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Nested hints tests, handle table name overrides
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import dlt | ||
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@dlt.resource | ||
def nested_data(): | ||
yield [ | ||
{ | ||
"id": 1, | ||
"a": [ | ||
{ | ||
"a_id": "2", | ||
"b": [{"b_id": "3"}], | ||
} | ||
], | ||
"c": [ | ||
{ | ||
"c_id": "4", | ||
"d": [{"d_id": "5"}], | ||
} | ||
], | ||
} | ||
] | ||
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def test_apply_hints_nested_hints_column_types() -> None: | ||
nested_data_rs = nested_data() | ||
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nested_data_rs.apply_hints( | ||
path=["a", "b"], | ||
columns=[ | ||
{ | ||
"name": "b_id", | ||
"data_type": "bigint", | ||
}, | ||
], | ||
) | ||
nested_data_rs.apply_hints( | ||
path=["c"], | ||
columns=[ | ||
{ | ||
"name": "c_id", | ||
"data_type": "double", | ||
}, | ||
], | ||
) | ||
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pipeline = dlt.pipeline( | ||
pipeline_name="test_apply_hints_nested_hints", dev_mode=True, destination="duckdb" | ||
) | ||
pipeline.run(nested_data_rs) | ||
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schema_tables = pipeline.default_schema.tables | ||
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assert schema_tables["nested_data__a__b"]["columns"]["b_id"]["data_type"] == "bigint" | ||
assert schema_tables["nested_data__c"]["columns"]["c_id"]["data_type"] == "double" | ||
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assert schema_tables["nested_data__a__b"]["parent"] == "nested_data__a" | ||
assert schema_tables["nested_data__c"]["parent"] == "nested_data" | ||
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# Try changing the parent name | ||
nested_data_rs.apply_hints(table_name="override_parent") | ||
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pipeline = dlt.pipeline( | ||
pipeline_name="test_apply_hints_nested_hints_2", dev_mode=True, destination="duckdb" | ||
) | ||
pipeline.run(nested_data_rs) | ||
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schema_tables = pipeline.default_schema.tables | ||
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assert schema_tables["override_parent__a__b"]["parent"] == "override_parent__a" | ||
assert schema_tables["override_parent__c"]["parent"] == "override_parent" | ||
assert schema_tables["override_parent__a__b"]["name"] == "override_parent__a__b" | ||
assert schema_tables["override_parent__a__b"]["columns"]["b_id"]["data_type"] == "bigint" | ||
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for key in schema_tables.keys(): | ||
assert not key.startswith("nested_data") | ||
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def test_apply_hints_nested_hints_override_child_name(): | ||
nested_data_rs = nested_data() | ||
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# Override both levels of child tables | ||
nested_data_rs.apply_hints(path=["a"], table_name="override_child_a") | ||
nested_data_rs.apply_hints(path=["a", "b"], table_name="override_child_a_b") | ||
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pipeline = dlt.pipeline( | ||
pipeline_name="test_apply_hints_nested_hints_3", dev_mode=True, destination="duckdb" | ||
) | ||
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pipeline.run(nested_data_rs) | ||
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schema_tables = pipeline.default_schema.tables | ||
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assert schema_tables["override_child_a_b"]["name"] == "override_child_a_b" | ||
# Parent should match the overrid parent name | ||
assert schema_tables["override_child_a_b"]["parent"] == "override_child_a" | ||
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assert schema_tables["override_child_a"]["name"] == "override_child_a" |