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Push down stats with bins on time field into auto_date_histogram #4329

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Merged
qianheng-aws merged 6 commits into from
Sep 24, 2025
Merged

Push down stats with bins on time field into auto_date_histogram #4329

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fcbbdc4
Push down stats with bins on time field into auto_date_histogram
qianheng-aws Sep 18, 2025
e08ffcf
Merge remote-tracking branch 'refs/remotes/origin/main' into binPushDown
qianheng-aws Sep 22, 2025
4b9e6e7
Prevent pushing down multiple group-by with bins in advance.
qianheng-aws Sep 22, 2025
44fb286
Merge remote-tracking branch 'refs/remotes/origin/main' into binPushDown
qianheng-aws Sep 24, 2025
3e0d66b
Remove useless code
qianheng-aws Sep 24, 2025
dfca52d
Fix IT after merging main
qianheng-aws Sep 24, 2025
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83 changes: 83 additions & 0 deletions integ-test/src/test/java/org/opensearch/sql/calcite/remote/CalciteBinCommandIT.java
View file
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Original file line number Diff line number Diff line change
Expand Up @@ -25,6 +25,7 @@ public void init() throws Exception {
enableCalcite();
loadIndex(Index.ACCOUNT);
loadIndex(Index.BANK);
loadIndex(Index.EVENTS_NULL);
loadIndex(Index.TIME_TEST_DATA);
}

Expand Down Expand Up @@ -863,4 +864,86 @@ public void testBinFloatingPointSpanWithStatsCount() throws IOException {
// Test floating point spans with stats aggregation - verify proper decimal formatting
verifyDataRows(result, rows(279L, "0.0-15000.5"), rows(319L, "15000.5-30001.0"));
}

@Test
public void testStatsWithBinsOnTimeField_Count() throws IOException {
// TODO: Remove this after addressing https://github.com/opensearch-project/sql/issues/4317
enabledOnlyWhenPushdownIsEnabled();

JSONObject result =
executeQuery("source=events_null | bin @timestamp bins=3 | stats count() by @timestamp");
// TODO: @timestamp should keep date as its type, to be addressed by this issue:
// https://github.com/opensearch-project/sql/issues/4317
verifySchema(result, schema("count()", null, "bigint"), schema("@timestamp", null, "string"));
// auto_date_histogram will choose span=5m for bins=3
verifyDataRows(result, rows(5, "2024-07-01 00:00:00"), rows(1, "2024-07-01 00:05:00"));

result =
executeQuery("source=events_null | bin @timestamp bins=6 | stats count() by @timestamp");
// auto_date_histogram will choose span=1m for bins=6
verifyDataRows(
result,
rows(1, "2024-07-01 00:00:00"),
rows(1, "2024-07-01 00:01:00"),
rows(1, "2024-07-01 00:02:00"),
rows(1, "2024-07-01 00:03:00"),
rows(1, "2024-07-01 00:04:00"),
rows(1, "2024-07-01 00:05:00"));

result =
executeQuery("source=events_null | bin @timestamp bins=100 | stats count() by @timestamp");
// auto_date_histogram will choose span=5s for bins=100, it will produce many empty buckets but
// we will filter them and left only 6 buckets.
verifyDataRows(
result,
rows(1, "2024-07-01 00:00:00"),
rows(1, "2024-07-01 00:01:00"),
rows(1, "2024-07-01 00:02:00"),
rows(1, "2024-07-01 00:03:00"),
rows(1, "2024-07-01 00:04:00"),
rows(1, "2024-07-01 00:05:00"));
}

@Test
public void testStatsWithBinsOnTimeField_Avg() throws IOException {
// TODO: Remove this after addressing https://github.com/opensearch-project/sql/issues/4317
enabledOnlyWhenPushdownIsEnabled();

JSONObject result =
executeQuery(
"source=events_null | bin @timestamp bins=3 | stats avg(cpu_usage) by @timestamp");
// TODO: @timestamp should keep date as its type, to be addressed by this issue:
// https://github.com/opensearch-project/sql/issues/4317
verifySchema(
result, schema("avg(cpu_usage)", null, "double"), schema("@timestamp", null, "string"));
// auto_date_histogram will choose span=5m for bins=3
verifyDataRows(result, rows(44.62, "2024-07-01 00:00:00"), rows(50.0, "2024-07-01 00:05:00"));

result =
executeQuery(
"source=events_null | bin @timestamp bins=6 | stats avg(cpu_usage) by @timestamp");
// auto_date_histogram will choose span=1m for bins=6
verifyDataRows(
result,
rows(45.2, "2024-07-01 00:00:00"),
rows(38.7, "2024-07-01 00:01:00"),
rows(55.3, "2024-07-01 00:02:00"),
rows(42.1, "2024-07-01 00:03:00"),
rows(41.8, "2024-07-01 00:04:00"),
rows(50.0, "2024-07-01 00:05:00"));

result =
executeQuery(
"source=events_null | bin @timestamp bins=100 | stats avg(cpu_usage) by @timestamp");
// auto_date_histogram will choose span=5s for bins=100, it will produce many empty buckets but
// we will filter them and left only 6 buckets.
verifyDataRows(
result,
rows(45.2, "2024-07-01 00:00:00"),
rows(38.7, "2024-07-01 00:01:00"),
rows(55.3, "2024-07-01 00:02:00"),
rows(42.1, "2024-07-01 00:03:00"),
rows(41.8, "2024-07-01 00:04:00"),
rows(50.0, "2024-07-01 00:05:00"));
}
}
17 changes: 17 additions & 0 deletions integ-test/src/test/java/org/opensearch/sql/calcite/remote/CalciteExplainIT.java
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -303,6 +303,23 @@ public void testExplainBinWithBins() throws IOException {
explainQueryToString("source=opensearch-sql_test_index_account | bin age bins=3 | head 5"));
}

@Test
public void testExplainStatsWithBinsOnTimeField() throws IOException {
// TODO: Remove this after addressing https://github.com/opensearch-project/sql/issues/4317
enabledOnlyWhenPushdownIsEnabled();
String expected = loadExpectedPlan("explain_stats_bins_on_time.yaml");
assertYamlEqualsJsonIgnoreId(
expected,
explainQueryToString(
"source=events | bin @timestamp bins=3 | stats count() by @timestamp"));

expected = loadExpectedPlan("explain_stats_bins_on_time2.yaml");
assertYamlEqualsJsonIgnoreId(
expected,
explainQueryToString(
"source=events | bin @timestamp bins=3 | stats avg(cpu_usage) by @timestamp"));
}

@Test
public void testExplainBinWithSpan() throws IOException {
String expected = loadExpectedPlan("explain_bin_span.json");
Expand Down
2 changes: 1 addition & 1 deletion integ-test/src/test/resources/expectedOutput/calcite/explain_agg_script_timestamp_push.json
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Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
{
"calcite": {
"logical": "LogicalSystemLimit(sort0=[$1], dir0=[ASC-nulls-first], fetch=[10000], type=[QUERY_SIZE_LIMIT])\n LogicalSort(sort0=[$1], dir0=[ASC-nulls-first], fetch=[3])\n LogicalProject(count()=[$1], t=[$0])\n LogicalAggregate(group=[{0}], count()=[COUNT()])\n LogicalProject(t=[UNIX_TIMESTAMP($3)])\n CalciteLogicalIndexScan(table=[[OpenSearch, opensearch-sql_test_index_bank]])\n",
"physical": "CalciteEnumerableIndexScan(table=[[OpenSearch, opensearch-sql_test_index_bank]], PushDownContext=[[AGGREGATION->rel#6848:LogicalAggregate.NONE.[](input=RelSubset#6847,group={0},count()=COUNT()), SORT->[0 ASC FIRST], LIMIT->3, PROJECT->[count(), t], LIMIT->10000], OpenSearchRequestBuilder(sourceBuilder={\"from\":0,\"size\":0,\"timeout\":\"1m\",\"aggregations\":{\"composite_buckets\":{\"composite\":{\"size\":3,\"sources\":[{\"t\":{\"terms\":{\"script\":{\"source\":\"{\\\"langType\\\":\\\"calcite\\\",\\\"script\\\":\\\"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\\\"}\",\"lang\":\"opensearch_compounded_script\",\"params\":{\"utcTimestamp\":1758184003331798000}},\"missing_bucket\":true,\"missing_order\":\"first\",\"order\":\"asc\"}}}]},\"aggregations\":{\"count()\":{\"value_count\":{\"field\":\"_index\"}}}}}}, requestedTotalSize=2147483647, pageSize=null, startFrom=0)])\n"
"physical": "CalciteEnumerableIndexScan(table=[[OpenSearch, opensearch-sql_test_index_bank]], PushDownContext=[[AGGREGATION->rel#:LogicalAggregate.NONE.[](input=RelSubset#,group={0},count()=COUNT()), SORT->[0 ASC FIRST], LIMIT->3, PROJECT->[count(), t], LIMIT->10000], OpenSearchRequestBuilder(sourceBuilder={\"from\":0,\"size\":0,\"timeout\":\"1m\",\"aggregations\":{\"composite_buckets\":{\"composite\":{\"size\":3,\"sources\":[{\"t\":{\"terms\":{\"script\":{\"source\":\"{\\\"langType\\\":\\\"calcite\\\",\\\"script\\\":\\\"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}
}
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