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Add historic redlining tests (#1848)
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data/data-pipeline/data_pipeline/tests/sources/historic_redlining/data/HRS_2010.zip
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data/data-pipeline/data_pipeline/tests/sources/historic_redlining/data/output.csv
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GEOID10_TRACT,Tract-level redlining score | ||
06027000800,3.3000000000 | ||
06061021322,3.9900000000 | ||
06069000802,3.7800000000 | ||
15001021010,4.0000000000 | ||
15001021101,4.0000000000 | ||
15001021402,3.8600000000 | ||
15001021800,4.0000000000 | ||
15003010201,3.9600000000 | ||
15007040603,3.9700000000 | ||
15007040604,3.9400000000 | ||
15007040700,3.2000000000 | ||
15009030100,3.7700000000 | ||
15009030201,3.2300000000 | ||
15009030402,3.0000000000 | ||
15009030800,3.4000000000 |
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data/data-pipeline/data_pipeline/tests/sources/historic_redlining/data/transform.csv
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GEOID10,CBSA_NAME,CBSA_NUM,EQINTERVAL2010,Tract-level redlining score,GEOID10_TRACT,Tract-level redlining score meets or exceeds 3.25,Tract-level redlining score meets or exceeds 3.5,Tract-level redlining score meets or exceeds 3.75 | ||
6027000800,"Birmingham-Hoover, AL",13820,4,3.3000000000,06027000800,True,False,False | ||
6061021322,"Birmingham-Hoover, AL",13820,4,3.9900000000,06061021322,True,True,True | ||
6069000802,"Birmingham-Hoover, AL",13820,4,3.7800000000,06069000802,True,True,True | ||
15001021010,"Birmingham-Hoover, AL",13820,4,4.0000000000,15001021010,True,True,True | ||
15001021101,"Birmingham-Hoover, AL",13820,4,4.0000000000,15001021101,True,True,True | ||
15001021402,"Birmingham-Hoover, AL",13820,4,3.8600000000,15001021402,True,True,True | ||
15001021800,"Birmingham-Hoover, AL",13820,4,4.0000000000,15001021800,True,True,True | ||
15003010201,"Birmingham-Hoover, AL",13820,4,3.9600000000,15003010201,True,True,True | ||
15007040603,"Birmingham-Hoover, AL",13820,4,3.9700000000,15007040603,True,True,True | ||
15007040604,"Birmingham-Hoover, AL",13820,4,3.9400000000,15007040604,True,True,True | ||
15007040700,"Birmingham-Hoover, AL",13820,3,3.2000000000,15007040700,False,False,False | ||
15009030100,"Birmingham-Hoover, AL",13820,4,3.7700000000,15009030100,True,True,True | ||
15009030201,"Birmingham-Hoover, AL",13820,3,3.2300000000,15009030201,False,False,False | ||
15009030402,"Birmingham-Hoover, AL",13820,3,3.0000000000,15009030402,False,False,False | ||
15009030800,"Birmingham-Hoover, AL",13820,4,3.4000000000,15009030800,True,False,False |
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data/data-pipeline/data_pipeline/tests/sources/historic_redlining/test_etl.py
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import pathlib | ||
import pandas as pd | ||
from data_pipeline.tests.sources.example.test_etl import TestETL | ||
from data_pipeline.etl.sources.historic_redlining.etl import ( | ||
HistoricRedliningETL, | ||
) | ||
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class TestHistoricRedliningETL(TestETL): | ||
_ETL_CLASS = HistoricRedliningETL | ||
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_SAMPLE_DATA_PATH = pathlib.Path(__file__).parents[0] / "data" | ||
_SAMPLE_DATA_FILE_NAME = "HRS_2010.xlsx" | ||
_SAMPLE_DATA_ZIP_FILE_NAME = "HRS_2010.zip" | ||
_EXTRACT_TMP_FOLDER_NAME = "HistoricRedliningETL" | ||
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def setup_method(self, _method, filename=__file__): | ||
"""Invoke `setup_method` from Parent, but using the current file name. | ||
This code can be copied identically between all child classes. | ||
""" | ||
super().setup_method(_method=_method, filename=filename) | ||
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def test_extract_produces_valid_data(self, snapshot, mock_etl, mock_paths): | ||
etl = self._setup_etl_instance_and_run_extract( | ||
mock_etl=mock_etl, | ||
mock_paths=mock_paths, | ||
) | ||
tmp_df = pd.read_excel( | ||
etl.get_tmp_path() / self._SAMPLE_DATA_FILE_NAME, | ||
dtype={etl.GEOID_TRACT_FIELD_NAME: str}, | ||
) | ||
assert tmp_df.shape == (15, 5) |