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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,42 @@ | ||
| [ | ||
| { | ||
| "fields": [ | ||
| { | ||
| "fieldName": "col1", | ||
| "fieldPath": "col1", | ||
| "nativeType": "INT", | ||
| "nullable": true | ||
| }, | ||
| { | ||
| "fieldName": "col2", | ||
| "fieldPath": "col2", | ||
| "nativeType": "ARRAY<STRUCT>", | ||
| "nullable": false, | ||
| "subfields": [ | ||
| { | ||
| "fieldName": "col2_1", | ||
| "fieldPath": "col2.col2_1", | ||
| "nativeType": "ARRAY<TEXT>", | ||
| "nullable": false | ||
| }, | ||
| { | ||
| "fieldName": "col2_1", | ||
| "fieldPath": "col2.col2_1", | ||
| "nativeType": "BOOL", | ||
| "nullable": true | ||
| }, | ||
| { | ||
| "fieldName": "col2_3", | ||
| "fieldPath": "col2.col2_3", | ||
| "nativeType": "RECORD", | ||
| "nullable": true | ||
| } | ||
| ] | ||
| } | ||
| ], | ||
| "schemaType": "SQL", | ||
| "sqlSchema": { | ||
| "materialization": "EXTERNAL" | ||
| } | ||
| } | ||
| ] |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,43 @@ | ||
| [ | ||
| { | ||
| "fields": [ | ||
| { | ||
| "fieldName": "col1", | ||
| "fieldPath": "col1", | ||
| "nativeType": "INT", | ||
| "nullable": true | ||
| }, | ||
| { | ||
| "fieldName": "col2", | ||
| "fieldPath": "col2", | ||
| "nativeType": "ARRAY<STRUCT>", | ||
| "nullable": false, | ||
| "subfields": [ | ||
| { | ||
| "fieldName": "col2_1", | ||
| "fieldPath": "col2.col2_1", | ||
| "nativeType": "ARRAY<TEXT>", | ||
| "nullable": false | ||
| }, | ||
| { | ||
| "fieldName": "col2_1", | ||
| "fieldPath": "col2.col2_1", | ||
| "nativeType": "BOOL", | ||
| "nullable": true | ||
| }, | ||
| { | ||
| "fieldName": "col2_3", | ||
| "fieldPath": "col2.col2_3", | ||
| "nativeType": "RECORD", | ||
| "nullable": true | ||
| } | ||
| ] | ||
| } | ||
| ], | ||
| "schemaType": "SQL", | ||
| "sqlSchema": { | ||
| "materialization": "MATERIALIZED_VIEW", | ||
| "tableSchema": "CREATE VIEW AS SELECT * FROM my-project.dataset.upstream" | ||
| } | ||
| } | ||
| ] |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,43 @@ | ||
| [ | ||
| { | ||
| "fields": [ | ||
| { | ||
| "fieldName": "col1", | ||
| "fieldPath": "col1", | ||
| "nativeType": "INT", | ||
| "nullable": true | ||
| }, | ||
| { | ||
| "fieldName": "col2", | ||
| "fieldPath": "col2", | ||
| "nativeType": "ARRAY<STRUCT>", | ||
| "nullable": false, | ||
| "subfields": [ | ||
| { | ||
| "fieldName": "col2_1", | ||
| "fieldPath": "col2.col2_1", | ||
| "nativeType": "ARRAY<TEXT>", | ||
| "nullable": false | ||
| }, | ||
| { | ||
| "fieldName": "col2_1", | ||
| "fieldPath": "col2.col2_1", | ||
| "nativeType": "BOOL", | ||
| "nullable": true | ||
| }, | ||
| { | ||
| "fieldName": "col2_3", | ||
| "fieldPath": "col2.col2_3", | ||
| "nativeType": "RECORD", | ||
| "nullable": true | ||
| } | ||
| ] | ||
| } | ||
| ], | ||
| "schemaType": "SQL", | ||
| "sqlSchema": { | ||
| "materialization": "SNAPSHOT", | ||
| "snapshotTime": "2024-11-05T00:00:00+00:00" | ||
| } | ||
| } | ||
| ] |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,42 @@ | ||
| [ | ||
| { | ||
| "fields": [ | ||
| { | ||
| "fieldName": "col1", | ||
| "fieldPath": "col1", | ||
| "nativeType": "INT", | ||
| "nullable": true | ||
| }, | ||
| { | ||
| "fieldName": "col2", | ||
| "fieldPath": "col2", | ||
| "nativeType": "ARRAY<STRUCT>", | ||
| "nullable": false, | ||
| "subfields": [ | ||
| { | ||
| "fieldName": "col2_1", | ||
| "fieldPath": "col2.col2_1", | ||
| "nativeType": "ARRAY<TEXT>", | ||
| "nullable": false | ||
| }, | ||
| { | ||
| "fieldName": "col2_1", | ||
| "fieldPath": "col2.col2_1", | ||
| "nativeType": "BOOL", | ||
| "nullable": true | ||
| }, | ||
| { | ||
| "fieldName": "col2_3", | ||
| "fieldPath": "col2.col2_3", | ||
| "nativeType": "RECORD", | ||
| "nullable": true | ||
| } | ||
| ] | ||
| } | ||
| ], | ||
| "schemaType": "SQL", | ||
| "sqlSchema": { | ||
| "materialization": "TABLE" | ||
| } | ||
| } | ||
| ] |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,43 @@ | ||
| [ | ||
| { | ||
| "fields": [ | ||
| { | ||
| "fieldName": "col1", | ||
| "fieldPath": "col1", | ||
| "nativeType": "INT", | ||
| "nullable": true | ||
| }, | ||
| { | ||
| "fieldName": "col2", | ||
| "fieldPath": "col2", | ||
| "nativeType": "ARRAY<STRUCT>", | ||
| "nullable": false, | ||
| "subfields": [ | ||
| { | ||
| "fieldName": "col2_1", | ||
| "fieldPath": "col2.col2_1", | ||
| "nativeType": "ARRAY<TEXT>", | ||
| "nullable": false | ||
| }, | ||
| { | ||
| "fieldName": "col2_1", | ||
| "fieldPath": "col2.col2_1", | ||
| "nativeType": "BOOL", | ||
| "nullable": true | ||
| }, | ||
| { | ||
| "fieldName": "col2_3", | ||
| "fieldPath": "col2.col2_3", | ||
| "nativeType": "RECORD", | ||
| "nullable": true | ||
| } | ||
| ] | ||
| } | ||
| ], | ||
| "schemaType": "SQL", | ||
| "sqlSchema": { | ||
| "materialization": "VIEW", | ||
| "tableSchema": "CREATE VIEW AS SELECT * FROM my-project.dataset.upstream" | ||
| } | ||
| } | ||
| ] |
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,58 @@ | ||
| from pathlib import Path | ||
|
|
||
| import pytest | ||
| from google.cloud import bigquery | ||
|
|
||
| from metaphor.bigquery.table import TableExtractor | ||
| from tests.test_utils import load_json | ||
|
|
||
|
|
||
| @pytest.mark.parametrize( | ||
| "table_type", | ||
| [ | ||
| "TABLE", | ||
| "VIEW", | ||
| "MATERIALIZED_VIEW", | ||
| "EXTERNAL", | ||
| "SNAPSHOT", | ||
| ], | ||
| ) | ||
| def test_extract_table(test_root_dir: str, table_type: str): | ||
| table_ref = bigquery.TableReference( | ||
| dataset_ref=bigquery.DatasetReference( | ||
| project="project", | ||
| dataset_id="dataset1", | ||
| ), | ||
| table_id="table1", | ||
| ) | ||
| table = bigquery.Table( | ||
| table_ref=table_ref, | ||
| schema=[ | ||
| bigquery.SchemaField("col1", "INT"), | ||
| bigquery.SchemaField( | ||
| "col2", | ||
| "STRUCT", | ||
| mode="REPEATED", | ||
| fields=[ | ||
| bigquery.SchemaField("col2_1", "TEXT", mode="REPEATED"), | ||
| bigquery.SchemaField("col2_1", "BOOL", mode="NULLABLE"), | ||
| bigquery.SchemaField("col2_3", "RECORD", mode="NULLABLE"), | ||
| ], | ||
| ), | ||
| ], | ||
| ) | ||
| table._properties["type"] = table_type # type: ignore | ||
| table.mview_query = "CREATE VIEW AS SELECT * FROM my-project.dataset.upstream" | ||
| table.view_query = "CREATE VIEW AS SELECT * FROM my-project.dataset.upstream" | ||
| table._properties["snapshotDefinition"] = { | ||
| "snapshotTime": "2024-11-05T00:00:00.000Z" | ||
| } # :( | ||
| schema = TableExtractor.extract_schema(table).to_dict() | ||
| expected = ( | ||
| Path(test_root_dir) | ||
| / "bigquery" | ||
| / "data" | ||
| / "tables" | ||
| / f"{table_type.lower()}.json" | ||
| ) | ||
| assert [schema] == load_json(expected) |