nannyml.io.db package

Submodules

• nannyml.io.db.database_writer module
  • DatabaseWriter
• nannyml.io.db.entities module
  • CBPEPerformanceMetric
    • CBPEPerformanceMetric.alert
    • CBPEPerformanceMetric.end_timestamp
    • CBPEPerformanceMetric.id
    • CBPEPerformanceMetric.lower_threshold
    • CBPEPerformanceMetric.metric_name
    • CBPEPerformanceMetric.model_id
    • CBPEPerformanceMetric.run_id
    • CBPEPerformanceMetric.start_timestamp
    • CBPEPerformanceMetric.timestamp
    • CBPEPerformanceMetric.upper_threshold
    • CBPEPerformanceMetric.value
  • DLEPerformanceMetric
    • DLEPerformanceMetric.alert
    • DLEPerformanceMetric.end_timestamp
    • DLEPerformanceMetric.id
    • DLEPerformanceMetric.lower_threshold
    • DLEPerformanceMetric.metric_name
    • DLEPerformanceMetric.model_id
    • DLEPerformanceMetric.run_id
    • DLEPerformanceMetric.start_timestamp
    • DLEPerformanceMetric.timestamp
    • DLEPerformanceMetric.upper_threshold
    • DLEPerformanceMetric.value
  • DataReconstructionFeatureDriftMetric
    • DataReconstructionFeatureDriftMetric.alert
    • DataReconstructionFeatureDriftMetric.end_timestamp
    • DataReconstructionFeatureDriftMetric.id
    • DataReconstructionFeatureDriftMetric.lower_threshold
    • DataReconstructionFeatureDriftMetric.metric_name
    • DataReconstructionFeatureDriftMetric.model_id
    • DataReconstructionFeatureDriftMetric.run_id
    • DataReconstructionFeatureDriftMetric.start_timestamp
    • DataReconstructionFeatureDriftMetric.timestamp
    • DataReconstructionFeatureDriftMetric.upper_threshold
    • DataReconstructionFeatureDriftMetric.value
  • Metric
    • Metric.alert
    • Metric.end_timestamp
    • Metric.id
    • Metric.metric_name
    • Metric.model_id
    • Metric.run_id
    • Metric.start_timestamp
    • Metric.timestamp
    • Metric.value
  • Model
    • Model.id
    • Model.name
    • Model.runs
  • RealizedPerformanceMetric
    • RealizedPerformanceMetric.alert
    • RealizedPerformanceMetric.end_timestamp
    • RealizedPerformanceMetric.id
    • RealizedPerformanceMetric.lower_threshold
    • RealizedPerformanceMetric.metric_name
    • RealizedPerformanceMetric.model_id
    • RealizedPerformanceMetric.run_id
    • RealizedPerformanceMetric.start_timestamp
    • RealizedPerformanceMetric.timestamp
    • RealizedPerformanceMetric.upper_threshold
    • RealizedPerformanceMetric.value
  • Run
    • Run.execution_timestamp
    • Run.id
    • Run.model
    • Run.model_id
  • UnivariateDriftMetric
    • UnivariateDriftMetric.alert
    • UnivariateDriftMetric.column_name
    • UnivariateDriftMetric.end_timestamp
    • UnivariateDriftMetric.id
    • UnivariateDriftMetric.metric_name
    • UnivariateDriftMetric.model_id
    • UnivariateDriftMetric.run_id
    • UnivariateDriftMetric.start_timestamp
    • UnivariateDriftMetric.timestamp
    • UnivariateDriftMetric.value
• nannyml.io.db.mappers module
  • CBPEMapper
    • CBPEMapper.map_to_entity()
  • DLEMapper
    • DLEMapper.map_to_entity()
  • Mapper
    • Mapper.map_to_entity()
  • MapperFactory
    • MapperFactory.create()
    • MapperFactory.register()
    • MapperFactory.registry
  • RealizedPerformanceMapper
    • RealizedPerformanceMapper.map_to_entity()
  • ReconstructionErrorDriftResultMapper
    • ReconstructionErrorDriftResultMapper.map_to_entity()
  • UnivariateDriftResultMapper
    • UnivariateDriftResultMapper.map_to_entity()

Module contents