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14 changes: 2 additions & 12 deletions python/tests/base.py
Original file line number Diff line number Diff line change
Expand Up @@ -5,7 +5,6 @@
from typing import Optional, Union

import jsonref
import pandas as pd
import pyspark.sql.functions as sfn
from chispa import assert_df_equality
from delta.pip_utils import configure_spark_with_delta_pip
Expand Down Expand Up @@ -59,20 +58,11 @@ def df_schema(self) -> str:
"""
return self.df["schema"]

def df_data(self) -> Union[list, pd.DataFrame]:
def df_data(self) -> list:
"""
:return: the data component of the test data
"""
data = self.df["data"]
# return data literals (list of rows)
if isinstance(data, list):
return data
# load data from a csv file
elif isinstance(data, str):
csv_path = SparkTest.getTestDataFilePath(data, extension='')
return pd.read_csv(csv_path)
else:
raise ValueError(f"Invalid data type {type(data)}")
return self.df["data"]

# TSDF metadata

Expand Down
105 changes: 103 additions & 2 deletions python/tests/unit_test_data/ml_tests.json
Original file line number Diff line number Diff line change
Expand Up @@ -5,7 +5,108 @@
"ts_convert": [
"event_ts"
],
"data": "trades.csv"
"data": [
["IBM", "2017-08-31 00:57:25", 347.9766055434685],
["IBM", "2017-08-31 05:02:55", 347.603478891568],
["IBM", "2017-08-31 05:26:44", 348.2851225377187],
["IBM", "2017-08-31 05:38:08", 347.8817054037267],
["IBM", "2017-08-31 05:53:32", 348.3718457507241],
["IBM", "2017-08-31 06:56:22", 349.40868952165323],
["IBM", "2017-08-31 08:11:03", 350.4640358206109],
["IBM", "2017-08-31 10:49:09", 347.716019602253],
["IBM", "2017-08-31 11:01:38", 347.2030920487126],
["IBM", "2017-08-31 11:11:25", 347.92907707949666],
["IBM", "2017-08-31 11:49:55", 346.1066922566784],
["IBM", "2017-08-31 12:10:41", 346.1236987198399],
["IBM", "2017-08-31 13:02:47", 349.20960037131124],
["IBM", "2017-08-31 13:07:58", 347.09158893690676],
["IBM", "2017-08-31 14:15:49", 347.45775383566854],
["IBM", "2017-08-31 15:50:02", 347.1668702661576],
["IBM", "2017-08-31 17:27:50", 348.56522298908044],
["IBM", "2017-08-31 18:07:56", 349.26325456538416],
["IBM", "2017-08-31 19:09:47", 349.34601689149946],
["IBM", "2017-08-31 19:55:55", 348.09936204319274],
["IBM", "2017-08-31 20:17:15", 347.1308847917395],
["IBM", "2017-08-31 20:51:37", 348.83766041227994],
["IBM", "2017-08-31 21:37:17", 348.4003780895007],
["K", "2017-08-31 00:06:27", 347.27138459233106],
["K", "2017-08-31 00:18:46", 347.9898553182071],
["K", "2017-08-31 00:31:12", 346.85852918073624],
["K", "2017-08-31 00:51:16", 346.91520445001134],
["K", "2017-08-31 01:08:30", 347.8078868655896],
["K", "2017-08-31 01:34:54", 347.2374835843108],
["K", "2017-08-31 02:47:49", 349.00659452619976],
["K", "2017-08-31 02:49:22", 347.4814105439092],
["K", "2017-08-31 02:56:43", 350.3539039043633],
["K", "2017-08-31 03:01:33", 349.5941805224711],
["K", "2017-08-31 03:50:20", 348.6119516556592],
["K", "2017-08-31 03:52:18", 348.18731148311406],
["K", "2017-08-31 04:36:19", 345.95795045531105],
["K", "2017-08-31 05:27:12", 346.6341114389929],
["K", "2017-08-31 06:29:58", 347.4121586706382],
["K", "2017-08-31 06:32:30", 346.7582132240916],
["K", "2017-08-31 06:37:31", 348.919146315238],
["K", "2017-08-31 06:56:24", 349.45235333868743],
["K", "2017-08-31 08:38:22", 347.6687817715506],
["K", "2017-08-31 08:52:59", 349.11648025163987],
["K", "2017-08-31 09:22:55", 347.16036576622395],
["K", "2017-08-31 10:00:54", 348.4869310969907],
["K", "2017-08-31 10:52:36", 348.44707325529976],
["K", "2017-08-31 12:47:15", 349.2617047407556],
["K", "2017-08-31 13:17:24", 349.16422862658777],
["K", "2017-08-31 13:17:36", 347.2034739832661],
["K", "2017-08-31 13:42:17", 350.3594725526159],
["K", "2017-08-31 14:53:24", 345.9384837375688],
["K", "2017-08-31 15:14:08", 346.3947630851533],
["K", "2017-08-31 16:41:45", 348.99202720361484],
["K", "2017-08-31 18:41:52", 348.7838699834772],
["K", "2017-08-31 19:05:41", 347.95173326760005],
["K", "2017-08-31 19:25:27", 348.16797905143034],
["K", "2017-08-31 19:33:37", 350.6567627351192],
["K", "2017-08-31 20:21:47", 347.9468144834939],
["K", "2017-08-31 21:20:48", 349.0419269428769],
["K", "2017-08-31 21:36:07", 347.38074751913484],
["K", "2017-08-31 21:46:14", 348.02539935462477],
["K", "2017-08-31 21:58:11", 346.98271245245644],
["K", "2017-08-31 23:16:57", 349.77827310811676],
["K", "2017-08-31 23:29:40", 348.9429200005411],
["KFS", "2017-08-31 01:57:44", 347.77347472191366],
["KFS", "2017-08-31 01:58:19", 347.3575869386784],
["KFS", "2017-08-31 03:42:15", 349.12235630639043],
["KFS", "2017-08-31 10:26:57", 347.9734526183446],
["KFS", "2017-08-31 11:12:29", 345.7111774398965],
["KFS", "2017-08-31 12:30:27", 347.9446791058658],
["KFS", "2017-08-31 12:56:56", 348.40914502757425],
["KFS", "2017-08-31 20:18:30", 348.5555420623246],
["KFS", "2017-08-31 21:34:01", 346.7731734554559],
["KFS", "2017-08-31 22:32:59", 348.6877379266723],
["KFS", "2017-08-31 23:09:35", 349.41137210604654],
["KFS", "2017-08-31 23:11:17", 349.0671659876273],
["KFS", "2017-08-31 23:31:03", 350.44123904624985],
["TBB", "2017-08-31 00:54:21", 347.0268200605267],
["TBB", "2017-08-31 01:27:59", 347.81625383701953],
["TBB", "2017-08-31 01:29:59", 346.7819013463641],
["TBB", "2017-08-31 01:42:25", 347.20721120029015],
["TBB", "2017-08-31 02:28:56", 347.4150394760788],
["TBB", "2017-08-31 03:16:10", 348.7008001367906],
["TBB", "2017-08-31 04:38:04", 348.0449984445236],
["TBB", "2017-08-31 05:48:03", 348.6731290332764],
["TBB", "2017-08-31 08:32:07", 350.7247367234809],
["TBB", "2017-08-31 08:42:47", 346.5096608964251],
["TBB", "2017-08-31 10:58:42", 348.4464129070117],
["TBB", "2017-08-31 11:37:39", 347.9739503215442],
["TBB", "2017-08-31 12:25:31", 349.7654451975011],
["TBB", "2017-08-31 13:00:17", 347.77438852748907],
["TBB", "2017-08-31 14:46:22", 348.6523007656035],
["TBB", "2017-08-31 16:11:57", 348.1998564265572],
["TBB", "2017-08-31 16:54:51", 347.86227977925466],
["TBB", "2017-08-31 17:44:52", 346.8702925232193],
["TBB", "2017-08-31 18:26:52", 347.85539454921854],
["TBB", "2017-08-31 18:50:39", 349.22132130112925],
["TBB", "2017-08-31 19:03:36", 346.8821233653525],
["TBB", "2017-08-31 20:34:19", 348.2391472198875],
["TBB", "2017-08-31 20:36:40", 347.0180283437618]
]
},
"tsdf": {
"ts_col": "event_ts",
Expand All @@ -21,4 +122,4 @@
}
}
}
}
}
101 changes: 0 additions & 101 deletions python/tests/unit_test_data/trades.csv

This file was deleted.