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Optmize range aggregation
Signed-off-by: Yuanchun Shen <yuanchu@amazon.com>
1 parent 7d82cd8 commit 3b65b2d

9 files changed

Lines changed: 138 additions & 103 deletions

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integ-test/src/test/java/org/opensearch/sql/calcite/remote/CalcitePPLCaseFunctionIT.java

Lines changed: 45 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -6,12 +6,14 @@
66
package org.opensearch.sql.calcite.remote;
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import static org.opensearch.sql.legacy.TestsConstants.TEST_INDEX_BANK;
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import static org.opensearch.sql.legacy.TestsConstants.TEST_INDEX_OTEL_LOGS;
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import static org.opensearch.sql.legacy.TestsConstants.TEST_INDEX_STATE_COUNTRY_WITH_NULL;
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import static org.opensearch.sql.legacy.TestsConstants.TEST_INDEX_WEBLOGS;
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import static org.opensearch.sql.util.MatcherUtils.closeTo;
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import static org.opensearch.sql.util.MatcherUtils.rows;
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import static org.opensearch.sql.util.MatcherUtils.schema;
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import static org.opensearch.sql.util.MatcherUtils.verifyDataRows;
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import static org.opensearch.sql.util.MatcherUtils.verifyNumOfRows;
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import static org.opensearch.sql.util.MatcherUtils.verifySchema;
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import java.io.IOException;
@@ -31,6 +33,7 @@ public void init() throws Exception {
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loadIndex(Index.TIME_TEST_DATA);
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loadIndex(Index.STATE_COUNTRY_WITH_NULL);
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loadIndex(Index.BANK);
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loadIndex(Index.OTELLOGS);
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appendDataForBadResponse();
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}
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@@ -470,4 +473,46 @@ public void testCaseAggWithNullValues() throws IOException {
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verifyDataRows(actual, rows(10, "teenager"), rows(25, "adult"), rows(70, "senior"));
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}
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}
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@Test
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public void testNestedCaseAggWithAutoDateHistogram() throws IOException {
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JSONObject actual1 =
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executeQuery(
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String.format(
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"source=%s | bin @timestamp bins=2 | eval severity_range = case(severityNumber <"
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+ " 16, 'minor' else 'severe') | stats avg(severityNumber), count() by"
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+ " @timestamp, severity_range, flags",
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TEST_INDEX_OTEL_LOGS));
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verifySchema(
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actual1,
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schema("avg(severityNumber)", "double"),
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schema("count()", "bigint"),
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schema("@timestamp", "timestamp"),
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schema("severity_range", "string"),
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schema("flags", "bigint"));
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verifyDataRows(
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actual1,
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rows(8.85, 20, "2024-01-15 10:30:02", "minor", 0),
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rows(20, 9, "2024-01-15 10:30:02", "severe", 0),
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rows(9, 1, "2024-01-15 10:30:00", "minor", 1),
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rows(17, 1, "2024-01-15 10:30:00", "severe", 1),
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rows(1, 1, "2024-01-15 10:30:05", "minor", 1));
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JSONObject actual2 =
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executeQuery(
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String.format(
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"source=%s | bin @timestamp bins=100 | eval severity_range = case(severityNumber <"
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+ " 16, 'minor' else 'severe') | stats avg(severityNumber), count() by"
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+ " @timestamp, severity_range, flags",
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TEST_INDEX_OTEL_LOGS));
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verifySchema(
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actual2,
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schema("avg(severityNumber)", "double"),
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schema("count()", "bigint"),
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schema("@timestamp", "timestamp"),
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schema("severity_range", "string"),
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schema("flags", "bigint"));
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verifyNumOfRows(actual2, 32);
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}
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}

integ-test/src/test/resources/expectedOutput/calcite/agg_case_cannot_push.yaml

Lines changed: 1 addition & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -6,4 +6,4 @@ calcite:
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LogicalProject(age_range=[CASE(<($10, 30), 'u30':VARCHAR, SEARCH($10, Sarg[[30..40]]), 'u40':VARCHAR, 'u100':VARCHAR)], age=[$10])
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CalciteLogicalIndexScan(table=[[OpenSearch, opensearch-sql_test_index_bank]])
88
physical: |
9-
CalciteEnumerableIndexScan(table=[[OpenSearch, opensearch-sql_test_index_bank]], PushDownContext=[[AGGREGATION->rel#:LogicalAggregate.NONE.[](input=RelSubset#,group={0},avg_age=AVG($1)), PROJECT->[avg_age, age_range], LIMIT->10000], OpenSearchRequestBuilder(sourceBuilder={"from":0,"size":0,"timeout":"1m","aggregations":{"composite_buckets":{"composite":{"size":1000,"sources":[{"age_range":{"terms":{"script":{"source":"{\"langType\":\"calcite\",\"script\":\"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\"}","lang":"opensearch_compounded_script","params":{"utcTimestamp": 0}},"missing_bucket":true,"missing_order":"first","order":"asc"}}}]},"aggregations":{"avg_age":{"avg":{"field":"age"}}}}}}, requestedTotalSize=2147483647, pageSize=null, startFrom=0)])
9+
CalciteEnumerableIndexScan(table=[[OpenSearch, opensearch-sql_test_index_bank]], PushDownContext=[[AGGREGATION->rel#:LogicalAggregate.NONE.[](input=RelSubset#,group={0},avg_age=AVG($1)), PROJECT->[avg_age, age_range], LIMIT->10000], OpenSearchRequestBuilder(sourceBuilder={"from":0,"size":0,"timeout":"1m","aggregations":{"composite_buckets":{"composite":{"size":1000,"sources":[{"age_range":{"terms":{"script":{"source":"{\"langType\":\"calcite\",\"script\":\"rO0ABXNyABFqYXZhLnV0aWwuQ29sbFNlcleOq7Y6G6gRAwABSQADdGFneHAAAAADdwQAAAAGdAAHcm93VHlwZXQHrXsKICAiZmllbGRzIjogWwogICAgewogICAgICAidHlwZSI6ICJCSUdJTlQiLAogICAgICAibnVsbGFibGUiOiB0cnVlLAogICAgICAibmFtZSI6ICJhY2NvdW50X251bWJlciIKICAgIH0sCiAgICB7CiAgICAgICJ0eXBlIjogIlZBUkNIQVIiLAogICAgICAibnVsbGFibGUiOiB0cnVlLAogICAgICAicHJlY2lzaW9uIjogLTEsCiAgICAgICJuYW1lIjogImZpcnN0bmFtZSIKICAgIH0sCiAgICB7CiAgICAgICJ0eXBlIjogIlZBUkNIQVIiLAogICAgICAibnVsbGFibGUiOiB0cnVlLAogICAgICAicHJlY2lzaW9uIjogLTEsCiAgICAgICJuYW1lIjogImFkZHJlc3MiCiAgICB9LAogICAgewogICAgICAidWR0IjogIkVYUFJfVElNRVNUQU1QIiwKICAgICAgInR5cGUiOiAiVkFSQ0hBUiIsCiAgICAgICJudWxsYWJsZSI6IHRydWUsCiAgICAgICJwcmVjaXNpb24iOiAtMSwKICAgICAgIm5hbWUiOiAiYmlydGhkYXRlIgogICAgfSwKICAgIHsKICAgICAgInR5cGUiOiAiVkFSQ0hBUiIsCiAgICAgICJudWxsYWJsZSI6IHRydWUsCiAgICAgICJwcmVjaXNpb24iOiAtMSwKICAgICAgIm5hbWUiOiAiZ2VuZGVyIgogICAgfSwKICAgIHsKICAgICAgInR5cGUiOiAiVkFSQ0hBUiIsCiAgICAgICJudWxsYWJsZSI6IHRydWUsCiAgICAgICJwcmVjaXNpb24iOiAtMSwKICAgICAgIm5hbWUiOiAiY2l0eSIKICAgIH0sCiAgICB7CiAgICAgICJ0eXBlIjogIlZBUkNIQVIiLAogICAgICAibnVsbGFibGUiOiB0cnVlLAogICAgICAicHJlY2lzaW9uIjogLTEsCiAgICAgICJuYW1lIjogImxhc3RuYW1lIgogICAgfSwKICAgIHsKICAgICAgInR5cGUiOiAiQklHSU5UIiwKICAgICAgIm51bGxhYmxlIjogdHJ1ZSwKICAgICAgIm5hbWUiOiAiYmFsYW5jZSIKICAgIH0sCiAgICB7CiAgICAgICJ0eXBlIjogIlZBUkNIQVIiLAogICAgICAibnVsbGFibGUiOiB0cnVlLAogICAgICAicHJlY2lzaW9uIjogLTEsCiAgICAgICJuYW1lIjogImVtcGxveWVyIgogICAgfSwKICAgIHsKICAgICAgInR5cGUiOiAiVkFSQ0hBUiIsCiAgICAgICJudWxsYWJsZSI6IHRydWUsCiAgICAgICJwcmVjaXNpb24iOiAtMSwKICAgICAgIm5hbWUiOiAic3RhdGUiCiAgICB9LAogICAgewogICAgICAidHlwZSI6ICJJTlRFR0VSIiwKICAgICAgIm51bGxhYmxlIjogdHJ1ZSwKICAgICAgIm5hbWUiOiAiYWdlIgogICAgfSwKICAgIHsKICAgICAgInR5cGUiOiAiVkFSQ0hBUiIsCiAgICAgICJudWxsYWJsZSI6IHRydWUsCiAgICAgICJwcmVjaXNpb24iOiAtMSwKICAgICAgIm5hbWUiOiAiZW1haWwiCiAgICB9LAogICAgewogICAgICAidHlwZSI6ICJCT09MRUFOIiwKICAgICAgIm51bGxhYmxlIjogdHJ1ZSwKICAgICAgIm5hbWUiOiAibWFsZSIKICAgIH0sCiAgICB7CiAgICAgICJ0eXBlIjogIlZBUkNIQVIiLAogICAgICAibnVsbGFibGUiOiB0cnVlLAogICAgICAicHJlY2lzaW9uIjogLTEsCiAgICAgICJuYW1lIjogIl9pZCIKICAgIH0sCiAgICB7CiAgICAgICJ0eXBlIjogIlZBUkNIQVIiLAogICAgICAibnVsbGFibGUiOiB0cnVlLAogICAgICAicHJlY2lzaW9uIjogLTEsCiAgICAgICJuYW1lIjogIl9pbmRleCIKICAgIH0sCiAgICB7CiAgICAgICJ0eXBlIjogIlJFQUwiLAogICAgICAibnVsbGFibGUiOiB0cnVlLAogICAgICAibmFtZSI6ICJfc2NvcmUiCiAgICB9LAogICAgewogICAgICAidHlwZSI6ICJSRUFMIiwKICAgICAgIm51bGxhYmxlIjogdHJ1ZSwKICAgICAgIm5hbWUiOiAiX21heHNjb3JlIgogICAgfSwKICAgIHsKICAgICAgInR5cGUiOiAiQklHSU5UIiwKICAgICAgIm51bGxhYmxlIjogdHJ1ZSwKICAgICAgIm5hbWUiOiAiX3NvcnQiCiAgICB9LAogICAgewogICAgICAidHlwZSI6ICJWQVJDSEFSIiwKICAgICAgIm51bGxhYmxlIjogdHJ1ZSwKICAgICAgInByZWNpc2lvbiI6IC0xLAogICAgICAibmFtZSI6ICJfcm91dGluZyIKICAgIH0KICBdLAogICJudWxsYWJsZSI6IHRydWUKfXQABGV4cHJ0BXp7CiAgIm9wIjogewogICAgIm5hbWUiOiAiQ0FTRSIsCiAgICAia2luZCI6ICJDQVNFIiwKICAgICJzeW50YXgiOiAiU1BFQ0lBTCIKICB9LAogICJvcGVyYW5kcyI6IFsKICAgIHsKICAgICAgIm9wIjogewogICAgICAgICJuYW1lIjogIjwiLAogICAgICAgICJraW5kIjogIkxFU1NfVEhBTiIsCiAgICAgICAgInN5bnRheCI6ICJCSU5BUlkiCiAgICAgIH0sCiAgICAgICJvcGVyYW5kcyI6IFsKICAgICAgICB7CiAgICAgICAgICAiaW5wdXQiOiAxMCwKICAgICAgICAgICJuYW1lIjogIiQxMCIKICAgICAgICB9LAogICAgICAgIHsKICAgICAgICAgICJsaXRlcmFsIjogMzAsCiAgICAgICAgICAidHlwZSI6IHsKICAgICAgICAgICAgInR5cGUiOiAiSU5URUdFUiIsCiAgICAgICAgICAgICJudWxsYWJsZSI6IGZhbHNlCiAgICAgICAgICB9CiAgICAgICAgfQogICAgICBdCiAgICB9LAogICAgewogICAgICAibGl0ZXJhbCI6ICJ1MzAiLAogICAgICAidHlwZSI6IHsKICAgICAgICAidHlwZSI6ICJWQVJDSEFSIiwKICAgICAgICAibnVsbGFibGUiOiBmYWxzZSwKICAgICAgICAicHJlY2lzaW9uIjogLTEKICAgICAgfQogICAgfSwKICAgIHsKICAgICAgIm9wIjogewogICAgICAgICJuYW1lIjogIlNFQVJDSCIsCiAgICAgICAgImtpbmQiOiAiU0VBUkNIIiwKICAgICAgICAic3ludGF4IjogIklOVEVSTkFMIgogICAgICB9LAogICAgICAib3BlcmFuZHMiOiBbCiAgICAgICAgewogICAgICAgICAgImlucHV0IjogMTAsCiAgICAgICAgICAibmFtZSI6ICIkMTAiCiAgICAgICAgfSwKICAgICAgICB7CiAgICAgICAgICAibGl0ZXJhbCI6IHsKICAgICAgICAgICAgInJhbmdlU2V0IjogWwogICAgICAgICAgICAgIFsKICAgICAgICAgICAgICAgICJjbG9zZWQiLAogICAgICAgICAgICAgICAgIjMwIiwKICAgICAgICAgICAgICAgICI0MCIKICAgICAgICAgICAgICBdCiAgICAgICAgICAgIF0sCiAgICAgICAgICAgICJudWxsQXMiOiAiVU5LTk9XTiIKICAgICAgICAgIH0sCiAgICAgICAgICAidHlwZSI6IHsKICAgICAgICAgICAgInR5cGUiOiAiSU5URUdFUiIsCiAgICAgICAgICAgICJudWxsYWJsZSI6IGZhbHNlCiAgICAgICAgICB9CiAgICAgICAgfQogICAgICBdCiAgICB9LAogICAgewogICAgICAibGl0ZXJhbCI6ICJ1NDAiLAogICAgICAidHlwZSI6IHsKICAgICAgICAidHlwZSI6ICJWQVJDSEFSIiwKICAgICAgICAibnVsbGFibGUiOiBmYWxzZSwKICAgICAgICAicHJlY2lzaW9uIjogLTEKICAgICAgfQogICAgfSwKICAgIHsKICAgICAgImxpdGVyYWwiOiAidTEwMCIsCiAgICAgICJ0eXBlIjogewogICAgICAgICJ0eXBlIjogIlZBUkNIQVIiLAogICAgICAgICJudWxsYWJsZSI6IGZhbHNlLAogICAgICAgICJwcmVjaXNpb24iOiAtMQogICAgICB9CiAgICB9CiAgXQp9dAAKZmllbGRUeXBlc3NyABFqYXZhLnV0aWwuSGFzaE1hcAUH2sHDFmDRAwACRgAKbG9hZEZhY3RvckkACXRocmVzaG9sZHhwP0AAAAAAABh3CAAAACAAAAATdAAIX3JvdXRpbmd+cgApb3JnLm9wZW5zZWFyY2guc3FsLmRhdGEudHlwZS5F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