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awslabs
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deequ
Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
Apache License 2.0
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Exposing Helpful Anomaly Detection Metadata from Anomaly Strategies (ie Anomaly Check Range/Thresholds) through backwards compatible function
#593
arsenalgunnershubert777
opened
2 weeks ago
4
[BUG] Deequ 2.0.7 - Spark CodeGenerator ERROR - Expression is not an rvalue
#592
pawelpinkos
opened
1 month ago
2
Add commits from master branch to release/2.0.8-spark-3.1
#591
eycho-am
closed
1 month ago
0
Add commits from master branch to release/2.0.8-spark-3.2
#590
eycho-am
closed
1 month ago
0
Add commits from master branch to release/2.0.8-spark-3.3
#589
eycho-am
closed
1 month ago
0
Add commits from master branch to release/2.0.8-spark-3.4
#588
eycho-am
closed
1 month ago
0
Add commits from master branch to release/2.0.8-spark-3.5
#587
eycho-am
closed
1 month ago
0
feature/replace-rdd
#586
shriyavanvari
closed
1 month ago
0
Make addAnomalyCheck not requiring State type
#585
zeotuan
opened
2 months ago
0
Refactor add anomaly check
#584
zeotuan
closed
2 months ago
0
[FEATURE] Improve performance of KLLSketch and DataType Analyzer
#583
zeotuan
opened
2 months ago
0
Fix row-level results implementation for Spark versions <3.3
#582
marcantony
closed
2 months ago
1
Backport breeze version upgrade to spark 3.4
#581
zeotuan
closed
1 month ago
2
Implement Features Per Issue 579
#580
jasonhorner
opened
2 months ago
2
[FEATURE] Extend PatternMatch Class to Implement US Postal Code and Phone Number
#579
jasonhorner
opened
2 months ago
0
Updated version in pom.xml to 2.0.8-spark-3.5
#578
mentekid
closed
1 month ago
0
Fix performance of building row-level results
#577
marcantony
closed
3 months ago
6
[BUG] Performance for building row-level results scales poorly with number of checks
#576
marcantony
closed
3 months ago
1
Release cadence?
#575
marcantony
closed
1 month ago
2
fix typo
#574
bojackli
closed
3 months ago
0
Bugfix- isNonNegative and isPositive checks
#573
SagarMoghe
opened
3 months ago
1
CustomAggregator
#572
joshuazexter
closed
4 months ago
2
Add support for Conditional Aggregation Analyzer
#571
joshuazexter
closed
4 months ago
0
Add support for EntityTypes dqdl rule
#570
joshuazexter
closed
4 months ago
0
Optional specification of instance name in CustomSQL analyzer metric.
#569
tylermcdaniel0
closed
6 months ago
0
Add DateTimeMetric, Analyzer and Example
#568
zeotuan
opened
6 months ago
1
Adding Wilson Score Confidence Interval Strategy
#567
zeotuan
closed
6 months ago
5
Why is `Distance` not an analyzer?
#566
CarterFendley
opened
7 months ago
0
[BUG] Row-level filtering marking the records as pass when null values are present in the column
#565
eapframework
opened
7 months ago
0
Configurable RetainCompletenessRule
#564
zeotuan
closed
6 months ago
1
[FEATURE] Support Wilson Score Interval for RetainCompletenessRule
#563
zeotuan
closed
6 months ago
0
Update Breeze version for spark 3.3
#562
zeotuan
closed
1 month ago
0
Updated version in pom.xml to 2.0.7-spark-3.5
#561
rdsharma26
closed
7 months ago
0
Updated version in pom.xml to 2.0.7-spark-3.4
#560
rdsharma26
closed
7 months ago
0
Updated version in pom.xml to 2.0.7-spark-3.3
#559
rdsharma26
closed
7 months ago
0
Updated version in pom.xml to 2.0.7-spark-3.2
#558
rdsharma26
closed
7 months ago
0
Updated version in pom.xml to 2.0.7-spark-3.1
#557
rdsharma26
closed
7 months ago
0
[FEATURE] Extend RatioOfSums to support other aggregations
#556
mentekid
opened
7 months ago
0
Column Count Analyzer and Check
#555
mentekid
closed
7 months ago
0
Question: DQ over time
#554
jonathanapp
opened
7 months ago
0
Fix for satisfies row level results bug
#553
rdsharma26
closed
8 months ago
0
New analyzer, RatioOfSums
#552
scott-gunn
closed
7 months ago
5
Support for Custom SQL Execution in Deequ Library
#551
skarthikbigdata
opened
8 months ago
0
Added RatioOfSums analyzer and tests
#550
scott-gunn
closed
8 months ago
0
Custom user analyzers
#549
sonofagunn
opened
8 months ago
0
[FEATURE] Can we enhance `VerificationSuite` to supports more than one Dataframe?
#548
Sat30
opened
8 months ago
0
[MinLength/MaxLength] Apply filtered row behavior at the row level evaluation
#547
rdsharma26
closed
8 months ago
1
Anomaly Detection: Add Daily Season with Hourly Interval to HoltWinter
#546
zeotuan
closed
8 months ago
5
Fix Breeze dependency conflict in Anomaly Detection Spark 3.4+
#545
zeotuan
closed
7 months ago
8
[BUG] Spark 3.4 and Deequ breeze version conflict
#544
zeotuan
closed
8 months ago
1
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