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# README | ||
this iceberg table is generated by using DuckDB (v0.7.0) to generated TPC-H lineitem | ||
SF0.01 then storing that to a parquet file. | ||
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||
Then pyspark (3.3.1) was used with the iceberg extension from https://repo1.maven.org/maven2/org/apache/iceberg/iceberg-spark-runtime-3.3_2.12/1.0.0/iceberg-spark-runtime-3.3_2.12-1.0.0.jar | ||
to write the iceberg table. | ||
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finally, using pyspark, a delete query was performed on this iceberg table: | ||
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``` | ||
DELETE FROM iceberg_catalog.lineitem_iceberg where l_extendedprice < 10000 | ||
``` | ||
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The result for Q06 of TPC-H on this table according to pyspark is now: | ||
``` | ||
[Row(revenue=Decimal('1077536.9101'))] | ||
``` | ||
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||
Note: it appears that there are no deletes present in this iceberg table, the whole thing was rewritten. | ||
this is likely due to the fact that the table is so small? |
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data/iceberg/lineitem_iceberg_no_hint/metadata/v1.metadata.json
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{ | ||
"format-version" : 2, | ||
"table-uuid" : "a319422b-6f8c-44d0-90ba-96242d9a1d7b", | ||
"location" : "./lineitem_iceberg", | ||
"last-sequence-number" : 1, | ||
"last-updated-ms" : 1676473674504, | ||
"last-column-id" : 16, | ||
"current-schema-id" : 0, | ||
"schemas" : [ { | ||
"type" : "struct", | ||
"schema-id" : 0, | ||
"fields" : [ { | ||
"id" : 1, | ||
"name" : "l_orderkey", | ||
"required" : false, | ||
"type" : "int" | ||
}, { | ||
"id" : 2, | ||
"name" : "l_partkey", | ||
"required" : false, | ||
"type" : "int" | ||
}, { | ||
"id" : 3, | ||
"name" : "l_suppkey", | ||
"required" : false, | ||
"type" : "int" | ||
}, { | ||
"id" : 4, | ||
"name" : "l_linenumber", | ||
"required" : false, | ||
"type" : "int" | ||
}, { | ||
"id" : 5, | ||
"name" : "l_quantity", | ||
"required" : false, | ||
"type" : "int" | ||
}, { | ||
"id" : 6, | ||
"name" : "l_extendedprice", | ||
"required" : false, | ||
"type" : "decimal(15, 2)" | ||
}, { | ||
"id" : 7, | ||
"name" : "l_discount", | ||
"required" : false, | ||
"type" : "decimal(15, 2)" | ||
}, { | ||
"id" : 8, | ||
"name" : "l_tax", | ||
"required" : false, | ||
"type" : "decimal(15, 2)" | ||
}, { | ||
"id" : 9, | ||
"name" : "l_returnflag", | ||
"required" : false, | ||
"type" : "string" | ||
}, { | ||
"id" : 10, | ||
"name" : "l_linestatus", | ||
"required" : false, | ||
"type" : "string" | ||
}, { | ||
"id" : 11, | ||
"name" : "l_shipdate", | ||
"required" : false, | ||
"type" : "date" | ||
}, { | ||
"id" : 12, | ||
"name" : "l_commitdate", | ||
"required" : false, | ||
"type" : "date" | ||
}, { | ||
"id" : 13, | ||
"name" : "l_receiptdate", | ||
"required" : false, | ||
"type" : "date" | ||
}, { | ||
"id" : 14, | ||
"name" : "l_shipinstruct", | ||
"required" : false, | ||
"type" : "string" | ||
}, { | ||
"id" : 15, | ||
"name" : "l_shipmode", | ||
"required" : false, | ||
"type" : "string" | ||
}, { | ||
"id" : 16, | ||
"name" : "l_comment", | ||
"required" : false, | ||
"type" : "string" | ||
} ] | ||
} ], | ||
"default-spec-id" : 0, | ||
"partition-specs" : [ { | ||
"spec-id" : 0, | ||
"fields" : [ ] | ||
} ], | ||
"last-partition-id" : 999, | ||
"default-sort-order-id" : 0, | ||
"sort-orders" : [ { | ||
"order-id" : 0, | ||
"fields" : [ ] | ||
} ], | ||
"properties" : { | ||
"owner" : "root", | ||
"write.update.mode" : "merge-on-read" | ||
}, | ||
"current-snapshot-id" : 3776207205136740581, | ||
"refs" : { | ||
"main" : { | ||
"snapshot-id" : 3776207205136740581, | ||
"type" : "branch" | ||
} | ||
}, | ||
"snapshots" : [ { | ||
"sequence-number" : 1, | ||
"snapshot-id" : 3776207205136740581, | ||
"timestamp-ms" : 1676473674504, | ||
"summary" : { | ||
"operation" : "append", | ||
"spark.app.id" : "local-1676472783435", | ||
"added-data-files" : "1", | ||
"added-records" : "60175", | ||
"added-files-size" : "1390176", | ||
"changed-partition-count" : "1", | ||
"total-records" : "60175", | ||
"total-files-size" : "1390176", | ||
"total-data-files" : "1", | ||
"total-delete-files" : "0", | ||
"total-position-deletes" : "0", | ||
"total-equality-deletes" : "0" | ||
}, | ||
"manifest-list" : "lineitem_iceberg/metadata/snap-3776207205136740581-1-cf3d0be5-cf70-453d-ad8f-48fdc412e608.avro", | ||
"schema-id" : 0 | ||
} ], | ||
"snapshot-log" : [ { | ||
"timestamp-ms" : 1676473674504, | ||
"snapshot-id" : 3776207205136740581 | ||
} ], | ||
"metadata-log" : [ ] | ||
} |
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data/iceberg/lineitem_iceberg_no_hint/metadata/v2.metadata.json
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{ | ||
"format-version" : 2, | ||
"table-uuid" : "a319422b-6f8c-44d0-90ba-96242d9a1d7b", | ||
"location" : "./lineitem_iceberg", | ||
"last-sequence-number" : 2, | ||
"last-updated-ms" : 1676473694730, | ||
"last-column-id" : 16, | ||
"current-schema-id" : 0, | ||
"schemas" : [ { | ||
"type" : "struct", | ||
"schema-id" : 0, | ||
"fields" : [ { | ||
"id" : 1, | ||
"name" : "l_orderkey", | ||
"required" : false, | ||
"type" : "int" | ||
}, { | ||
"id" : 2, | ||
"name" : "l_partkey", | ||
"required" : false, | ||
"type" : "int" | ||
}, { | ||
"id" : 3, | ||
"name" : "l_suppkey", | ||
"required" : false, | ||
"type" : "int" | ||
}, { | ||
"id" : 4, | ||
"name" : "l_linenumber", | ||
"required" : false, | ||
"type" : "int" | ||
}, { | ||
"id" : 5, | ||
"name" : "l_quantity", | ||
"required" : false, | ||
"type" : "int" | ||
}, { | ||
"id" : 6, | ||
"name" : "l_extendedprice", | ||
"required" : false, | ||
"type" : "decimal(15, 2)" | ||
}, { | ||
"id" : 7, | ||
"name" : "l_discount", | ||
"required" : false, | ||
"type" : "decimal(15, 2)" | ||
}, { | ||
"id" : 8, | ||
"name" : "l_tax", | ||
"required" : false, | ||
"type" : "decimal(15, 2)" | ||
}, { | ||
"id" : 9, | ||
"name" : "l_returnflag", | ||
"required" : false, | ||
"type" : "string" | ||
}, { | ||
"id" : 10, | ||
"name" : "l_linestatus", | ||
"required" : false, | ||
"type" : "string" | ||
}, { | ||
"id" : 11, | ||
"name" : "l_shipdate", | ||
"required" : false, | ||
"type" : "date" | ||
}, { | ||
"id" : 12, | ||
"name" : "l_commitdate", | ||
"required" : false, | ||
"type" : "date" | ||
}, { | ||
"id" : 13, | ||
"name" : "l_receiptdate", | ||
"required" : false, | ||
"type" : "date" | ||
}, { | ||
"id" : 14, | ||
"name" : "l_shipinstruct", | ||
"required" : false, | ||
"type" : "string" | ||
}, { | ||
"id" : 15, | ||
"name" : "l_shipmode", | ||
"required" : false, | ||
"type" : "string" | ||
}, { | ||
"id" : 16, | ||
"name" : "l_comment", | ||
"required" : false, | ||
"type" : "string" | ||
} ] | ||
} ], | ||
"default-spec-id" : 0, | ||
"partition-specs" : [ { | ||
"spec-id" : 0, | ||
"fields" : [ ] | ||
} ], | ||
"last-partition-id" : 999, | ||
"default-sort-order-id" : 0, | ||
"sort-orders" : [ { | ||
"order-id" : 0, | ||
"fields" : [ ] | ||
} ], | ||
"properties" : { | ||
"owner" : "root", | ||
"write.update.mode" : "merge-on-read" | ||
}, | ||
"current-snapshot-id" : 7635660646343998149, | ||
"refs" : { | ||
"main" : { | ||
"snapshot-id" : 7635660646343998149, | ||
"type" : "branch" | ||
} | ||
}, | ||
"snapshots" : [ { | ||
"sequence-number" : 1, | ||
"snapshot-id" : 3776207205136740581, | ||
"timestamp-ms" : 1676473674504, | ||
"summary" : { | ||
"operation" : "append", | ||
"spark.app.id" : "local-1676472783435", | ||
"added-data-files" : "1", | ||
"added-records" : "60175", | ||
"added-files-size" : "1390176", | ||
"changed-partition-count" : "1", | ||
"total-records" : "60175", | ||
"total-files-size" : "1390176", | ||
"total-data-files" : "1", | ||
"total-delete-files" : "0", | ||
"total-position-deletes" : "0", | ||
"total-equality-deletes" : "0" | ||
}, | ||
"manifest-list" : "lineitem_iceberg/metadata/snap-3776207205136740581-1-cf3d0be5-cf70-453d-ad8f-48fdc412e608.avro", | ||
"schema-id" : 0 | ||
}, { | ||
"sequence-number" : 2, | ||
"snapshot-id" : 7635660646343998149, | ||
"parent-snapshot-id" : 3776207205136740581, | ||
"timestamp-ms" : 1676473694730, | ||
"summary" : { | ||
"operation" : "overwrite", | ||
"spark.app.id" : "local-1676472783435", | ||
"added-data-files" : "1", | ||
"deleted-data-files" : "1", | ||
"added-records" : "51793", | ||
"deleted-records" : "60175", | ||
"added-files-size" : "1208539", | ||
"removed-files-size" : "1390176", | ||
"changed-partition-count" : "1", | ||
"total-records" : "51793", | ||
"total-files-size" : "1208539", | ||
"total-data-files" : "1", | ||
"total-delete-files" : "0", | ||
"total-position-deletes" : "0", | ||
"total-equality-deletes" : "0" | ||
}, | ||
"manifest-list" : "lineitem_iceberg/metadata/snap-7635660646343998149-1-10eaca8a-1e1c-421e-ad6d-b232e5ee23d3.avro", | ||
"schema-id" : 0 | ||
} ], | ||
"snapshot-log" : [ { | ||
"timestamp-ms" : 1676473674504, | ||
"snapshot-id" : 3776207205136740581 | ||
}, { | ||
"timestamp-ms" : 1676473694730, | ||
"snapshot-id" : 7635660646343998149 | ||
} ], | ||
"metadata-log" : [ { | ||
"timestamp-ms" : 1676473674504, | ||
"metadata-file" : "lineitem_iceberg/metadata/v1.metadata.json" | ||
} ] | ||
} |
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