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tests/test_concatenation/test_concatenation.py

Lines changed: 11 additions & 11 deletions
Original file line numberDiff line numberDiff line change
@@ -1,14 +1,12 @@
11
import pytest
2-
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from polars import LazyFrame, Object, String
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from polars.testing import assert_frame_equal
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from rdw_ingestion_tools.api import concatenate_to_string_lazyframe, get_polars_schema
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def test_get_polars_schema_empty_data():
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"""Tests that schemas generated for empty responses are empty dictionaries.
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"""
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"""Tests that schemas generated for empty responses are empty dictionaries."""
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schema = get_polars_schema(object_columns=[], data=[])
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assert schema == {}
@@ -78,7 +76,7 @@ def test_get_polars_schema_json_types():
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assert schema == expected_schema
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@pytest.mark.parametrize("batch_size", [1,2])
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@pytest.mark.parametrize("batch_size", [1, 2])
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def test_concatenate_to_string_lazyframe(batch_size):
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"""Tests that response data is concatenated and normalised into LazyFrames
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with column type `String`.
@@ -88,7 +86,9 @@ def test_concatenate_to_string_lazyframe(batch_size):
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{"col1": 2, "col2": [1, 2, 3], "col3": {"key": "value2"}},
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]
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lf = concatenate_to_string_lazyframe(objs=data, object_columns=["col2"], batch_size=batch_size)
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lf = concatenate_to_string_lazyframe(
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objs=data, object_columns=["col2"], batch_size=batch_size
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)
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expected_lf = LazyFrame(
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{
@@ -101,7 +101,7 @@ def test_concatenate_to_string_lazyframe(batch_size):
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assert_frame_equal(lf, expected_lf)
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@pytest.mark.parametrize("batch_size", [1,2,3])
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@pytest.mark.parametrize("batch_size", [1, 2, 3])
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def test_concatenate_to_string_lazyframe_uses_all_rows(batch_size):
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"""Tests that the key names in every JSON column are used."""
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data = [
@@ -113,13 +113,13 @@ def test_concatenate_to_string_lazyframe_uses_all_rows(batch_size):
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expected_lf = LazyFrame(
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{
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"column1_key1": ["1", None, None],
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"column2_key1": [None, "1", "1"],
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"column2_key2": [None, None, "2"]
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"column2_key1": [None, "1", "1"],
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"column2_key2": [None, None, "2"],
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}
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)
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lf = concatenate_to_string_lazyframe(objs=data, object_columns=[], batch_size=batch_size)
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lf = concatenate_to_string_lazyframe(
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objs=data, object_columns=[], batch_size=batch_size
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)
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assert_frame_equal(lf, expected_lf)
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