data-testing

There are 0 repository under data-testing topic.

• soda-core

  sodadata / soda-core

  :zap: Data quality testing for the modern data stack (SQL, Spark, and Pandas) https://www.soda.io

  pythondata-engineeringdata-governancedata-monitoringdata-observabilitydata-profilingdata-qualitydata-quality-checksdata-quality-monitoringdata-reliabilitydata-testingdata-unit-testsdata-validationdataqualitydatatestingdbtpipeline-testingsnowflakedata-quality-testingdata-contracts
  Language:Python 1831

• re-data / re-data

  re_data - fix data issues before your users & CEO would discover them 😊

  data-monitoringdata-analysisdata-qualitydata-quality-monitoringopen-source-toolingdata-observabilitydataqualitydata-testingdata-quality-checksdbtdbt-packagesdata-reliability
  Language:HTML 1532
• piperider

  InfuseAI / piperider

  Code review for data in dbt

  data-pipelinedata-profilingdata-qualitydata-sciencedata-explorationedaexploratory-data-analysisdata-testingpythondata-observabilitydata-profilerdata-reliabilitydata-visualizationdbtdbt-metricscode-reviewreportingpull-requestscontinuous-integration
  Language:Python 475

• LukaszLapaj / software-testing-resource-pack

  Various files useful for manual testing and test automation etc.

  quality-assurancesoftware-testingsoftware-qualityresource-packtestingtesting-toolsui-teststest-dataresourcesfront-end-testingmanual-testingbootstrappingbackend-testingdata-testingtest-automatione2e-testingapi-testinge2e-tests
  164

• astronomer / airflow-provider-great-expectations

  Great Expectations Airflow operator

  data-scienceairflow-operatorsdata-qualitydata-testingairflowairflow-providers
  Language:Python 156

• re-data / dbt-re-data

  re_data - fix data issues before your users & CEO would discover them 😊

  data-qualitydbtdata-monitoringdata-observabilitydata-testingdbt-packagessql
  Language:Python 96

• sodadata / soda-spark

  Soda Spark is a PySpark library that helps you with testing your data in Spark Dataframes

  sparkpysparkdata-engineeringdata-qualitydata-observabilitydata-testingsoda-sqlpython
  Language:Python 63
• dataops-testgen

  DataKitchen / dataops-testgen

  DataOps TestGen is part of DataKitchen's Open Source Data Observability. DataOps TestGen delivers simple, fast data quality test generation and execution by data profiling,  new dataset screening and hygiene review, algorithmic generation of data quality validation tests, ongoing testing of new data refreshes, & continuous data anomaly monitoring

  datadata-engineeringdata-observabilitydata-qualitydata-sciencedata-testingdatacheckerdataprofilingdataqualitydatavalidationself-hosteddataopsmssqlpostgresqlpythonredshiftsnowflake
  Language:Python 27
• data-caterer

  data-catering / data-caterer

  Test data management tool for any data source, batch or real-time

  data-generationdata-testdata-testingdata-validationtesting-automationdata-qualitydata-cleaningtest-data-generatortest-data-managementautomated-test-generationdata-contractstest-environment
  Language:Scala 24

• sodadata / soda-github-action

  :zap: Prevent downstream data quality issues by integrating the Soda Library into your CI/CD pipeline.

  data-engineeringdata-monitoringdata-observabilitydata-qualitydata-quality-checksdata-quality-monitoringdata-quality-testingdata-reliabilitydata-testingdata-unit-testsdata-validationdataqualitydatatestingpipeline-testingsnowflake
  Language:Python 11

• serialbandicoot / great-assertions

  This library is inspired by the Great Expectations library. The library has made the various expectations found in Great Expectations available when using the inbuilt python unittest assertions.

  testinggreat-expectationspython3databrickspythondata-sciencejupyter-notebookquality-assurancedata-testing
  Language:Python 10

• neonexus / fixted

  Simple DB Fixtures for Sails.js v1 (fake data for testing).

  testingfixturesdatabase-testingfixtures-replacementsailssailsjsdata-testingmodel-testing
  Language:JavaScript 5

• andrjas / data_check

  data and pipeline testing with and for SQL

  data-engineeringdata-qualitydata-testingdata-unit-testsdatabasedataqualitypipelinesqldata-validation
  Language:Python 4

• ericmjl / software-testing-open-source-and-data-science

  Software Testing in Open Source and Data Science: A talk delivered at the Data Umbrella speaker series

  data-sciencedata-testingmachine-learning-testingsoftware-testingtesting
  4

• pflooky / data-caterer

  Data generation and validation tool for any data source

  data-generationdata-validationdata-qualitydata-testing
  Language:Scala 4
• data-caterer-example

  data-catering / data-caterer-example

  Example API implementation for Data Caterer

  batchdata-contractsdata-engineeringdata-gendata-generationdata-generatordata-qualitydata-testdata-testingdata-validationdata-validatorjavametadata-drivenreal-timescalatesting-automationyaml
  Language:Scala 3

• pflooky / data-caterer-docs

  Documentation for Data Caterer

  data-testingdata-validationdatagenerationdatageneratormetadatascalaschema-validationsynthetic-data
  Language:HTML 2

• pflooky / data-caterer-example

  Example API implementation for Data Caterer

  data-generationdata-generatordata-profilerdata-profilingdata-testingdata-validationdatageneratordockerdocker-composehelmjavakubernetesmetadatascalaschema-validationsqlsynthetic-data
  Language:Scala 2

• manoj9788 / spark-etl-tests

  A sample repository showcasing, implementation of testing for ETL pipeline developed with Apache Spark

  scalaetletl-automationdata-testing
  1

• ojasphansekar / Data-Management-Co-op

  National Grid ( Python, SQL Server, SSIS, SSRS, Tableau, Power BI, SQL Server Import Export Wizard, Data Validations, Data Integrations, Data Conversions )

  data-integrationdata-architecturedata-validationdata-analysis-pythondata-testingprocess-flow-diagramdata-modelingdata-mapping
  0

• afairless / kalman_filter

  Translating between two sets of notation for Kalman filters

  controlcontrol-systemsdata-testingfilterfilteringfilterskalman-filtermath-equationspyteststate-space-modelstate-space-modelsstatisticstime-seriestime-series-analysistime-series-forecasting
  Language:HTML

• Balajimohan18 / Sales-Forecasting-Datascience-Project

  Develop a data science project using historical sales data to build a regression model that accurately predicts future sales. Preprocess the dataset, conduct exploratory analysis, select relevant features, and employ regression algorithms for model development. Evaluate model performance, optimize hyperparameters, and provide actionable insights.

  data-analyticsdata-sciencedata-testingdata-visualizationforecastingforecasting-modelsmachine-learningmodel-evaluationpredictive-modelingpythonregression-algorithmssalesforecastscipysklearn-librarysupervised-learning
  Language:Jupyter Notebook

• JayLohokare / pySpark-data-testing-framework

  Dynamic data testing engine based on pySpark

  testing-frameworkdata-testingpysparkdatabricksazure
  Language:Jupyter Notebook

• neha-nayeem / machine-learning-challenge

  This project creates machine learning models capable of classifying candidate exoplanets from the raw dataset from NASA Kepler Space Telescope

  data-testingjupyter-notebookmachine-learningmodelmodel-trainingpredictive-modelingpythonsklearntraining

• shridhar1504 / Sales-Forecasting-Datascience-Project

  Develop a data science project using historical sales data to build a regression model that accurately predicts future sales. Preprocess the dataset, conduct exploratory analysis, select relevant features, and employ regression algorithms for model development. Evaluate model performance, optimize hyperparameters, and provide actionable insights.

  data-analyticsdata-cleaningdata-sciencedata-testingdata-visualizationforecasting-modelsmachinmodel-evaluationmodel-fittingpredictionpredictive-modelingpython3regression-algorithmssklearn-librarysupervised-learningsalesforecast
  Language:Jupyter Notebook

• siawayforward / dbt_about_it

  I'm learning how to use dbt with BigQuery so I can apply that knowledge wherever we end up working. It seems like a good DWH interface tool to know for data transformation and testing, and allows me to solidify concepts of testing in data ops.

  dbtdata-transformationdata-testing
  Language:Python