Fully Utilizing Spark for Data Validation with Fugue and Pandera

Fully Utilizing Spark for Data Validation with Fugue and Pandera

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Intro

1 of 12

1 of 12

Intro

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Fully Utilizing Spark for Data Validation with Fugue and Pandera

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  1. 1 Intro
  2. 2 Case Study
  3. 3 Data Validation
  4. 4 Common Validations
  5. 5 Great Expectations - Detailed Results
  6. 6 Great Expectations - Data Documentation
  7. 7 Pandera-Sample Code
  8. 8 Comparison of Validation Frameworks
  9. 9 Fugue - Basic Code
  10. 10 Combining Fugue and Pandera
  11. 11 Example Data - Food Sloth's Pricing
  12. 12 Validation by Partition

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