INSERT INTO USERS (name) VALUES (?);\", [['Aaron'], ['Kurt'], ['Cindy']], True, 'text/csv')\nws_result = await ews2.sql(\"SELECT * FROM users;\", [], False, 'application/json')\nprint(ws_result)","breadcrumbs":"Clients » Python » Complete Examples","id":"259","title":"Complete Examples"},"26":{"body":"To update an existing row, you can use the standard SQL UPDATE command: UPDATE products SET price = 4.99 WHERE name = 'Coffee'; Set multiple columns by separating them with commads; UPDATE products SET price = 4.99, name = 'Kaapi' WHERE name = 'Coffee'; Because Endb is schemaless, each document (or row) has its own schema. As a result, you may want to remove a column from an individual row. You can do this with the UNSET operator: UPDATE products UNSET product_no WHERE name = 'Coffee';\nUPDATE products REMOVE product_no WHERE name = 'Coffee'; REMOVE is an alias for UNSET. It is possible to set and unset values in a single update. Unsetting a column which doesn't exist is not an error: UPDATE products SET price = 5.98 UNSET product_no WHERE name = 'Coffee';","breadcrumbs":"SQL Reference » Data Manipulation » UPDATE","id":"26","title":"UPDATE"},"260":{"body":"NOTE: The following API documentation is generated from source code docstrings in the endb repository .","breadcrumbs":"Clients » Python » Python API Reference","id":"260","title":"Python API Reference"},"261":{"body":"","breadcrumbs":"Clients » Python » endb module","id":"261","title":"endb module"},"262":{"body":"Bases: AbstractEndb An Endatabas client for the HTTP API url HTTP URL of an Endatabas instance Type: str accept Accept header content type Type: str username Username for HTTP Basic Auth Type: str password Password for HTTP Basic Auth Type: str sql(q, p=[], m=False, accept=None) Executes a SQL statement The SQL statement is sent to Endb.url over HTTP. Parameters: q ( str ) – SQL statement or query to execute p ( array_like , default= [ ] ) – Positional or named SQL parameters (or an array of either, if using many parameters) m ( bool , default=False ) – Many parameters flag accept ( str , optional ) – Accept header content type (defaults to Endb.accept) Raises: TypeError – Internal error if attempting to translate an unknown type to LD-JSON.","breadcrumbs":"Clients » Python » class endb.Endb(url='http://localhost:3803/sql', accept='application/ld+json', username=None, password=None)","id":"262","title":"class endb.Endb(url='http://localhost:3803/sql', accept='application/ld+json', username=None, password=None)"},"263":{"body":"Bases: AbstractEndb An Endatabas client for the HTTP API url HTTP URL of an Endatabas instance Type: str username Username for HTTP Basic Auth Type: str password Password for HTTP Basic Auth Type: str async close() Closes the WebSocket connection async sql(q, p=[], m=False, accept=None) Executes a SQL statement The SQL statement is sent to Endb.url over WebSockets. Parameters: q ( str ) – SQL statement or query to execute p ( array_like , default= [ ] ) – Positional or named SQL parameters (or an array of either, if using many parameters) m ( bool , default=False ) – Many parameters flag accept ( str , optional ) – Ignored. WebSocket communication is always in LD-JSON. Raises: AssertionError – If ‘id’ of request and response do not match. RuntimeError – If response from server contains an error.","breadcrumbs":"Clients » Python » class endb.EndbWebSocket(url='ws://localhost:3803/sql', username=None, password=None)","id":"263","title":"class endb.EndbWebSocket(url='ws://localhost:3803/sql', username=None, password=None)"},"264":{"body":"Reference documentation exists as a detailed perspective on each feature of Endb. It does not need to be read from beginning to end. Installation Operation Monitoring HTTP API WebSocket API Data Types","breadcrumbs":"Reference » Reference","id":"264","title":"Reference"},"265":{"body":"You only need one of the following installation options. If you followed the Quickstart, you already have the Docker Hub version installed.","breadcrumbs":"Reference » Installation » Installation","id":"265","title":"Installation"},"266":{"body":"Endb is still in early beta. While in beta, new versions are not guaranteed to have binary-compatible storage with previous versions. We encourage you to experiment with Endb but please do not use it in production until a General Availability release.","breadcrumbs":"Reference » Installation » Warning: Early Beta","id":"266","title":"Warning: Early Beta"},"267":{"body":"There are two major release channels available: stable and nightly. To run the nightly builds, replace endatabas/endb with endatabas/endb:nightly in the commands below. If you run Docker, you can use the default command below. --rm cleans up (optional), -p exposes the default endb port, and -v mounts a local volume so your data persists even if you shut down the Docker image. mkdir -p endb_data\ndocker pull endatabas/endb\ndocker run --rm -p 3803:3803 -v endb_data:/app/endb_data endatabas/endb If you run Podman, you'll need to specify the docker.io repo explicitly: mkdir -p endb_data\npodman pull docker.io/endatabas/endb\npodman run --rm -p 3803:3803 -v endb_data:/app/endb_data docker.io/endatabas/endb","breadcrumbs":"Reference » Installation » Installing from Docker Hub","id":"267","title":"Installing from Docker Hub"},"268":{"body":"If you want to run endb from the main branch, compile and build the Docker image: https://github.com/endatabas/endb/#building https://github.com/endatabas/endb/#docker","breadcrumbs":"Reference » Installation » Installing from Git: Docker","id":"268","title":"Installing from Git: Docker"},"269":{"body":"If you don't want Docker at all, you can compile and run the endb binary: https://github.com/endatabas/endb/#building ./target/endb NOTE: If you move the endb binary, be sure to copy libendb.so (Linux) or libendb.dylib (MacOS) into the same directory. This is because endb requires libendb to run.","breadcrumbs":"Reference » Installation » Installing from Git: Binary","id":"269","title":"Installing from Git: Binary"},"27":{"body":"Endb provides a PATCH operator, similar to the PATCH function . The PATCH operator is used in conjunction with UPDATE to set fields on a document (columns on a row) in a declarative fashion. UPDATE products PATCH {price: 1.98, product_no: products.product_no + 1000} WHERE price = 2.00; PATCH is based on RFC 7386: JSON Merge Patch .","breadcrumbs":"SQL Reference » Data Manipulation » UPDATE PATCH","id":"27","title":"UPDATE PATCH"},"270":{"body":"The endb executable aims to provide self-explanatory help for direct usage of the binary. See Monitoring for more information about logging, metrics, and tracing. $ endb --help\nUsage: endb [OPTIONS] Options: -d, --data-directory <DATA_DIRECTORY> [env: ENDB_DATA_DIRECTORY=] [default: endb_data] -h, --help Print help -V, --version Print version Authentication: --username <USERNAME> [env: ENDB_USERNAME=] --password <PASSWORD> [env: ENDB_PASSWORD=] Network: -p, --port <PORT> [env: ENDB_PORT=] [default: 3803] --bind-address <BIND_ADDRESS> [env: ENDB_BIND_ADDRESS=] [default: 0.0.0.0] --protocol <PROTOCOL> [env: ENDB_PROTOCOL=] [default: http] [possible values: http, https] --cert-file <CERT_FILE> [env: ENDB_CERT_FILE=] --key-file <KEY_FILE> [env: ENDB_KEY_FILE=] The -d option accepts a special value of :memory: to run an in-memory node, without persisting anything to disk. The --cert-file and --key-file options are ignored when --protocol is set to http. When --protocol is set to https, they are both required.","breadcrumbs":"Reference » Operation » Operation","id":"270","title":"Operation"},"271":{"body":"If you would like to back up your Endb data, you can use any commodity copy or sync tool (such as rsync) to maintain a copy of your --data-directory (ENDB_DATA_DIRECTORY). To restore that directory, stop Endb, replace or sync that directory where Endb is running, and restart Endb. In the future, a backup option will be provided for an object store separated from compute.","breadcrumbs":"Reference » Operation » Backup and Restore","id":"271","title":"Backup and Restore"},"272":{"body":"Endb exposes plaintext logs, Prometheus metrics, and optional OpenTelemetry tracing. Any one, or a combination, of these can be used to monitor an Endb instance. Some monitoring options are offered as flags. Set flags by setting the environment variable to 0 or 1 (ex. ENDB_LOG_ANSI=0).","breadcrumbs":"Reference » Monitoring » Monitoring","id":"272","title":"Monitoring"},"273":{"body":"By default, endb logs to STDOUT with a log level of endb=INFO. Adjust the log level with the ENDB_LOG_LEVEL environment variable. Endb uses Rust Logging and more details about log levels are available in that document. Other flags include: ENDB_LOG_ANSI - turns ANSI terminal colour output on or off (on by default) ENDB_LOG_THREAD_IDS - set to enable or disable logging of thread ids (enabled by default) Example: docker run --rm -e ENDB_LOG_LEVEL=endb=DEBUG -e ENDB_LOG_ANSI=0 -e ENDB_LOG_THREAD_IDS=1 -p 3803:3803 -v demo_data:/app/endb_data docker.io/endatabas/endb:latest","breadcrumbs":"Reference » Monitoring » Logging","id":"273","title":"Logging"},"274":{"body":"A Prometheus endpoint is available at /metrics. This endpoint is enabled by default. If your Endb instance is running locally, you can view metrics in a browser at http://localhost:3803/metrics The Prometheus tracing level defaults to endb=DEBUG. Set the tracing level with ENDB_TRACING_LEVEL.","breadcrumbs":"Reference » Monitoring » Prometheus","id":"274","title":"Prometheus"},"275":{"body":"To enable OpenTelemetry, set ENDB_TRACING_OTEL=1 and OTEL_EXPORTER_OTLP_ENDPOINT=http://localhost:4317/ Configuration options for the OTLP exporter and additional OTLP environment variables may also prove useful for configuration. The OpenTelemetry tracing level defaults to endb=DEBUG. Set the tracing level with ENDB_TRACING_LEVEL. At the moment, only gRPC metrics are exposed, not HTTP.","breadcrumbs":"Reference » Monitoring » OpenTelemetry","id":"275","title":"OpenTelemetry"},"276":{"body":"Endb exposes a number of metrics to the Prometheus endpoint and OpenTelemetry. These can be useful in debugging performance of applications connected to Endb.","breadcrumbs":"Reference » Monitoring » Metrics","id":"276","title":"Metrics"},"277":{"body":"query_real_time_duration_seconds query_gc_run_time_duration_seconds query_consed_bytes http_request_duration_seconds","breadcrumbs":"Reference » Monitoring » Histograms","id":"277","title":"Histograms"},"278":{"body":"queries_active interactive_transactions_active buffer_pool_usage_bytes dynamic_space_usage_bytes","breadcrumbs":"Reference » Monitoring » Counters","id":"278","title":"Counters"},"279":{"body":"websocket_message_internal_errors_total object_store_read_bytes_total object_store_written_bytes_total queries_total transactions_conflicted_total transactions_committed_total transactions_prepared_total transactions_retried_total wal_read_bytes_total wal_written_bytes_total http_requests_total","breadcrumbs":"Reference » Monitoring » Monotonic Counters","id":"279","title":"Monotonic Counters"},"28":{"body":"The SET operator permits paths on its left-hand side. The behaviour of the form UPDATE <table> SET <path> = <value> is identical to that of the path_set function. UPDATE users SET $.addresses[0].city = 'Chicago' WHERE name = 'Steven';","breadcrumbs":"SQL Reference » Data Manipulation » UPDATE SET $path","id":"28","title":"UPDATE SET $path"},"280":{"body":"Endb exposes a variety of tracing spans to OpenTelemetry. Tracing data is mostly useful if your Endb instance is not performing in the way you expect. buffer_pool_eviction build_info commit compaction constraints gc index log_replay log_rotation object_store_delete object_store_get object_store_list object_store_put query shutdown snapshot startup wal_append_entry wal_read_next_entry wal_fsync websocket_connections_active websocket_message_duration_seconds websocket_messages_total","breadcrumbs":"Reference » Monitoring » Tracing","id":"280","title":"Tracing"},"281":{"body":"If a client is not available for your programming language yet, your app can interact directly with the Endb HTTP API. Any HTTP client may be used but in the examples below we'll use curl to demonstrate the API without writing any code. You can send SQL statements to endb over HTTP: curl -d \"INSERT INTO users (name) VALUES ('Tianyu')\" -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql\ncurl -d \"SELECT * FROM users\" -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql You can send SQL to endb with standard HTTP Query Parameters, Verbs, Content Types, Accept Headers, and HTTP Basic Authentication. Each one is outlined below.","breadcrumbs":"Reference » HTTP API » HTTP API","id":"281","title":"HTTP API"},"282":{"body":"The query parameters Endb's HTTP endpoint accepts are: q - (q)uery: a SQL query, optionally parameterized p - (p)arameters: named or positional parameters m - (m)any parameter lists: bulk parameters , used for bulk insert/update","breadcrumbs":"Reference » HTTP API » HTTP Query Parameters","id":"282","title":"HTTP Query Parameters"},"283":{"body":"POST allows explicit Content Types and Accept headers: curl -d 'SELECT 1' -H \"Content-Type: application/sql\" -H \"Accept: text/csv\" -X POST http://localhost:3803/sql GET allows a single, simple URL. GET does not permit DML. curl -X GET \"http://localhost:3803/sql?q=SELECT%201\"","breadcrumbs":"Reference » HTTP API » HTTP Verbs","id":"283","title":"HTTP Verbs"},"284":{"body":"The HTTP Content-Type header is used to specify what format the client is sending data to Endb.","breadcrumbs":"Reference » HTTP API » Content Types","id":"284","title":"Content Types"},"285":{"body":"curl -d '{\"q\": \"SELECT * from products;\"}' -H \"Content-Type: application/json\" -X POST http://localhost:3803/sql\ncurl -d '{\"q\": \"SELECT * from products WHERE name = ?;\", \"p\": [\"Salt\"]}' -H \"Content-Type: application/json\" -X POST http://localhost:3803/sql\ncurl -d '{\"q\": \"INSERT INTO products {name: :name};\", \"p\": {\"name\": \"Paprika\"}}' -H \"Content-Type: application/json\" -X POST http://localhost:3803/sql NOTE: To enable strongly-typed values, payloads sent with the application/json content type have values resolved with JSON-LD scalars. Standard JSON values are a subset of JSON-LD scalars, so data sent as regular JSON is unaffected by this behaviour.","breadcrumbs":"Reference » HTTP API » application/json:","id":"285","title":"application/json:"},"286":{"body":"Although values in the application/json content type are resolved using JSON-LD scalars, you can explicitly specify an application/ld+json content type to avoid all ambiguity. See JSON-LD . curl -d '{\"q\": \"INSERT INTO events {start: :start};\", \"p\": {\"start\": {\"@type\": \"xsd:dateTime\", \"@value\": \"2011-04-09T20:00:00Z\"}}}' -H \"Content-Type: application/ld+json\" -X POST http://localhost:3803/sql","breadcrumbs":"Reference » HTTP API » application/ld+json","id":"286","title":"application/ld+json"},"287":{"body":"curl -d 'SELECT 1' -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql Submit parameters to application/sql by providing form data or query parameters. Form data and query parameters can be combined, though it is not necessarily recommended. curl -F q=\"INSERT INTO sauces {name: ?, color: ?};\" -X POST http://localhost:3803/sql?p=%5B%22ketchup%22%2C%22purple%22%5D","breadcrumbs":"Reference » HTTP API » application/sql:","id":"287","title":"application/sql:"},"288":{"body":"curl -F q=\"SELECT * from products;\" -H \"Content-Type: multipart/form-data\" -X POST http://localhost:3803/sql\ncurl -F q=\"INSERT INTO products {name: ?};\" -F p='[\"Sriracha\"]' -X POST http://localhost:3803/sql NOTE: Many HTTP clients (including curl) automatically assume a content type of multipart/form-data when form fields are provided. This is true for curl when the -F (--form) argument is used and it has been elided from further examples.","breadcrumbs":"Reference » HTTP API » multipart/form-data","id":"288","title":"multipart/form-data"},"289":{"body":"Although the other content types are preferable for obvious reasons, application/x-www-form-urlencoded is offered for completeness. curl -d 'q=SELECT%20*%20FROM%20products;' -H \"Content-Type: application/x-www-form-urlencoded\" -X POST http://localhost:3803/sql","breadcrumbs":"Reference » HTTP API » application/x-www-form-urlencoded","id":"289","title":"application/x-www-form-urlencoded"},"29":{"body":"The UNSET (synonym: REMOVE) operator permits paths on its left-hand side. The behaviour of the form UPDATE <table> UNSET <path> = <value> is identical to that of the path_remove function. UPDATE users UNSET $.addresses[0].city WHERE name = 'Steven';","breadcrumbs":"SQL Reference » Data Manipulation » UPDATE UNSET $path","id":"29","title":"UPDATE UNSET $path"},"290":{"body":"The HTTP Accept header is used to specify how data is returned to the Endb client. The default Accept header content type is application/json.","breadcrumbs":"Reference » HTTP API » Accept Headers","id":"290","title":"Accept Headers"},"291":{"body":"text/csv returns comma-separated rows. Column order from the SELECT clause is maintained. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,'csv')) t1\" -H \"Content-Type: application/sql\" -H \"Accept: text/csv\" -X POST http://localhost:3803/sql returns: \"column1\",\"column2\"\n2,\"csv\"\n1,\"hello\"","breadcrumbs":"Reference » HTTP API » text/csv","id":"291","title":"text/csv"},"292":{"body":"application/json returns rows as an array of JSON tuples. Column order from the SELECT clause is maintained. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,DATE('2023-07-22'))) t1\" -H \"Content-Type: application/sql\" -H \"Accept: application/json\" -X POST http://localhost:3803/sql returns: [[2,\"2023-07-22\"],[1,\"hello\"]]","breadcrumbs":"Reference » HTTP API » application/json","id":"292","title":"application/json"},"293":{"body":"application/x-ndjson returns newline-delimited JSON documents. Column order from the SELECT clause is not maintained. JSON documents cannot guarantee column order. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,DATE('2023-07-22'))) t1\" -H \"Content-Type: application/sql\" -H \"Accept: application/x-ndjson\" -X POST http://localhost:3803/sql returns: {\"column1\":2,\"column2\":\"2023-07-22\"}\n{\"column1\":1,\"column2\":\"hello\"}","breadcrumbs":"Reference » HTTP API » application/x-ndjson","id":"293","title":"application/x-ndjson"},"294":{"body":"application/ld+json returns documents of strongly-typed (\"Linking Data\") JSON records. Column order from the SELECT clause is not maintained. JSON documents cannot guarantee column order. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,DATE('2023-07-22'))) t1\" -H \"Content-Type: application/sql\" -H \"Accept: application/ld+json\" -X POST http://localhost:3803/sql returns: {\"@context\":{\"xsd\":\"http://www.w3.org/2001/XMLSchema#\",\"@vocab\":\"http://endb.io/\"},\"@graph\":[{\"column1\":2,\"column2\":{\"@value\":\"2023-07-22\",\"@type\":\"xsd:date\"}},{\"column1\":1,\"column2\":\"hello\"}]} See JSON-LD .","breadcrumbs":"Reference » HTTP API » application/ld+json","id":"294","title":"application/ld+json"},"295":{"body":"multipart/mixed returns documents as a valid multipart/mixed response, albeit all as LD-JSON. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,DATE('2023-07-22'))) t1\" -H \"Content-Type: application/sql\" -H \"Accept: multipart/mixed\" -X POST http://localhost:3803/sql returns: --369d7885-c6e9-4b01-93c9-9449a5fcd637\nContent-Type: application/ld+json {\"@context\":{\"xsd\":\"http://www.w3.org/2001/XMLSchema#\",\"@vocab\":\"http://endb.io/\"},\"@graph\":[{\"column1\":2,\"column2\":{\"@value\":\"2023-07-22\",\"@type\":\"xsd:date\"}},{\"column1\":1,\"column2\":\"hello\"}]} --369d7885-c6e9-4b01-93c9-9449a5fcd637--","breadcrumbs":"Reference » HTTP API » multipart/mixed","id":"295","title":"multipart/mixed"},"296":{"body":"application/vnd.apache.arrow.file returns columnar data as an Apache Arrow file. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,DATE('2023-07-22'))) t1\" -H \"Content-Type: application/sql\" -H \"Accept: application/vnd.apache.arrow.file\" -X POST http://localhost:3803/sql --output hello.arrow The above command returns a file containing a single RecordBatch in an Apache Arrow file in IPC format. You can examine the file with functions like pyarrow.ipc.open_file , as seen in this gist .","breadcrumbs":"Reference » HTTP API » application/vnd.apache.arrow.file","id":"296","title":"application/vnd.apache.arrow.file"},"297":{"body":"application/vnd.apache.arrow.stream returns columnar data as an Apache Arrow stream. curl -d \"SELECT * FROM (VALUES (1,'hello'), (2,DATE('2023-07-22'))) t1\" -H \"Content-Type: application/sql\" -H \"Accept: application/vnd.apache.arrow.stream\" -X POST http://localhost:3803/sql --output streamed.arrows The above command returns a file containing an Apache Arrow IPC stream. You can examine the file with functions like pyarrow.ipc.open_stream , as seen in this gist .","breadcrumbs":"Reference » HTTP API » application/vnd.apache.arrow.stream","id":"297","title":"application/vnd.apache.arrow.stream"},"298":{"body":"Endb supports HTTP Basic Authentication as defined by RFC 7235 . Pass --username and --password arguments to the endb binary to force basic authentication for HTTP connections. (See Operation for more details, including environment variables which can be passed to Docker images.) ./target/endb --username zig --password zag Then, from any HTTP client, provide the username and password combination to execute queries. curl --user zig:zag -d \"SELECT 'Hello World';\" -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql If the client passes an incorrect username or password, it will receive a 401 Authorization Required HTTP status code as a result, but no body. Be aware of this to ensure client code is written to detect 401 status codes. $ curl -i --user zig:wrong -d \"SELECT 'Hello World';\" -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql\nHTTP/1.1 401 Authorization Required NOTE: HTTP Basic Auth is not secure without the additional use of HTTPS.","breadcrumbs":"Reference » HTTP API » HTTP Basic Authentication","id":"298","title":"HTTP Basic Authentication"},"299":{"body":"SQL parameters are available to: application/json and application/ld+json as part of the POST body multipart/form-data as form data application/x-www-form-urlencoded as URL query parameters application/sql as form data and/or URL query parameters Parameters can be JSON literals, JSON-LD scalars, or SQL literals. A JSON-LD scalar always has the form: {\"@type\": \"xsd:TYPE\", \"@value\": \"DATA\"}. JSON-LD types are listed under the Data Types table.","breadcrumbs":"Reference » HTTP API » Parameters","id":"299","title":"Parameters"},"3":{"body":"Endb is still in early beta. While in beta, new versions are not guaranteed to have binary-compatible storage with previous versions. We encourage you to experiment with Endb but please do not use it in production until a General Availability release.","breadcrumbs":"Tutorial » Warning: Early Beta","id":"3","title":"Warning: Early Beta"},"30":{"body":"To delete an existing row, use the standard SQL DELETE command. DELETE FROM products WHERE price = 5.98; You may delete all rows from a table by eliding the WHERE clause: DELETE FROM products; Note: In Endb, DELETE does not remove any data. It is always possible to view data prior to the DELETE with time queries . If you need to remove data for compliance (with laws such as GDPR or PIPEDA), use ERASE .","breadcrumbs":"SQL Reference » Data Manipulation » DELETE","id":"30","title":"DELETE"},"300":{"body":"Named parameters substitute parameter placeholders with the form :param by the parameter key with the corresponding name. Named parameters are represented as a JSON object. curl -d '{\"q\": \"INSERT INTO products {name: :name, price: :price};\", \"p\": {\"name\": \"Paprika\", \"price\": 2.99}}' -H \"Content-Type: application/json\" -X POST http://localhost:3803/sql\ncurl -d '{\"q\": \"INSERT INTO events {start: :start};\", \"p\": {\"start\": {\"@type\": \"xsd:dateTime\", \"@value\": \"2011-04-09T20:00:00Z\"}}}' -H \"Content-Type: application/ld+json\" -X POST http://localhost:3803/sql\ncurl -F q=\"INSERT INTO products {name: :sauce};\" -F p='{\"sauce\": \"Sriracha\"}' -X POST http://localhost:3803/sql","breadcrumbs":"Reference » HTTP API » Named Parameters","id":"300","title":"Named Parameters"},"301":{"body":"Positional parameters substitute parameter placeholders with the form ? by the parameter values, in the order they appear. Positional parameters are respresented as a JSON array. curl -d '{\"q\": \"SELECT * FROM products WHERE name = ? AND price > ?;\", \"p\": [\"Salt\", 3.99]}' -H \"Content-Type: application/json\" -X POST http://localhost:3803/sql\ncurl -d '{\"q\": \"INSERT INTO events {start: ?};\", \"p\": [{\"@type\": \"xsd:dateTime\", \"@value\": \"2011-04-09T20:00:00Z\"}]}' -H \"Content-Type: application/ld+json\" -X POST http://localhost:3803/sql\ncurl -F q=\"INSERT INTO products {name: ?};\" -F p='[\"Sriracha\"]' -X POST http://localhost:3803/sql","breadcrumbs":"Reference » HTTP API » Positional Parameters","id":"301","title":"Positional Parameters"},"302":{"body":"Bulk operations are possible by setting the m flag to true. Bulk operations are available to both named and positional parameters. The list of parameters supplied in bulk must be nested in an array. curl -d '{\"q\": \"INSERT INTO products {name: :name};\", \"p\": [{\"name\": \"Soda\"}, {\"name\": \"Tonic\"}], \"m\": true}' -H \"Content-Type: application/json\" -X POST http://localhost:3803/sql\ncurl -F q=\"INSERT INTO sauces {name: ?, color: ?};\" -F p='[[\"Mustard\", \"Yellow\"], [\"Ketchup\", \"Red\"]]' -F m=true -X POST http://localhost:3803/sql","breadcrumbs":"Reference » HTTP API » Bulk Parameters","id":"302","title":"Bulk Parameters"},"303":{"body":"As it is possible to receive Apache Arrow data from an Endb query, it is possible to submit Apache Arrow as a statement parameter. The example below assumes the existence of a a table called names, which only contains one column (name). Apache Arrow Streams can also be used as parameters in the same way. # create a sample Arrow file:\ncurl -d \"SELECT * FROM names;\" -H \"Content-Type: application/sql\" -H \"Accept: application/vnd.apache.arrow.file\" -X POST http://localhost:3803/sql --output names.arrow\n# use the sample Arrow file:\ncurl -F m=true -F q=\"INSERT INTO projects {name: :name};\" -F \"p=@names.arrow;type=application/vnd.apache.arrow.file\" -X POST http://localhost:3803/sql NOTE: This feature should be used with caution. Do not submit arbitrary Arrow files as parameters. If a malformed Arrow file is submitted, the error message returned (if any) is unlikely to provide guidance. Preferably, Arrow files should be created using Endb itself, as in the example above. Most users will prefer to use a human-readable file format instead, such as a JSON variant or static SQL statements.","breadcrumbs":"Reference » HTTP API » Apache Arrow File Parameters","id":"303","title":"Apache Arrow File Parameters"},"304":{"body":"Bulk inserts are possible by combining the tools mentioned under Parameters . For example, the OBJECTS keyword can insert an array of object literals. Note that each object used as a positional parameter must be wrapped in a JSON array, since there may be more than one positional parameter supplied. Similarly, each named parameter must be wrapped in an object containing a key of the corresponding name. curl -F m=true -F q=\"INSERT INTO products OBJECTS ?\" -F p=\"[[{name: 'jam'}], [{name: 'butter'}]]\" -X POST http://localhost:3803/sql\ncurl -F m=true -F q=\"INSERT INTO products OBJECTS :product\" -F p=\"[{product: {name: 'jelly'}}, {product: {name: 'ghee'}}]\" -X POST http://localhost:3803/sql","breadcrumbs":"Reference » HTTP API » Bulk Insert","id":"304","title":"Bulk Insert"},"305":{"body":"It is possible to pass multiple SQL statements to Endb by delimiting them with semicolons. Parameters will be passed to all statements in order. Only the result of the last statement is returned to the client. In the following example, the INSERT will be successful but will not return a result. The SELECT will return to the client. curl --form-string q=\"INSERT INTO sauces {name: ?, color: ?}; SELECT {namo: ?, colour: ?};\" -F p='[\"Mustard\", \"Yellow\", \"Ketchup\", \"Red\"]' -X POST http://localhost:3803/sql NOTE: --form-string is required instead of --form to send semicolon-delimited statements with curl.","breadcrumbs":"Reference » HTTP API » Multiple Statements","id":"305","title":"Multiple Statements"},"306":{"body":"If a client is not available for your programming language yet, your app can interact directly with the Endb WebSocket API. Any WebSocket client can be used but in the examples below we'll use websocat to demonstrate the API without writing any code. Connect to Endb with: websocat ws://localhost:3803/sql You can send SQL statements to endb over WebSockets with JSON-RPC 2.0 . {\"jsonrpc\": \"2.0\", \"id\": 1, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO users (name) VALUES (?);\", \"p\": [[\"Tsehay\"], [\"Iniku\"]], \"m\": true}}\n{\"jsonrpc\": \"2.0\", \"id\": 2, \"method\": \"sql\", \"params\": {\"q\": \"SELECT * FROM users;\", \"p\": [], \"m\": false}} NOTE: To send the method calls above, paste them into a websocat session one-at-a-time and press <enter>. Further examples will assume JSON-RPC strings are sent in an existing websocat session.","breadcrumbs":"Reference » WebSocket API » WebSocket API","id":"306","title":"WebSocket API"},"307":{"body":"Following the JSON-RPC 2.0 spec, a SQL statement or query to the Endb WebSocket API requires these components: id - a string or integer identifier used to correlate requests to responses method - always the string \"sql\" params - request params are sent as JSON-RPC by-name request parameters, as listed below","breadcrumbs":"Reference » WebSocket API » JSON-RPC Request Object","id":"307","title":"JSON-RPC Request Object"},"308":{"body":"q - (q)uery: a SQL query, optionally parameterized p - (p)arameters: named or positional SQL parameters m - (m)any parameter lists: bulk parameters , used for bulk insert/update","breadcrumbs":"Reference » WebSocket API » JSON-RPC Request Parameters","id":"308","title":"JSON-RPC Request Parameters"},"309":{"body":"A response from the Endb WebSocket API will include these components: id - the id provided in the request object, so it can be correlated result - the response, encoded as JSON-LD, as in this example: {\"jsonrpc\":\"2.0\", \"id\":111, \"result\":{\"@context\":{\"xsd\":\"http://www.w3.org/2001/XMLSchema#\",\"@vocab\":\"http://endb.io/\"},\"@graph\":[{\"name\":\"Hing\",\"price\":2.99}]}} If your query is invalid or causes an internal error, you will receive an error instead, which includes: id - the id of the request object, if one was provided (otherwise null) error - a code and message, as returned by Endb {\"jsonrpc\":\"2.0\", \"id\":222, \"error\":{\"code\":-32603,\"message\":\"Error: Unknown table: users\\n ╭─[<unknown>:1:15]\\n │\\n 1 │ SELECT * FROM users;\\n │ ──┬── \\n │ ╰──── Unknown table\\n───╯\\n\"}}","breadcrumbs":"Reference » WebSocket API » JSON-RPC Response Object","id":"309","title":"JSON-RPC Response Object"},"31":{"body":"Endb provides flexible upserts with the common ON CONFLICT clause. When the INSERT command detects a conflict, it will perform the instructions in the DO clause. The following command needs to be executed twice to see the upsert effect. INSERT INTO products {name: 'Pepper', price: 9.99} ON CONFLICT (name, price) DO UPDATE SET v = 2; To specify no operation on conflict, use DO NOTHING: INSERT INTO products {name: 'Pepper', price: 9.99} ON CONFLICT (name, price) DO NOTHING; To reference the document currently being inserted, the DO clause provides a statement-local relation named excluded. INSERT INTO products {name: 'Salt', price: 6};\nINSERT INTO products {name: 'Salt', price: 7} ON CONFLICT (name) DO UPDATE SET price = excluded.price; Similarly, the existing table is still available in the DO clause to provide further filtering: INSERT INTO products {product_no: 99, name: 'Cumin', price: 3.00, v: 5};\nINSERT INTO products {product_no: 99, name: 'Cumin', price: 5.00, v: 6} ON CONFLICT (product_no, name) DO UPDATE SET price = excluded.price, v = excluded.v WHERE products.v < 6;","breadcrumbs":"SQL Reference » Data Manipulation » ON CONFLICT (Upsert)","id":"31","title":"ON CONFLICT (Upsert)"},"310":{"body":"Endb supports HTTP Basic Authentication, as defined by RFC 7235 , on top of RFC 6455 . This is because the WebSocket Protocol RFC (6455) does not define authentication mechanisms itself. Pass --username and --password arguments to the endb binary to force basic authentication for HTTP connections. (See Operation for more details, including environment variables which can be passed to Docker images.) ./target/endb --username zig --password zag Then, use Basic Auth headers to connect to Endb: websocat -H='Authorization: Basic' ws://zig:zag@localhost:3803/sql Rather than Authorization: Basic, the Sec-WebSocket-Protocol header may be used. It is offered because web browsers do not support the Basic Auth header over WebSockets.","breadcrumbs":"Reference » WebSocket API » WebSocket Basic Authentication","id":"310","title":"WebSocket Basic Authentication"},"311":{"body":"SQL parameters to a WebSocket request are always JSON-LD . A JSON-LD scalar always has the form: {\"@type\": \"xsd:TYPE\", \"@value\": \"DATA\"}. JSON-LD types are listed under the Data Types table. For example, if a strongly-typed DateTime is required, it can be submitted like so: {\"jsonrpc\": \"2.0\", \"id\": 11, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO users (name, date) VALUES (?, ?);\", \"p\": [\"dosha\", {\"@value\": \"2024-01-29T18:18:30.129159\", \"@type\": \"xsd:dateTime\"}], \"m\": false}}","breadcrumbs":"Reference » WebSocket API » Parameters","id":"311","title":"Parameters"},"312":{"body":"Named SQL parameters substitute parameter placeholders with the form :param by the parameter key with the corresponding name. Named parameters are represented as a JSON object. {\"jsonrpc\": \"2.0\", \"id\": 111, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO products {name: :name, price: :price};\", \"p\": {\"name\": \"Hing\", \"price\": 2.99}, \"m\": false}}\n{\"jsonrpc\": \"2.0\", \"id\": 112, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO events {start: :start};\", \"p\": {\"start\": {\"@type\": \"xsd:dateTime\", \"@value\": \"2021-04-09T20:00:00Z\"}}, \"m\": false}}","breadcrumbs":"Reference » WebSocket API » Named Parameters","id":"312","title":"Named Parameters"},"313":{"body":"Positional SQL parameters substitute parameter placeholders with the form ? by the parameter values, in the order they appear. Positional parameters are respresented as a JSON array. {\"jsonrpc\": \"2.0\", \"id\": 211, \"method\": \"sql\", \"params\": {\"q\": \"SELECT * FROM products WHERE name = ? AND price > ?;\", \"p\": [\"Hing\", 2.00], \"m\": false}}\n{\"jsonrpc\": \"2.0\", \"id\": 213, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO events {start: ?};\", \"p\": [{\"@type\": \"xsd:dateTime\", \"@value\": \"2021-04-09T20:00:00Z\"}], \"m\": false}}","breadcrumbs":"Reference » WebSocket API » Positional Parameters","id":"313","title":"Positional Parameters"},"314":{"body":"Bulk operations are possible by setting the m flag to true. Bulk operations are available to both named and positional parameters. The list of parameters supplied in bulk must be nested in an array. {\"jsonrpc\": \"2.0\", \"id\": 311, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO users {name: :name};\", \"p\": [{\"name\": \"Sungwon\"}, {\"name\": \"Olga\"}], \"m\": true}}\n{\"jsonrpc\": \"2.0\", \"id\": 312, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO sauces {name: ?, color: ?};\", \"p\": [[\"Sriracha\", \"#FE6F5E\"], [\"Gochujang\", \"#FF8066\"]], \"m\": true}}","breadcrumbs":"Reference » WebSocket API » Bulk Parameters","id":"314","title":"Bulk Parameters"},"315":{"body":"Unlike the HTTP API , the WebSocket API is stateful and thus capable of explicit transactions. See the Transactions documentation for further details on SQL syntax. {\"jsonrpc\": \"2.0\", \"id\": 411, \"method\": \"sql\", \"params\": {\"q\": \"BEGIN TRANSACTION;\", \"p\": [], \"m\": false}}\n{\"jsonrpc\": \"2.0\", \"id\": 412, \"method\": \"sql\", \"params\": {\"q\": \"INSERT INTO delete_me {name: 'Roll Me Back'};\", \"p\": [], \"m\": false}}\n{\"jsonrpc\": \"2.0\", \"id\": 413, \"method\": \"sql\", \"params\": {\"q\": \"ROLLBACK;\", \"p\": [], \"m\": false}}\n{\"jsonrpc\": \"2.0\", \"id\": 414, \"method\": \"sql\", \"params\": {\"q\": \"SELECT * FROM delete_me;\", \"p\": [], \"m\": false}}","breadcrumbs":"Reference » WebSocket API » Transactions","id":"315","title":"Transactions"},"316":{"body":"","breadcrumbs":"Reference » Data Types » Data Types","id":"316","title":"Data Types"},"317":{"body":"Endb supports the following native scalar types for now. JSON-LD values with a type of @json will be returned from Endb as JSON literals, verbatim. The @type listed in parentheses is for reference purposes only. JSON literal types are implicit so a @value/@type pair is not returned for a JSON literal. SQL JSON-LD Example Literal Description NULL @json null Null, nil, undefined, or missing TEXT @json (xsd:string) \"hello\" UTF-8 string BOOLEAN @json (xsd:boolean) FALSE 8-bit boolean INTEGER @json (xsd:int[eger]) 42 64/128-bit two's complement integer REAL @json (xsd:double) 9007199254740992.123 64-bit IEEE 754 floating point number TIMESTAMP xsd:dateTime 2007-01-01T00:00:00 ISO microsecond precision timestamp DATE xsd:date 2007-01-01 ISO date TIME xsd:time 23:30:00 ISO time INTERVAL xsd:duration PT12H34M56.789S ISO interval BLOB xsd:base64Binary x'DEADBEEF' Binary large object SQL Data Types are covered in detail in the SQL Reference.","breadcrumbs":"Reference » Data Types » Scalars","id":"317","title":"Scalars"},"318":{"body":"SQL JSON-LD Example Literal Description ARRAY @json [\"Joe\", \"Dan\", \"Dwayne\"] Zero-based array OBJECT @json {n: 3, b: 2023-01-01} Object, map, dict, document","breadcrumbs":"Reference » Data Types » Collections","id":"318","title":"Collections"},"319":{"body":"SQL JSON-LD Description DECIMAL xsd:decimal Arbitrary precision decimal. Use 2 BIGINTs or VARCHAR URI xsd:anyURI Unsupported. Use VARCHAR UUID @json (xsd:string) Unsupported. Use VARCHAR or BLOB If you strongly feel you need a native representation of one of these types, email us: hello@endatabas.com","breadcrumbs":"Reference » Data Types » Unsupported Scalar Types","id":"319","title":"Unsupported Scalar Types"},"32":{"body":"ERASE completely removes documents (rows) from visibility to any queries. Once a document has been erased, it is no longer possible to query for it at all. ERASE FROM products WHERE name = 'Salt';","breadcrumbs":"SQL Reference » Data Manipulation » ERASE","id":"32","title":"ERASE"},"320":{"body":"What? Why? Architecture Roadmap License","breadcrumbs":"Appendix » Appendix","id":"320","title":"Appendix"},"321":{"body":"From the outside, Endatabas (or Endb ) is an open source SQL document database with full history. On the inside, this means all records in Endatabas are immutable. An ERASE statement is provided for compliance with laws and policies like GDPR. Time-travel is possible, but queries default to \"as-of-now\". (Which is the thing you want 97% of the time.) Rows are \"schema-last\" documents and joins can be arbitrary, but queries are written in SQL. Endb stores data in Apache Arrow: scalars are strongly typed, the on-disk format is columnar, and the execution engine understands rows and columns. Endb separates storage from compute to provide unlimited disk space. In Swedish, Endatabas means both \"a database\" and \" one database\". This One Database Dream is twofold: Endb hopes to provide HTAP , so a secondary analytics database is not required for most users. Endb plans to use AI ( adaptive indexing ) to provide fast OLTP and OLAP queries on cheap, elastic infrastructure.","breadcrumbs":"Appendix » What? » What is Endatabas?","id":"321","title":"What is Endatabas?"},"322":{"body":"After years of market research, the complaint of database users is universal: \"I want to stop babysitting the database.\" This can mean many things but they're all expensive and complex. The database equivalent of Greenspun's 10th Rule might be \"any sufficiently complicated backend system contains an ad-hoc, informally-specified, bug-ridden, slow implementation of half a database.\" This was true for much of the work we did in the 2010s and 2020s. \"Babysitting\" is sometimes the energy wasted by repeatedly building and maintaining ad-hoc databases for ourselves instead of building tools for customers. Buying data products also requires babysitting. DBAs babysit Oracle indexes. Developers babysit Postgres query optimizations. Data engineers babysit ETL pipelines. Analysts baybsit Redshift history. SREs babysit Aurora costs. Endb can't solve all these problems, but it attempts to be a jack-of-all-trades database that solves as many as it can — for as many people as it can.","breadcrumbs":"Appendix » What? » Who wants One Database?","id":"322","title":"Who wants One Database?"},"323":{"body":"After years of Computer Science research, it's also clear a sea change in database tech is due... right about now. (Give or take ten years. Our timing may be off.) Hellerstein and Stonebraker's What Goes Around Comes Around remains true, decade after decade, since it was published in 2004. As always, the relational data model is still king and SQL is still the lingua franca of databases. Together, they assimilate new rivals every decade or so. Endatabas tries to stand right at the center of this upcoming collapse of the data toolchain. If we, as an industry, can drop a decade's vestigial growth in favour of a tighter, simpler solution? Wonderful. But what if we could shed a half-century's vestiges? Perhaps event streams, relations, documents, graphs, temporal data, ETL and CDC can all live under one roof for many businesses. Let's see. We're not sure if we can make this work. But it's exciting to try. — One Database: Clean. Simple. Less. (Read more in Why Endatabas? )","breadcrumbs":"Appendix » What? » When is One Database possible?","id":"323","title":"When is One Database possible?"},"324":{"body":"(Read more in What is Endatabas? ) Why did we build Endatabas (aka Endb) at all? Isn't one of the many ( many ) existing databases good enough? Many incumbent databases serve their use cases and markets well. But the demands placed on databases are growing rapidly. These demands pull in multiple directions, all at once, and existing technology cannot support them without introducing enormous complexity. Metamorphosis is required. Endb takes good ideas and makes them easier to access, while reducing operational headache. It does not try to be flashy or unnecessarily revolutionary. Instead, it tries to be simple and familiar on the surface while providing a lot of new power under the covers. Let's talk about what that means in clear, concrete terms.","breadcrumbs":"Appendix » Why? » Why Endatabas?","id":"324","title":"Why Endatabas?"},"325":{"body":"The tagline \"SQL Document Database With Full History\" says a lot, but it doesn't say everything. Endatabas is, first and foremost, an immutable database . That's the Full History part. But storing all your data, forever, has clear implications. We consider these implications to be the pillars of Endatabas. In 3D geometry, the legs of a tripod are mutually supportive; as long as all three feet are in contact with the ground, the tripod will not wobble or collapse. So it is with the pillars. Each supports and implies the others. The pillars are as follows: Full History (requires: immutable data and erasure) Timeline (requires: time-traveling queries) Separation of Storage from Compute (requires: light and adaptive indexing) Documents (requires: schemaless tables, \"schema-per-row\", arbitrary joins) Analytics (requires: columnar storage and access) At the top of this five-dimensional structure is SQL, the lingua franca of database queries. We believe it is the right time to integrate these ideas. But first let's go back a few decades to see how we got here.","breadcrumbs":"Appendix » Why? » What is Endatabas, anyway?","id":"325","title":"What is Endatabas, anyway?"},"326":{"body":"None of the ideas in Endatabas are new. George Copeland's What if mass storage were free? asked, back in 1980, what an immutable database might look like. His prescient vision for a database with full history enjoys the clarity of a researcher at the beginning of the database era. People have occasionally asked of Endatabas, \"why bother retaining all history?\" But this is the wrong question. The real question is: \"why bother destroying data?\" Copeland's answers, \"The deletion concept was invented to reuse expensive computer storage.\" The software industry has grown so accustomed to the arbitrary deletion of historical data that we now take destroying data for granted. Mass storage is not free yet — but it is cheap. Copeland himself addresses \"a more realistic argument: if the cost of mass storage were low enough, then deletion would become undesirable.\" Any system that exploits the separation of storage and compute can enjoy these low costs. An immutable dataset and a timeline of changing states are two sides of the same coin. Previous states carry the innate property of time (whether defined by familiar wall clocks or versions or logical clocks). Jensen and Snodgrass have thoroughly researched time-related database queries. Much of their work was published in the 1990s and early 2000s. Storing time, querying across time, time as a value ... these challenging subjects eventually grew to form SQL:2011 . Most SQL databases have struggled to implement SQL:2011. Incorporating time as a core concept in mutable databases (those which support destructive updates and deletes) amplifies existing complexity. Time should simplify the database, not complicate it. Document databases have a more convoluted story. Attempts at \"schemaless\", semi-structured, document, and object databases stretch from Smalltalk in the 1980s to C++ in the 1990s to Java and graphs in the 2000s to JSON in the 2010s . Despite all this, the most successful semi-structured document store, as of 2023, is a Postgres database with JSON columns. Database users desire flexible storage and querying — but yesterday's weather says they desire SQL more. Can't we have both? SQL has four identities, four histories. There is an SQL of academia, born of Codd's relational algebra (1970) and Chamberlin/Boyce SEQUEL (1974) , grown over decades with research like Snodgrass/Jensen's TSQL2. Then there is the SQL of industry, the many-tentacled leviathan of IBM, Oracle, and Microsoft: the SQL sold to businesses and governments, ceaselessly bifurcated into new dialects with each version and implementation. Between these two rests the SQL of the ISO specification — unified across 11 published standards, from SQL-86 to SQL:2023, spanning thousands of pages, adhered to by no single database. [1] Last, there is colloquial SQL, the language one refers to by the question, \"do you know SQL?\" These four threads are intertwined across four decades, making it very difficult to clearly define what is meant by \"SQL\", even in very narrow contexts. Colloquial SQL is of greatest interest to us. This is the ubiquitous query language any new database must implement to succeed. Khoshafian and Copeland introduced the Decomposition Storage Model (DSM) in 1985. The four decades that followed saw any number of approaches to data analytics. Most of the time, however, these demanded expensive data acrobatics: data was piped, streamed, dumped, and copied into denormalized cubes and time-series databases. As humanity grew out of the batch processing of the 1980s into the always-online society of the 2020s, analytics data became another form of operational data and this pipeline was looped back to users and customers. Hybrid Transactional/Analytical Processing (HTAP) promises a simpler, natural successor to OLTP and OLAP systems. For many businesses, the transactional/analytical divide is as arbitrary as destroying data with every state change. Humanity will arbitrarily destroy data in 2026 because hard disks were expensive in 1986. Similarly, we will wastefully query data with multiple systems in 2026 because CPUs were slow in 1986.","breadcrumbs":"Appendix » Why? » History","id":"326","title":"History"},"327":{"body":"When you approach Endb from a distance, you won't see the pillars at first. You'll see the structure they support. This structure also binds the pillars together. The query language of a database is its glue. It is the user interface. It defines the user experience. It is at once a programming language, a dialogue, an envelope, a protocol. But a query engine is not divorced from its query language, and so the language choice also informs system design and behaviour. There are mundane reasons for choosing SQL. If asked \"do you know SQL?\" there's a high probability the answer is \"yes.\" SQL is the language of data science and third-party tools. If any sufficiently successful database has to provide SQL access anyway, one may as well start there. But this is not why we chose SQL. We believe SQL can be beautiful. As mentioned in History , we are primarily concerned with colloquial SQL. The other threads of SQL are relevant but Endb will never implement the entire SQL specification. Instead, the Endb SQL dialect unifies the pillars under one strongly-dynamically-typed umbrella, a variation of the SQLite dialect. SQLite's applications are quite different from those of Endatabas, so Endb SQL is not weakly-typed and Endb types are not a free-for-all. Instead, Endb internally adopts types from Apache Arrow , which it uses as a storage medium. When considering alternatives, there are no direct contenders. Cypher, Datalog, MongoDB query documents, and other schemaless query languages work well for one database implementation but lack both mindshare and standards. PartiQL, SQL++, and other NewSQL languages that depart from SQL suffer precisely because they are almost SQL. One can fantasize about designing a query language from scratch but it's very easy to get wrong and takes decades to build mindshare. SQL has been through this decades-long gauntlet. Just as PL/SQL and T-SQL differ, so will Endb SQL from other dialects. However, colloquial SQL is comparable to colloquial Hindi — at higher levels, it bifurcates into Urdu and Sanskrit but speakers of both lineages understand one another. Endb SQL will be familiar to users of other SQL dialects. With its long, rich history SQL not only has the necessary theoretical underpinnings but the battle scars of technology that lasts. It sits alongside POSIX, TCP/IP, LISP, C, and the QWERTY keyboard layout. It will see its centenary.","breadcrumbs":"Appendix » Why? » Why SQL?","id":"327","title":"Why SQL?"},"328":{"body":"Even if we ignore Copeland's dream of mass storage from 1980, it is easy to see why destroying data is harmful. To destroy data is to destroy facts — to lie about the truth of what happened. Few modern systems permit the total destruction of data for this obvious reason. Some choose to create audit tables: users_audits, sales_audits, and so on. Some choose to log anything and everything. \"It's on disk somewhere.\" It's not uncommon for companies to extract metrics from logs to create invoices and reports, turning a log file into a bespoke immutable database. Industries which take their data very seriously (banking, healthcare) already store immutable records. They just do so in a mutable database. Append-only tables are not new, but they're an order of magnitude easier to work with — for both users and operators — if the database is append-only from the ground up. These same industries will resist the destruction of data unless absolutely necessary, but they will bend to necessity. Erasure is concomitant with immutability — we cannot have one without the other. The existing designs of databases create serious problems for privacy. DELETE, when overloaded to mean both \"save disk space\" and \"explicitly remove this data\", becomes opaque. It does not leave any queryable record of the deletion. Removing data should keep tombstones so it's at least known that some data was removed.","breadcrumbs":"Appendix » Why? » Why Full History?","id":"328","title":"Why Full History?"},"329":{"body":"Keeping your data's entire history is the write-side of the equation. If you didn't care about getting this data back, you could just dump it into an unintelligible pile. But you not only want your data back, you want to query it in the easiest way possible. One very sensible way to see and query immutable data is along a timeline. Endb makes no assumptions about your desire to participate in this timeline. By default, everything is visible as-of-now but querying the past should feel effortless. -- without time travel:\nSELECT * FROM products;\n-- time travel to 2020:\nSELECT * FROM products FOR SYSTEM_TIME AS OF 2020-08-25T00:00:00;","breadcrumbs":"Appendix » Why? » Why a timeline?","id":"329","title":"Why a timeline?"},"33":{"body":"The WITH keyword can create Common Table Expressions (CTEs) for DML, just as it can for queries . WITH top_margin_products AS (SELECT product_no, name FROM products WHERE (price - cost) > 5.00)\nINSERT INTO banner_products SELECT product_no, name FROM top_margin_products;","breadcrumbs":"SQL Reference » Data Manipulation » WITH (Common Table Expressions)","id":"33","title":"WITH (Common Table Expressions)"},"330":{"body":"Separating storage from compute is an implementation detail. AWS customers don't choose Amazon Aurora because they're craving this separation. Decoupling storage from compute makes scale (both up and down) trivial. It also introduces the possibility of \"reducing network traffic, ... fast crash recovery, failovers to replicas without loss of data, and fault-tolerant, self-healing storage.\" This decoupling is concomitant with Light and Adaptive Indexing . It is undesirable to manually construct expensive indexes for unknown future schemas over (effectively) infinite data. Instead, we should let machine learning handle this job.","breadcrumbs":"Appendix » Why? » Why Separation of Storage and Compute?","id":"330","title":"Why Separation of Storage and Compute?"},"331":{"body":"It can be argued that \"why documents?\" is really multiple questions: why schemaless? why nested data? why dynamic SQL? First, the challenges. It is extremely difficult to force global schema onto every row in a table in an immutable world. Even if there were a simple mechanism in SQL to alter table schema only for certain durations (there isn't), the database user would still be burdened with querying based on a particular schema at a particular time in the history of the table. This complexity is compounded by the fact that static schemas have less and less meaning in a temporal world. Endb introduces SQL:2011 time-travel and period predicates . The difficulty, mentioned earlier, that other databases encounter when introducing SQL:2011 is twofold: dealing with \"time\" in a world where history can be violently rewritten and managing an unbending schema across time. Nested data is equally unnatural in incumbent databases. SQL:99, SQL:2016, SQL:2023 all offer some way of shoehorning nested data into flat tables. DynamoDB, Couchbase, and MongoDB are the most common document databases but they don't speak SQL. [2] Not only will no one ever decompose relational data into 6NF, it is unlikely we'll ever see a return to the classic BCNF of business entity-relationship diagrams. Nested data is here to stay. Foreign, embedded JSON (or XML) is little more than a band-aid. Nested data should be native to SQL queries. Second, the joys. Schema-per-row can be incredibly liberating. Not only does this feel more natural, it embraces the messy truth of the real world. Schema-on-write can be added later, when the business is ready to lock down what it knows about a domain. But many use cases demand flexible schemas. What if this week's project requires downloading huge amounts of semi-structured JSON pricing data from the APIs of competing online stores to compare them? Endb can handle this case out of the box. Most databases would require a great deal of manipulation first. Dynamic SQL is required to support schemaless, nested data — but it also brings its own joys. When dynamic SQL rests on top of a flexible data model which can ingest any data, it is capable of exploring nested data and easily constructing arbitrary joins users could normally only construct in a graph database.","breadcrumbs":"Appendix » Why? » Why documents?","id":"331","title":"Why documents?"},"332":{"body":"It is often the job of analytics databases to record and query all the data of a business, denormalized for speed. There will always be analytical jobs which require data to be transformed. But many businesses already allow data scientists, analysts, and even CEOs read-only access to an OLTP replica. HTAP is right on the horizon . Endb hopes to participate in that evolution by making all business data accessible to easy-to-produce, cheap, ephemeral read replicas.","breadcrumbs":"Appendix » Why? » Why \"One Database\"?","id":"332","title":"Why \"One Database\"?"},"333":{"body":"We cannot reconcile building and selling a product we would never buy ourselves.","breadcrumbs":"Appendix » Why? » Why Commercial Open Source?","id":"333","title":"Why Commercial Open Source?"},"334":{"body":"All of the pillars outlined above have their own strike-when-the-iron-is-hot moment. The SQLite we know today began to materialize in 2001. Amazon S3 was launched in 2006. MongoDB was first released in 2007. Immutable data and functional programming reached the mainstream in the 2010s. Datomic (arguably the first immutable OLTP database) was release in 2012. Amazon Aurora was released in 2015 and Google's AlloyDB in 2022. Apache Arrow saw its first release in 2016. Over the past decade, many financial firms built their own in-house temporal databases. SQL:2011, SQL:2016, and SQL:2023 were ratified in their respective eponymous years. HTAP hasn't quite happened yet. AI-driven indexes haven't quite happened yet. The moment for something like Endatabas is now... but it is a very long moment. Endatabas cannot be built in a Postgres-compatible fashion. Technically, it would be prohibitively expensive to build Endatabas from existing components. It's time for something new. The complete SQL specification is very difficult to implement in full, though Mimer likely comes closest to this goal . There is XQuery, of course. But most businesses today do not build their nested data storage on XQuery.","breadcrumbs":"Appendix » Why? » Why Now?","id":"334","title":"Why Now?"},"335":{"body":"","breadcrumbs":"Appendix » Architecture » Architecture","id":"335","title":"Architecture"},"336":{"body":"All records in Endatabas are immutable. Historical data is not lost when an UPDATE or DELETE statement is executed. You can think of endb as one giant log of transactions with fast queries made possible by adaptive indexing .","breadcrumbs":"Appendix » Architecture » Immutable","id":"336","title":"Immutable"},"337":{"body":"The only time data in Endatabas is truly deleted is with the ERASE statement. This is used for user safety and compliance with laws like GDPR.","breadcrumbs":"Appendix » Architecture » Erasure","id":"337","title":"Erasure"},"338":{"body":"Both the heart and \"UI\" of Endatabas is a dynamic SQL engine which natively understands strongly-typed, semi-structured rows (documents). Here is an example to illustrate what that means: INSERT INTO stores {brand: \"Alonzo's Analog Synthesizers\", addresses: [{city: \"New Jersey\", country: \"United States\", opened: 1929-09-01}, {city: \"Göttingen\", country: \"Germany\", opened: 1928-09-01}]}; -- recursive query of ISO dates from the nested document:\nSELECT addresses..opened FROM stores; Endb SQL bases its core SQL dialect on SQLite. It also draws inspiration from SQL:99, SQL:2011, SQL:2016, and SQL:2023. Read more in our bibliography .","breadcrumbs":"Appendix » Architecture » Dynamic SQL","id":"338","title":"Dynamic SQL"},"339":{"body":"Endatabas stores and processes data as columns. Endb's columnar storage is built on Apache Arrow . Endb SQL allows users to retrieve data as documents. The ultimate goal is for Endatabas to serve many (hybrid) purposes: day-to-day transactions and analytical jobs.","breadcrumbs":"Appendix » Architecture » Columnar: Hybrid Transactional Analytic Processing (HTAP)","id":"339","title":"Columnar: Hybrid Transactional Analytic Processing (HTAP)"},"34":{"body":"Parameters to DML are documented under the HTTP API .","breadcrumbs":"SQL Reference » Data Manipulation » Parameters","id":"34","title":"Parameters"},"340":{"body":"Queries are compiled to Common Lisp and use hash joins. Join ordering is done heuristically, by base table size. Correlated queries are memoized by building indexes in-memory during query execution.","breadcrumbs":"Appendix » Architecture » Query Execution","id":"340","title":"Query Execution"},"341":{"body":"More detailed information about the future of Endb can be found in the roadmap .","breadcrumbs":"Appendix » Architecture » Future","id":"341","title":"Future"},"342":{"body":"If you're not sure what this is, think Amazon Aurora, Google AlloyDB, and Neon. Compute nodes are the classic database (Postgres, MongoDB, etc.) — in an immutable world, these are just caches. Storage is elastic object or blob storage (S3, Azure Blobs, etc.). Endatabas is built to live in the clouds, alongside infinite disk. Although the groundwork for separating storage from compute exists in Endb today, elastic storage backends are not yet implemented.","breadcrumbs":"Appendix » Architecture » Cloud: Separation of Storage from Compute","id":"342","title":"Cloud: Separation of Storage from Compute"},"343":{"body":"For more information on light and adaptive indexing, you can watch Håkan's talk from 2022: \"Light and Adaptive Indexing for Immutable Databases\" Endb does not yet support adaptive indexing.","breadcrumbs":"Appendix » Architecture » Adaptive Indexing","id":"343","title":"Adaptive Indexing"},"344":{"body":"You can read our high-level roadmap on GitHub .","breadcrumbs":"Appendix » Roadmap » Roadmap","id":"344","title":"Roadmap"},"345":{"body":"All Endatabas code is Copyright Håkan Råberg and Steven Deobald and licensed GNU Affero General Public License v3.0 , unless otherwise specified. To contribute to Endatabas, please refer to CONTRIBUTING .","breadcrumbs":"Appendix » License » License","id":"345","title":"License"},"35":{"body":"Transactions in Endb are implicit. Run multiple DML statements in a single transaction by providing multiple statements (delimited by semicolons) to a single POST to the HTTP API .","breadcrumbs":"SQL Reference » Data Manipulation » Transactions","id":"35","title":"Transactions"},"36":{"body":"Endb SQL strives to empower the query author. Basic SQL queries should be familiar. Advanced SQL queries should be simple.","breadcrumbs":"SQL Reference » Queries » Queries","id":"36","title":"Queries"},"37":{"body":"The most common hand-written SQL query tends to be the easiest: SELECT * FROM products; Without a WHERE clause (discussed below) the entire table is returned. Because Endb is schemaless, * has a special meaning. Each document (row) in Endb carries with it its own schema. As a result, * refers to the widest possible set of columns, across all the rows returned. In many SQL dialects, columns are strictly ordered. Because Endb columns cannot have a strict order, * returns them in alphabetical order. You can select the widest set of columns for a specific table with <table>.*: SELECT p.* FROM products p JOIN coupons c ON p.price = c.price;","breadcrumbs":"SQL Reference » Queries » SELECT *","id":"37","title":"SELECT *"},"38":{"body":"In programmatic environments, it is almost always preferable to query for specific columns by name: SELECT product_no, price FROM products; Select a list of columns by delimiting them with commas. SELECT product_no, v, price, name FROM products; Select a column with spaces by delimiting it with backticks or square braces: SELECT products['product no'] FROM products;\nSELECT `product no` FROM products; NOTE: Whether or not your Endb client respects column ordering is dependent on the content type it uses in Accept Headers. It is worth reading over the Accept Header documentation, in this regard. Limit query results to distinct rows or expand to all rows with DISTINCT and ALL. SELECT DISTINCT name FROM products;\nSELECT ALL product_no FROM products p JOIN sales s ON p.name = s.name;","breadcrumbs":"SQL Reference » Queries » SELECT","id":"38","title":"SELECT"},"39":{"body":"","breadcrumbs":"SQL Reference » Queries » FROM","id":"39","title":"FROM"},"4":{"body":"","breadcrumbs":"Tutorial » Quickstart » Quickstart","id":"4","title":"Quickstart"},"40":{"body":"For convenience, tables can be given aliases immediately following their name in the FROM clause. SELECT p.name FROM products p; The AS operator can also (optionally) be used to provide an alias for a table. SELECT p.name FROM products AS p; More usefully, it can give a temporary table name to an expression. The temporary table name can either have anonymous columns or named columns. (The VALUES keyword is explained in the following VALUES Lists section.) SELECT p.column1 FROM (VALUES ('Paprika', 4.77)) AS p;\nSELECT p.price FROM (VALUES ('Paprika', 4.77)) AS p(name, price);","breadcrumbs":"SQL Reference » Queries » Alias Tables","id":"40","title":"Alias Tables"},"41":{"body":"The AS keyword is also used to alias columns. This is useful when column names conflict in a join. (Joins are explained below.) If the same column is specified more than once, the last reference to that column name is the one which will be returned: SELECT c.price, p.price FROM products p JOIN coupons c ON p.name = c.name; If both columns are required, AS can be used to rename one or both of the columns: SELECT p.price AS regular_price, c.price FROM products p JOIN coupons c ON p.name = c.name;","breadcrumbs":"SQL Reference » Queries » Alias Columns","id":"41","title":"Alias Columns"},"42":{"body":"Because Endb is schemaless, documents (rows) can be joined on any fields (columns) which have equivalent values. Joins are written in the form <table1> JOIN <table2> ON <table1>.<column1> <operator> <table2>.<column2>. Join operators are generally comparisons or booleans . INSERT INTO coupons {name: 'Salt', price: 3.0};\nSELECT * FROM products p JOIN coupons c ON p.name = c.name; LEFT JOIN, LEFT OUTER JOIN, INNER JOIN, and CROSS JOIN are all supported. NOTE: Endb does not restrict name clashes in unqualified column selection or SELECT *. If two tables share the same column name, the results from the column of the second table in the join will be visible in the returned result, but not the results of the first.","breadcrumbs":"SQL Reference » Queries » JOIN","id":"42","title":"JOIN"},"43":{"body":"When the columns to join share the same name between two tables, USING is a shorthand that permits joining on the equality of those two columns. A USING query also supports unambiguous use of the unqualified column name in the SELECT clause. SELECT project_name, users.name, projects.budget FROM users JOIN projects USING (project_name);","breadcrumbs":"SQL Reference » Queries » USING","id":"43","title":"USING"},"44":{"body":"Rather than returning the entire table, documents (rows) can be filtered with a WHERE clause. SELECT * FROM products WHERE price > 4;","breadcrumbs":"SQL Reference » Queries » WHERE (Filtering)","id":"44","title":"WHERE (Filtering)"},"45":{"body":"More advanced filters are documented in Operators and Functions .","breadcrumbs":"SQL Reference » Queries » Advanced Filtering","id":"45","title":"Advanced Filtering"},"46":{"body":"Results from queries can be ordered with standard SQL ORDER BY. SELECT * FROM products ORDER BY price; By default, ordering is ascending. For descending order, suffix the ORDER BY clause with DESC: SELECT * FROM products ORDER BY price DESC; To force ascending order, use ASC: SELECT * FROM products ORDER BY price ASC; It is also possible to order by an expression: SELECT * FROM products ORDER BY LENGTH(name);\nSELECT * FROM products ORDER BY -price; In the example above, LENGTH is an example of a function. A complete list of functions can be found in the Functions documentation.","breadcrumbs":"SQL Reference » Queries » ORDER BY (Sorting Results)","id":"46","title":"ORDER BY (Sorting Results)"},"47":{"body":"GROUP BY accepts a list of columns and creates aggregated rows based on each of those columns, in order. Each aggregate is returned as a single row. Each column returned must either be a column specified in the GROUP BY clause or a column created with an aggregate function , such as SUM. SELECT name, price FROM products GROUP BY name, price;\nSELECT name, SUM(price) FROM products GROUP BY name;","breadcrumbs":"SQL Reference » Queries » GROUP BY","id":"47","title":"GROUP BY"},"48":{"body":"HAVING adds a search condition to an aggregate query. SELECT name, SUM(price) FROM products GROUP BY name HAVING LENGTH(name) > 4; It is most often used with GROUP BY (seen above), but it is also legal with other aggregates: SELECT SUM(products.price) FROM products HAVING SUM(products.price) = 13;","breadcrumbs":"SQL Reference » Queries » HAVING","id":"48","title":"HAVING"},"49":{"body":"LIMIT specifies the maximum number of rows to be returned by the query. SELECT * FROM products LIMIT 2; It always makes sense to control the order of returned rows so LIMIT always returns the same rows for the same query -- unless you don't care which rows are returned. SELECT * FROM products ORDER BY price ASC LIMIT 2; OFFSET allows queries to skip rows before returning a limited set. SELECT * FROM products ORDER BY price ASC LIMIT 2 OFFSET 2;","breadcrumbs":"SQL Reference » Queries » LIMIT","id":"49","title":"LIMIT"},"5":{"body":"mkdir -p endb_data\ndocker pull endatabas/endb\ndocker run --rm -p 3803:3803 -v endb_data:/app/endb_data docker.io/endatabas/endb See Installation for more ways to install and build endb. See Try It! for methods of connecting to Endb and running queries.","breadcrumbs":"Tutorial » Quickstart » Install Endb","id":"5","title":"Install Endb"},"50":{"body":"The VALUES keyword is used to create a static table of documents (rows). Each row is denoted by a pair of parentheses. All rows must have Union Compatibility which, for Endb, means they have the same number of columns. VALUES (1, 'Salt'), (2, 'Pepper'), (3, 'Vinegar'); Endb assigns anonymous columns the names column1, column2, etc. Columns can instead be given names with a table alias : SELECT * FROM (VALUES (1, 'Salt'), (2, 'Pepper'), (3, 'Vinegar')) AS t (product_no, name);","breadcrumbs":"SQL Reference » Queries » VALUES Lists","id":"50","title":"VALUES Lists"},"51":{"body":"The OBJECTS keyword is used to create a static table comprised of object literals, each representing a document (row). Each row is directly denoted by an object literal. OBJECTS lists do not require Union Compatibility , so jagged lists are permitted. OBJECTS {product_no: 1, name: 'Salt'}, {product_no: 2, name: 'Pepper', price: 3.99};\nSELECT * FROM (OBJECTS {product_no: 1, name: 'Salt'}, {product_no: 2, name: 'Pepper'}) as t;","breadcrumbs":"SQL Reference » Queries » OBJECTS Lists","id":"51","title":"OBJECTS Lists"},"52":{"body":"The set operations union, intersection, and difference are available to the results of two queries.","breadcrumbs":"SQL Reference » Queries » Set Operations: UNION, INTERSECT, EXCEPT","id":"52","title":"Set Operations: UNION, INTERSECT, EXCEPT"},"53":{"body":"Append the results of one query to another. Duplicate rows are removed. SELECT * FROM products UNION SELECT * FROM new_products; To keep duplicate rows, use UNION ALL: SELECT * FROM products UNION ALL SELECT * FROM new_products;","breadcrumbs":"SQL Reference » Queries » UNION","id":"53","title":"UNION"},"54":{"body":"The intersection of two queries returns results which are found in both. SELECT * FROM products INTERSECT SELECT * FROM new_products;","breadcrumbs":"SQL Reference » Queries » INTERSECT","id":"54","title":"INTERSECT"},"55":{"body":"The difference of two queries returns only results from the first query which are not found in the second. Another way of thinking about this is that results of the second query are removed from the first. SELECT * FROM products EXCEPT SELECT * FROM ignored_products;","breadcrumbs":"SQL Reference » Queries » EXCEPT","id":"55","title":"EXCEPT"},"56":{"body":"\"Union Compatibility\" refers to the ability of two queries to be used in a union, intersection, or difference. Because Endb is dynamically-typed, the only constraint on union compatibility is the number of columns returned. In general, it only makes sense to use set operations on two queries which return either: (1) explicit columns, so order and naming are respected or (2) columns with the same names, so they are guaranteed to return in order, in the case of * queries. When applying set operations to * queries, keep in mind that the widest column set (across the entire history of the table) will be returned. If the queries return a different number of columns, set operations will result in an error: -> SELECT * FROM products UNION SELECT * FROM new_products;\n400 Bad Request\nNumber of UNION left columns: 3 does not match right columns: 2","breadcrumbs":"SQL Reference » Queries » Union-Compatibility","id":"56","title":"Union-Compatibility"},"57":{"body":"The WITH keyword is used to create Common Table Expressions , or CTEs. CTEs act like temporary tables or views within the context of a query or DML statement . CTEs are used in place of a sub-select to simplify the appearance of a query. WITH clauses take the form WITH <cte-name> AS (<cte-select>). WITH top_margin_products AS (SELECT product_no FROM products WHERE (price - cost) > 5.00)\nSELECT name FROM products\nWHERE product_no IN (SELECT product_no FROM top_margin_products);","breadcrumbs":"SQL Reference » Queries » WITH (Common Table Expressions)","id":"57","title":"WITH (Common Table Expressions)"},"58":{"body":"The RECURSIVE keyword can be added to WITH to create recursive CTEs which can refer to themselves. Recursive CTEs will always have the form <initial-select> UNION <recursive-select> or <initial-select> UNION ALL <recursive-select>. Here is a naive example, demonstrating the recursive construction of a Fibonacci Sequence: WITH RECURSIVE fib(previous, current) AS ( VALUES (0, 1) UNION ALL SELECT fib.current, fib.previous + fib.current FROM fib WHERE fib.previous + fib.current < 5000\n)\nSELECT * FROM fib; The most beneficial uses for WITH RECURSIVE are walking hierarchical and graph-shaped data sets -- capabilities ordinary SQL lacks. However, Endb recursive queries are also capable of solving Sudoku puzzles and constructing fractals, as seen in the test suite . (Credit goes to SQLite's delightful Outlandish Recursive Query Examples .)","breadcrumbs":"SQL Reference » Queries » WITH RECURSIVE","id":"58","title":"WITH RECURSIVE"},"59":{"body":"Lateral queries permit access to named values from the FROM clause in the SELECT clause. The LATERAL keyword is optional in Endb as all queries are lateral queries by default. SELECT halved FROM products, LATERAL (SELECT price / 2.0 AS halved) h;\nSELECT halved FROM products, (SELECT price / 2.0 AS halved) h;","breadcrumbs":"SQL Reference » Queries » LATERAL","id":"59","title":"LATERAL"},"6":{"body":"If you do not want to install a full Endb instance, you can try the Live Demo instead. The Wasm Console runs Endb directly in your web browser, so you can ignore the steps in Try It! and jump straight to Endb SQL Basics . NOTE: The Wasm Console is not a full Endb instance. It does not provide APIs and has other performance and infrastructure limitations.","breadcrumbs":"Tutorial » Quickstart » Try Online","id":"6","title":"Try Online"},"60":{"body":"Repeatable reads are achieved in Endb by creating savepoints , which queries can return to later. When returning to a savepoint in the future, queries will return results according to the state of the database when the savepoint was captured. By default, savepoints have a 60-second lifespan, after which they expire. Use of a savepoint during its lifespan will renew its lease, allowing it to be used for another 60 seconds. Savepoints can be forcibly expired with RELEASE. Attempting to use a savepoint that has been expired or released will return No active savepoint: <savepoint>. NOTE: Repeatable reads are only available to the HTTP API .","breadcrumbs":"SQL Reference » Queries » Repeatable Reads: SAVEPOINT, ROLLBACK, RELEASE","id":"60","title":"Repeatable Reads: SAVEPOINT, ROLLBACK, RELEASE"},"61":{"body":"Other SQL dialects have more transaction-specific semantics for SAVEPOINT, ROLLBACK, and RELEASE. Because this difference in behaviour may be confusing to users familiar with other databases, we provide the example below. The result of the final query returns the first two dungeons, which were inserted prior to the savepoint, but not \"Tower of Hera\". INSERT INTO dungeons {name: 'Eastern Palace'};\nINSERT INTO dungeons {name: 'Desert Palace'};\nSAVEPOINT desert_palace;\nINSERT INTO dungeons {name: 'Tower of Hera'};\nROLLBACK TO desert_palace; SELECT * FROM dungeons; NOTE: The ROLLBACK and SELECT above must be executed together, in the same stateless \"transaction\". (Normally this will mean executing both statements in a single HTTP request.)","breadcrumbs":"SQL Reference » Queries » Minimal Example","id":"61","title":"Minimal Example"},"62":{"body":"The SAVEPOINT operator captures a new savepoint at the time it executes. Savepoints can be named or anonymous. Anonymous savepoints are named with a UUID. The name of the savepoint is returned as an attribute named result. SAVEPOINT desert_palace;\n-- [{'result': 'desert_palace'}]\nSAVEPOINT;\n-- [{'result': '0b12de43-1c92-4d92-ab7c-51c5a5129074'}]","breadcrumbs":"SQL Reference » Queries » SAVEPOINT","id":"62","title":"SAVEPOINT"},"63":{"body":"Inside the scope of a stateless \"transaction\" (normally a single HTTP request), ROLLBACK is used to return to a savepoint. ROLLBACK TO <savepoint> returns to a named savepoint (by name) or an anonymous savepoint (by string UUID). Queries executed inside such a transaction return results according to the state of the database when the savepoint was created. The use of ROLLBACK renews the lease of the associated savepoint. ROLLBACK TO desert_palace; SELECT * FROM dungeons;\nROLLBACK TO 'eab07765-de6f-4f74-8052-838dd29ee8e7'; SELECT * FROM dungeons;","breadcrumbs":"SQL Reference » Queries » ROLLBACK","id":"63","title":"ROLLBACK"},"64":{"body":"The RELEASE keyword expires a savepoint so it can no longer be used. Anonymous savepoints can be released by string UUID. RELEASE desert_palace;\nRELEASE 'f7c314dd-47b9-4c85-9502-b8e35c82b935';","breadcrumbs":"SQL Reference » Queries » RELEASE","id":"64","title":"RELEASE"},"65":{"body":"Standard SQL keywords are used to begin, commit, and rollback explicit transactions. NOTE: Explicit transactions are only available to the WebSocket API .","breadcrumbs":"SQL Reference » Queries » Transactions","id":"65","title":"Transactions"},"66":{"body":"This minimal example assumes a connection via the WebSocket API. BEGIN;\nINSERT INTO dungeons {name: 'Dark Palace'};\nINSERT INTO dungeons {name: 'Swamp Palace'};\nINSERT INTO dungeons {name: 'Skull Woods'};\nROLLBACK;\nSELECT * FROM dungeons;","breadcrumbs":"SQL Reference » Queries » Minimal Example","id":"66","title":"Minimal Example"},"67":{"body":"The BEGIN keyword starts a new transaction. BEGIN TRANSACTION;","breadcrumbs":"SQL Reference » Queries » BEGIN [TRANSACTION]","id":"67","title":"BEGIN [TRANSACTION]"},"68":{"body":"The COMMIT keyword commits the open transaction to disk. END is a synonym for COMMIT. COMMIT TRANSACTION;","breadcrumbs":"SQL Reference » Queries » COMMIT [TRANSACTION]","id":"68","title":"COMMIT [TRANSACTION]"},"69":{"body":"The ROLLBACK keyword throws away any uncommitted changes since the transaction began. ROLLBACK TRANSACTION; NOTE: The ROLLBACK keyword should not be confused with the ROLLBACK keyword for savepoints . Both can be called without mentioning a savepoint or transaction, but their behaviour differs based on whether the client is in an explicit transaction or not.","breadcrumbs":"SQL Reference » Queries » ROLLBACK [TRANSACTION]","id":"69","title":"ROLLBACK [TRANSACTION]"},"7":{"body":"You can send SQL statements to endb over HTTP or WebSockets. Any HTTP or WebSocket client will do, and Endb ships with a console and client libraries.","breadcrumbs":"Tutorial » Try It! » Try It!","id":"7","title":"Try It!"},"70":{"body":"","breadcrumbs":"SQL Reference » SQL Data Types » SQL Data Types","id":"70","title":"SQL Data Types"},"71":{"body":"Null serves a variety of purposes in Endb. Explicit: You can provide an explicit NULL value \"Unknown\": As with any SQL, you will receive a null when 3-Valued Logic cannot determine if a statement is true or false \"Missing\": Jagged rows will return NULL for columns projected for a document which does not contain them","breadcrumbs":"SQL Reference » SQL Data Types » NULL","id":"71","title":"NULL"},"72":{"body":"Endb accepts unbounded, variable-length strings with either single or double quotes. CHAR and VARCHAR are synonyms for TEXT. INSERT INTO users (name, title) VALUES ('River', \"Prodigy\"); When casting using the CHAR synonym, an optional integer argument indicates the desired length of the resulting string, padded with spaces: SELECT CAST(123 AS CHAR(10));\n-- [{'column1': '123 '}]","breadcrumbs":"SQL Reference » SQL Data Types » TEXT (CHAR, VARCHAR)","id":"72","title":"TEXT (CHAR, VARCHAR)"},"73":{"body":"Boolean values can be TRUE, FALSE, or NULL.","breadcrumbs":"SQL Reference » SQL Data Types » BOOLEAN","id":"73","title":"BOOLEAN"},"74":{"body":"64-bit integer capable of auto-promotion to 128-bit integer.","breadcrumbs":"SQL Reference » SQL Data Types » INTEGER (BIGINT)","id":"74","title":"INTEGER (BIGINT)"},"75":{"body":"A 64-bit IEEE 754 floating point number, or double.","breadcrumbs":"SQL Reference » SQL Data Types » REAL (DOUBLE)","id":"75","title":"REAL (DOUBLE)"},"76":{"body":"Timestamps can be represented as either SQL timestamps, according to the SQL Specification, or ISO timestamps. The following are legal timestamp literals: 2007-01-01T00:00:00 2007-01-01T00:00:00.123Z 2007-01-01T00:00:00.000000Z TIMESTAMP '2007-01-01 00:00:00' TIMESTAMP '2007-01-01 00:00:00.000000Z'","breadcrumbs":"SQL Reference » SQL Data Types » TIMESTAMP","id":"76","title":"TIMESTAMP"},"77":{"body":"Dates can be represented as either SQL dates, according to the SQL Specification, or ISO dates. The following are legal date literals: 2007-01-01 DATE '2007-01-01'","breadcrumbs":"SQL Reference » SQL Data Types » DATE","id":"77","title":"DATE"},"78":{"body":"Times can be represented as either SQL times, according to the SQL Specification, or ISO times. The following are legal time literals: 23:59:12 23:59:12.12345 TIME '23:59:12' TIME '23:59:12.12345'","breadcrumbs":"SQL Reference » SQL Data Types » TIME","id":"78","title":"TIME"},"79":{"body":"A Period is a window of time between two date/time types. Periods are used with Period Predicates . {start: 2001-01-01, end: 2001-04-01} [2001-04-01T00:00:00Z, 2001-05-01] It is also possible to create a Period with the PERIOD constructor function.","breadcrumbs":"SQL Reference » SQL Data Types » PERIOD","id":"79","title":"PERIOD"},"8":{"body":"Our first couple examples will use curl , which you probably already have installed, to send queries directly to the API. curl -d \"INSERT INTO users (name) VALUES ('Tianyu')\" -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql\ncurl -d \"SELECT * FROM users\" -H \"Content-Type: application/sql\" -X POST http://localhost:3803/sql You don't need to use the API diretly if there is a client library available for your language of choice, but it is helpful to know that the underlying API is human-readable and based on open standards. Read more in the full HTTP API docs .","breadcrumbs":"Tutorial » Try It! » curl","id":"8","title":"curl"},"80":{"body":"An interval (or duration ) is created whenever two times are subtracted. SELECT 2001-01-02 - 2001-01-01; Interval literals can be constructed with ISO 8601 syntax : PT12H30M5S P1Y2M10DT2H30M This is equivalent to the same ISO 8601 syntax provided as a string to the DURATION constructor: DURATION('PT12H30M5S') DURATION('P1Y2M10DT2H30M') Interval literals can also be constructed with the classic SQL intervals DSL: INTERVAL '1-2' YEAR TO MONTH INTERVAL '0 12:34:56.789' DAY TO SECOND","breadcrumbs":"SQL Reference » SQL Data Types » INTERVAL (DURATION)","id":"80","title":"INTERVAL (DURATION)"},"81":{"body":"Binary Large Objects can be encoded as hexidecimal literals or cast from strings. x'DEADBEEF' CAST(\"hello\" AS BLOB)","breadcrumbs":"SQL Reference » SQL Data Types » BLOB (VARBINARY)","id":"81","title":"BLOB (VARBINARY)"},"82":{"body":"Endb SQL uses zero-based arrays. Arrays can be created with array literals similar to JSON. [\"one\", \"two\", \"three\"] Alternatively, arrays can also be created using a literal syntax similar to that in the SQL Specification or a constructor function. ARRAY [\"one\", \"two\", \"three\"] ARRAY(\"one\", \"two\", \"three\") Array literals can contain the spread operator SELECT [1, 2, ...[3, 4], 5];\n-- [{'column1': [1, 2, 3, 4, 5]}] Array equality is tested lexicographically .","breadcrumbs":"SQL Reference » SQL Data Types » ARRAY","id":"82","title":"ARRAY"},"83":{"body":"Objects (which can also be thought of as documents, or rows) can be created with object literals enclosed in curly braces, similar to JSON. Keys in object literals can be quoted or unquoted. {name: \"Hanna\", birthday: 1982-12-31} {'name': \"Hanna\", 'birthday': 1982-12-31} Alternatively, objects can be created using either an OBJECT constructor keyword, similar to that in the SQL Specification. OBJECT(name: 'Hanna', birthday: 1982-12-31) Object literals can contain spreads , computed fields , shorthands , and row literals . SELECT { a: 1, ...[2, 3] };\n-- [{'column1': {'0': 2, '1': 3, 'a': 1}}]\nSELECT { foo: 2, ['foo' || 2]: 5 };\n-- [{'column1': {'foo': 2, 'foo2': 5}}]\nSELECT {p.name, c.discounted} FROM products p JOIN coupons c ON p.name = c.name;\n-- [{'column1': {'discounted': 2.99, 'name': 'Salt'}}]\nSELECT {product: {p.*}, discounted: c.discounted} FROM products p JOIN coupons c ON p.name = c.name;\n-- [{'column1': {'discounted': 2.99, 'product': {'name': 'Salt', 'price': 5.99}}}] Object equality is tested by comparing each key-value pair as an array.","breadcrumbs":"SQL Reference » SQL Data Types » OBJECT","id":"83","title":"OBJECT"},"84":{"body":"","breadcrumbs":"SQL Reference » SQL Data Types » Dynamic Literals","id":"84","title":"Dynamic Literals"},"85":{"body":"It is possible return an entire document (row) as a single literal value. The syntax is akin to Postgres ROW literals . Unlike table.*, which pads non-existent columns with NULL, a row literal returns exactly the schema specified for each individual row. { table.* } Example usage: SELECT { products.* } FROM products; As a shorthand, a table's name may be used in the SELECT clause to return entire rows as documents: -> SELECT users FROM users;\n-- [{'users': {'email': 'patrick@oracle.com', 'name': 'Patrick'}},\n-- {'users': {'email': 'preethi@shopify.ca', 'name': 'Preethi'}}] NOTE: When a table contains a column of the same name, the column takes precedence and a single column is returned, as usual: -> SELECT status FROM status;\n-- [{'status': 'error'}, {'status': 'ok'}]","breadcrumbs":"SQL Reference » SQL Data Types » Row Literals","id":"85","title":"Row Literals"},"86":{"body":"The Spread Operator (..., sometimes known as \"splat\") can be used to directly flatten/unnest one collection (an array, object, or row literal) into another. Strings are treated as character collections. SELECT [1, 2, ...[3, 4], 5];\n-- [{'column1': [1, 2, 3, 4, 5]}] SELECT [1, 2, ...\"foo\", 5];\n-- [{'column1': [1, 2, 'f', 'o', 'o', 5]}] If an array is spread into an object, its ordinals will be used as properties: SELECT { a: 1, ...{b: 2} };\n-- [{'column1': {'a': 1, 'b': 2}}] SELECT { a: 1, ...[2, 3] };\n-- [{'column1': {'0': 2, '1': 3, 'a': 1}}]","breadcrumbs":"SQL Reference » SQL Data Types » Spread","id":"86","title":"Spread"},"87":{"body":"In the key/property position, square brackets are used to construct computed fields in object literals . Computed fields are implicitly cast to string. SELECT { foo: 2, [2 + 2]: 5 };\n-- [{'column1': {'4': 5, 'foo': 2}}]\nSELECT { foo: 2, ['foo' || 2]: 5 };\n-- [{'column1': {'foo': 2, 'foo2': 5}}]","breadcrumbs":"SQL Reference » SQL Data Types » Computed Fields","id":"87","title":"Computed Fields"},"88":{"body":"Column names can be referred to in place of key-value pairs in object literals . SELECT {p.name, c.discounted} FROM products p JOIN coupons c ON p.name = c.name;\n-- [{'column1': {'discounted': 2.99, 'name': 'Salt'}}]","breadcrumbs":"SQL Reference » SQL Data Types » Shorthands","id":"88","title":"Shorthands"},"89":{"body":"Endb date/time data types currently only support times encoded as UTC.","breadcrumbs":"SQL Reference » SQL Data Types » Note on timezones","id":"89","title":"Note on timezones"},"9":{"body":"Endb provides a small console for writing Endb SQL directly: pip install endb_console\nendb_console # connects to localhost by default Assuming you inserted a user with curl above, you can query that table directly: -> SELECT * FROM users; Read more in the Console doc .","breadcrumbs":"Tutorial » Try It! » Console","id":"9","title":"Console"},"90":{"body":"Operations performed on scalars will attempt to widen those scalars for the purpose of the operation, if reasonable. -> select 2.0 = 2;\n[{'column1': True}] This widening includes joins on scalars, but not collections (ARRAY or OBJECT): -> INSERT INTO zig {at: 2023-12-21, val: 2}\n[{'result': 1}]\n-> INSERT INTO zag {at: 2023-12-21T00:00:00, val: 2.0}\n[{'result': 1}]\n-> SELECT * FROM zig i JOIN zag a ON i.at = a.at;\n[{'at': datetime.datetime(2023, 12, 21, 0, 0, tzinfo=datetime.timezone.utc), 'val': 2.0}]\n-> SELECT * FROM zig i JOIN zag a ON i.val = a.val;\n[{'at': datetime.datetime(2023, 12, 21, 0, 0, tzinfo=datetime.timezone.utc), 'val': 2.0}]","breadcrumbs":"SQL Reference » SQL Data Types » Note on type widening","id":"90","title":"Note on type widening"},"91":{"body":"","breadcrumbs":"SQL Reference » Operators » Operators","id":"91","title":"Operators"},"92":{"body":"Two values can be compared using standard SQL comparison operators: =, == (equals) > (greater than) < (less than) >= (greater than or equal to) <= (less than or equal to) <>, != (not equal to) SELECT * FROM products WHERE NOT name = 'Coffee';\nSELECT * FROM products WHERE name = 'Coffee' AND name <> 'Kaapi';\nSELECT * FROM products WHERE name > 'Cake' AND price >= 5.00;","breadcrumbs":"SQL Reference » Operators » Comparison","id":"92","title":"Comparison"},"93":{"body":"BETWEEN returns TRUE when a value is greater-than-or-equal-to the first limit and less-than-or-equal-to the second. It has the form BETWEEN x AND y. It can be negated with the form NOT BETWEEN x AND y. SELECT * FROM products WHERE price BETWEEN 2.00 AND 4.00;\nSELECT * FROM products WHERE price NOT BETWEEN 2.00 AND 4.00; NOTE: BETWEEN can also be used with System Time .","breadcrumbs":"SQL Reference » Operators » BETWEEN","id":"93","title":"BETWEEN"},"94":{"body":"WHERE and HAVING clauses can be modified and combined with standard SQL boolean operators.","breadcrumbs":"SQL Reference » Operators » Boolean Operators","id":"94","title":"Boolean Operators"},"95":{"body":"IS and IS NOT behave like = (==) and <> (!=) , respectively. They are usually used to augment equality checks to test for NULL, which is the third boolean value, representing \"unknown\". The literal UNKNOWN is permitted in IS / IS NOT expressions in place of NULL. When both sides of IS evaluate to NULL it returns TRUE. When only one side of IS NOT evaluates to NULL it returns TRUE, When only one side of IS evaluates to NUll it returns FALSE. When both sides of IS NOT evaluates to NULL it returns FALSE. SELECT * FROM products WHERE product_no IS NULL;\nSELECT * FROM products WHERE product_no IS UNKNOWN;\nSELECT * FROM products WHERE product_no IS NOT NULL;\nSELECT * FROM products WHERE product_no IS 386;\nSELECT * FROM products WHERE product_no IS NOT 444; NOTE: A WHERE clause of the form <column> IS NULL will not return rows for which <column> does not exist, as positive equality is only tested against extant columns. For example, the query SELECT * FROM products WHERE name IS NULL; will not return rows for which the column name does not exist. However, SELECT * FROM products WHERE name IS NOT NULL; will not return either rows where the name column has a value of NULL or the name column is missing. Thus, IS and IS NOT are not symmetrical for jagged data.","breadcrumbs":"SQL Reference » Operators » IS, IS NOT","id":"95","title":"IS, IS NOT"},"96":{"body":"IS DISTINCT FROM is a synonym for IS NOT. IS NOT DISTINCT FROM is a synonym for IS. NOTE: The IS [NOT] DISTINCT FROM form is provided for SQL specification compatibility and is not recommended, as it tends to be verbose and confusing.","breadcrumbs":"SQL Reference » Operators » IS [NOT] DISTINCT FROM","id":"96","title":"IS [NOT] DISTINCT FROM"},"97":{"body":"NOT can be prefixed to any clause to negate it: SELECT * FROM products WHERE NOT (name = 'Coffee'); AND returns true if two clauses both return true: SELECT * FROM products WHERE name = 'Coffee' AND price > 2.99; OR returns true if either of two clauses return true: SELECT * FROM products WHERE name = 'Coffee' OR name = 'Kaapi';","breadcrumbs":"SQL Reference » Operators » NOT, AND, OR","id":"97","title":"NOT, AND, OR"},"98":{"body":"Standard SQL mathemetical operators are available to any two numeric values: + (addition) - (subtraction) * (multiplication) / (division) % (modulo; integer remainder of division) << (left bit shift) >> (right bit shift) +NUMBER (unary plus) -NUMBER (unary minus) SELECT 1 + 3.555;\nSELECT 1 - 3.555;\nSELECT 2 * 3.555;\nSELECT 2 / 3.555;\nSELECT 2 % 3.555;\nSELECT 62 << 2;\nSELECT 62 >> 2;\nSELECT +128.5;\nSELECT -128.5; NOTE: Mathematical functions are documented under Functions .","breadcrumbs":"SQL Reference » Operators » Math","id":"98","title":"Math"},"99":{"body":"Standard SQL bitwise manipulation operators are available to any two values. & (bitwise and) | (bitwise or) The bitwise not operator is also available to a single value: ~ (bitwise not) SELECT 1 & 2;\nSELECT 1 | 2;\nSELECT ~1;","breadcrumbs":"SQL Reference » Operators » Bitwise Operators","id":"99","title":"Bitwise 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\ No newline at end of file
diff --git a/docs/sql/time_queries.html b/docs/sql/time_queries.html
index dfb9a40..c3d16f8 100644
--- a/docs/sql/time_queries.html
+++ b/docs/sql/time_queries.html
@@ -215,7 +215,7 @@ <h2 id="system-time"><a class="header" href="#system-time">System Time</a></h2>
 System Time is encoded in a special column, which is normally invisible to most queries,
 named <code>system_time</code> (lower case).
 Because <code>system_time</code> is invisible by default, it must be retrieved explicitly:</p>
-<pre><code class="language-sql">SELECTT *, system_time FROM products;
+<pre><code class="language-sql">SELECT *, system_time FROM products;
 </code></pre>
 <h3 id="as-of-time-travel"><a class="header" href="#as-of-time-travel">AS OF (Time Travel)</a></h3>
 <p>Endb permits time-traveling queries with the SQL:2011-compatible
diff --git a/src/sql/time_queries.md b/src/sql/time_queries.md
index 6a5043a..7a59987 100644
--- a/src/sql/time_queries.md
+++ b/src/sql/time_queries.md
@@ -64,7 +64,7 @@ named `system_time` (lower case).
 Because `system_time` is invisible by default, it must be retrieved explicitly:
 
 ```sql
-SELECTT *, system_time FROM products;
+SELECT *, system_time FROM products;
 ```
 
 ### AS OF (Time Travel)