great_expectations
v0.5.0
Introduction
Data Contexts
Expectations
Distributional Expectations
Validation
Workflow advantages
Glossary of Expectations
Standard arguments for expectations
result_format
Autoinspection
Using Evaluation Parameters
Custom expectations
Naming conventions
Extending Great Expectations
Changelog and Roadmap
Dataset Module
Data Context Module
great_expectations
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Welcome to Great Expectations!
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Welcome to Great Expectations!
¶
Introduction
What is great_expectations?
Why would I use Great Expectations?
How do I get started?
What expectations are available?
Can I contribute?
How do I learn more?
What’s the best way to get in touch with the Great Expectations team?
Great Expectations doesn’t do X. Is it right for my use case?
Data Contexts
PandasCSVDataContext
SqlAlchemyDataContext
Expectations
Connect-and-expect
Instant feedback
Capture More About Your Data
Saving Expectations
Types of Expectations
Distributional Expectations
Great Expectations’ Philosophy of Distributional Expectations
Partition Objects
Constructing Partition Objects
Distributional Expectations Core Tests
Distributional Expectations Alternatives
Validation
Command-line validation
Deployment patterns
Workflow advantages
Glossary of Expectations
Dataset
Table shape
Missing values, unique values, and types
Sets and ranges
String matching
Datetime and JSON parsing
Aggregate functions
Column pairs
Distributional functions
FileDataAsset
Advanced
¶
Standard arguments for expectations
result_format
include_config
catch_exceptions
meta
mostly
Dataset defaults
result_format
result_format
result_format examples
Behavior for
BOOLEAN_ONLY
Behavior for
BASIC
Behavior for
SUMMARY
Behavior for
COMPLETE
Autoinspection
Using Evaluation Parameters
Custom expectations
The easy way
The hard way
The quick way
Using custom expectations
Naming conventions
Extending Great Expectations
Changelog and Roadmap
Planned Features
v.0.5.0
v.0.4.5
v.0.4.4
v.0.4.3
v.0.4.2
v.0.4.1
v.0.4.0
v.0.3.2
v.0.3.1
v.0.2
Module Docs
¶
Dataset Module
great_expectations.dataset.base
great_expectations.dataset.pandas_dataset
great_expectations.dataset.sqlalchemy_dataset
great_expectations.dataset.util
great_expectations.dataset.autoinspect
Data Context Module
great_expectations.data_context.base
great_expectations.data_context.PandasCSVDataContext
great_expectations.data_context.SqlAlchemyDataContext
Indices and tables
¶
Index
Module Index
Search Page
Read the Docs
v: v0.5.0
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