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Add Snowflake connector #17909
Add Snowflake connector #17909
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Just skimmed.
Please rebase on master and squash commits into one.
plugin/trino-snowflake/pom.xml
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<parent> | ||
<groupId>io.trino</groupId> | ||
<artifactId>trino-root</artifactId> | ||
<version>413-SNAPSHOT</version> |
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Please update this version.
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Updated to 422-SNAPSHOT
plugin/trino-snowflake/pom.xml
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@@ -0,0 +1,180 @@ | |||
<?xml version="1.0"?> |
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Please update ci.yml
.
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Updated
plugin/trino-snowflake/pom.xml
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</dependency> | ||
</dependencies> | ||
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<build> |
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Please add cloud-tests
profile. You can refer to other SaaS connector. e.g. BigQuery
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Updated.
private final Type jsonType; | ||
private final AggregateFunctionRewriter aggregateFunctionRewriter; |
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nit: Move to under static final
fields.
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Done
private static final DateTimeFormatter snowballDateTimeFormatter = DateTimeFormatter.ofPattern("y-MM-dd'T'HH:mm:ss.SSSSSSSSSXXX"); | ||
private static final DateTimeFormatter snowballDateFormatter = DateTimeFormatter.ofPattern("uuuu-MM-dd"); | ||
private static final DateTimeFormatter snowballTimestampFormatter = DateTimeFormatter.ofPattern("y-MM-dd'T'HH:mm:ss.SSSSSSSSS"); | ||
private static final DateTimeFormatter snowballTimeFormatter = DateTimeFormatter.ofPattern("HH:mm:ss.SSSSSSSSS"); |
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Rename prefix to snowflake
and uppercase these constants.
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Updated
import static io.trino.spi.type.VarcharType.createVarcharType; | ||
import static java.time.ZoneOffset.UTC; | ||
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public class TestSnowflakeTypeMapping |
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Add test case for timestamp types.
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Already exist at line 308:
@Test public void testTimestamp() { testTimestamp(UTC); testTimestamp(jvmZone); testTimestamp(vilnius); testTimestamp(kathmandu); testTimestamp(TestingSession.DEFAULT_TIME_ZONE_KEY.getZoneId()); }
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It's timestamp without time zone. timestamp with time zone test is still missing.
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Reminder.
private static LongWriteFunction timestampWriter() | ||
{ | ||
return (statement, index, value) -> statement.setString(index, StandardColumnMappings.fromTrinoTimestamp(value).toString()); | ||
} | ||
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private static Optional<ColumnMapping> getUnsignedMapping(JdbcTypeHandle typeHandle) |
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Remove unused methods.
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Removed
public void testCharVarcharComparison() | ||
{ | ||
// Override and skip it because snowflake not support this feature | ||
assertThatThrownBy(super::testCharVarcharComparison).isInstanceOf(AssertionError.class); |
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Please verify the message instead of the class instance. Same for other places.
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Updated for all tests
@Override | ||
public void testCreateTable() | ||
{ | ||
// Override and skip it because snowflake not support this feature |
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Snowflake supports creating a table. This comment should be updated. Same for other places.
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Override it. In fact there is only one thing that null doesn't equal to "". So I override it
``char(n)`` ``varchar(n)`` | ||
``binary(n)`` ``varbinary`` | ||
``varbinary`` ``varbinary`` | ||
``date`` ``date`` |
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timestamp type is missing.
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Updated
------------- | ||
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To configure the Snowflake connector, create a catalog properties file | ||
in ``etc/catalog`` named, for example, ``snowflake.properties``, to |
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We use example.properties
as the template. See other connector docs.
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Updated
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Updated
Did you forget to push the changes?
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Because this PR is created from the repository of Erik, I can't maintain and update it directly. I have to send him a new PR first, and after he accepts it, you will see the changes. I'll let you know when it has done.
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I'll let you know when it has done.
Please avoid leaving "Updated" comments until this PR is updated. The comment is confusing and not actionable.
plugin/trino-snowflake/pom.xml
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<dependency> | ||
<groupId>net.snowflake</groupId> | ||
<artifactId>snowflake-jdbc</artifactId> | ||
<version>3.13.29</version> |
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The latest version is 3.13.32
.
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Updated
public void testCreateTable() | ||
{ | ||
// Override and skip it because snowflake not support this feature | ||
assertThatThrownBy(super::testCreateTable).isInstanceOf(AssertionError.class); |
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We shouldn't ship untested features to users. I would recommend making this connector read-only by overriding some methods in SnowflakeClient
. e.g. createTable
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Maybe we can support createTable.
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Checked all reviews and I will update a PR in the next comment
------------- | ||
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To configure the Snowflake connector, create a catalog properties file | ||
in ``etc/catalog`` named, for example, ``snowflake.properties``, to |
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Because this PR is created from the repository of Erik, I can't maintain and update it directly. I have to send him a new PR first, and after he accepts it, you will see the changes. I'll let you know when it has done.
plugin/trino-snowflake/src/main/java/io/trino/plugin/snowflake/SnowflakeConfig.java
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return Optional.ofNullable(timestampNoTimezoneAsUTC); | ||
} | ||
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@Config("snowflake.timestampNoTimezoneAsUtc") |
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Updated
private final Type jsonType; | ||
private final AggregateFunctionRewriter aggregateFunctionRewriter; |
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Done
private static final DateTimeFormatter snowballDateTimeFormatter = DateTimeFormatter.ofPattern("y-MM-dd'T'HH:mm:ss.SSSSSSSSSXXX"); | ||
private static final DateTimeFormatter snowballDateFormatter = DateTimeFormatter.ofPattern("uuuu-MM-dd"); | ||
private static final DateTimeFormatter snowballTimestampFormatter = DateTimeFormatter.ofPattern("y-MM-dd'T'HH:mm:ss.SSSSSSSSS"); | ||
private static final DateTimeFormatter snowballTimeFormatter = DateTimeFormatter.ofPattern("HH:mm:ss.SSSSSSSSS"); |
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Updated
private static LongWriteFunction timestampWriter() | ||
{ | ||
return (statement, index, value) -> statement.setString(index, StandardColumnMappings.fromTrinoTimestamp(value).toString()); | ||
} | ||
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private static Optional<ColumnMapping> getUnsignedMapping(JdbcTypeHandle typeHandle) |
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Removed
// .put(Types.TIME, columnMappingPushdown(timeColumnMapping())) | ||
// .buildOrThrow(); | ||
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private static final Map<String, ColumnMappingFunction> SHOWFLAKE_COLUMN_MAPPINGS = ImmutableMap.<String, ColumnMappingFunction>builder() |
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Don't understand what do you mean "Inline" ? Can you explain about what do I need to do or do you have an example about it please?
public void testCharVarcharComparison() | ||
{ | ||
// Override and skip it because snowflake not support this feature | ||
assertThatThrownBy(super::testCharVarcharComparison).isInstanceOf(AssertionError.class); |
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Updated for all tests
@Override | ||
public void testCreateTable() | ||
{ | ||
// Override and skip it because snowflake not support this feature |
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Override it. In fact there is only one thing that null doesn't equal to "". So I override it
public void testCreateTable() | ||
{ | ||
// Override and skip it because snowflake not support this feature | ||
assertThatThrownBy(super::testCreateTable).isInstanceOf(AssertionError.class); |
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Maybe we can support createTable.
@ebyhr Here is my new pull request : bloomberg#7 |
public Object[][] snowflakeIntegerTypeProvider() | ||
{ | ||
// INT , INTEGER , BIGINT , SMALLINT , TINYINT , BYTEINT, DECIMAL , NUMERIC are aliases for NUMBER(38, 0) in snowflake | ||
// https://docs.snowflake.com/en/sql-reference/data-types-numeric.html#int-integer-bigint-smallint-tinyint-byteint |
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Add Unsupported test cases, e.g: testUnsupportedTinyint
with value min-1
and max+
.addRoundTrip("decimal(24, 4)", "CAST('12345678901234567890.31' AS decimal(24, 4))", createDecimalType(24, 4), "CAST('12345678901234567890.31' AS decimal(24, 4))") | ||
.addRoundTrip("decimal(30, 5)", "CAST('3141592653589793238462643.38327' AS decimal(30, 5))", createDecimalType(30, 5), "CAST('3141592653589793238462643.38327' AS decimal(30, 5))") | ||
.addRoundTrip("decimal(30, 5)", "CAST('-3141592653589793238462643.38327' AS decimal(30, 5))", createDecimalType(30, 5), "CAST('-3141592653589793238462643.38327' AS decimal(30, 5))") | ||
// .addRoundTrip("decimal(38, 0)", "CAST('27182818284590452353602874713526624977' AS decimal(38, 0))", createDecimalType(38, 0), "CAST('27182818284590452353602874713526624977' AS decimal(38, 0))") |
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Remove
@Override | ||
public void testReadMetadataWithRelationsConcurrentModifications() | ||
{ | ||
throw new SkipException("Test fails with a timeout sometimes and is flaky"); |
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Is it possible open the test and annotated with @Flaky
instead of skipping the test?
public void testDropAmbiguousRowFieldCaseSensitivity() | ||
{ | ||
// Override and skip it because snowflake not support this feature | ||
assertThatThrownBy(super::testDropAmbiguousRowFieldCaseSensitivity); |
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It would be better to add more checks like using hasMessage
call
public void testBinary() | ||
{ | ||
SqlDataTypeTest.create() | ||
.addRoundTrip("binary(18)", "NULL", VARBINARY, "CAST(NULL AS varbinary)") |
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We can extract the common test cases like the TestIgniteTypeMapping.binaryTest
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If it passes, can we leave this place for the moment ? I'll optimize it later.
" shippriority bigint,\n" + | ||
" comment varchar(79)\n" + | ||
")\n" + | ||
"COMMENT ''"); |
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Why here has COMMENT
field even we declare not support SUPPORTS_CREATE_TABLE_WITH_TABLE_COMMENT
and SUPPORTS_COMMENT_ON_TABLE
return true; | ||
} | ||
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private ColumnMapping jsonColumnMapping() |
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Why add this?
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Please remove this method.
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Removed
Hello team, wondering how active is this PR and how much effort is required to make it happen 🚀 ? |
Please revert unrelated changes. Also, please squash commits into one. |
Hello there! Firstly, nice work :-) Wondering if there are any updates on the status here? Thanks a lot |
Hi @ebyhr, considering the substantial size of this pull request, squashing it early might pose challenges for ongoing work, such as addressing conflicts. Once the pull request ready, it would be great to have the team's approval and proceed with a squash merge. Looking forward to a merge soon! |
After updating this PR with the latest trino version, there are some new errors in the previous tests. I am trying to fix them and also I'm trying to reach @dprophet to have a period of time free to review and merge it. Because as we know that with the upgrade of version there are new issues arising. We have to merge it asap after I fix again. 😄 |
@colebow @mosabua I am a bit pressed for time, this week but I would be available in the following weeks to help land this. Would one of you either mind starting to reach out to everyone involved to create a plan on landing this? I think at this point we need to coordinate what is needed on the PR with @ebyhr, when Yuya and @dprophet will have availability to quickly review, and synchronize the update and review process around the same times to avoid long pauses that then require large merges and breaks previous iterations. That's certainly not fun for @yuuteng to keep up. This is a brand new connector that has quite a few extra concerns around testing and I think a coordinated effort will help this last mile from stagnating. Let me know if either of you are up for it, otherwise happy to raise my hand to coordinate this in the coming weeks. |
Right but I think @yuuteng doesn't want to keep doing this unless he knows this will the The Last Merge Conflict™. So I think having DevRel do some upfront coordination to make sure Teng isn't wasting his time would be good at this point. |
@bitsondatadev Thanks for understanding. I will take some time to fix it today and I think I may need some help from @ebyhr . As for the process, I think it will be better if I create a new PR directly from my repository and add @dprophet as reviewer inside so that I can save time to find a time with @dprophet first, and he spent also time to resolve the conflicts. I guess it will not be finished in one commit. In this way, it would be more efficient. I'm talking about it with him at the same time for his opinion. |
Please fix CI failures. errorprone
trino-snowflake
trino-snowflake cloud-tests
and product tests |
plugin/trino-snowflake/src/main/java/io/trino/plugin/snowflake/SnowflakeClient.java
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***** Update ci and delete no use lines (#20) Approved Update according to reviews 11/01/2024 Various style fixes and cleanup (#15) (#17) Co-authored-by: Martin Traverso <[email protected]> Various style fixes and cleanup (#15) Update the github CI (#12) * Add Snowflake JDBC Connector * Add snowflake in the ci Add Snowflake JDBC Connector (#11) Had to redo the connector because all the rebases caused havoc
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// Mappings for JDBC column types to internal Trino types | ||
final Map<Integer, ColumnMapping> standardColumnMappings = ImmutableMap.<Integer, ColumnMapping>builder() | ||
.put(Types.BOOLEAN, StandardColumnMappings.booleanColumnMapping()) |
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This needs to be updated.
For example, types INT
, INTEGER
, BIGINT
, SMALLINT
, TINYINT
, BYTEINT
are actually synonymous with NUMBER(38, 0)
in Snowflake (ref). Their internal "data_type" is always a constant FIXED
(ref). When they're read in via JDBC, their SQL type depends on Snowflake session property JDBC_TREAT_DECIMAL_AS_INT
. By default its true, so the SQL type is always Types.BIGINT
. This logic is in Snowflake JDBC code: https://github.com/snowflakedb/snowflake-jdbc/blob/d4ca9f0e99b142fa0c1a3dffe5cc7bde4fdfaf61/src/main/java/net/snowflake/client/jdbc/SnowflakeUtil.java#L177.
So:
- We actually don't need mappings for
INT
,INTEGER
,SMALLINT
,TINYINT
, etc. as they will never be used. - There will be an issue if a user creates an
BIGINT
column in Snowflake and uses it to store a value larger thanLong.MAX_VALUE
.
You can reproduce the example issue:
In Snowflake
CREATE TABLE testdb.test1.t_large_bigint (c_bigint BIGINT);
INSERT INTO testdb.test1.t_large_bigint VALUES(99999999999999999999999999999999999998);
This query
SELECT * FROM testdb.test1.t_large_bigint
will succeed in Snowflake but fails in current connector implementation with an error
Query 20240305_052805_00005_6tebh failed: Cannot convert value in the driver from type:FIXED(null,null) to type:Long, value=99999999999999999999999999999999999998.
A safer way is to set JDBC_TREAT_DECIMAL_AS_INT
to false and always read in decimal values.
^The above is an example. It applies to other data types, i.e., DOUBLE
is used for all floating-point numbers, VARCHAR
is used for all text types, etc. We will have to reference both Snowflake doc (here and here) and JDBC code for source-of-truths so that type conversion correctness is ensured: https://github.com/snowflakedb/snowflake-jdbc/blob/d4ca9f0e99b142fa0c1a3dffe5cc7bde4fdfaf61/src/main/java/net/snowflake/client/jdbc/SnowflakeUtil.java#L205-L321
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I will try to fix it when I have time. If you can give me a PR directly, it will be helpful. 😄
@dprophet If you have time you can also take a look on it.
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Thank you @yuuteng ! Actually I was working on co-authoring a new one but it took longer than I expected. I just commented here in case you folks are working on updates in parallel. I'll see how much I can get it done this week, btw please feel free to work on it on your side as well, I could help comment in that case.
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As you can see that I am still struggling to work on the fixes about tests and ci problem. I will come back to see this when I clean them. 😄
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@lxynov Lets not fix this right now. Connectors dont need to be perfect on day one. This PR has been going on for over a year. We can do supplimental PR's once this one is merged.
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@dprophet Skipping this comment is fine. However, please file an issue to https://github.com/trinodb/trino/issues/new
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Done. #20977
@yuuteng Please fix the following failures:
https://github.com/trinodb/trino/actions/runs/8154337829/job/22287613018?pr=20895 |
* fixup! Add Snowflake JDBC Connector * Fix tests * Add the handle for timestamptz back to fix testDataMappingSmokeTest --------- Co-authored-by: Yuya Ebihara <[email protected]>, Erik Anderson <[email protected]>
❤️🎉🎊Congratulations team ❄️🐇!! Incredible work and persistence @dprophet, @yuuteng, @ebyhr, @martint, @mosabua, and @findepi. Special thanks to Bloomberg and ForePaaS for dedicating a large portion of time to get this right. Thanks to Bloomberg for providing the integration testing infrastructure (Snowflake resources) to the Trino Software Foundation. This massive undertaking wouldn't have been possible without you all! We started investigating why the first two attempts to create a Snowflake connector failed. It turned out that that each time there was a discussion for how to do integration testing, and both PRs stalled. After seeing this, we noticed @yuuteng had already done a significant amount of work for a third attempt to contribute a Snowflake connector in use at ForePaaS. Not long after I had reached out to Teng to brainstorm a solution, @dprophet reached out to get my thoughts on how to go about contributing Bloomberg's connector. Great, now we have two connector implementations and no solution still. During the first Trino Contributor Congregation, Erik and I brought up Bloomberg's desire to contribute a Snowflake connector and I articulated the testing issue. Erik said something to the effect of, "Oh I wish I would have known that's the problem, the solution is simple, Bloomberg will provide the TSF a Snowflake account." Done! Shortly after Erik, Teng, and I discussed the best ways to merge their work, set up the Snowflake accounts for the TSF, and start the arduous process of building a thorough test suite with the help of Yuya, Piotr, Manfred, and Martin. Despite all of the setbacks and infra issues, everyone persisted. We were almost sure this was going to land late summer of 2023. So much so that the goal was to discuss the release during the July presentation of this connector! Regardless, everyone involved persisted. What a great outcome and example of open source bringing positive sum value to the world of data and analytics. Y'all are incredible! Federate them all! ❤️❤️ -Bits |
I'm overjoyed to see the Snowflake connector merged today!🎉 This journey started over two years ago on December 22nd, 2021, and it wouldn't have been possible without the tireless efforts of everyone involved. ❄️🐇 @bitsondatadev, thank you for rescuing this project from limbo and revitalizing it, leading to the incredible collaboration between Bloomberg, Trino community and ForePaaS! @ebyhr, thank you for your patience and guidance over the past two years, reviewing our code and answering our questions like a wise teacher. You've played a vital role in my growth! @pgagnon, the first contributor who paved the way! I wouldn't know where to start without your work. Thank you for your initial contribution, and I hope you're proud of seeing it merged today! @dprophet, my dear partner, it's been two amazing years working with you! We overcame time zones and different holidays while working in different countries and companies. Finally, our "baby" is merged! Thank you for making our work shine ✨. You're a fantastic partner! @cploujoux and @drappier-charles, my managers, and all my colleagues who cared about this project. Thank you for giving me the opportunity to work on this challenging and rewarding task. Your support and advice have been invaluable! To all the friends who offered help and reviewed our code: Thank you for your enthusiasm and dedication! Your contributions, big or small, have made a real difference. Although I can't list all your names here, your kindness and support are deeply appreciated. P.S. Sorry for turning this commit message into a heartfelt essay. The past 2 years and 3 months have been an unforgettable journey. Thanks for reading to here, and see you all on the next adventure! Best wishes, ❤️❤️ Teng (@yuuteng) |
Description
New Snowflake connector
Equal acknowledgements go to
Erik Anderson, Bloomberg
Yu Teng, ForePaaS
This Snowflake connector is a collaboration between both individuals at separate companies. Developing and maintaining such a connector has taken about 2 years of efforts. The community has came together to help solve challenge that is greater than 1 person, or 1 company. A lot of time, energy has gone into creating, maintaining, and open sourcing this connector.
This work references pull request #10387