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Initial publish of dbt_f2dq (f2dq) package v0.12.1.

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Clean package repo for Gitea installs via packages.yml git URL.

Co-authored-by: Cursor <cursoragent@cursor.com>
This commit is contained in:
M7XBeast
2026-10-11 17:37:40 +03:00
co-authored by Cursor
commit ff096b51b5
188 changed files with 5251 additions and 0 deletions
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integration_tests/seeds/monitoring/expected_anomalies.csv
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table_name,column_name,metric,anomaly_detector,interval_length_sec
BUY_EVENTS,VALUE2,min,"{""name"": ""z_score"", ""threshold"": 0.5}",86400
BUY_EVENTS,VALUE2,avg,"{""name"": ""z_score"", ""threshold"": 0.5}",86400
BUY_EVENTS,---,freshness,"{""name"": ""z_score"", ""threshold"": 0.5}",86400
BUY_EVENTS,VALUE1,min,"{""name"": ""z_score"", ""threshold"": 0.5}",86400
BUY_EVENTS,VALUE1,max,"{""name"": ""z_score"", ""threshold"": 0.5}",86400
BUY_EVENTS,VALUE1,avg,"{""name"": ""z_score"", ""threshold"": 0.5}",86400
BUY_EVENTS,VALUE2,max,"{""name"": ""z_score"", ""threshold"": 0.5}",86400
SAMPLE_TABLE,VALUE1,avg,"{""name"": ""modified_z_score"", ""threshold"": 0.6}",86400
SAMPLE_TABLE,EVENT_TYPE,unique_rows,"{""name"": ""modified_z_score"", ""threshold"": 0.6}",86400
SAMPLE_TABLE,EVENT_TYPE,duplicate_rows,"{""name"": ""modified_z_score"", ""threshold"": 0.6}",86400
SAMPLE_TABLE,VALUE1,max,"{""name"": ""modified_z_score"", ""threshold"": 0.6}",86400
SAMPLE_TABLE,EVENT_TYPE,match_regex_percent,"{""name"": ""modified_z_score"", ""threshold"": 0.6}",86400
SAMPLE_TABLE,VALUE1,diff,"{""name"": ""modified_z_score"", ""threshold"": 0.6}",86400
SAMPLE_TABLE,VALUE1,stddev,"{""name"": ""modified_z_score"", ""threshold"": 0.6}",86400
SAMPLE_TABLE,EVENT_TYPE,not_match_regex,"{""name"": ""modified_z_score"", ""threshold"": 0.6}",86400
SAMPLE_TABLE,EVENT_TYPE,avg_length,"{""name"": ""modified_z_score"", ""threshold"": 0.6}",86400
SAMPLE_TABLE,EVENT_TYPE,not_match_regex_percent,"{""name"": ""modified_z_score"", ""threshold"": 0.6}",86400
SAMPLE_TABLE,EVENT_TYPE,match_regex,"{""name"": ""modified_z_score"", ""threshold"": 0.6}",86400
SAMPLE_TABLE,VALUE1,variance,"{""name"": ""modified_z_score"", ""threshold"": 0.6}",86400
SAMPLE_TABLE,EVENT_TYPE,max_length,"{""name"": ""modified_z_score"", ""threshold"": 0.6}",86400
SAMPLE_TABLE,EVENT_TYPE,distinct_values,"{""name"": ""modified_z_score"", ""threshold"": 0.6}",86400
SAMPLE_WITH_ANOMALY,---,freshness,"{""name"": ""modified_z_score"", ""threshold"": 0.6}",86400
SAMPLE_WITH_ANOMALY,VALUE2,avg,"{""name"": ""modified_z_score"", ""threshold"": 0.6}",86400
SAMPLE_WITH_ANOMALY,VALUE1,max,"{""name"": ""modified_z_score"", ""threshold"": 0.6}",86400
SAMPLE_WITH_ANOMALY,VALUE2,min,"{""name"": ""modified_z_score"", ""threshold"": 0.6}",86400
SAMPLE_WITH_ANOMALY,VALUE1,avg,"{""name"": ""modified_z_score"", ""threshold"": 0.6}",86400
SAMPLE_WITH_ANOMALY,VALUE2,max,"{""name"": ""modified_z_score"", ""threshold"": 0.6}",86400
SAMPLE_WITH_ANOMALY,VALUE1,min,"{""name"": ""modified_z_score"", ""threshold"": 0.6}",86400
1 table_name column_name metric anomaly_detector interval_length_sec
2 BUY_EVENTS VALUE2 min {"name": "z_score", "threshold": 0.5} 86400
3 BUY_EVENTS VALUE2 avg {"name": "z_score", "threshold": 0.5} 86400
4 BUY_EVENTS --- freshness {"name": "z_score", "threshold": 0.5} 86400
5 BUY_EVENTS VALUE1 min {"name": "z_score", "threshold": 0.5} 86400
6 BUY_EVENTS VALUE1 max {"name": "z_score", "threshold": 0.5} 86400
7 BUY_EVENTS VALUE1 avg {"name": "z_score", "threshold": 0.5} 86400
8 BUY_EVENTS VALUE2 max {"name": "z_score", "threshold": 0.5} 86400
9 SAMPLE_TABLE VALUE1 avg {"name": "modified_z_score", "threshold": 0.6} 86400
10 SAMPLE_TABLE EVENT_TYPE unique_rows {"name": "modified_z_score", "threshold": 0.6} 86400
11 SAMPLE_TABLE EVENT_TYPE duplicate_rows {"name": "modified_z_score", "threshold": 0.6} 86400
12 SAMPLE_TABLE VALUE1 max {"name": "modified_z_score", "threshold": 0.6} 86400
13 SAMPLE_TABLE EVENT_TYPE match_regex_percent {"name": "modified_z_score", "threshold": 0.6} 86400
14 SAMPLE_TABLE VALUE1 diff {"name": "modified_z_score", "threshold": 0.6} 86400
15 SAMPLE_TABLE VALUE1 stddev {"name": "modified_z_score", "threshold": 0.6} 86400
16 SAMPLE_TABLE EVENT_TYPE not_match_regex {"name": "modified_z_score", "threshold": 0.6} 86400
17 SAMPLE_TABLE EVENT_TYPE avg_length {"name": "modified_z_score", "threshold": 0.6} 86400
18 SAMPLE_TABLE EVENT_TYPE not_match_regex_percent {"name": "modified_z_score", "threshold": 0.6} 86400
19 SAMPLE_TABLE EVENT_TYPE match_regex {"name": "modified_z_score", "threshold": 0.6} 86400
20 SAMPLE_TABLE VALUE1 variance {"name": "modified_z_score", "threshold": 0.6} 86400
21 SAMPLE_TABLE EVENT_TYPE max_length {"name": "modified_z_score", "threshold": 0.6} 86400
22 SAMPLE_TABLE EVENT_TYPE distinct_values {"name": "modified_z_score", "threshold": 0.6} 86400
23 SAMPLE_WITH_ANOMALY --- freshness {"name": "modified_z_score", "threshold": 0.6} 86400
24 SAMPLE_WITH_ANOMALY VALUE2 avg {"name": "modified_z_score", "threshold": 0.6} 86400
25 SAMPLE_WITH_ANOMALY VALUE1 max {"name": "modified_z_score", "threshold": 0.6} 86400
26 SAMPLE_WITH_ANOMALY VALUE2 min {"name": "modified_z_score", "threshold": 0.6} 86400
27 SAMPLE_WITH_ANOMALY VALUE1 avg {"name": "modified_z_score", "threshold": 0.6} 86400
28 SAMPLE_WITH_ANOMALY VALUE2 max {"name": "modified_z_score", "threshold": 0.6} 86400
29 SAMPLE_WITH_ANOMALY VALUE1 min {"name": "modified_z_score", "threshold": 0.6} 86400
integration_tests/seeds/monitoring/expected_metrics.csv
+281
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@@ -0,0 +1,281 @@
table_name,column_name,metric,time_window_start,time_window_end,value,interval_length_sec
SAMPLE_WITH_ANOMALY,VALUE1,min,2021-05-01 00:00:00,2021-05-02 00:00:00,107000,86400
SAMPLE_WITH_ANOMALY,VALUE1,max,2021-05-01 00:00:00,2021-05-02 00:00:00,107000,86400
SAMPLE_WITH_ANOMALY,VALUE1,avg,2021-05-01 00:00:00,2021-05-02 00:00:00,107000,86400
SAMPLE_WITH_ANOMALY,VALUE1,stddev,2021-05-01 00:00:00,2021-05-02 00:00:00,,86400
SAMPLE_WITH_ANOMALY,VALUE1,variance,2021-05-01 00:00:00,2021-05-02 00:00:00,,86400
SAMPLE_WITH_ANOMALY,VALUE1,nulls_count,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_WITH_ANOMALY,VALUE1,nulls_percent,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_WITH_ANOMALY,VALUE1,diff,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_WITH_ANOMALY,VALUE2,min,2021-05-01 00:00:00,2021-05-02 00:00:00,200000,86400
SAMPLE_WITH_ANOMALY,VALUE2,max,2021-05-01 00:00:00,2021-05-02 00:00:00,200000,86400
SAMPLE_WITH_ANOMALY,VALUE2,avg,2021-05-01 00:00:00,2021-05-02 00:00:00,200000,86400
SAMPLE_WITH_ANOMALY,VALUE2,stddev,2021-05-01 00:00:00,2021-05-02 00:00:00,,86400
SAMPLE_WITH_ANOMALY,VALUE2,variance,2021-05-01 00:00:00,2021-05-02 00:00:00,,86400
SAMPLE_WITH_ANOMALY,VALUE2,nulls_count,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_WITH_ANOMALY,VALUE2,nulls_percent,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_WITH_ANOMALY,VALUE2,diff,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_WITH_ANOMALY,EVENT_TYPE,min_length,2021-05-01 00:00:00,2021-05-02 00:00:00,3000,86400
SAMPLE_WITH_ANOMALY,EVENT_TYPE,max_length,2021-05-01 00:00:00,2021-05-02 00:00:00,3000,86400
SAMPLE_WITH_ANOMALY,EVENT_TYPE,avg_length,2021-05-01 00:00:00,2021-05-02 00:00:00,3000,86400
SAMPLE_WITH_ANOMALY,EVENT_TYPE,nulls_count,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_WITH_ANOMALY,EVENT_TYPE,nulls_percent,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_WITH_ANOMALY,EVENT_TYPE,missing_percent,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_WITH_ANOMALY,EVENT_TYPE,missing_count,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_WITH_ANOMALY,---,row_count,2021-05-01 00:00:00,2021-05-02 00:00:00,1000,86400
SAMPLE_WITH_ANOMALY,---,freshness,2021-05-01 00:00:00,2021-05-02 00:00:00,41308000,86400
SAMPLE_WITH_ANOMALY,---,my_distinct_table_rows,2021-05-01 00:00:00,2021-05-02 00:00:00,12000,86400
BUY_EVENTS,VALUE1,min,2021-05-01 00:00:00,2021-05-02 00:00:00,107000,86400
BUY_EVENTS,VALUE1,max,2021-05-01 00:00:00,2021-05-02 00:00:00,107000,86400
BUY_EVENTS,VALUE1,avg,2021-05-01 00:00:00,2021-05-02 00:00:00,107000,86400
BUY_EVENTS,VALUE1,stddev,2021-05-01 00:00:00,2021-05-02 00:00:00,,86400
BUY_EVENTS,VALUE1,variance,2021-05-01 00:00:00,2021-05-02 00:00:00,,86400
BUY_EVENTS,VALUE1,nulls_count,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
BUY_EVENTS,VALUE1,nulls_percent,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
BUY_EVENTS,VALUE1,diff,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
BUY_EVENTS,VALUE2,min,2021-05-01 00:00:00,2021-05-02 00:00:00,200000,86400
BUY_EVENTS,VALUE2,max,2021-05-01 00:00:00,2021-05-02 00:00:00,200000,86400
BUY_EVENTS,VALUE2,avg,2021-05-01 00:00:00,2021-05-02 00:00:00,200000,86400
BUY_EVENTS,VALUE2,stddev,2021-05-01 00:00:00,2021-05-02 00:00:00,,86400
BUY_EVENTS,VALUE2,variance,2021-05-01 00:00:00,2021-05-02 00:00:00,,86400
BUY_EVENTS,VALUE2,nulls_count,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
BUY_EVENTS,VALUE2,nulls_percent,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
BUY_EVENTS,VALUE2,diff,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
BUY_EVENTS,EVENT_TYPE,min_length,2021-05-01 00:00:00,2021-05-02 00:00:00,3000,86400
BUY_EVENTS,EVENT_TYPE,max_length,2021-05-01 00:00:00,2021-05-02 00:00:00,3000,86400
BUY_EVENTS,EVENT_TYPE,avg_length,2021-05-01 00:00:00,2021-05-02 00:00:00,3000,86400
BUY_EVENTS,EVENT_TYPE,nulls_count,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
BUY_EVENTS,EVENT_TYPE,nulls_percent,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
BUY_EVENTS,EVENT_TYPE,missing_percent,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
BUY_EVENTS,EVENT_TYPE,missing_count,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
BUY_EVENTS,---,row_count,2021-05-01 00:00:00,2021-05-02 00:00:00,1000,86400
BUY_EVENTS,---,freshness,2021-05-01 00:00:00,2021-05-02 00:00:00,41308000,86400
BUY_EVENTS,---,my_distinct_table_rows,2021-05-01 00:00:00,2021-05-02 00:00:00,10000,86400
SAMPLE_WITHOUT_TIME_FILTER,RENTAL_RATE,global__min,2021-05-01 00:00:00,2021-05-02 00:00:00,990,86400
SAMPLE_WITHOUT_TIME_FILTER,RENTAL_RATE,global__max,2021-05-01 00:00:00,2021-05-02 00:00:00,4990,86400
SAMPLE_WITHOUT_TIME_FILTER,RENTAL_RATE,global__avg,2021-05-01 00:00:00,2021-05-02 00:00:00,3306,86400
SAMPLE_WITHOUT_TIME_FILTER,RENTAL_RATE,global__stddev,2021-05-01 00:00:00,2021-05-02 00:00:00,1668,86400
SAMPLE_WITHOUT_TIME_FILTER,RENTAL_RATE,global__variance,2021-05-01 00:00:00,2021-05-02 00:00:00,2784,86400
SAMPLE_WITHOUT_TIME_FILTER,RENTAL_RATE,global__nulls_count,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_WITHOUT_TIME_FILTER,RENTAL_RATE,global__nulls_percent,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_WITHOUT_TIME_FILTER,RENTAL_RATE,global__diff,2021-05-01 00:00:00,2021-05-02 00:00:00,4000,86400
SAMPLE_WITHOUT_TIME_FILTER,TITLE,global__min_length,2021-05-01 00:00:00,2021-05-02 00:00:00,10000,86400
SAMPLE_WITHOUT_TIME_FILTER,TITLE,global__max_length,2021-05-01 00:00:00,2021-05-02 00:00:00,17000,86400
SAMPLE_WITHOUT_TIME_FILTER,TITLE,global__avg_length,2021-05-01 00:00:00,2021-05-02 00:00:00,14105,86400
SAMPLE_WITHOUT_TIME_FILTER,TITLE,global__nulls_count,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_WITHOUT_TIME_FILTER,TITLE,global__nulls_percent,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_WITHOUT_TIME_FILTER,TITLE,global__missing_percent,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_WITHOUT_TIME_FILTER,TITLE,global__missing_count,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_WITHOUT_TIME_FILTER,RATING,global__min_length,2021-05-01 00:00:00,2021-05-02 00:00:00,1000,86400
SAMPLE_WITHOUT_TIME_FILTER,RATING,global__max_length,2021-05-01 00:00:00,2021-05-02 00:00:00,5000,86400
SAMPLE_WITHOUT_TIME_FILTER,RATING,global__avg_length,2021-05-01 00:00:00,2021-05-02 00:00:00,3053,86400
SAMPLE_WITHOUT_TIME_FILTER,RATING,global__nulls_count,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_WITHOUT_TIME_FILTER,RATING,global__nulls_percent,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_WITHOUT_TIME_FILTER,RATING,global__missing_percent,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_WITHOUT_TIME_FILTER,RATING,global__missing_count,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_WITHOUT_TIME_FILTER,---,global__row_count,2021-05-01 00:00:00,2021-05-02 00:00:00,19000,86400
SAMPLE_WITHOUT_TIME_FILTER,---,global__freshness,2021-05-01 00:00:00,2021-05-02 00:00:00,,86400
SAMPLE_WITHOUT_TIME_FILTER,---,global__my_distinct_table_rows,2021-05-01 00:00:00,2021-05-02 00:00:00,19000,86400
F2DQ_SOURCE_TEST_TABLE,NUMBER,global__min,2021-05-01 00:00:00,2021-05-02 00:00:00,1000,86400
F2DQ_SOURCE_TEST_TABLE,NUMBER,global__max,2021-05-01 00:00:00,2021-05-02 00:00:00,10000,86400
F2DQ_SOURCE_TEST_TABLE,NUMBER,global__avg,2021-05-01 00:00:00,2021-05-02 00:00:00,5500,86400
F2DQ_SOURCE_TEST_TABLE,NUMBER,global__stddev,2021-05-01 00:00:00,2021-05-02 00:00:00,3028,86400
F2DQ_SOURCE_TEST_TABLE,NUMBER,global__variance,2021-05-01 00:00:00,2021-05-02 00:00:00,9167,86400
F2DQ_SOURCE_TEST_TABLE,NUMBER,global__nulls_count,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
F2DQ_SOURCE_TEST_TABLE,NUMBER,global__nulls_percent,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
F2DQ_SOURCE_TEST_TABLE,NUMBER,global__diff,2021-05-01 00:00:00,2021-05-02 00:00:00,9000,86400
F2DQ_SOURCE_TEST_TABLE,DESCRIPTION,global__min_length,2021-05-01 00:00:00,2021-05-02 00:00:00,3000,86400
F2DQ_SOURCE_TEST_TABLE,DESCRIPTION,global__max_length,2021-05-01 00:00:00,2021-05-02 00:00:00,5000,86400
F2DQ_SOURCE_TEST_TABLE,DESCRIPTION,global__avg_length,2021-05-01 00:00:00,2021-05-02 00:00:00,3900,86400
F2DQ_SOURCE_TEST_TABLE,DESCRIPTION,global__nulls_count,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
F2DQ_SOURCE_TEST_TABLE,DESCRIPTION,global__nulls_percent,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
F2DQ_SOURCE_TEST_TABLE,DESCRIPTION,global__missing_percent,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
F2DQ_SOURCE_TEST_TABLE,DESCRIPTION,global__missing_count,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
F2DQ_SOURCE_TEST_TABLE,---,global__row_count,2021-05-01 00:00:00,2021-05-02 00:00:00,10000,86400
F2DQ_SOURCE_TEST_TABLE,---,global__freshness,2021-05-01 00:00:00,2021-05-02 00:00:00,,86400
F2DQ_SOURCE_TEST_TABLE,---,global__my_distinct_table_rows,2021-05-01 00:00:00,2021-05-02 00:00:00,10000,86400
SAMPLE_TABLE,VALUE1,min,2021-05-01 00:00:00,2021-05-02 00:00:00,100000,86400
SAMPLE_TABLE,VALUE1,max,2021-05-01 00:00:00,2021-05-02 00:00:00,200000,86400
SAMPLE_TABLE,VALUE1,avg,2021-05-01 00:00:00,2021-05-02 00:00:00,127500,86400
SAMPLE_TABLE,VALUE1,stddev,2021-05-01 00:00:00,2021-05-02 00:00:00,48563,86400
SAMPLE_TABLE,VALUE1,variance,2021-05-01 00:00:00,2021-05-02 00:00:00,2358333,86400
SAMPLE_TABLE,VALUE1,nulls_count,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_TABLE,VALUE1,nulls_percent,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_TABLE,VALUE1,diff,2021-05-01 00:00:00,2021-05-02 00:00:00,100000,86400
SAMPLE_TABLE,VALUE2,min,2021-05-01 00:00:00,2021-05-02 00:00:00,109000,86400
SAMPLE_TABLE,VALUE2,max,2021-05-01 00:00:00,2021-05-02 00:00:00,209000,86400
SAMPLE_TABLE,VALUE2,avg,2021-05-01 00:00:00,2021-05-02 00:00:00,180750,86400
SAMPLE_TABLE,VALUE2,stddev,2021-05-01 00:00:00,2021-05-02 00:00:00,47975,86400
SAMPLE_TABLE,VALUE2,variance,2021-05-01 00:00:00,2021-05-02 00:00:00,2301583,86400
SAMPLE_TABLE,VALUE2,nulls_count,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_TABLE,VALUE2,nulls_percent,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_TABLE,VALUE2,diff,2021-05-01 00:00:00,2021-05-02 00:00:00,100000,86400
SAMPLE_TABLE,NULL_VALUE,min,2021-05-01 00:00:00,2021-05-02 00:00:00,,86400
SAMPLE_TABLE,NULL_VALUE,max,2021-05-01 00:00:00,2021-05-02 00:00:00,,86400
SAMPLE_TABLE,NULL_VALUE,avg,2021-05-01 00:00:00,2021-05-02 00:00:00,,86400
SAMPLE_TABLE,NULL_VALUE,stddev,2021-05-01 00:00:00,2021-05-02 00:00:00,,86400
SAMPLE_TABLE,NULL_VALUE,variance,2021-05-01 00:00:00,2021-05-02 00:00:00,,86400
SAMPLE_TABLE,NULL_VALUE,nulls_count,2021-05-01 00:00:00,2021-05-02 00:00:00,4000,86400
SAMPLE_TABLE,NULL_VALUE,nulls_percent,2021-05-01 00:00:00,2021-05-02 00:00:00,100000,86400
SAMPLE_TABLE,NULL_VALUE,diff,2021-05-01 00:00:00,2021-05-02 00:00:00,,86400
SAMPLE_TABLE,EVENT_TYPE,min_length,2021-05-01 00:00:00,2021-05-02 00:00:00,3000,86400
SAMPLE_TABLE,EVENT_TYPE,max_length,2021-05-01 00:00:00,2021-05-02 00:00:00,4000,86400
SAMPLE_TABLE,EVENT_TYPE,avg_length,2021-05-01 00:00:00,2021-05-02 00:00:00,3250,86400
SAMPLE_TABLE,EVENT_TYPE,nulls_count,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_TABLE,EVENT_TYPE,nulls_percent,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_TABLE,EVENT_TYPE,missing_percent,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_TABLE,EVENT_TYPE,missing_count,2021-05-01 00:00:00,2021-05-02 00:00:00,0,86400
SAMPLE_TABLE,EVENT_TYPE,regex_test,2021-05-01 00:00:00,2021-05-02 00:00:00,4000,86400
SAMPLE_TABLE,EVENT_TYPE,match_regex,2021-05-01 00:00:00,2021-05-02 00:00:00,1000,86400
SAMPLE_TABLE,EVENT_TYPE,match_regex_percent,2021-05-01 00:00:00,2021-05-02 00:00:00,25000,86400
SAMPLE_TABLE,EVENT_TYPE,not_match_regex,2021-05-01 00:00:00,2021-05-02 00:00:00,1000,86400
SAMPLE_TABLE,EVENT_TYPE,not_match_regex_percent,2021-05-01 00:00:00,2021-05-02 00:00:00,25000,86400
SAMPLE_TABLE,EVENT_TYPE,distinct_values,2021-05-01 00:00:00,2021-05-02 00:00:00,2000,86400
SAMPLE_TABLE,EVENT_TYPE,duplicate_values,2021-05-01 00:00:00,2021-05-02 00:00:00,1000,86400
SAMPLE_TABLE,EVENT_TYPE,duplicate_rows,2021-05-01 00:00:00,2021-05-02 00:00:00,3000,86400
SAMPLE_TABLE,EVENT_TYPE,unique_rows,2021-05-01 00:00:00,2021-05-02 00:00:00,1000,86400
SAMPLE_TABLE,---,row_count,2021-05-01 00:00:00,2021-05-02 00:00:00,4000,86400
SAMPLE_TABLE,---,freshness,2021-05-01 00:00:00,2021-05-02 00:00:00,40765000,86400
SAMPLE_TABLE,---,my_distinct_table_rows,2021-05-01 00:00:00,2021-05-02 00:00:00,9000,86400
SAMPLE_TABLE,---,my_custom_table_metric,2021-05-01 00:00:00,2021-05-02 00:00:00,1000000,86400
SAMPLE_TABLE,---,distinct_table_rows,2021-05-01 00:00:00,2021-05-02 00:00:00,4000,86400
SAMPLE_WITH_ANOMALY,VALUE1,min,2021-05-02 00:00:00,2021-05-03 00:00:00,98000,86400
SAMPLE_WITH_ANOMALY,VALUE1,max,2021-05-02 00:00:00,2021-05-03 00:00:00,98000,86400
SAMPLE_WITH_ANOMALY,VALUE1,avg,2021-05-02 00:00:00,2021-05-03 00:00:00,98000,86400
SAMPLE_WITH_ANOMALY,VALUE1,stddev,2021-05-02 00:00:00,2021-05-03 00:00:00,,86400
SAMPLE_WITH_ANOMALY,VALUE1,variance,2021-05-02 00:00:00,2021-05-03 00:00:00,,86400
SAMPLE_WITH_ANOMALY,VALUE1,nulls_count,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_WITH_ANOMALY,VALUE1,nulls_percent,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_WITH_ANOMALY,VALUE1,diff,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_WITH_ANOMALY,VALUE2,min,2021-05-02 00:00:00,2021-05-03 00:00:00,205000,86400
SAMPLE_WITH_ANOMALY,VALUE2,max,2021-05-02 00:00:00,2021-05-03 00:00:00,205000,86400
SAMPLE_WITH_ANOMALY,VALUE2,avg,2021-05-02 00:00:00,2021-05-03 00:00:00,205000,86400
SAMPLE_WITH_ANOMALY,VALUE2,stddev,2021-05-02 00:00:00,2021-05-03 00:00:00,,86400
SAMPLE_WITH_ANOMALY,VALUE2,variance,2021-05-02 00:00:00,2021-05-03 00:00:00,,86400
SAMPLE_WITH_ANOMALY,VALUE2,nulls_count,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_WITH_ANOMALY,VALUE2,nulls_percent,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_WITH_ANOMALY,VALUE2,diff,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_WITH_ANOMALY,EVENT_TYPE,min_length,2021-05-02 00:00:00,2021-05-03 00:00:00,3000,86400
SAMPLE_WITH_ANOMALY,EVENT_TYPE,max_length,2021-05-02 00:00:00,2021-05-03 00:00:00,3000,86400
SAMPLE_WITH_ANOMALY,EVENT_TYPE,avg_length,2021-05-02 00:00:00,2021-05-03 00:00:00,3000,86400
SAMPLE_WITH_ANOMALY,EVENT_TYPE,nulls_count,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_WITH_ANOMALY,EVENT_TYPE,nulls_percent,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_WITH_ANOMALY,EVENT_TYPE,missing_percent,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_WITH_ANOMALY,EVENT_TYPE,missing_count,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_WITH_ANOMALY,---,row_count,2021-05-02 00:00:00,2021-05-03 00:00:00,1000,86400
SAMPLE_WITH_ANOMALY,---,freshness,2021-05-02 00:00:00,2021-05-03 00:00:00,41065000,86400
SAMPLE_WITH_ANOMALY,---,my_distinct_table_rows,2021-05-02 00:00:00,2021-05-03 00:00:00,12000,86400
BUY_EVENTS,VALUE1,min,2021-05-02 00:00:00,2021-05-03 00:00:00,98000,86400
BUY_EVENTS,VALUE1,max,2021-05-02 00:00:00,2021-05-03 00:00:00,98000,86400
BUY_EVENTS,VALUE1,avg,2021-05-02 00:00:00,2021-05-03 00:00:00,98000,86400
BUY_EVENTS,VALUE1,stddev,2021-05-02 00:00:00,2021-05-03 00:00:00,,86400
BUY_EVENTS,VALUE1,variance,2021-05-02 00:00:00,2021-05-03 00:00:00,,86400
BUY_EVENTS,VALUE1,nulls_count,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
BUY_EVENTS,VALUE1,nulls_percent,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
BUY_EVENTS,VALUE1,diff,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
BUY_EVENTS,VALUE2,min,2021-05-02 00:00:00,2021-05-03 00:00:00,205000,86400
BUY_EVENTS,VALUE2,max,2021-05-02 00:00:00,2021-05-03 00:00:00,205000,86400
BUY_EVENTS,VALUE2,avg,2021-05-02 00:00:00,2021-05-03 00:00:00,205000,86400
BUY_EVENTS,VALUE2,stddev,2021-05-02 00:00:00,2021-05-03 00:00:00,,86400
BUY_EVENTS,VALUE2,variance,2021-05-02 00:00:00,2021-05-03 00:00:00,,86400
BUY_EVENTS,VALUE2,nulls_count,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
BUY_EVENTS,VALUE2,nulls_percent,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
BUY_EVENTS,VALUE2,diff,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
BUY_EVENTS,EVENT_TYPE,min_length,2021-05-02 00:00:00,2021-05-03 00:00:00,3000,86400
BUY_EVENTS,EVENT_TYPE,max_length,2021-05-02 00:00:00,2021-05-03 00:00:00,3000,86400
BUY_EVENTS,EVENT_TYPE,avg_length,2021-05-02 00:00:00,2021-05-03 00:00:00,3000,86400
BUY_EVENTS,EVENT_TYPE,nulls_count,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
BUY_EVENTS,EVENT_TYPE,nulls_percent,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
BUY_EVENTS,EVENT_TYPE,missing_percent,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
BUY_EVENTS,EVENT_TYPE,missing_count,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
BUY_EVENTS,---,row_count,2021-05-02 00:00:00,2021-05-03 00:00:00,1000,86400
BUY_EVENTS,---,freshness,2021-05-02 00:00:00,2021-05-03 00:00:00,41065000,86400
BUY_EVENTS,---,my_distinct_table_rows,2021-05-02 00:00:00,2021-05-03 00:00:00,10000,86400
SAMPLE_WITHOUT_TIME_FILTER,RENTAL_RATE,global__min,2021-05-02 00:00:00,2021-05-03 00:00:00,990,86400
SAMPLE_WITHOUT_TIME_FILTER,RENTAL_RATE,global__max,2021-05-02 00:00:00,2021-05-03 00:00:00,4990,86400
SAMPLE_WITHOUT_TIME_FILTER,RENTAL_RATE,global__avg,2021-05-02 00:00:00,2021-05-03 00:00:00,3306,86400
SAMPLE_WITHOUT_TIME_FILTER,RENTAL_RATE,global__stddev,2021-05-02 00:00:00,2021-05-03 00:00:00,1668,86400
SAMPLE_WITHOUT_TIME_FILTER,RENTAL_RATE,global__variance,2021-05-02 00:00:00,2021-05-03 00:00:00,2784,86400
SAMPLE_WITHOUT_TIME_FILTER,RENTAL_RATE,global__nulls_count,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_WITHOUT_TIME_FILTER,RENTAL_RATE,global__nulls_percent,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_WITHOUT_TIME_FILTER,RENTAL_RATE,global__diff,2021-05-02 00:00:00,2021-05-03 00:00:00,4000,86400
SAMPLE_WITHOUT_TIME_FILTER,TITLE,global__min_length,2021-05-02 00:00:00,2021-05-03 00:00:00,10000,86400
SAMPLE_WITHOUT_TIME_FILTER,TITLE,global__max_length,2021-05-02 00:00:00,2021-05-03 00:00:00,17000,86400
SAMPLE_WITHOUT_TIME_FILTER,TITLE,global__avg_length,2021-05-02 00:00:00,2021-05-03 00:00:00,14105,86400
SAMPLE_WITHOUT_TIME_FILTER,TITLE,global__nulls_count,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_WITHOUT_TIME_FILTER,TITLE,global__nulls_percent,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_WITHOUT_TIME_FILTER,TITLE,global__missing_percent,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_WITHOUT_TIME_FILTER,TITLE,global__missing_count,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_WITHOUT_TIME_FILTER,RATING,global__min_length,2021-05-02 00:00:00,2021-05-03 00:00:00,1000,86400
SAMPLE_WITHOUT_TIME_FILTER,RATING,global__max_length,2021-05-02 00:00:00,2021-05-03 00:00:00,5000,86400
SAMPLE_WITHOUT_TIME_FILTER,RATING,global__avg_length,2021-05-02 00:00:00,2021-05-03 00:00:00,3053,86400
SAMPLE_WITHOUT_TIME_FILTER,RATING,global__nulls_count,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_WITHOUT_TIME_FILTER,RATING,global__nulls_percent,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_WITHOUT_TIME_FILTER,RATING,global__missing_percent,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_WITHOUT_TIME_FILTER,RATING,global__missing_count,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_WITHOUT_TIME_FILTER,---,global__row_count,2021-05-02 00:00:00,2021-05-03 00:00:00,19000,86400
SAMPLE_WITHOUT_TIME_FILTER,---,global__freshness,2021-05-02 00:00:00,2021-05-03 00:00:00,,86400
SAMPLE_WITHOUT_TIME_FILTER,---,global__my_distinct_table_rows,2021-05-02 00:00:00,2021-05-03 00:00:00,19000,86400
F2DQ_SOURCE_TEST_TABLE,NUMBER,global__min,2021-05-02 00:00:00,2021-05-03 00:00:00,1000,86400
F2DQ_SOURCE_TEST_TABLE,NUMBER,global__max,2021-05-02 00:00:00,2021-05-03 00:00:00,10000,86400
F2DQ_SOURCE_TEST_TABLE,NUMBER,global__avg,2021-05-02 00:00:00,2021-05-03 00:00:00,5500,86400
F2DQ_SOURCE_TEST_TABLE,NUMBER,global__stddev,2021-05-02 00:00:00,2021-05-03 00:00:00,3028,86400
F2DQ_SOURCE_TEST_TABLE,NUMBER,global__variance,2021-05-02 00:00:00,2021-05-03 00:00:00,9167,86400
F2DQ_SOURCE_TEST_TABLE,NUMBER,global__nulls_count,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
F2DQ_SOURCE_TEST_TABLE,NUMBER,global__nulls_percent,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
F2DQ_SOURCE_TEST_TABLE,NUMBER,global__diff,2021-05-02 00:00:00,2021-05-03 00:00:00,9000,86400
F2DQ_SOURCE_TEST_TABLE,DESCRIPTION,global__min_length,2021-05-02 00:00:00,2021-05-03 00:00:00,3000,86400
F2DQ_SOURCE_TEST_TABLE,DESCRIPTION,global__max_length,2021-05-02 00:00:00,2021-05-03 00:00:00,5000,86400
F2DQ_SOURCE_TEST_TABLE,DESCRIPTION,global__avg_length,2021-05-02 00:00:00,2021-05-03 00:00:00,3900,86400
F2DQ_SOURCE_TEST_TABLE,DESCRIPTION,global__nulls_count,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
F2DQ_SOURCE_TEST_TABLE,DESCRIPTION,global__nulls_percent,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
F2DQ_SOURCE_TEST_TABLE,DESCRIPTION,global__missing_percent,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
F2DQ_SOURCE_TEST_TABLE,DESCRIPTION,global__missing_count,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
F2DQ_SOURCE_TEST_TABLE,---,global__row_count,2021-05-02 00:00:00,2021-05-03 00:00:00,10000,86400
F2DQ_SOURCE_TEST_TABLE,---,global__freshness,2021-05-02 00:00:00,2021-05-03 00:00:00,,86400
F2DQ_SOURCE_TEST_TABLE,---,global__my_distinct_table_rows,2021-05-02 00:00:00,2021-05-03 00:00:00,10000,86400
SAMPLE_TABLE,VALUE1,min,2021-05-02 00:00:00,2021-05-03 00:00:00,100000,86400
SAMPLE_TABLE,VALUE1,max,2021-05-02 00:00:00,2021-05-03 00:00:00,210000,86400
SAMPLE_TABLE,VALUE1,avg,2021-05-02 00:00:00,2021-05-03 00:00:00,142500,86400
SAMPLE_TABLE,VALUE1,stddev,2021-05-02 00:00:00,2021-05-03 00:00:00,49917,86400
SAMPLE_TABLE,VALUE1,variance,2021-05-02 00:00:00,2021-05-03 00:00:00,2491667,86400
SAMPLE_TABLE,VALUE1,nulls_count,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_TABLE,VALUE1,nulls_percent,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_TABLE,VALUE1,diff,2021-05-02 00:00:00,2021-05-03 00:00:00,110000,86400
SAMPLE_TABLE,VALUE2,min,2021-05-02 00:00:00,2021-05-03 00:00:00,109000,86400
SAMPLE_TABLE,VALUE2,max,2021-05-02 00:00:00,2021-05-03 00:00:00,209000,86400
SAMPLE_TABLE,VALUE2,avg,2021-05-02 00:00:00,2021-05-03 00:00:00,180750,86400
SAMPLE_TABLE,VALUE2,stddev,2021-05-02 00:00:00,2021-05-03 00:00:00,47975,86400
SAMPLE_TABLE,VALUE2,variance,2021-05-02 00:00:00,2021-05-03 00:00:00,2301583,86400
SAMPLE_TABLE,VALUE2,nulls_count,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_TABLE,VALUE2,nulls_percent,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_TABLE,VALUE2,diff,2021-05-02 00:00:00,2021-05-03 00:00:00,100000,86400
SAMPLE_TABLE,NULL_VALUE,min,2021-05-02 00:00:00,2021-05-03 00:00:00,,86400
SAMPLE_TABLE,NULL_VALUE,max,2021-05-02 00:00:00,2021-05-03 00:00:00,,86400
SAMPLE_TABLE,NULL_VALUE,avg,2021-05-02 00:00:00,2021-05-03 00:00:00,,86400
SAMPLE_TABLE,NULL_VALUE,stddev,2021-05-02 00:00:00,2021-05-03 00:00:00,,86400
SAMPLE_TABLE,NULL_VALUE,variance,2021-05-02 00:00:00,2021-05-03 00:00:00,,86400
SAMPLE_TABLE,NULL_VALUE,nulls_count,2021-05-02 00:00:00,2021-05-03 00:00:00,4000,86400
SAMPLE_TABLE,NULL_VALUE,nulls_percent,2021-05-02 00:00:00,2021-05-03 00:00:00,100000,86400
SAMPLE_TABLE,NULL_VALUE,diff,2021-05-02 00:00:00,2021-05-03 00:00:00,,86400
SAMPLE_TABLE,EVENT_TYPE,min_length,2021-05-02 00:00:00,2021-05-03 00:00:00,3000,86400
SAMPLE_TABLE,EVENT_TYPE,max_length,2021-05-02 00:00:00,2021-05-03 00:00:00,3000,86400
SAMPLE_TABLE,EVENT_TYPE,avg_length,2021-05-02 00:00:00,2021-05-03 00:00:00,3000,86400
SAMPLE_TABLE,EVENT_TYPE,nulls_count,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_TABLE,EVENT_TYPE,nulls_percent,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_TABLE,EVENT_TYPE,missing_percent,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_TABLE,EVENT_TYPE,missing_count,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_TABLE,EVENT_TYPE,regex_test,2021-05-02 00:00:00,2021-05-03 00:00:00,4000,86400
SAMPLE_TABLE,EVENT_TYPE,match_regex,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_TABLE,EVENT_TYPE,match_regex_percent,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_TABLE,EVENT_TYPE,not_match_regex,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_TABLE,EVENT_TYPE,not_match_regex_percent,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_TABLE,EVENT_TYPE,distinct_values,2021-05-02 00:00:00,2021-05-03 00:00:00,1000,86400
SAMPLE_TABLE,EVENT_TYPE,duplicate_values,2021-05-02 00:00:00,2021-05-03 00:00:00,1000,86400
SAMPLE_TABLE,EVENT_TYPE,duplicate_rows,2021-05-02 00:00:00,2021-05-03 00:00:00,4000,86400
SAMPLE_TABLE,EVENT_TYPE,unique_rows,2021-05-02 00:00:00,2021-05-03 00:00:00,0,86400
SAMPLE_TABLE,---,row_count,2021-05-02 00:00:00,2021-05-03 00:00:00,4000,86400
SAMPLE_TABLE,---,freshness,2021-05-02 00:00:00,2021-05-03 00:00:00,40765000,86400
SAMPLE_TABLE,---,my_distinct_table_rows,2021-05-02 00:00:00,2021-05-03 00:00:00,9000,86400
SAMPLE_TABLE,---,my_custom_table_metric,2021-05-02 00:00:00,2021-05-03 00:00:00,1000000,86400
SAMPLE_TABLE,---,distinct_table_rows,2021-05-02 00:00:00,2021-05-03 00:00:00,4000,86400
1 table_name column_name metric time_window_start time_window_end value interval_length_sec
2 SAMPLE_WITH_ANOMALY VALUE1 min 2021-05-01 00:00:00 2021-05-02 00:00:00 107000 86400
3 SAMPLE_WITH_ANOMALY VALUE1 max 2021-05-01 00:00:00 2021-05-02 00:00:00 107000 86400
4 SAMPLE_WITH_ANOMALY VALUE1 avg 2021-05-01 00:00:00 2021-05-02 00:00:00 107000 86400
5 SAMPLE_WITH_ANOMALY VALUE1 stddev 2021-05-01 00:00:00 2021-05-02 00:00:00 86400
6 SAMPLE_WITH_ANOMALY VALUE1 variance 2021-05-01 00:00:00 2021-05-02 00:00:00 86400
7 SAMPLE_WITH_ANOMALY VALUE1 nulls_count 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
8 SAMPLE_WITH_ANOMALY VALUE1 nulls_percent 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
9 SAMPLE_WITH_ANOMALY VALUE1 diff 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
10 SAMPLE_WITH_ANOMALY VALUE2 min 2021-05-01 00:00:00 2021-05-02 00:00:00 200000 86400
11 SAMPLE_WITH_ANOMALY VALUE2 max 2021-05-01 00:00:00 2021-05-02 00:00:00 200000 86400
12 SAMPLE_WITH_ANOMALY VALUE2 avg 2021-05-01 00:00:00 2021-05-02 00:00:00 200000 86400
13 SAMPLE_WITH_ANOMALY VALUE2 stddev 2021-05-01 00:00:00 2021-05-02 00:00:00 86400
14 SAMPLE_WITH_ANOMALY VALUE2 variance 2021-05-01 00:00:00 2021-05-02 00:00:00 86400
15 SAMPLE_WITH_ANOMALY VALUE2 nulls_count 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
16 SAMPLE_WITH_ANOMALY VALUE2 nulls_percent 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
17 SAMPLE_WITH_ANOMALY VALUE2 diff 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
18 SAMPLE_WITH_ANOMALY EVENT_TYPE min_length 2021-05-01 00:00:00 2021-05-02 00:00:00 3000 86400
19 SAMPLE_WITH_ANOMALY EVENT_TYPE max_length 2021-05-01 00:00:00 2021-05-02 00:00:00 3000 86400
20 SAMPLE_WITH_ANOMALY EVENT_TYPE avg_length 2021-05-01 00:00:00 2021-05-02 00:00:00 3000 86400
21 SAMPLE_WITH_ANOMALY EVENT_TYPE nulls_count 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
22 SAMPLE_WITH_ANOMALY EVENT_TYPE nulls_percent 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
23 SAMPLE_WITH_ANOMALY EVENT_TYPE missing_percent 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
24 SAMPLE_WITH_ANOMALY EVENT_TYPE missing_count 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
25 SAMPLE_WITH_ANOMALY --- row_count 2021-05-01 00:00:00 2021-05-02 00:00:00 1000 86400
26 SAMPLE_WITH_ANOMALY --- freshness 2021-05-01 00:00:00 2021-05-02 00:00:00 41308000 86400
27 SAMPLE_WITH_ANOMALY --- my_distinct_table_rows 2021-05-01 00:00:00 2021-05-02 00:00:00 12000 86400
28 BUY_EVENTS VALUE1 min 2021-05-01 00:00:00 2021-05-02 00:00:00 107000 86400
29 BUY_EVENTS VALUE1 max 2021-05-01 00:00:00 2021-05-02 00:00:00 107000 86400
30 BUY_EVENTS VALUE1 avg 2021-05-01 00:00:00 2021-05-02 00:00:00 107000 86400
31 BUY_EVENTS VALUE1 stddev 2021-05-01 00:00:00 2021-05-02 00:00:00 86400
32 BUY_EVENTS VALUE1 variance 2021-05-01 00:00:00 2021-05-02 00:00:00 86400
33 BUY_EVENTS VALUE1 nulls_count 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
34 BUY_EVENTS VALUE1 nulls_percent 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
35 BUY_EVENTS VALUE1 diff 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
36 BUY_EVENTS VALUE2 min 2021-05-01 00:00:00 2021-05-02 00:00:00 200000 86400
37 BUY_EVENTS VALUE2 max 2021-05-01 00:00:00 2021-05-02 00:00:00 200000 86400
38 BUY_EVENTS VALUE2 avg 2021-05-01 00:00:00 2021-05-02 00:00:00 200000 86400
39 BUY_EVENTS VALUE2 stddev 2021-05-01 00:00:00 2021-05-02 00:00:00 86400
40 BUY_EVENTS VALUE2 variance 2021-05-01 00:00:00 2021-05-02 00:00:00 86400
41 BUY_EVENTS VALUE2 nulls_count 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
42 BUY_EVENTS VALUE2 nulls_percent 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
43 BUY_EVENTS VALUE2 diff 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
44 BUY_EVENTS EVENT_TYPE min_length 2021-05-01 00:00:00 2021-05-02 00:00:00 3000 86400
45 BUY_EVENTS EVENT_TYPE max_length 2021-05-01 00:00:00 2021-05-02 00:00:00 3000 86400
46 BUY_EVENTS EVENT_TYPE avg_length 2021-05-01 00:00:00 2021-05-02 00:00:00 3000 86400
47 BUY_EVENTS EVENT_TYPE nulls_count 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
48 BUY_EVENTS EVENT_TYPE nulls_percent 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
49 BUY_EVENTS EVENT_TYPE missing_percent 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
50 BUY_EVENTS EVENT_TYPE missing_count 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
51 BUY_EVENTS --- row_count 2021-05-01 00:00:00 2021-05-02 00:00:00 1000 86400
52 BUY_EVENTS --- freshness 2021-05-01 00:00:00 2021-05-02 00:00:00 41308000 86400
53 BUY_EVENTS --- my_distinct_table_rows 2021-05-01 00:00:00 2021-05-02 00:00:00 10000 86400
54 SAMPLE_WITHOUT_TIME_FILTER RENTAL_RATE global__min 2021-05-01 00:00:00 2021-05-02 00:00:00 990 86400
55 SAMPLE_WITHOUT_TIME_FILTER RENTAL_RATE global__max 2021-05-01 00:00:00 2021-05-02 00:00:00 4990 86400
56 SAMPLE_WITHOUT_TIME_FILTER RENTAL_RATE global__avg 2021-05-01 00:00:00 2021-05-02 00:00:00 3306 86400
57 SAMPLE_WITHOUT_TIME_FILTER RENTAL_RATE global__stddev 2021-05-01 00:00:00 2021-05-02 00:00:00 1668 86400
58 SAMPLE_WITHOUT_TIME_FILTER RENTAL_RATE global__variance 2021-05-01 00:00:00 2021-05-02 00:00:00 2784 86400
59 SAMPLE_WITHOUT_TIME_FILTER RENTAL_RATE global__nulls_count 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
60 SAMPLE_WITHOUT_TIME_FILTER RENTAL_RATE global__nulls_percent 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
61 SAMPLE_WITHOUT_TIME_FILTER RENTAL_RATE global__diff 2021-05-01 00:00:00 2021-05-02 00:00:00 4000 86400
62 SAMPLE_WITHOUT_TIME_FILTER TITLE global__min_length 2021-05-01 00:00:00 2021-05-02 00:00:00 10000 86400
63 SAMPLE_WITHOUT_TIME_FILTER TITLE global__max_length 2021-05-01 00:00:00 2021-05-02 00:00:00 17000 86400
64 SAMPLE_WITHOUT_TIME_FILTER TITLE global__avg_length 2021-05-01 00:00:00 2021-05-02 00:00:00 14105 86400
65 SAMPLE_WITHOUT_TIME_FILTER TITLE global__nulls_count 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
66 SAMPLE_WITHOUT_TIME_FILTER TITLE global__nulls_percent 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
67 SAMPLE_WITHOUT_TIME_FILTER TITLE global__missing_percent 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
68 SAMPLE_WITHOUT_TIME_FILTER TITLE global__missing_count 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
69 SAMPLE_WITHOUT_TIME_FILTER RATING global__min_length 2021-05-01 00:00:00 2021-05-02 00:00:00 1000 86400
70 SAMPLE_WITHOUT_TIME_FILTER RATING global__max_length 2021-05-01 00:00:00 2021-05-02 00:00:00 5000 86400
71 SAMPLE_WITHOUT_TIME_FILTER RATING global__avg_length 2021-05-01 00:00:00 2021-05-02 00:00:00 3053 86400
72 SAMPLE_WITHOUT_TIME_FILTER RATING global__nulls_count 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
73 SAMPLE_WITHOUT_TIME_FILTER RATING global__nulls_percent 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
74 SAMPLE_WITHOUT_TIME_FILTER RATING global__missing_percent 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
75 SAMPLE_WITHOUT_TIME_FILTER RATING global__missing_count 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
76 SAMPLE_WITHOUT_TIME_FILTER --- global__row_count 2021-05-01 00:00:00 2021-05-02 00:00:00 19000 86400
77 SAMPLE_WITHOUT_TIME_FILTER --- global__freshness 2021-05-01 00:00:00 2021-05-02 00:00:00 86400
78 SAMPLE_WITHOUT_TIME_FILTER --- global__my_distinct_table_rows 2021-05-01 00:00:00 2021-05-02 00:00:00 19000 86400
79 F2DQ_SOURCE_TEST_TABLE NUMBER global__min 2021-05-01 00:00:00 2021-05-02 00:00:00 1000 86400
80 F2DQ_SOURCE_TEST_TABLE NUMBER global__max 2021-05-01 00:00:00 2021-05-02 00:00:00 10000 86400
81 F2DQ_SOURCE_TEST_TABLE NUMBER global__avg 2021-05-01 00:00:00 2021-05-02 00:00:00 5500 86400
82 F2DQ_SOURCE_TEST_TABLE NUMBER global__stddev 2021-05-01 00:00:00 2021-05-02 00:00:00 3028 86400
83 F2DQ_SOURCE_TEST_TABLE NUMBER global__variance 2021-05-01 00:00:00 2021-05-02 00:00:00 9167 86400
84 F2DQ_SOURCE_TEST_TABLE NUMBER global__nulls_count 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
85 F2DQ_SOURCE_TEST_TABLE NUMBER global__nulls_percent 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
86 F2DQ_SOURCE_TEST_TABLE NUMBER global__diff 2021-05-01 00:00:00 2021-05-02 00:00:00 9000 86400
87 F2DQ_SOURCE_TEST_TABLE DESCRIPTION global__min_length 2021-05-01 00:00:00 2021-05-02 00:00:00 3000 86400
88 F2DQ_SOURCE_TEST_TABLE DESCRIPTION global__max_length 2021-05-01 00:00:00 2021-05-02 00:00:00 5000 86400
89 F2DQ_SOURCE_TEST_TABLE DESCRIPTION global__avg_length 2021-05-01 00:00:00 2021-05-02 00:00:00 3900 86400
90 F2DQ_SOURCE_TEST_TABLE DESCRIPTION global__nulls_count 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
91 F2DQ_SOURCE_TEST_TABLE DESCRIPTION global__nulls_percent 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
92 F2DQ_SOURCE_TEST_TABLE DESCRIPTION global__missing_percent 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
93 F2DQ_SOURCE_TEST_TABLE DESCRIPTION global__missing_count 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
94 F2DQ_SOURCE_TEST_TABLE --- global__row_count 2021-05-01 00:00:00 2021-05-02 00:00:00 10000 86400
95 F2DQ_SOURCE_TEST_TABLE --- global__freshness 2021-05-01 00:00:00 2021-05-02 00:00:00 86400
96 F2DQ_SOURCE_TEST_TABLE --- global__my_distinct_table_rows 2021-05-01 00:00:00 2021-05-02 00:00:00 10000 86400
97 SAMPLE_TABLE VALUE1 min 2021-05-01 00:00:00 2021-05-02 00:00:00 100000 86400
98 SAMPLE_TABLE VALUE1 max 2021-05-01 00:00:00 2021-05-02 00:00:00 200000 86400
99 SAMPLE_TABLE VALUE1 avg 2021-05-01 00:00:00 2021-05-02 00:00:00 127500 86400
100 SAMPLE_TABLE VALUE1 stddev 2021-05-01 00:00:00 2021-05-02 00:00:00 48563 86400
101 SAMPLE_TABLE VALUE1 variance 2021-05-01 00:00:00 2021-05-02 00:00:00 2358333 86400
102 SAMPLE_TABLE VALUE1 nulls_count 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
103 SAMPLE_TABLE VALUE1 nulls_percent 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
104 SAMPLE_TABLE VALUE1 diff 2021-05-01 00:00:00 2021-05-02 00:00:00 100000 86400
105 SAMPLE_TABLE VALUE2 min 2021-05-01 00:00:00 2021-05-02 00:00:00 109000 86400
106 SAMPLE_TABLE VALUE2 max 2021-05-01 00:00:00 2021-05-02 00:00:00 209000 86400
107 SAMPLE_TABLE VALUE2 avg 2021-05-01 00:00:00 2021-05-02 00:00:00 180750 86400
108 SAMPLE_TABLE VALUE2 stddev 2021-05-01 00:00:00 2021-05-02 00:00:00 47975 86400
109 SAMPLE_TABLE VALUE2 variance 2021-05-01 00:00:00 2021-05-02 00:00:00 2301583 86400
110 SAMPLE_TABLE VALUE2 nulls_count 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
111 SAMPLE_TABLE VALUE2 nulls_percent 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
112 SAMPLE_TABLE VALUE2 diff 2021-05-01 00:00:00 2021-05-02 00:00:00 100000 86400
113 SAMPLE_TABLE NULL_VALUE min 2021-05-01 00:00:00 2021-05-02 00:00:00 86400
114 SAMPLE_TABLE NULL_VALUE max 2021-05-01 00:00:00 2021-05-02 00:00:00 86400
115 SAMPLE_TABLE NULL_VALUE avg 2021-05-01 00:00:00 2021-05-02 00:00:00 86400
116 SAMPLE_TABLE NULL_VALUE stddev 2021-05-01 00:00:00 2021-05-02 00:00:00 86400
117 SAMPLE_TABLE NULL_VALUE variance 2021-05-01 00:00:00 2021-05-02 00:00:00 86400
118 SAMPLE_TABLE NULL_VALUE nulls_count 2021-05-01 00:00:00 2021-05-02 00:00:00 4000 86400
119 SAMPLE_TABLE NULL_VALUE nulls_percent 2021-05-01 00:00:00 2021-05-02 00:00:00 100000 86400
120 SAMPLE_TABLE NULL_VALUE diff 2021-05-01 00:00:00 2021-05-02 00:00:00 86400
121 SAMPLE_TABLE EVENT_TYPE min_length 2021-05-01 00:00:00 2021-05-02 00:00:00 3000 86400
122 SAMPLE_TABLE EVENT_TYPE max_length 2021-05-01 00:00:00 2021-05-02 00:00:00 4000 86400
123 SAMPLE_TABLE EVENT_TYPE avg_length 2021-05-01 00:00:00 2021-05-02 00:00:00 3250 86400
124 SAMPLE_TABLE EVENT_TYPE nulls_count 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
125 SAMPLE_TABLE EVENT_TYPE nulls_percent 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
126 SAMPLE_TABLE EVENT_TYPE missing_percent 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
127 SAMPLE_TABLE EVENT_TYPE missing_count 2021-05-01 00:00:00 2021-05-02 00:00:00 0 86400
128 SAMPLE_TABLE EVENT_TYPE regex_test 2021-05-01 00:00:00 2021-05-02 00:00:00 4000 86400
129 SAMPLE_TABLE EVENT_TYPE match_regex 2021-05-01 00:00:00 2021-05-02 00:00:00 1000 86400
130 SAMPLE_TABLE EVENT_TYPE match_regex_percent 2021-05-01 00:00:00 2021-05-02 00:00:00 25000 86400
131 SAMPLE_TABLE EVENT_TYPE not_match_regex 2021-05-01 00:00:00 2021-05-02 00:00:00 1000 86400
132 SAMPLE_TABLE EVENT_TYPE not_match_regex_percent 2021-05-01 00:00:00 2021-05-02 00:00:00 25000 86400
133 SAMPLE_TABLE EVENT_TYPE distinct_values 2021-05-01 00:00:00 2021-05-02 00:00:00 2000 86400
134 SAMPLE_TABLE EVENT_TYPE duplicate_values 2021-05-01 00:00:00 2021-05-02 00:00:00 1000 86400
135 SAMPLE_TABLE EVENT_TYPE duplicate_rows 2021-05-01 00:00:00 2021-05-02 00:00:00 3000 86400
136 SAMPLE_TABLE EVENT_TYPE unique_rows 2021-05-01 00:00:00 2021-05-02 00:00:00 1000 86400
137 SAMPLE_TABLE --- row_count 2021-05-01 00:00:00 2021-05-02 00:00:00 4000 86400
138 SAMPLE_TABLE --- freshness 2021-05-01 00:00:00 2021-05-02 00:00:00 40765000 86400
139 SAMPLE_TABLE --- my_distinct_table_rows 2021-05-01 00:00:00 2021-05-02 00:00:00 9000 86400
140 SAMPLE_TABLE --- my_custom_table_metric 2021-05-01 00:00:00 2021-05-02 00:00:00 1000000 86400
141 SAMPLE_TABLE --- distinct_table_rows 2021-05-01 00:00:00 2021-05-02 00:00:00 4000 86400
142 SAMPLE_WITH_ANOMALY VALUE1 min 2021-05-02 00:00:00 2021-05-03 00:00:00 98000 86400
143 SAMPLE_WITH_ANOMALY VALUE1 max 2021-05-02 00:00:00 2021-05-03 00:00:00 98000 86400
144 SAMPLE_WITH_ANOMALY VALUE1 avg 2021-05-02 00:00:00 2021-05-03 00:00:00 98000 86400
145 SAMPLE_WITH_ANOMALY VALUE1 stddev 2021-05-02 00:00:00 2021-05-03 00:00:00 86400
146 SAMPLE_WITH_ANOMALY VALUE1 variance 2021-05-02 00:00:00 2021-05-03 00:00:00 86400
147 SAMPLE_WITH_ANOMALY VALUE1 nulls_count 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
148 SAMPLE_WITH_ANOMALY VALUE1 nulls_percent 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
149 SAMPLE_WITH_ANOMALY VALUE1 diff 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
150 SAMPLE_WITH_ANOMALY VALUE2 min 2021-05-02 00:00:00 2021-05-03 00:00:00 205000 86400
151 SAMPLE_WITH_ANOMALY VALUE2 max 2021-05-02 00:00:00 2021-05-03 00:00:00 205000 86400
152 SAMPLE_WITH_ANOMALY VALUE2 avg 2021-05-02 00:00:00 2021-05-03 00:00:00 205000 86400
153 SAMPLE_WITH_ANOMALY VALUE2 stddev 2021-05-02 00:00:00 2021-05-03 00:00:00 86400
154 SAMPLE_WITH_ANOMALY VALUE2 variance 2021-05-02 00:00:00 2021-05-03 00:00:00 86400
155 SAMPLE_WITH_ANOMALY VALUE2 nulls_count 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
156 SAMPLE_WITH_ANOMALY VALUE2 nulls_percent 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
157 SAMPLE_WITH_ANOMALY VALUE2 diff 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
158 SAMPLE_WITH_ANOMALY EVENT_TYPE min_length 2021-05-02 00:00:00 2021-05-03 00:00:00 3000 86400
159 SAMPLE_WITH_ANOMALY EVENT_TYPE max_length 2021-05-02 00:00:00 2021-05-03 00:00:00 3000 86400
160 SAMPLE_WITH_ANOMALY EVENT_TYPE avg_length 2021-05-02 00:00:00 2021-05-03 00:00:00 3000 86400
161 SAMPLE_WITH_ANOMALY EVENT_TYPE nulls_count 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
162 SAMPLE_WITH_ANOMALY EVENT_TYPE nulls_percent 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
163 SAMPLE_WITH_ANOMALY EVENT_TYPE missing_percent 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
164 SAMPLE_WITH_ANOMALY EVENT_TYPE missing_count 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
165 SAMPLE_WITH_ANOMALY --- row_count 2021-05-02 00:00:00 2021-05-03 00:00:00 1000 86400
166 SAMPLE_WITH_ANOMALY --- freshness 2021-05-02 00:00:00 2021-05-03 00:00:00 41065000 86400
167 SAMPLE_WITH_ANOMALY --- my_distinct_table_rows 2021-05-02 00:00:00 2021-05-03 00:00:00 12000 86400
168 BUY_EVENTS VALUE1 min 2021-05-02 00:00:00 2021-05-03 00:00:00 98000 86400
169 BUY_EVENTS VALUE1 max 2021-05-02 00:00:00 2021-05-03 00:00:00 98000 86400
170 BUY_EVENTS VALUE1 avg 2021-05-02 00:00:00 2021-05-03 00:00:00 98000 86400
171 BUY_EVENTS VALUE1 stddev 2021-05-02 00:00:00 2021-05-03 00:00:00 86400
172 BUY_EVENTS VALUE1 variance 2021-05-02 00:00:00 2021-05-03 00:00:00 86400
173 BUY_EVENTS VALUE1 nulls_count 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
174 BUY_EVENTS VALUE1 nulls_percent 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
175 BUY_EVENTS VALUE1 diff 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
176 BUY_EVENTS VALUE2 min 2021-05-02 00:00:00 2021-05-03 00:00:00 205000 86400
177 BUY_EVENTS VALUE2 max 2021-05-02 00:00:00 2021-05-03 00:00:00 205000 86400
178 BUY_EVENTS VALUE2 avg 2021-05-02 00:00:00 2021-05-03 00:00:00 205000 86400
179 BUY_EVENTS VALUE2 stddev 2021-05-02 00:00:00 2021-05-03 00:00:00 86400
180 BUY_EVENTS VALUE2 variance 2021-05-02 00:00:00 2021-05-03 00:00:00 86400
181 BUY_EVENTS VALUE2 nulls_count 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
182 BUY_EVENTS VALUE2 nulls_percent 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
183 BUY_EVENTS VALUE2 diff 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
184 BUY_EVENTS EVENT_TYPE min_length 2021-05-02 00:00:00 2021-05-03 00:00:00 3000 86400
185 BUY_EVENTS EVENT_TYPE max_length 2021-05-02 00:00:00 2021-05-03 00:00:00 3000 86400
186 BUY_EVENTS EVENT_TYPE avg_length 2021-05-02 00:00:00 2021-05-03 00:00:00 3000 86400
187 BUY_EVENTS EVENT_TYPE nulls_count 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
188 BUY_EVENTS EVENT_TYPE nulls_percent 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
189 BUY_EVENTS EVENT_TYPE missing_percent 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
190 BUY_EVENTS EVENT_TYPE missing_count 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
191 BUY_EVENTS --- row_count 2021-05-02 00:00:00 2021-05-03 00:00:00 1000 86400
192 BUY_EVENTS --- freshness 2021-05-02 00:00:00 2021-05-03 00:00:00 41065000 86400
193 BUY_EVENTS --- my_distinct_table_rows 2021-05-02 00:00:00 2021-05-03 00:00:00 10000 86400
194 SAMPLE_WITHOUT_TIME_FILTER RENTAL_RATE global__min 2021-05-02 00:00:00 2021-05-03 00:00:00 990 86400
195 SAMPLE_WITHOUT_TIME_FILTER RENTAL_RATE global__max 2021-05-02 00:00:00 2021-05-03 00:00:00 4990 86400
196 SAMPLE_WITHOUT_TIME_FILTER RENTAL_RATE global__avg 2021-05-02 00:00:00 2021-05-03 00:00:00 3306 86400
197 SAMPLE_WITHOUT_TIME_FILTER RENTAL_RATE global__stddev 2021-05-02 00:00:00 2021-05-03 00:00:00 1668 86400
198 SAMPLE_WITHOUT_TIME_FILTER RENTAL_RATE global__variance 2021-05-02 00:00:00 2021-05-03 00:00:00 2784 86400
199 SAMPLE_WITHOUT_TIME_FILTER RENTAL_RATE global__nulls_count 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
200 SAMPLE_WITHOUT_TIME_FILTER RENTAL_RATE global__nulls_percent 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
201 SAMPLE_WITHOUT_TIME_FILTER RENTAL_RATE global__diff 2021-05-02 00:00:00 2021-05-03 00:00:00 4000 86400
202 SAMPLE_WITHOUT_TIME_FILTER TITLE global__min_length 2021-05-02 00:00:00 2021-05-03 00:00:00 10000 86400
203 SAMPLE_WITHOUT_TIME_FILTER TITLE global__max_length 2021-05-02 00:00:00 2021-05-03 00:00:00 17000 86400
204 SAMPLE_WITHOUT_TIME_FILTER TITLE global__avg_length 2021-05-02 00:00:00 2021-05-03 00:00:00 14105 86400
205 SAMPLE_WITHOUT_TIME_FILTER TITLE global__nulls_count 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
206 SAMPLE_WITHOUT_TIME_FILTER TITLE global__nulls_percent 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
207 SAMPLE_WITHOUT_TIME_FILTER TITLE global__missing_percent 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
208 SAMPLE_WITHOUT_TIME_FILTER TITLE global__missing_count 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
209 SAMPLE_WITHOUT_TIME_FILTER RATING global__min_length 2021-05-02 00:00:00 2021-05-03 00:00:00 1000 86400
210 SAMPLE_WITHOUT_TIME_FILTER RATING global__max_length 2021-05-02 00:00:00 2021-05-03 00:00:00 5000 86400
211 SAMPLE_WITHOUT_TIME_FILTER RATING global__avg_length 2021-05-02 00:00:00 2021-05-03 00:00:00 3053 86400
212 SAMPLE_WITHOUT_TIME_FILTER RATING global__nulls_count 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
213 SAMPLE_WITHOUT_TIME_FILTER RATING global__nulls_percent 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
214 SAMPLE_WITHOUT_TIME_FILTER RATING global__missing_percent 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
215 SAMPLE_WITHOUT_TIME_FILTER RATING global__missing_count 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
216 SAMPLE_WITHOUT_TIME_FILTER --- global__row_count 2021-05-02 00:00:00 2021-05-03 00:00:00 19000 86400
217 SAMPLE_WITHOUT_TIME_FILTER --- global__freshness 2021-05-02 00:00:00 2021-05-03 00:00:00 86400
218 SAMPLE_WITHOUT_TIME_FILTER --- global__my_distinct_table_rows 2021-05-02 00:00:00 2021-05-03 00:00:00 19000 86400
219 F2DQ_SOURCE_TEST_TABLE NUMBER global__min 2021-05-02 00:00:00 2021-05-03 00:00:00 1000 86400
220 F2DQ_SOURCE_TEST_TABLE NUMBER global__max 2021-05-02 00:00:00 2021-05-03 00:00:00 10000 86400
221 F2DQ_SOURCE_TEST_TABLE NUMBER global__avg 2021-05-02 00:00:00 2021-05-03 00:00:00 5500 86400
222 F2DQ_SOURCE_TEST_TABLE NUMBER global__stddev 2021-05-02 00:00:00 2021-05-03 00:00:00 3028 86400
223 F2DQ_SOURCE_TEST_TABLE NUMBER global__variance 2021-05-02 00:00:00 2021-05-03 00:00:00 9167 86400
224 F2DQ_SOURCE_TEST_TABLE NUMBER global__nulls_count 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
225 F2DQ_SOURCE_TEST_TABLE NUMBER global__nulls_percent 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
226 F2DQ_SOURCE_TEST_TABLE NUMBER global__diff 2021-05-02 00:00:00 2021-05-03 00:00:00 9000 86400
227 F2DQ_SOURCE_TEST_TABLE DESCRIPTION global__min_length 2021-05-02 00:00:00 2021-05-03 00:00:00 3000 86400
228 F2DQ_SOURCE_TEST_TABLE DESCRIPTION global__max_length 2021-05-02 00:00:00 2021-05-03 00:00:00 5000 86400
229 F2DQ_SOURCE_TEST_TABLE DESCRIPTION global__avg_length 2021-05-02 00:00:00 2021-05-03 00:00:00 3900 86400
230 F2DQ_SOURCE_TEST_TABLE DESCRIPTION global__nulls_count 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
231 F2DQ_SOURCE_TEST_TABLE DESCRIPTION global__nulls_percent 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
232 F2DQ_SOURCE_TEST_TABLE DESCRIPTION global__missing_percent 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
233 F2DQ_SOURCE_TEST_TABLE DESCRIPTION global__missing_count 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
234 F2DQ_SOURCE_TEST_TABLE --- global__row_count 2021-05-02 00:00:00 2021-05-03 00:00:00 10000 86400
235 F2DQ_SOURCE_TEST_TABLE --- global__freshness 2021-05-02 00:00:00 2021-05-03 00:00:00 86400
236 F2DQ_SOURCE_TEST_TABLE --- global__my_distinct_table_rows 2021-05-02 00:00:00 2021-05-03 00:00:00 10000 86400
237 SAMPLE_TABLE VALUE1 min 2021-05-02 00:00:00 2021-05-03 00:00:00 100000 86400
238 SAMPLE_TABLE VALUE1 max 2021-05-02 00:00:00 2021-05-03 00:00:00 210000 86400
239 SAMPLE_TABLE VALUE1 avg 2021-05-02 00:00:00 2021-05-03 00:00:00 142500 86400
240 SAMPLE_TABLE VALUE1 stddev 2021-05-02 00:00:00 2021-05-03 00:00:00 49917 86400
241 SAMPLE_TABLE VALUE1 variance 2021-05-02 00:00:00 2021-05-03 00:00:00 2491667 86400
242 SAMPLE_TABLE VALUE1 nulls_count 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
243 SAMPLE_TABLE VALUE1 nulls_percent 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
244 SAMPLE_TABLE VALUE1 diff 2021-05-02 00:00:00 2021-05-03 00:00:00 110000 86400
245 SAMPLE_TABLE VALUE2 min 2021-05-02 00:00:00 2021-05-03 00:00:00 109000 86400
246 SAMPLE_TABLE VALUE2 max 2021-05-02 00:00:00 2021-05-03 00:00:00 209000 86400
247 SAMPLE_TABLE VALUE2 avg 2021-05-02 00:00:00 2021-05-03 00:00:00 180750 86400
248 SAMPLE_TABLE VALUE2 stddev 2021-05-02 00:00:00 2021-05-03 00:00:00 47975 86400
249 SAMPLE_TABLE VALUE2 variance 2021-05-02 00:00:00 2021-05-03 00:00:00 2301583 86400
250 SAMPLE_TABLE VALUE2 nulls_count 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
251 SAMPLE_TABLE VALUE2 nulls_percent 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
252 SAMPLE_TABLE VALUE2 diff 2021-05-02 00:00:00 2021-05-03 00:00:00 100000 86400
253 SAMPLE_TABLE NULL_VALUE min 2021-05-02 00:00:00 2021-05-03 00:00:00 86400
254 SAMPLE_TABLE NULL_VALUE max 2021-05-02 00:00:00 2021-05-03 00:00:00 86400
255 SAMPLE_TABLE NULL_VALUE avg 2021-05-02 00:00:00 2021-05-03 00:00:00 86400
256 SAMPLE_TABLE NULL_VALUE stddev 2021-05-02 00:00:00 2021-05-03 00:00:00 86400
257 SAMPLE_TABLE NULL_VALUE variance 2021-05-02 00:00:00 2021-05-03 00:00:00 86400
258 SAMPLE_TABLE NULL_VALUE nulls_count 2021-05-02 00:00:00 2021-05-03 00:00:00 4000 86400
259 SAMPLE_TABLE NULL_VALUE nulls_percent 2021-05-02 00:00:00 2021-05-03 00:00:00 100000 86400
260 SAMPLE_TABLE NULL_VALUE diff 2021-05-02 00:00:00 2021-05-03 00:00:00 86400
261 SAMPLE_TABLE EVENT_TYPE min_length 2021-05-02 00:00:00 2021-05-03 00:00:00 3000 86400
262 SAMPLE_TABLE EVENT_TYPE max_length 2021-05-02 00:00:00 2021-05-03 00:00:00 3000 86400
263 SAMPLE_TABLE EVENT_TYPE avg_length 2021-05-02 00:00:00 2021-05-03 00:00:00 3000 86400
264 SAMPLE_TABLE EVENT_TYPE nulls_count 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
265 SAMPLE_TABLE EVENT_TYPE nulls_percent 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
266 SAMPLE_TABLE EVENT_TYPE missing_percent 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
267 SAMPLE_TABLE EVENT_TYPE missing_count 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
268 SAMPLE_TABLE EVENT_TYPE regex_test 2021-05-02 00:00:00 2021-05-03 00:00:00 4000 86400
269 SAMPLE_TABLE EVENT_TYPE match_regex 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
270 SAMPLE_TABLE EVENT_TYPE match_regex_percent 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
271 SAMPLE_TABLE EVENT_TYPE not_match_regex 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
272 SAMPLE_TABLE EVENT_TYPE not_match_regex_percent 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
273 SAMPLE_TABLE EVENT_TYPE distinct_values 2021-05-02 00:00:00 2021-05-03 00:00:00 1000 86400
274 SAMPLE_TABLE EVENT_TYPE duplicate_values 2021-05-02 00:00:00 2021-05-03 00:00:00 1000 86400
275 SAMPLE_TABLE EVENT_TYPE duplicate_rows 2021-05-02 00:00:00 2021-05-03 00:00:00 4000 86400
276 SAMPLE_TABLE EVENT_TYPE unique_rows 2021-05-02 00:00:00 2021-05-03 00:00:00 0 86400
277 SAMPLE_TABLE --- row_count 2021-05-02 00:00:00 2021-05-03 00:00:00 4000 86400
278 SAMPLE_TABLE --- freshness 2021-05-02 00:00:00 2021-05-03 00:00:00 40765000 86400
279 SAMPLE_TABLE --- my_distinct_table_rows 2021-05-02 00:00:00 2021-05-03 00:00:00 9000 86400
280 SAMPLE_TABLE --- my_custom_table_metric 2021-05-02 00:00:00 2021-05-03 00:00:00 1000000 86400
281 SAMPLE_TABLE --- distinct_table_rows 2021-05-02 00:00:00 2021-05-03 00:00:00 4000 86400
integration_tests/seeds/monitoring/expected_table_samples.csv
+5
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@@ -0,0 +1,5 @@
table_name,sample_data_length
BUY_EVENTS,506
F2DQ_SOURCE_TEST_TABLE,361
SAMPLE_TABLE,830
SAMPLE_WITH_ANOMALY,507
1 table_name sample_data_length
2 BUY_EVENTS 506
3 F2DQ_SOURCE_TEST_TABLE 361
4 SAMPLE_TABLE 830
5 SAMPLE_WITH_ANOMALY 507
integration_tests/seeds/monitoring/expected_test_history.csv
+35
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@@ -0,0 +1,35 @@
table_name,column_name,test_name,status,message,failures_count,severity
TEST_F2DQ_METRICS,---,pected_metrics_,Pass,---,0,ERROR
TEST_F2DQ_TABLE_SAMPLES,---,_table_samples_,Pass,---,0,ERROR
TEST_F2DQ_Z_SCORE,---,pected_z_score_,Pass,---,0,ERROR
TEST_F2DQ_ANOMALIES,---,cted_anomalies_,Pass,---,0,ERROR
BUY_EVENTS,---,_table_rows__10,Pass,---,0,ERROR
BUY_EVENTS,---,ts_row_count__1,Pass,---,0,ERROR
BUY_EVENTS,---,null__freshness,Pass,---,0,ERROR
BUY_EVENTS,VALUE2,5_02___min__200,Pass,---,0,ERROR
BUY_EVENTS,VALUE1,alue1__min__107,Pass,---,0,ERROR
BUY_EVENTS,VALUE1,ulls_percent__0,Pass,---,0,ERROR
BUY_EVENTS,VALUE1,5_02___min__100,Pass,---,0,ERROR
BUY_EVENTS,---,0__row_count__0,Pass,---,0,ERROR
F2DQ_METRICS,---,_buy_events___3,Pass,---,0,ERROR
F2DQ_METRICS,---,ref_buy_events_,Pass,---,0,ERROR
F2DQ_METRICS,---,ref_buy_events_,Pass,---,0,ERROR
BUY_EVENTS,VALUE1,__nulls_percent,Pass,---,0,ERROR
F2DQ_METRICS,---,ref_buy_events_,Pass,---,0,ERROR
TEST_F2DQ_TABLE_SAMPLES,---,_table_samples_,Pass,---,0,ERROR
TEST_F2DQ_ANOMALIES,---,cted_anomalies_,Pass,---,0,ERROR
BUY_EVENTS,---,ts_row_count__1,Pass,---,0,ERROR
BUY_EVENTS,---,null__freshness,Pass,---,0,ERROR
BUY_EVENTS,VALUE2,5_02___min__200,Pass,---,0,ERROR
BUY_EVENTS,---,_table_rows__10,Pass,---,0,ERROR
BUY_EVENTS,VALUE1,ulls_percent__0,Pass,---,0,ERROR
BUY_EVENTS,---,0__row_count__0,Pass,---,0,ERROR
BUY_EVENTS,VALUE1,5_02___min__100,Pass,---,0,ERROR
BUY_EVENTS,VALUE1,alue1__min__107,Pass,---,0,ERROR
BUY_EVENTS,VALUE1,__nulls_percent,Pass,---,0,ERROR
F2DQ_METRICS,---,_buy_events___3,Pass,---,0,ERROR
F2DQ_METRICS,---,ref_buy_events_,Pass,---,0,ERROR
F2DQ_METRICS,---,ref_buy_events_,Pass,---,0,ERROR
F2DQ_METRICS,---,ref_buy_events_,Pass,---,0,ERROR
TEST_F2DQ_METRICS,---,pected_metrics_,Pass,---,0,ERROR
TEST_F2DQ_Z_SCORE,---,pected_z_score_,Pass,---,0,ERROR
1 table_name column_name test_name status message failures_count severity
2 TEST_F2DQ_METRICS --- pected_metrics_ Pass --- 0 ERROR
3 TEST_F2DQ_TABLE_SAMPLES --- _table_samples_ Pass --- 0 ERROR
4 TEST_F2DQ_Z_SCORE --- pected_z_score_ Pass --- 0 ERROR
5 TEST_F2DQ_ANOMALIES --- cted_anomalies_ Pass --- 0 ERROR
6 BUY_EVENTS --- _table_rows__10 Pass --- 0 ERROR
7 BUY_EVENTS --- ts_row_count__1 Pass --- 0 ERROR
8 BUY_EVENTS --- null__freshness Pass --- 0 ERROR
9 BUY_EVENTS VALUE2 5_02___min__200 Pass --- 0 ERROR
10 BUY_EVENTS VALUE1 alue1__min__107 Pass --- 0 ERROR
11 BUY_EVENTS VALUE1 ulls_percent__0 Pass --- 0 ERROR
12 BUY_EVENTS VALUE1 5_02___min__100 Pass --- 0 ERROR
13 BUY_EVENTS --- 0__row_count__0 Pass --- 0 ERROR
14 F2DQ_METRICS --- _buy_events___3 Pass --- 0 ERROR
15 F2DQ_METRICS --- ref_buy_events_ Pass --- 0 ERROR
16 F2DQ_METRICS --- ref_buy_events_ Pass --- 0 ERROR
17 BUY_EVENTS VALUE1 __nulls_percent Pass --- 0 ERROR
18 F2DQ_METRICS --- ref_buy_events_ Pass --- 0 ERROR
19 TEST_F2DQ_TABLE_SAMPLES --- _table_samples_ Pass --- 0 ERROR
20 TEST_F2DQ_ANOMALIES --- cted_anomalies_ Pass --- 0 ERROR
21 BUY_EVENTS --- ts_row_count__1 Pass --- 0 ERROR
22 BUY_EVENTS --- null__freshness Pass --- 0 ERROR
23 BUY_EVENTS VALUE2 5_02___min__200 Pass --- 0 ERROR
24 BUY_EVENTS --- _table_rows__10 Pass --- 0 ERROR
25 BUY_EVENTS VALUE1 ulls_percent__0 Pass --- 0 ERROR
26 BUY_EVENTS --- 0__row_count__0 Pass --- 0 ERROR
27 BUY_EVENTS VALUE1 5_02___min__100 Pass --- 0 ERROR
28 BUY_EVENTS VALUE1 alue1__min__107 Pass --- 0 ERROR
29 BUY_EVENTS VALUE1 __nulls_percent Pass --- 0 ERROR
30 F2DQ_METRICS --- _buy_events___3 Pass --- 0 ERROR
31 F2DQ_METRICS --- ref_buy_events_ Pass --- 0 ERROR
32 F2DQ_METRICS --- ref_buy_events_ Pass --- 0 ERROR
33 F2DQ_METRICS --- ref_buy_events_ Pass --- 0 ERROR
34 TEST_F2DQ_METRICS --- pected_metrics_ Pass --- 0 ERROR
35 TEST_F2DQ_Z_SCORE --- pected_z_score_ Pass --- 0 ERROR
integration_tests/seeds/monitoring/expected_z_score.csv
+125
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@@ -0,0 +1,125 @@
table_name,column_name,metric,time_window_end,z_score_value,modified_z_score_value,last_value,last_avg,last_stddev,last_median,last_iqr,last_median_absolute_deviation,last_mean_absolute_deviation,interval_length_sec
SAMPLE_WITHOUT_TIME_FILTER,TITLE,global__avg_length,2021-05-03 00:00:00,0,0,14105,14105,0,14105,0,0,0,86400
SAMPLE_TABLE,EVENT_TYPE,distinct_values,2021-05-03 00:00:00,-707,-674,1000,1500,707,1500,500,500,500,86400
BUY_EVENTS,EVENT_TYPE,nulls_percent,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_TABLE,EVENT_TYPE,max_length,2021-05-03 00:00:00,-707,-674,3000,3500,707,3500,500,500,500,86400
SAMPLE_TABLE,EVENT_TYPE,nulls_count,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_TABLE,EVENT_TYPE,min_length,2021-05-03 00:00:00,0,0,3000,3000,0,3000,0,0,0,86400
SAMPLE_TABLE,EVENT_TYPE,missing_percent,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_TABLE,NULL_VALUE,nulls_percent,2021-05-03 00:00:00,0,0,100000,100000,0,100000,0,0,0,86400
SAMPLE_WITHOUT_TIME_FILTER,RATING,global__avg_length,2021-05-03 00:00:00,0,0,3053,3053,0,3053,0,0,0,86400
BUY_EVENTS,VALUE1,nulls_percent,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_WITH_ANOMALY,EVENT_TYPE,nulls_count,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_TABLE,---,freshness,2021-05-03 00:00:00,0,0,40765000,40765000,0,40765000,0,0,0,86400
F2DQ_SOURCE_TEST_TABLE,NUMBER,global__stddev,2021-05-03 00:00:00,0,0,3028,3028,0,3028,0,0,0,86400
SAMPLE_WITHOUT_TIME_FILTER,RATING,global__missing_percent,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
BUY_EVENTS,EVENT_TYPE,min_length,2021-05-03 00:00:00,0,0,3000,3000,0,3000,0,0,0,86400
SAMPLE_TABLE,VALUE1,nulls_percent,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
BUY_EVENTS,VALUE2,nulls_percent,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_TABLE,VALUE1,variance,2021-05-03 00:00:00,707,674,2491667,2425000,94281,2425000,66667,66667,66667,86400
F2DQ_SOURCE_TEST_TABLE,---,global__row_count,2021-05-03 00:00:00,0,0,10000,10000,0,10000,0,0,0,86400
BUY_EVENTS,---,my_distinct_table_rows,2021-05-03 00:00:00,0,0,10000,10000,0,10000,0,0,0,86400
SAMPLE_WITHOUT_TIME_FILTER,---,global__row_count,2021-05-03 00:00:00,0,0,19000,19000,0,19000,0,0,0,86400
SAMPLE_TABLE,EVENT_TYPE,match_regex,2021-05-03 00:00:00,-707,-674,0,500,707,500,500,500,500,86400
SAMPLE_WITHOUT_TIME_FILTER,RENTAL_RATE,global__diff,2021-05-03 00:00:00,0,0,4000,4000,0,4000,0,0,0,86400
BUY_EVENTS,VALUE2,diff,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
F2DQ_SOURCE_TEST_TABLE,NUMBER,global__avg,2021-05-03 00:00:00,0,0,5500,5500,0,5500,0,0,0,86400
SAMPLE_TABLE,VALUE2,min,2021-05-03 00:00:00,0,0,109000,109000,0,109000,0,0,0,86400
SAMPLE_WITHOUT_TIME_FILTER,TITLE,global__max_length,2021-05-03 00:00:00,0,0,17000,17000,0,17000,0,0,0,86400
SAMPLE_WITH_ANOMALY,VALUE1,min,2021-05-03 00:00:00,-707,-674,98000,102500,6364,102500,4500,4500,4500,86400
SAMPLE_WITH_ANOMALY,VALUE2,max,2021-05-03 00:00:00,707,674,205000,202500,3536,202500,2500,2500,2500,86400
SAMPLE_WITH_ANOMALY,VALUE2,diff,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_TABLE,EVENT_TYPE,not_match_regex_percent,2021-05-03 00:00:00,-707,-674,0,12500,17678,12500,12500,12500,12500,86400
SAMPLE_TABLE,---,distinct_table_rows,2021-05-03 00:00:00,0,0,4000,4000,0,4000,0,0,0,86400
SAMPLE_WITHOUT_TIME_FILTER,RATING,global__missing_count,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_WITH_ANOMALY,VALUE2,nulls_count,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
F2DQ_SOURCE_TEST_TABLE,DESCRIPTION,global__nulls_percent,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_TABLE,VALUE2,stddev,2021-05-03 00:00:00,0,0,47975,47975,0,47975,0,0,0,86400
SAMPLE_WITHOUT_TIME_FILTER,RENTAL_RATE,global__min,2021-05-03 00:00:00,0,0,990,990,0,990,0,0,0,86400
BUY_EVENTS,VALUE2,max,2021-05-03 00:00:00,707,674,205000,202500,3536,202500,2500,2500,2500,86400
SAMPLE_WITHOUT_TIME_FILTER,---,global__my_distinct_table_rows,2021-05-03 00:00:00,0,0,19000,19000,0,19000,0,0,0,86400
F2DQ_SOURCE_TEST_TABLE,DESCRIPTION,global__avg_length,2021-05-03 00:00:00,0,0,3900,3900,0,3900,0,0,0,86400
SAMPLE_WITH_ANOMALY,VALUE1,avg,2021-05-03 00:00:00,-707,-674,98000,102500,6364,102500,4500,4500,4500,86400
SAMPLE_TABLE,VALUE2,variance,2021-05-03 00:00:00,0,0,2301583,2301583,0,2301583,0,0,0,86400
SAMPLE_WITHOUT_TIME_FILTER,TITLE,global__missing_count,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_WITH_ANOMALY,EVENT_TYPE,missing_count,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
BUY_EVENTS,VALUE1,nulls_count,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_WITHOUT_TIME_FILTER,RENTAL_RATE,global__max,2021-05-03 00:00:00,0,0,4990,4990,0,4990,0,0,0,86400
SAMPLE_WITH_ANOMALY,---,my_distinct_table_rows,2021-05-03 00:00:00,0,0,12000,12000,0,12000,0,0,0,86400
BUY_EVENTS,VALUE1,diff,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_WITHOUT_TIME_FILTER,RENTAL_RATE,global__variance,2021-05-03 00:00:00,0,0,2784,2784,0,2784,0,0,0,86400
SAMPLE_TABLE,EVENT_TYPE,duplicate_values,2021-05-03 00:00:00,0,0,1000,1000,0,1000,0,0,0,86400
SAMPLE_TABLE,NULL_VALUE,nulls_count,2021-05-03 00:00:00,0,0,4000,4000,0,4000,0,0,0,86400
F2DQ_SOURCE_TEST_TABLE,NUMBER,global__nulls_count,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
F2DQ_SOURCE_TEST_TABLE,DESCRIPTION,global__nulls_count,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
F2DQ_SOURCE_TEST_TABLE,NUMBER,global__variance,2021-05-03 00:00:00,0,0,9167,9167,0,9167,0,0,0,86400
SAMPLE_TABLE,EVENT_TYPE,avg_length,2021-05-03 00:00:00,-707,-674,3000,3125,177,3125,125,125,125,86400
F2DQ_SOURCE_TEST_TABLE,NUMBER,global__min,2021-05-03 00:00:00,0,0,1000,1000,0,1000,0,0,0,86400
F2DQ_SOURCE_TEST_TABLE,DESCRIPTION,global__missing_count,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_WITHOUT_TIME_FILTER,RENTAL_RATE,global__avg,2021-05-03 00:00:00,0,0,3306,3306,0,3306,0,0,0,86400
BUY_EVENTS,VALUE1,avg,2021-05-03 00:00:00,-707,-674,98000,102500,6364,102500,4500,4500,4500,86400
SAMPLE_WITH_ANOMALY,VALUE2,min,2021-05-03 00:00:00,707,674,205000,202500,3536,202500,2500,2500,2500,86400
F2DQ_SOURCE_TEST_TABLE,NUMBER,global__nulls_percent,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_TABLE,EVENT_TYPE,not_match_regex,2021-05-03 00:00:00,-707,-674,0,500,707,500,500,500,500,86400
BUY_EVENTS,VALUE1,max,2021-05-03 00:00:00,-707,-674,98000,102500,6364,102500,4500,4500,4500,86400
SAMPLE_TABLE,VALUE1,stddev,2021-05-03 00:00:00,707,674,49917,49240,957,49240,677,677,677,86400
BUY_EVENTS,VALUE1,min,2021-05-03 00:00:00,-707,-674,98000,102500,6364,102500,4500,4500,4500,86400
SAMPLE_WITH_ANOMALY,VALUE2,nulls_percent,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_TABLE,---,my_custom_table_metric,2021-05-03 00:00:00,0,0,1000000,1000000,0,1000000,0,0,0,86400
BUY_EVENTS,EVENT_TYPE,max_length,2021-05-03 00:00:00,0,0,3000,3000,0,3000,0,0,0,86400
SAMPLE_WITH_ANOMALY,EVENT_TYPE,avg_length,2021-05-03 00:00:00,0,0,3000,3000,0,3000,0,0,0,86400
SAMPLE_WITHOUT_TIME_FILTER,TITLE,global__nulls_percent,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_WITHOUT_TIME_FILTER,TITLE,global__nulls_count,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_WITH_ANOMALY,VALUE1,max,2021-05-03 00:00:00,-707,-674,98000,102500,6364,102500,4500,4500,4500,86400
SAMPLE_TABLE,---,my_distinct_table_rows,2021-05-03 00:00:00,0,0,9000,9000,0,9000,0,0,0,86400
SAMPLE_TABLE,---,row_count,2021-05-03 00:00:00,0,0,4000,4000,0,4000,0,0,0,86400
SAMPLE_TABLE,VALUE2,max,2021-05-03 00:00:00,0,0,209000,209000,0,209000,0,0,0,86400
SAMPLE_WITH_ANOMALY,VALUE1,diff,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_WITH_ANOMALY,EVENT_TYPE,nulls_percent,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
BUY_EVENTS,EVENT_TYPE,avg_length,2021-05-03 00:00:00,0,0,3000,3000,0,3000,0,0,0,86400
SAMPLE_TABLE,VALUE1,diff,2021-05-03 00:00:00,707,674,110000,105000,7071,105000,5000,5000,5000,86400
F2DQ_SOURCE_TEST_TABLE,DESCRIPTION,global__missing_percent,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_WITHOUT_TIME_FILTER,TITLE,global__missing_percent,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_TABLE,VALUE1,min,2021-05-03 00:00:00,0,0,100000,100000,0,100000,0,0,0,86400
SAMPLE_TABLE,EVENT_TYPE,regex_test,2021-05-03 00:00:00,0,0,4000,4000,0,4000,0,0,0,86400
SAMPLE_TABLE,EVENT_TYPE,nulls_percent,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_WITHOUT_TIME_FILTER,RATING,global__min_length,2021-05-03 00:00:00,0,0,1000,1000,0,1000,0,0,0,86400
SAMPLE_WITHOUT_TIME_FILTER,TITLE,global__min_length,2021-05-03 00:00:00,0,0,10000,10000,0,10000,0,0,0,86400
SAMPLE_WITH_ANOMALY,VALUE1,nulls_percent,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
F2DQ_SOURCE_TEST_TABLE,NUMBER,global__max,2021-05-03 00:00:00,0,0,10000,10000,0,10000,0,0,0,86400
SAMPLE_WITH_ANOMALY,EVENT_TYPE,missing_percent,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_TABLE,VALUE2,nulls_percent,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_WITH_ANOMALY,VALUE2,avg,2021-05-03 00:00:00,707,674,205000,202500,3536,202500,2500,2500,2500,86400
BUY_EVENTS,---,freshness,2021-05-03 00:00:00,-707,-674,41065000,41186500,171827,41186500,121500,121500,121500,86400
BUY_EVENTS,VALUE2,avg,2021-05-03 00:00:00,707,674,205000,202500,3536,202500,2500,2500,2500,86400
BUY_EVENTS,---,row_count,2021-05-03 00:00:00,0,0,1000,1000,0,1000,0,0,0,86400
SAMPLE_WITH_ANOMALY,---,freshness,2021-05-03 00:00:00,-707,-674,41065000,41186500,171827,41186500,121500,121500,121500,86400
SAMPLE_WITHOUT_TIME_FILTER,RATING,global__max_length,2021-05-03 00:00:00,0,0,5000,5000,0,5000,0,0,0,86400
SAMPLE_WITH_ANOMALY,EVENT_TYPE,min_length,2021-05-03 00:00:00,0,0,3000,3000,0,3000,0,0,0,86400
SAMPLE_TABLE,EVENT_TYPE,match_regex_percent,2021-05-03 00:00:00,-707,-674,0,12500,17678,12500,12500,12500,12500,86400
SAMPLE_WITH_ANOMALY,EVENT_TYPE,max_length,2021-05-03 00:00:00,0,0,3000,3000,0,3000,0,0,0,86400
SAMPLE_WITHOUT_TIME_FILTER,RENTAL_RATE,global__stddev,2021-05-03 00:00:00,0,0,1668,1668,0,1668,0,0,0,86400
SAMPLE_TABLE,VALUE1,max,2021-05-03 00:00:00,707,674,210000,205000,7071,205000,5000,5000,5000,86400
SAMPLE_TABLE,VALUE2,avg,2021-05-03 00:00:00,0,0,180750,180750,0,180750,0,0,0,86400
SAMPLE_WITH_ANOMALY,VALUE1,nulls_count,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
F2DQ_SOURCE_TEST_TABLE,DESCRIPTION,global__min_length,2021-05-03 00:00:00,0,0,3000,3000,0,3000,0,0,0,86400
SAMPLE_TABLE,VALUE1,nulls_count,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
BUY_EVENTS,EVENT_TYPE,nulls_count,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
BUY_EVENTS,EVENT_TYPE,missing_percent,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
BUY_EVENTS,EVENT_TYPE,missing_count,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_WITHOUT_TIME_FILTER,RATING,global__nulls_percent,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
BUY_EVENTS,VALUE2,nulls_count,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
F2DQ_SOURCE_TEST_TABLE,NUMBER,global__diff,2021-05-03 00:00:00,0,0,9000,9000,0,9000,0,0,0,86400
SAMPLE_WITHOUT_TIME_FILTER,RATING,global__nulls_count,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
BUY_EVENTS,VALUE2,min,2021-05-03 00:00:00,707,674,205000,202500,3536,202500,2500,2500,2500,86400
F2DQ_SOURCE_TEST_TABLE,DESCRIPTION,global__max_length,2021-05-03 00:00:00,0,0,5000,5000,0,5000,0,0,0,86400
SAMPLE_WITHOUT_TIME_FILTER,RENTAL_RATE,global__nulls_count,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_TABLE,VALUE2,nulls_count,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_TABLE,EVENT_TYPE,duplicate_rows,2021-05-03 00:00:00,707,674,4000,3500,707,3500,500,500,500,86400
F2DQ_SOURCE_TEST_TABLE,---,global__my_distinct_table_rows,2021-05-03 00:00:00,0,0,10000,10000,0,10000,0,0,0,86400
SAMPLE_TABLE,VALUE2,diff,2021-05-03 00:00:00,0,0,100000,100000,0,100000,0,0,0,86400
SAMPLE_WITHOUT_TIME_FILTER,RENTAL_RATE,global__nulls_percent,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
SAMPLE_WITH_ANOMALY,---,row_count,2021-05-03 00:00:00,0,0,1000,1000,0,1000,0,0,0,86400
SAMPLE_TABLE,EVENT_TYPE,unique_rows,2021-05-03 00:00:00,-707,-674,0,500,707,500,500,500,500,86400
SAMPLE_TABLE,VALUE1,avg,2021-05-03 00:00:00,707,674,142500,135000,10607,135000,7500,7500,7500,86400
SAMPLE_TABLE,EVENT_TYPE,missing_count,2021-05-03 00:00:00,0,0,0,0,0,0,0,0,0,86400
1 table_name column_name metric time_window_end z_score_value modified_z_score_value last_value last_avg last_stddev last_median last_iqr last_median_absolute_deviation last_mean_absolute_deviation interval_length_sec
2 SAMPLE_WITHOUT_TIME_FILTER TITLE global__avg_length 2021-05-03 00:00:00 0 0 14105 14105 0 14105 0 0 0 86400
3 SAMPLE_TABLE EVENT_TYPE distinct_values 2021-05-03 00:00:00 -707 -674 1000 1500 707 1500 500 500 500 86400
4 BUY_EVENTS EVENT_TYPE nulls_percent 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
5 SAMPLE_TABLE EVENT_TYPE max_length 2021-05-03 00:00:00 -707 -674 3000 3500 707 3500 500 500 500 86400
6 SAMPLE_TABLE EVENT_TYPE nulls_count 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
7 SAMPLE_TABLE EVENT_TYPE min_length 2021-05-03 00:00:00 0 0 3000 3000 0 3000 0 0 0 86400
8 SAMPLE_TABLE EVENT_TYPE missing_percent 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
9 SAMPLE_TABLE NULL_VALUE nulls_percent 2021-05-03 00:00:00 0 0 100000 100000 0 100000 0 0 0 86400
10 SAMPLE_WITHOUT_TIME_FILTER RATING global__avg_length 2021-05-03 00:00:00 0 0 3053 3053 0 3053 0 0 0 86400
11 BUY_EVENTS VALUE1 nulls_percent 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
12 SAMPLE_WITH_ANOMALY EVENT_TYPE nulls_count 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
13 SAMPLE_TABLE --- freshness 2021-05-03 00:00:00 0 0 40765000 40765000 0 40765000 0 0 0 86400
14 F2DQ_SOURCE_TEST_TABLE NUMBER global__stddev 2021-05-03 00:00:00 0 0 3028 3028 0 3028 0 0 0 86400
15 SAMPLE_WITHOUT_TIME_FILTER RATING global__missing_percent 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
16 BUY_EVENTS EVENT_TYPE min_length 2021-05-03 00:00:00 0 0 3000 3000 0 3000 0 0 0 86400
17 SAMPLE_TABLE VALUE1 nulls_percent 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
18 BUY_EVENTS VALUE2 nulls_percent 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
19 SAMPLE_TABLE VALUE1 variance 2021-05-03 00:00:00 707 674 2491667 2425000 94281 2425000 66667 66667 66667 86400
20 F2DQ_SOURCE_TEST_TABLE --- global__row_count 2021-05-03 00:00:00 0 0 10000 10000 0 10000 0 0 0 86400
21 BUY_EVENTS --- my_distinct_table_rows 2021-05-03 00:00:00 0 0 10000 10000 0 10000 0 0 0 86400
22 SAMPLE_WITHOUT_TIME_FILTER --- global__row_count 2021-05-03 00:00:00 0 0 19000 19000 0 19000 0 0 0 86400
23 SAMPLE_TABLE EVENT_TYPE match_regex 2021-05-03 00:00:00 -707 -674 0 500 707 500 500 500 500 86400
24 SAMPLE_WITHOUT_TIME_FILTER RENTAL_RATE global__diff 2021-05-03 00:00:00 0 0 4000 4000 0 4000 0 0 0 86400
25 BUY_EVENTS VALUE2 diff 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
26 F2DQ_SOURCE_TEST_TABLE NUMBER global__avg 2021-05-03 00:00:00 0 0 5500 5500 0 5500 0 0 0 86400
27 SAMPLE_TABLE VALUE2 min 2021-05-03 00:00:00 0 0 109000 109000 0 109000 0 0 0 86400
28 SAMPLE_WITHOUT_TIME_FILTER TITLE global__max_length 2021-05-03 00:00:00 0 0 17000 17000 0 17000 0 0 0 86400
29 SAMPLE_WITH_ANOMALY VALUE1 min 2021-05-03 00:00:00 -707 -674 98000 102500 6364 102500 4500 4500 4500 86400
30 SAMPLE_WITH_ANOMALY VALUE2 max 2021-05-03 00:00:00 707 674 205000 202500 3536 202500 2500 2500 2500 86400
31 SAMPLE_WITH_ANOMALY VALUE2 diff 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
32 SAMPLE_TABLE EVENT_TYPE not_match_regex_percent 2021-05-03 00:00:00 -707 -674 0 12500 17678 12500 12500 12500 12500 86400
33 SAMPLE_TABLE --- distinct_table_rows 2021-05-03 00:00:00 0 0 4000 4000 0 4000 0 0 0 86400
34 SAMPLE_WITHOUT_TIME_FILTER RATING global__missing_count 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
35 SAMPLE_WITH_ANOMALY VALUE2 nulls_count 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
36 F2DQ_SOURCE_TEST_TABLE DESCRIPTION global__nulls_percent 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
37 SAMPLE_TABLE VALUE2 stddev 2021-05-03 00:00:00 0 0 47975 47975 0 47975 0 0 0 86400
38 SAMPLE_WITHOUT_TIME_FILTER RENTAL_RATE global__min 2021-05-03 00:00:00 0 0 990 990 0 990 0 0 0 86400
39 BUY_EVENTS VALUE2 max 2021-05-03 00:00:00 707 674 205000 202500 3536 202500 2500 2500 2500 86400
40 SAMPLE_WITHOUT_TIME_FILTER --- global__my_distinct_table_rows 2021-05-03 00:00:00 0 0 19000 19000 0 19000 0 0 0 86400
41 F2DQ_SOURCE_TEST_TABLE DESCRIPTION global__avg_length 2021-05-03 00:00:00 0 0 3900 3900 0 3900 0 0 0 86400
42 SAMPLE_WITH_ANOMALY VALUE1 avg 2021-05-03 00:00:00 -707 -674 98000 102500 6364 102500 4500 4500 4500 86400
43 SAMPLE_TABLE VALUE2 variance 2021-05-03 00:00:00 0 0 2301583 2301583 0 2301583 0 0 0 86400
44 SAMPLE_WITHOUT_TIME_FILTER TITLE global__missing_count 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
45 SAMPLE_WITH_ANOMALY EVENT_TYPE missing_count 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
46 BUY_EVENTS VALUE1 nulls_count 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
47 SAMPLE_WITHOUT_TIME_FILTER RENTAL_RATE global__max 2021-05-03 00:00:00 0 0 4990 4990 0 4990 0 0 0 86400
48 SAMPLE_WITH_ANOMALY --- my_distinct_table_rows 2021-05-03 00:00:00 0 0 12000 12000 0 12000 0 0 0 86400
49 BUY_EVENTS VALUE1 diff 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
50 SAMPLE_WITHOUT_TIME_FILTER RENTAL_RATE global__variance 2021-05-03 00:00:00 0 0 2784 2784 0 2784 0 0 0 86400
51 SAMPLE_TABLE EVENT_TYPE duplicate_values 2021-05-03 00:00:00 0 0 1000 1000 0 1000 0 0 0 86400
52 SAMPLE_TABLE NULL_VALUE nulls_count 2021-05-03 00:00:00 0 0 4000 4000 0 4000 0 0 0 86400
53 F2DQ_SOURCE_TEST_TABLE NUMBER global__nulls_count 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
54 F2DQ_SOURCE_TEST_TABLE DESCRIPTION global__nulls_count 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
55 F2DQ_SOURCE_TEST_TABLE NUMBER global__variance 2021-05-03 00:00:00 0 0 9167 9167 0 9167 0 0 0 86400
56 SAMPLE_TABLE EVENT_TYPE avg_length 2021-05-03 00:00:00 -707 -674 3000 3125 177 3125 125 125 125 86400
57 F2DQ_SOURCE_TEST_TABLE NUMBER global__min 2021-05-03 00:00:00 0 0 1000 1000 0 1000 0 0 0 86400
58 F2DQ_SOURCE_TEST_TABLE DESCRIPTION global__missing_count 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
59 SAMPLE_WITHOUT_TIME_FILTER RENTAL_RATE global__avg 2021-05-03 00:00:00 0 0 3306 3306 0 3306 0 0 0 86400
60 BUY_EVENTS VALUE1 avg 2021-05-03 00:00:00 -707 -674 98000 102500 6364 102500 4500 4500 4500 86400
61 SAMPLE_WITH_ANOMALY VALUE2 min 2021-05-03 00:00:00 707 674 205000 202500 3536 202500 2500 2500 2500 86400
62 F2DQ_SOURCE_TEST_TABLE NUMBER global__nulls_percent 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
63 SAMPLE_TABLE EVENT_TYPE not_match_regex 2021-05-03 00:00:00 -707 -674 0 500 707 500 500 500 500 86400
64 BUY_EVENTS VALUE1 max 2021-05-03 00:00:00 -707 -674 98000 102500 6364 102500 4500 4500 4500 86400
65 SAMPLE_TABLE VALUE1 stddev 2021-05-03 00:00:00 707 674 49917 49240 957 49240 677 677 677 86400
66 BUY_EVENTS VALUE1 min 2021-05-03 00:00:00 -707 -674 98000 102500 6364 102500 4500 4500 4500 86400
67 SAMPLE_WITH_ANOMALY VALUE2 nulls_percent 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
68 SAMPLE_TABLE --- my_custom_table_metric 2021-05-03 00:00:00 0 0 1000000 1000000 0 1000000 0 0 0 86400
69 BUY_EVENTS EVENT_TYPE max_length 2021-05-03 00:00:00 0 0 3000 3000 0 3000 0 0 0 86400
70 SAMPLE_WITH_ANOMALY EVENT_TYPE avg_length 2021-05-03 00:00:00 0 0 3000 3000 0 3000 0 0 0 86400
71 SAMPLE_WITHOUT_TIME_FILTER TITLE global__nulls_percent 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
72 SAMPLE_WITHOUT_TIME_FILTER TITLE global__nulls_count 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
73 SAMPLE_WITH_ANOMALY VALUE1 max 2021-05-03 00:00:00 -707 -674 98000 102500 6364 102500 4500 4500 4500 86400
74 SAMPLE_TABLE --- my_distinct_table_rows 2021-05-03 00:00:00 0 0 9000 9000 0 9000 0 0 0 86400
75 SAMPLE_TABLE --- row_count 2021-05-03 00:00:00 0 0 4000 4000 0 4000 0 0 0 86400
76 SAMPLE_TABLE VALUE2 max 2021-05-03 00:00:00 0 0 209000 209000 0 209000 0 0 0 86400
77 SAMPLE_WITH_ANOMALY VALUE1 diff 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
78 SAMPLE_WITH_ANOMALY EVENT_TYPE nulls_percent 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
79 BUY_EVENTS EVENT_TYPE avg_length 2021-05-03 00:00:00 0 0 3000 3000 0 3000 0 0 0 86400
80 SAMPLE_TABLE VALUE1 diff 2021-05-03 00:00:00 707 674 110000 105000 7071 105000 5000 5000 5000 86400
81 F2DQ_SOURCE_TEST_TABLE DESCRIPTION global__missing_percent 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
82 SAMPLE_WITHOUT_TIME_FILTER TITLE global__missing_percent 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
83 SAMPLE_TABLE VALUE1 min 2021-05-03 00:00:00 0 0 100000 100000 0 100000 0 0 0 86400
84 SAMPLE_TABLE EVENT_TYPE regex_test 2021-05-03 00:00:00 0 0 4000 4000 0 4000 0 0 0 86400
85 SAMPLE_TABLE EVENT_TYPE nulls_percent 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
86 SAMPLE_WITHOUT_TIME_FILTER RATING global__min_length 2021-05-03 00:00:00 0 0 1000 1000 0 1000 0 0 0 86400
87 SAMPLE_WITHOUT_TIME_FILTER TITLE global__min_length 2021-05-03 00:00:00 0 0 10000 10000 0 10000 0 0 0 86400
88 SAMPLE_WITH_ANOMALY VALUE1 nulls_percent 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
89 F2DQ_SOURCE_TEST_TABLE NUMBER global__max 2021-05-03 00:00:00 0 0 10000 10000 0 10000 0 0 0 86400
90 SAMPLE_WITH_ANOMALY EVENT_TYPE missing_percent 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
91 SAMPLE_TABLE VALUE2 nulls_percent 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
92 SAMPLE_WITH_ANOMALY VALUE2 avg 2021-05-03 00:00:00 707 674 205000 202500 3536 202500 2500 2500 2500 86400
93 BUY_EVENTS --- freshness 2021-05-03 00:00:00 -707 -674 41065000 41186500 171827 41186500 121500 121500 121500 86400
94 BUY_EVENTS VALUE2 avg 2021-05-03 00:00:00 707 674 205000 202500 3536 202500 2500 2500 2500 86400
95 BUY_EVENTS --- row_count 2021-05-03 00:00:00 0 0 1000 1000 0 1000 0 0 0 86400
96 SAMPLE_WITH_ANOMALY --- freshness 2021-05-03 00:00:00 -707 -674 41065000 41186500 171827 41186500 121500 121500 121500 86400
97 SAMPLE_WITHOUT_TIME_FILTER RATING global__max_length 2021-05-03 00:00:00 0 0 5000 5000 0 5000 0 0 0 86400
98 SAMPLE_WITH_ANOMALY EVENT_TYPE min_length 2021-05-03 00:00:00 0 0 3000 3000 0 3000 0 0 0 86400
99 SAMPLE_TABLE EVENT_TYPE match_regex_percent 2021-05-03 00:00:00 -707 -674 0 12500 17678 12500 12500 12500 12500 86400
100 SAMPLE_WITH_ANOMALY EVENT_TYPE max_length 2021-05-03 00:00:00 0 0 3000 3000 0 3000 0 0 0 86400
101 SAMPLE_WITHOUT_TIME_FILTER RENTAL_RATE global__stddev 2021-05-03 00:00:00 0 0 1668 1668 0 1668 0 0 0 86400
102 SAMPLE_TABLE VALUE1 max 2021-05-03 00:00:00 707 674 210000 205000 7071 205000 5000 5000 5000 86400
103 SAMPLE_TABLE VALUE2 avg 2021-05-03 00:00:00 0 0 180750 180750 0 180750 0 0 0 86400
104 SAMPLE_WITH_ANOMALY VALUE1 nulls_count 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
105 F2DQ_SOURCE_TEST_TABLE DESCRIPTION global__min_length 2021-05-03 00:00:00 0 0 3000 3000 0 3000 0 0 0 86400
106 SAMPLE_TABLE VALUE1 nulls_count 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
107 BUY_EVENTS EVENT_TYPE nulls_count 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
108 BUY_EVENTS EVENT_TYPE missing_percent 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
109 BUY_EVENTS EVENT_TYPE missing_count 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
110 SAMPLE_WITHOUT_TIME_FILTER RATING global__nulls_percent 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
111 BUY_EVENTS VALUE2 nulls_count 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
112 F2DQ_SOURCE_TEST_TABLE NUMBER global__diff 2021-05-03 00:00:00 0 0 9000 9000 0 9000 0 0 0 86400
113 SAMPLE_WITHOUT_TIME_FILTER RATING global__nulls_count 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
114 BUY_EVENTS VALUE2 min 2021-05-03 00:00:00 707 674 205000 202500 3536 202500 2500 2500 2500 86400
115 F2DQ_SOURCE_TEST_TABLE DESCRIPTION global__max_length 2021-05-03 00:00:00 0 0 5000 5000 0 5000 0 0 0 86400
116 SAMPLE_WITHOUT_TIME_FILTER RENTAL_RATE global__nulls_count 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
117 SAMPLE_TABLE VALUE2 nulls_count 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
118 SAMPLE_TABLE EVENT_TYPE duplicate_rows 2021-05-03 00:00:00 707 674 4000 3500 707 3500 500 500 500 86400
119 F2DQ_SOURCE_TEST_TABLE --- global__my_distinct_table_rows 2021-05-03 00:00:00 0 0 10000 10000 0 10000 0 0 0 86400
120 SAMPLE_TABLE VALUE2 diff 2021-05-03 00:00:00 0 0 100000 100000 0 100000 0 0 0 86400
121 SAMPLE_WITHOUT_TIME_FILTER RENTAL_RATE global__nulls_percent 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
122 SAMPLE_WITH_ANOMALY --- row_count 2021-05-03 00:00:00 0 0 1000 1000 0 1000 0 0 0 86400
123 SAMPLE_TABLE EVENT_TYPE unique_rows 2021-05-03 00:00:00 -707 -674 0 500 707 500 500 500 500 86400
124 SAMPLE_TABLE VALUE1 avg 2021-05-03 00:00:00 707 674 142500 135000 10607 135000 7500 7500 7500 86400
125 SAMPLE_TABLE EVENT_TYPE missing_count 2021-05-03 00:00:00 0 0 0 0 0 0 0 0 0 86400
integration_tests/seeds/monitoring/sample_table.csv
+10
View File
@@ -0,0 +1,10 @@
creation_time,update_time,event_type,value1,value2,null_value,not_used_colum
2021-04-30 12:40:35,,buy,100,109,,1
2021-05-01 12:31:32,,buy,100,200,,1
2021-05-01 12:35:35,,buy,110,205,,1
2021-05-01 12:40:35,,sell,200,209,,1
2021-05-01 12:40:35,2021-05-01 12:40:37,buy,100,109,,1
2021-05-02 12:31:32,,buy,110,200,,1
2021-05-02 12:35:35,,buy,150,205,,1
2021-05-02 12:40:35,,buy,210,209,,1
2021-05-02 12:40:35,,buy,100,109,,1
1 creation_time update_time event_type value1 value2 null_value not_used_colum
2 2021-04-30 12:40:35 buy 100 109 1
3 2021-05-01 12:31:32 buy 100 200 1
4 2021-05-01 12:35:35 buy 110 205 1
5 2021-05-01 12:40:35 sell 200 209 1
6 2021-05-01 12:40:35 2021-05-01 12:40:37 buy 100 109 1
7 2021-05-02 12:31:32 buy 110 200 1
8 2021-05-02 12:35:35 buy 150 205 1
9 2021-05-02 12:40:35 buy 210 209 1
10 2021-05-02 12:40:35 buy 100 109 1
integration_tests/seeds/monitoring/sample_with_anomaly.csv
+13
View File
@@ -0,0 +1,13 @@
creation_time,event_type,value1,value2
2021-04-30 12:40:35,buy,101,109
2021-05-01 12:31:32,buy,107,200
2021-05-02 12:35:35,buy,98,205
2021-05-03 12:40:35,sell,108,209
2021-05-04 12:40:35,buy,100,109
2021-05-05 12:31:32,buy,110,200
2021-05-06 12:35:35,buy,99,205
2021-05-07 12:40:35,buy,94,209
2021-05-08 12:40:35,buy,104,109
2021-05-09 12:31:32,buy,10,200
2021-05-10 12:35:35,buy,23,205
2021-05-11 12:40:35,sell,10,209
1 creation_time event_type value1 value2
2 2021-04-30 12:40:35 buy 101 109
3 2021-05-01 12:31:32 buy 107 200
4 2021-05-02 12:35:35 buy 98 205
5 2021-05-03 12:40:35 sell 108 209
6 2021-05-04 12:40:35 buy 100 109
7 2021-05-05 12:31:32 buy 110 200
8 2021-05-06 12:35:35 buy 99 205
9 2021-05-07 12:40:35 buy 94 209
10 2021-05-08 12:40:35 buy 104 109
11 2021-05-09 12:31:32 buy 10 200
12 2021-05-10 12:35:35 buy 23 205
13 2021-05-11 12:40:35 sell 10 209
integration_tests/seeds/monitoring/sample_without_time_filter.csv
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title,rental_rate,rating
Academy Dinosaur,0.99,PG-13
Alamo Videotape,0.99,G
Affair Prejudice,2.99,G
African Egg,2.99,G
Ace Goldfinger,4.99,G
Alice Fantasia,0.99,NC-17
Adaptation Holes,2.99,NC-17
Alien Center,2.99,NC-17
Aladdin Calendar,4.99,NC-17
Chamber Italian,4.99,NC-17
Alaska Phantom,0.99,PG
Agent Truman,2.99,PG
Ali Forever,4.99,PG
Alabama Devil,2.99,PG-13
Bright Encounters,4.99,PG-13
Airplane Sierra,4.99,PG-13
Date Speed,0.99,R
Grosse Wonderful,4.99,R
Airport Pollock,4.99,R
1 title rental_rate rating
2 Academy Dinosaur 0.99 PG-13
3 Alamo Videotape 0.99 G
4 Affair Prejudice 2.99 G
5 African Egg 2.99 G
6 Ace Goldfinger 4.99 G
7 Alice Fantasia 0.99 NC-17
8 Adaptation Holes 2.99 NC-17
9 Alien Center 2.99 NC-17
10 Aladdin Calendar 4.99 NC-17
11 Chamber Italian 4.99 NC-17
12 Alaska Phantom 0.99 PG
13 Agent Truman 2.99 PG
14 Ali Forever 4.99 PG
15 Alabama Devil 2.99 PG-13
16 Bright Encounters 4.99 PG-13
17 Airplane Sierra 4.99 PG-13
18 Date Speed 0.99 R
19 Grosse Wonderful 4.99 R
20 Airport Pollock 4.99 R