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Original file line number Diff line number Diff line change
@@ -1,3 +1,5 @@
print("Hello from search_term_data_validation_v2/data_validation.py!")

from google.cloud import bigquery
from datetime import date, timedelta, datetime
from collections import namedtuple
Expand Down Expand Up @@ -197,27 +199,31 @@ def range_check(
if metric not in validation_data.columns.values:
raise Exception(f'dataframe does not include target metric "{metric}"')

print("Calculating dates for running range check...")
today = date.today()
latest_finished_at = max(validation_data["finished_at"])

test_earliest_date = today - timedelta(days=test_window)

comparison_earliest_date = test_earliest_date - timedelta(days=full_lookback_window)

print("Calculating comparison values...")
comparison_values = validation_data["finished_at"].apply(
lambda m: comparison_earliest_date < m.date() <= test_earliest_date
)
print("Calculating test values...")
test_values = validation_data["finished_at"].apply(
lambda m: test_earliest_date < m.date() <= today
)

print("Calculating comparison range and test range...")
comparison_range = validation_data.loc[comparison_values]
test_range = validation_data.loc[test_values]

print("Calculating upper and lower range limits...")
range_lower, range_upper = comparison_range[metric].quantile(
q=[range_lower_bound, range_upper_bound]
)

print("Recording whether the range check fails for the metric...")
should_trigger = len(test_range[metric]) != 0 and (
all(test_range[metric] > range_upper) or all(test_range[metric] < range_lower)
)
Expand Down
Original file line number Diff line number Diff line change
@@ -1,3 +1,4 @@
print("Hello from search_term_data_validation_v2/main.py!")
print("Look at me! I'm running a Python command! WOW!")

import argparse
Expand Down