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json_array_test.go
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// Copyright 2020 The Cockroach Authors.
//
// Use of this software is governed by the Business Source License
// included in the file licenses/BSL.txt.
//
// As of the Change Date specified in that file, in accordance with
// the Business Source License, use of this software will be governed
// by the Apache License, Version 2.0, included in the file
// licenses/APL.txt.
package invertedidx_test
import (
"testing"
"github.com/cockroachdb/cockroach/pkg/settings/cluster"
"github.com/cockroachdb/cockroach/pkg/sql/opt"
"github.com/cockroachdb/cockroach/pkg/sql/opt/invertedidx"
"github.com/cockroachdb/cockroach/pkg/sql/opt/norm"
"github.com/cockroachdb/cockroach/pkg/sql/opt/testutils"
"github.com/cockroachdb/cockroach/pkg/sql/opt/testutils/testcat"
"github.com/cockroachdb/cockroach/pkg/sql/sem/tree"
)
func TestTryJoinJsonOrArrayIndex(t *testing.T) {
semaCtx := tree.MakeSemaContext()
st := cluster.MakeTestingClusterSettings()
evalCtx := tree.NewTestingEvalContext(st)
tc := testcat.New()
// Create the input table.
if _, err := tc.ExecuteDDL(
"CREATE TABLE t1 (json1 JSON, array1 INT[], json11 JSONB, array11 INT[], " +
"inet1 INET)",
); err != nil {
t.Fatal(err)
}
// Create the indexed table.
if _, err := tc.ExecuteDDL(
"CREATE TABLE t2 (json2 JSON, array2 INT[], inet2 INET, " +
"INVERTED INDEX (json2), INVERTED INDEX (array2))",
); err != nil {
t.Fatal(err)
}
var f norm.Factory
f.Init(evalCtx, tc)
md := f.Metadata()
tn1 := tree.NewUnqualifiedTableName("t1")
tn2 := tree.NewUnqualifiedTableName("t2")
tab1 := md.AddTable(tc.Table(tn1), tn1)
tab2 := md.AddTable(tc.Table(tn2), tn2)
jsonOrd, arrayOrd := 1, 2
testCases := []struct {
filters string
indexOrd int
invertedExpr string
}{
{
// Indexed column can be on either side of @>.
filters: "json1 @> json2",
indexOrd: jsonOrd,
invertedExpr: "json2 <@ json1",
},
{
// Indexed column can be on either side of <@.
filters: "json1 <@ json2",
indexOrd: jsonOrd,
invertedExpr: "json2 @> json1",
},
{
filters: "json2 @> json1",
indexOrd: jsonOrd,
invertedExpr: "json2 @> json1",
},
{
// Indexed column can be on either side of @>.
filters: "array1 @> array2",
indexOrd: arrayOrd,
invertedExpr: "array2 <@ array1",
},
{
// Indexed column can be on either side of <@.
filters: "array2 <@ array1",
indexOrd: arrayOrd,
invertedExpr: "array2 <@ array1",
},
{
filters: "array2 @> array1",
indexOrd: arrayOrd,
invertedExpr: "array2 @> array1",
},
{
// Wrong index ordinal.
filters: "json2 @> json1",
indexOrd: arrayOrd,
invertedExpr: "",
},
{
// We can perform a join using two comparison operations on the same
// indexed column, even if the input columns are different.
filters: "json2 @> json1 AND json2 @> json11",
indexOrd: jsonOrd,
invertedExpr: "json2 @> json1 AND json2 @> json11",
},
{
// We can perform a join using two comparison operations on the same
// indexed column, even if the input columns are different.
filters: "array2 @> array1 AND array11 <@ array2",
indexOrd: arrayOrd,
invertedExpr: "array2 @> array1 AND array2 @> array11",
},
{
// We can perform a join using two comparison operations on the same
// indexed column, even if the input columns are different.
filters: "json2 @> json1 OR json2 @> json11",
indexOrd: jsonOrd,
invertedExpr: "json2 @> json1 OR json2 @> json11",
},
{
// When operations affecting two different variables are OR-ed, we
// cannot perform an inverted join.
filters: "json2 @> json1 OR array2 @> array1",
indexOrd: jsonOrd,
invertedExpr: "",
},
{
// We can constrain either index when the operations are AND-ed.
filters: "json2 @> json1 AND array2 @> array1",
indexOrd: jsonOrd,
invertedExpr: "json2 @> json1",
},
{
// We can constrain either index when the operations are AND-ed.
filters: "json2 @> json1 AND array2 @> array1",
indexOrd: arrayOrd,
invertedExpr: "array2 @> array1",
},
{
// Join conditions can be combined with index constraints.
filters: "json2 @> json1 AND json2 @> '{\"a\": \"b\"}'::json",
indexOrd: jsonOrd,
invertedExpr: "json2 @> json1 AND json2 @> '{\"a\": \"b\"}'::json",
},
{
// Join conditions can be combined with index constraints.
filters: "json2 @> json1 AND json2 @> '{\"a\": \"b\"}'::json AND " +
"json1 @> '{\"a\": \"b\"}'::json",
indexOrd: jsonOrd,
invertedExpr: "json2 @> json1 AND json2 @> '{\"a\": \"b\"}'::json",
},
{
// At least one column from the input is required.
filters: "json2 @> '{\"a\": \"b\"}'::json",
indexOrd: jsonOrd,
invertedExpr: "",
},
{
// AND with a non-json function.
filters: "json2 @> json1 AND inet_same_family(inet1, inet2)",
indexOrd: jsonOrd,
invertedExpr: "json2 @> json1",
},
{
// OR with a non-json function.
filters: "json2 @> json1 OR inet_same_family(inet1, inet2)",
indexOrd: jsonOrd,
invertedExpr: "",
},
{
// Arbitrarily complex join condition.
filters: "array2 @> array1 OR (" +
"array2 @> array11 AND json2 @> json1 AND " +
"array2 @> '{1,2}'::int[]) AND " +
"json2 @> json1 AND " +
"array2 @> '{3}'::int[]",
indexOrd: arrayOrd,
invertedExpr: "array2 @> array1 OR (" +
"array2 @> array11 AND " +
"array2 @> '{1,2}'::int[]) AND " +
"array2 @> '{3}'::int[]",
},
}
for _, tc := range testCases {
t.Logf("test case: %v", tc)
filters := testutils.BuildFilters(t, &f, &semaCtx, evalCtx, tc.filters)
var inputCols opt.ColSet
for i, n := 0, md.Table(tab1).ColumnCount(); i < n; i++ {
inputCols.Add(tab1.ColumnID(i))
}
actInvertedExpr := invertedidx.TryJoinInvertedIndex(
evalCtx.Context, &f, filters, tab2, md.Table(tab2).Index(tc.indexOrd), inputCols,
)
if actInvertedExpr == nil {
if tc.invertedExpr != "" {
t.Fatalf("expected %s, got <nil>", tc.invertedExpr)
}
continue
}
if tc.invertedExpr == "" {
t.Fatalf("expected <nil>, got %v", actInvertedExpr)
}
expInvertedExpr := testutils.BuildScalar(t, &f, &semaCtx, evalCtx, tc.invertedExpr)
if actInvertedExpr.String() != expInvertedExpr.String() {
t.Errorf("expected %v, got %v", expInvertedExpr, actInvertedExpr)
}
}
}
func TestTryFilterJsonOrArrayIndex(t *testing.T) {
semaCtx := tree.MakeSemaContext()
st := cluster.MakeTestingClusterSettings()
evalCtx := tree.NewTestingEvalContext(st)
tc := testcat.New()
if _, err := tc.ExecuteDDL(
"CREATE TABLE t (j JSON, a INT[], str STRING[], INVERTED INDEX (j), INVERTED INDEX (a), INVERTED INDEX (str))",
); err != nil {
t.Fatal(err)
}
var f norm.Factory
f.Init(evalCtx, tc)
md := f.Metadata()
tn := tree.NewUnqualifiedTableName("t")
tab := md.AddTable(tc.Table(tn), tn)
jsonOrd, arrayOrd := 1, 2
testCases := []struct {
filters string
indexOrd int
ok bool
tight bool
unique bool
remainingFilters string
}{
// If we can create an inverted filter with the given filter expression and
// index, ok=true. If the spans in the resulting inverted index constraint
// do not have duplicate primary keys, unique=true. If the spans are tight,
// tight=true and remainingFilters="". Otherwise, tight is false and
// remainingFilters contains some or all of the original filters.
{
filters: "j @> '1'",
indexOrd: jsonOrd,
ok: true,
tight: true,
unique: true,
},
{
// Contained by is supported for json.
filters: "j <@ '1'",
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: true,
remainingFilters: "j <@ '1'",
},
{
filters: `j <@ '{"a": 1}'`,
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: false,
remainingFilters: `j <@ '{"a": 1}'`,
},
{
filters: "a @> '{1}'",
indexOrd: arrayOrd,
ok: true,
tight: true,
unique: true,
},
{
// Contained by is supported for arrays.
filters: "a <@ '{1}'",
indexOrd: arrayOrd,
ok: true,
tight: false,
unique: false,
remainingFilters: "a <@ '{1}'",
},
{
filters: "a <@ '{}'",
indexOrd: arrayOrd,
ok: true,
tight: false,
unique: true,
remainingFilters: "a <@ '{}'",
},
{
// Wrong index ordinal.
filters: "a @> '{1}'",
indexOrd: jsonOrd,
ok: false,
},
{
// Wrong index ordinal.
filters: "j @> '1'",
indexOrd: arrayOrd,
ok: false,
},
{
// When operations affecting two different variables are OR-ed, we cannot
// constrain either index.
filters: "j @> '1' OR a @> '{1}'",
indexOrd: jsonOrd,
ok: false,
},
{
// When operations affecting two different variables are OR-ed, we cannot
// constrain either index.
filters: "j <@ '1' OR a <@ '{1}'",
indexOrd: jsonOrd,
ok: false,
},
{
// When operations affecting two different variables are OR-ed, we cannot
// constrain either index.
filters: "j <@ '1' OR a <@ '{1}'",
indexOrd: arrayOrd,
ok: false,
},
{
// We can constrain either index when the functions are AND-ed.
filters: "j @> '1' AND a @> '{1}'",
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: true,
remainingFilters: "a @> '{1}'",
},
{
// We can constrain either index when the functions are AND-ed.
filters: "j @> '1' AND a @> '{1}'",
indexOrd: arrayOrd,
ok: true,
tight: false,
unique: true,
remainingFilters: "j @> '1'",
},
{
// We can constrain the array index when the functions are AND-ed.
filters: "j <@ '1' AND a <@ '{1}'",
indexOrd: arrayOrd,
ok: true,
tight: false,
unique: false,
remainingFilters: "j <@ '1' AND a <@ '{1}'",
},
{
// We can constrain the JSON index when the functions are AND-ed.
filters: "j <@ '1' AND a <@ '{1}'",
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: true,
remainingFilters: "j <@ '1' AND a <@ '{1}'",
},
{
// We can guarantee unique primary keys when there are multiple paths
// that are each unique.
filters: "j @> '[1, 2]'",
indexOrd: jsonOrd,
ok: true,
tight: true,
unique: true,
},
{
// We can guarantee unique primary keys when there are multiple paths
// that are each unique.
filters: "a @> '{1, 2}'",
indexOrd: arrayOrd,
ok: true,
tight: true,
unique: true,
},
{
// We cannot guarantee that the span expression is tight when there is a
// nested array. This is because '[[1, 2]]' has the same keys as
// '[[1], [2]]', but '[[1], [2]]' @> '[[1, 2]]' is false.
filters: "j @> '[[1, 2]]'",
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: true,
remainingFilters: "j @> '[[1, 2]]'",
},
{
// A more complex expression.
filters: "j @> '2' AND (j @> '1' OR a @> '{1}')",
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: true,
remainingFilters: "j @> '1' OR a @> '{1}'",
},
{
// If the left child of an OR condition is not tight, the remaining
// filters are the entire condition.
filters: "j @> '[[1, 2]]' OR j @> '[3, 4]'",
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: false,
remainingFilters: "j @> '[[1, 2]]' OR j @> '[3, 4]'",
},
{
// If the right child of an OR condition is not tight, the remaining
// filters are the entire condition.
filters: "j @> '[1, 2]' OR j @> '[[3, 4]]'",
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: false,
remainingFilters: "j @> '[1, 2]' OR j @> '[[3, 4]]'",
},
{
// If both expressions in an OR condition are tight, there are no
// remaining filters.
filters: "j @> '[1, 2]' OR j @> '[3, 4]'",
indexOrd: jsonOrd,
ok: true,
tight: true,
unique: false,
},
{
// With AND conditions the remaining filters may be a subset of the
// original condition.
filters: "j @> '{\"a\": [1, 2]}' AND (j @> '[1, 2]' AND j @> '[[3, 4]]')",
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: true,
remainingFilters: "j @> '{\"a\": [1, 2]}' AND j @> '[[3, 4]]'",
},
{
// With AND conditions the remaining filters may be a subset of the
// original condition.
filters: "j @> '\"a\"' AND (j @> '[[1, 2]]' AND j @> '[3, 4]')",
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: true,
remainingFilters: "j @> '[[1, 2]]'",
},
{
filters: "j->'a' = '1'",
indexOrd: jsonOrd,
ok: true,
tight: true,
unique: true,
},
{
// Integer indexes are not yet supported.
filters: "j->0 = '1'",
indexOrd: jsonOrd,
ok: false,
},
{
// Arrays on the right side of the equality are supported.
filters: "j->'a' = '[1]'",
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: true,
remainingFilters: "j->'a' = '[1]'",
},
{
// Objects on the right side of the equality are supported.
filters: `j->'a' = '{"b": "c"}'`,
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: true,
remainingFilters: `j->'a' = '{"b": "c"}'`,
},
{
// Wrong index ordinal.
filters: "j->'a' = '1'",
indexOrd: arrayOrd,
ok: false,
},
{
filters: "j->'a'->'b' = '1'",
indexOrd: jsonOrd,
ok: true,
tight: true,
unique: true,
},
{
filters: "j->'a'->'b'->'c' = '1'",
indexOrd: jsonOrd,
ok: true,
tight: true,
unique: true,
},
{
// Integer indexes are not yet supported.
filters: "j->0->'b' = '1'",
indexOrd: jsonOrd,
ok: false,
},
{
// The inner most expression is not a fetch val expression with an
// indexed column on the left.
filters: "(j-'c')->'a'->'b' = '1'",
indexOrd: jsonOrd,
ok: false,
},
{
filters: "j->'a' = '1' AND j->'b' = '2'",
indexOrd: jsonOrd,
ok: true,
tight: true,
unique: true,
},
{
filters: "j->'a' = '1' OR j->'b' = '2'",
indexOrd: jsonOrd,
ok: true,
tight: true,
unique: false,
},
{
filters: `j->'a' = '1' AND j @> '{"b": "c"}'`,
indexOrd: jsonOrd,
ok: true,
tight: true,
unique: true,
},
{
filters: `j->'a' = '1' OR j @> '{"b": "c"}'`,
indexOrd: jsonOrd,
ok: true,
tight: true,
unique: false,
},
{
filters: `j->'a' = '1' AND j @> '[[1, 2]]'`,
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: true,
remainingFilters: "j @> '[[1, 2]]'",
},
{
// Contains is supported with a fetch val operator on the left.
filters: `j->'a' @> '1'`,
indexOrd: jsonOrd,
ok: true,
tight: true,
unique: false,
remainingFilters: "",
},
{
// Contains is supported with chained fetch val operators on the left.
filters: `j->'a'->'b' @> '1'`,
indexOrd: jsonOrd,
ok: true,
tight: true,
unique: false,
remainingFilters: "",
},
{
// Contains with a fetch val is supported for JSON arrays.
filters: `j->'a'->'b' @> '[1, 2]'`,
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: true,
remainingFilters: "j->'a'->'b' @> '[1, 2]'",
},
{
filters: `j->'a'->'b' @> '[[1, 2]]'`,
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: true,
remainingFilters: "j->'a'->'b' @> '[[1, 2]]'",
},
{
// Contains with a fetch val is supported for JSON objects.
filters: `j->'a'->'b' @> '{"c": 1}'`,
indexOrd: jsonOrd,
ok: true,
tight: true,
unique: true,
remainingFilters: "",
},
{
filters: `j->'a'->'b' @> '{"c": {"d": "e"}}'`,
indexOrd: jsonOrd,
ok: true,
tight: true,
unique: true,
remainingFilters: "",
},
{
filters: `j->'a'->'b' @> '[{"c": 1, "d": "2"}]'`,
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: true,
remainingFilters: "j->'a'->'b' @> '[{\"c\": 1, \"d\": \"2\"}]'",
},
{
filters: `j->'a'->'b' @> '{"c": [1, 2], "d": "2"}'`,
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: true,
remainingFilters: "j->'a'->'b' @> '{\"c\": [1, 2], \"d\": \"2\"}'",
},
{
// ContainedBy is supported with a fetch val operator on the left.
filters: `j->'a' <@ '1'`,
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: false,
remainingFilters: "j->'a' <@ '1'",
},
{
// ContainedBy is supported with chained fetch val operators on the left.
filters: `j->'a'->'b' <@ '1'`,
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: false,
remainingFilters: "j->'a'->'b' <@ '1'",
},
{
// ContainedBy with a fetch val is supported for JSON arrays.
filters: `j->'a'->'b' <@ '[1, 2]'`,
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: false,
remainingFilters: "j->'a'->'b' <@ '[1, 2]'",
},
{
filters: `j->'a'->'b' <@ '[[1, 2]]'`,
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: false,
remainingFilters: "j->'a'->'b' <@ '[[1, 2]]'",
},
{
// ContainedBy with a fetch val is supported for JSON objects.
filters: `j->'a'->'b' <@ '{"c": 1}'`,
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: false,
remainingFilters: "j->'a'->'b' <@ '{\"c\": 1}'",
},
{
filters: `j->'a'->'b' <@ '{"c": {"d": "e"}}'`,
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: false,
remainingFilters: "j->'a'->'b' <@ '{\"c\": {\"d\": \"e\"}}'",
},
{
filters: `j->'a'->'b' <@ '[{"c": 1, "d": "2"}]'`,
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: false,
remainingFilters: "j->'a'->'b' <@ '[{\"c\": 1, \"d\": \"2\"}]'",
},
{
filters: `j->'a'->'b' <@ '{"c": [1, 2], "d": "2"}'`,
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: false,
remainingFilters: "j->'a'->'b' <@ '{\"c\": [1, 2], \"d\": \"2\"}'",
},
{
// Contains is supported with a fetch val operator on the right.
filters: `'1' @> j->'a'`,
indexOrd: jsonOrd,
ok: true,
tight: false,
unique: false,
remainingFilters: "'1' @> j->'a'",
},
{
// ContainedBy is supported with a fetch val operator on the right.
filters: `'1' <@ j->'a'`,
indexOrd: jsonOrd,
ok: true,
tight: true,
unique: false,
remainingFilters: "",
},
{
// Overlaps is supported for arrays.
filters: "a && '{1}'",
indexOrd: arrayOrd,
ok: true,
tight: true,
unique: false,
remainingFilters: "",
},
{
// Overlaps with an empty array produces a non-inverted expression
filters: "a && '{}'",
indexOrd: arrayOrd,
ok: false,
},
{
// Overlaps with conjunction of both tight expression with
// same variable produces a tight expression
filters: "a && '{1}' AND a && '{2}'",
indexOrd: arrayOrd,
ok: true,
tight: true,
unique: false,
remainingFilters: "",
},
{
// Overlaps with disjunction of both tight expression with
// same variable produces a tight expression
filters: "a && '{1}' OR a && '{2}'",
indexOrd: arrayOrd,
ok: true,
tight: true,
unique: false,
remainingFilters: "",
},
{
// When operations affecting two different variables are AND-ed,
// the first index gets constrained.
filters: "a && '{1}' AND str && '{hello}'",
indexOrd: arrayOrd,
ok: true,
tight: false,
unique: false,
remainingFilters: "str && '{hello}'",
},
{
filters: "a && '{1}' OR str && '{hello}'",
indexOrd: arrayOrd,
ok: false,
},
{
filters: "a && '{1}' OR str <@ '{hello}'",
indexOrd: arrayOrd,
ok: false,
},
{
filters: "a && '{1}' OR str @> '{hello}'",
indexOrd: arrayOrd,
ok: false,
},
{
filters: "a && '{1}' AND str <@ '{hello}'",
indexOrd: arrayOrd,
ok: true,
tight: false,
unique: false,
remainingFilters: "str <@ '{hello}'",
},
{
filters: "str <@ '{hello}' AND a && '{1}'",
indexOrd: arrayOrd,
ok: true,
tight: false,
unique: false,
remainingFilters: "str <@ '{hello}'",
},
{
filters: "str <@ '{hello}' AND a && '{1}' AND str @> '{hello}'",
indexOrd: arrayOrd,
ok: true,
tight: false,
unique: false,
remainingFilters: "str <@ '{hello}' AND str @> '{hello}'",
},
}
for _, tc := range testCases {
t.Logf("test case: %v", tc)
filters := testutils.BuildFilters(t, &f, &semaCtx, evalCtx, tc.filters)
// We're not testing that the correct SpanExpression is returned here;
// that is tested elsewhere. This is just testing that we are constraining
// the index when we expect to and we have the correct values for tight,
// unique, and remainingFilters.
spanExpr, _, remainingFilters, _, ok := invertedidx.TryFilterInvertedIndex(
evalCtx,
&f,
filters,
nil, /* optionalFilters */
tab,
md.Table(tab).Index(tc.indexOrd),
nil, /* computedColumns */
)
if tc.ok != ok {
t.Fatalf("expected %v, got %v", tc.ok, ok)
}
if !ok {
continue
}
if tc.tight != spanExpr.Tight {
t.Fatalf("For (%s), expected tight=%v, but got %v", tc.filters, tc.tight, spanExpr.Tight)
}
if tc.unique != spanExpr.Unique {
t.Fatalf("For (%s), expected unique=%v, but got %v", tc.filters, tc.unique, spanExpr.Unique)
}
if remainingFilters == nil {
if tc.remainingFilters != "" {
t.Fatalf("For (%s), expected remainingFilters=%s, got <nil>", tc.filters, tc.remainingFilters)
}
continue
}
if tc.remainingFilters == "" {
t.Fatalf("For (%s), expected remainingFilters=<nil>, got %v", tc.filters, remainingFilters)
}
expRemainingFilters := testutils.BuildFilters(t, &f, &semaCtx, evalCtx, tc.remainingFilters)
if remainingFilters.String() != expRemainingFilters.String() {
t.Errorf("For (%s), expected remainingFilters=%v, got %v", tc.filters, expRemainingFilters, remainingFilters)
}
}
}