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whylogs v1 has been launched! Make sure you checkout the the migration guide to ensure a smooth transition
whylogs
v1.6.4
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whylogs
v1.6.4
  • Overview
  • Getting Started
  • Glossary

Features

  • Profiling
  • Writers
  • Data Validation

Examples

  • Examples
  • Datasets
    • Weather Forecast Dataset
      • Weather Forecast Dataset - Usage Example
    • Ecommerce Dataset
      • Ecommerce Dataset - Usage Example
    • Employee Dataset
      • Employee Dataset - Usage Example

Migration Guide

  • Basics
  • Log Rotation

Support

  • License
  • FAQs
  • Usage Statistics

Community

  • Changelog
  • Feedback
  • GitHub
  • Slack

API References

  • API Reference
    • whylogs
      • whylogs.api
        • whylogs.api.fugue
          • whylogs.api.fugue.profiler
          • whylogs.api.fugue.registry
        • whylogs.api.logger
          • whylogs.api.logger.events
            • whylogs.api.logger.events.event
            • whylogs.api.logger.events.file_name
          • whylogs.api.logger.logger
          • whylogs.api.logger.result_set
          • whylogs.api.logger.rolling
          • whylogs.api.logger.segment_cache
          • whylogs.api.logger.segment_processing
          • whylogs.api.logger.transient
        • whylogs.api.reader
          • whylogs.api.reader.local
          • whylogs.api.reader.reader
          • whylogs.api.reader.s3
        • whylogs.api.store
          • whylogs.api.store.local_store
          • whylogs.api.store.profile_store
          • whylogs.api.store.query
          • whylogs.api.store.sqlite_store
        • whylogs.api.whylabs
        • whylogs.api.writer
          • whylogs.api.writer.gcs
          • whylogs.api.writer.local
          • whylogs.api.writer.mlflow
          • whylogs.api.writer.s3
          • whylogs.api.writer.whylabs
          • whylogs.api.writer.whylabs_base
          • whylogs.api.writer.whylabs_batch_writer
          • whylogs.api.writer.whylabs_client
          • whylogs.api.writer.whylabs_estimation_result_writer
          • whylogs.api.writer.whylabs_reference_writer
          • whylogs.api.writer.whylabs_transaction_writer
          • whylogs.api.writer.writer
        • whylogs.api.annotations
      • whylogs.context
        • whylogs.context.environ
        • whylogs.context.version
      • whylogs.core
        • whylogs.core.constraints
          • whylogs.core.constraints.factories
            • whylogs.core.constraints.factories.cardinality_metrics
            • whylogs.core.constraints.factories.condition_counts
            • whylogs.core.constraints.factories.count_metrics
            • whylogs.core.constraints.factories.distribution_metrics
            • whylogs.core.constraints.factories.frequent_items
            • whylogs.core.constraints.factories.multi_metrics
            • whylogs.core.constraints.factories.types_metrics
          • whylogs.core.constraints.metric_constraints
        • whylogs.core.metrics
          • whylogs.core.metrics.aggregators
          • whylogs.core.metrics.column_metrics
          • whylogs.core.metrics.compound_metric
          • whylogs.core.metrics.condition_count_metric
          • whylogs.core.metrics.decorators
          • whylogs.core.metrics.deserializers
          • whylogs.core.metrics.maths
          • whylogs.core.metrics.metric_components
          • whylogs.core.metrics.metrics
          • whylogs.core.metrics.multimetric
          • whylogs.core.metrics.serializers
          • whylogs.core.metrics.unicode_range
        • whylogs.core.model_performance_metrics
          • whylogs.core.model_performance_metrics.confusion_matrix
          • whylogs.core.model_performance_metrics.model_performance_metrics
          • whylogs.core.model_performance_metrics.regression_metrics
        • whylogs.core.proto
          • whylogs.core.proto.v0
        • whylogs.core.validators
          • whylogs.core.validators.condition_validator
          • whylogs.core.validators.validator
        • whylogs.core.view
          • whylogs.core.view.column_profile_view
          • whylogs.core.view.dataset_profile_view
          • whylogs.core.view.segmented_dataset_profile_view
        • whylogs.core.column_profile
        • whylogs.core.common
        • whylogs.core.configs
        • whylogs.core.dataset_profile
        • whylogs.core.datatypes
        • whylogs.core.errors
        • whylogs.core.feature_weights
        • whylogs.core.input_resolver
        • whylogs.core.metadata
        • whylogs.core.metric_getters
        • whylogs.core.predicate_parser
        • whylogs.core.preprocessing
        • whylogs.core.projectors
        • whylogs.core.relations
        • whylogs.core.resolvers
        • whylogs.core.schema
        • whylogs.core.segment
        • whylogs.core.segmentation_partition
        • whylogs.core.specialized_resolvers
      • whylogs.datasets
        • whylogs.datasets.descr
        • whylogs.datasets.base
        • whylogs.datasets.configs
        • whylogs.datasets.ecommerce
        • whylogs.datasets.employee
        • whylogs.datasets.weather
      • whylogs.experimental
        • whylogs.experimental.api
          • whylogs.experimental.api.logger
        • whylogs.experimental.constraints_generation
          • whylogs.experimental.constraints_generation.condition_counts
          • whylogs.experimental.constraints_generation.count_metrics
          • whylogs.experimental.constraints_generation.distribution_metrics
          • whylogs.experimental.constraints_generation.frequent_items
          • whylogs.experimental.constraints_generation.multi_metrics
          • whylogs.experimental.constraints_generation.types_metrics
        • whylogs.experimental.performance_estimation
          • whylogs.experimental.performance_estimation.estimation_results
          • whylogs.experimental.performance_estimation.estimators
      • whylogs.migration
        • whylogs.migration.converters
        • whylogs.migration.uncompound
      • whylogs.viz
        • whylogs.viz.drift
          • whylogs.viz.drift.column_drift_algorithms
          • whylogs.viz.drift.configs
        • whylogs.viz.enums
          • whylogs.viz.enums.enums
        • whylogs.viz.extensions
        • whylogs.viz.configs
        • whylogs.viz.notebook_profile_viz
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whylogs.context#

Submodules#

  • whylogs.context.environ
  • whylogs.context.version
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