simpleml.migrations.versions.k65erd8bf5d0_metric_datasets module¶

metric datasets

Revision ID: k65erd8bf5d0 Revises: gjevp90284z9 Create Date: 2020-11-04 20:31:02.849204

class simpleml.migrations.versions.k65erd8bf5d0_metric_datasets.DatasetModel(**kwargs)[source]¶

Bases: simpleml.migrations.versions.k65erd8bf5d0_metric_datasets.UpgradeTableModel

author¶

created_timestamp¶

filepaths¶

has_external_files¶

hash_¶

id¶

metadata_¶

modified_timestamp¶

name¶

pipeline¶

pipeline_id¶

project¶

registered_name¶

version¶

version_description¶

class simpleml.migrations.versions.k65erd8bf5d0_metric_datasets.DowngradeMetricsModel(**kwargs)[source]¶

Bases: simpleml.migrations.versions.k65erd8bf5d0_metric_datasets.DowngradeTableModel

author¶

created_timestamp¶

dataset_id¶

filepaths¶

has_external_files¶

hash_¶

id¶

metadata_¶

model¶

model_id¶

modified_timestamp¶

name¶

project¶

registered_name¶

values¶

version¶

version_description¶

class simpleml.migrations.versions.k65erd8bf5d0_metric_datasets.DowngradeModelsModel(**kwargs)[source]¶

Bases: simpleml.migrations.versions.k65erd8bf5d0_metric_datasets.DowngradeTableModel

author¶

created_timestamp¶

feature_metadata¶

filepaths¶

has_external_files¶

hash_¶

id¶

metadata_¶

modified_timestamp¶

name¶

params¶

pipeline_id¶

project¶

registered_name¶

version¶

version_description¶

class simpleml.migrations.versions.k65erd8bf5d0_metric_datasets.DowngradeTableModel(**kwargs)[source]¶

Bases: simpleml.persistables.base_sqlalchemy.BaseSQLAlchemy

Minimal table model to conduct migrations

hash_ = Column('hash', String(), table=None, nullable=False)¶

id = Column(None, GUID(), table=None, primary_key=True, nullable=False)¶

metadata = MetaData()¶

metadata_ = Column('metadata', JSON(), table=None, default=ColumnDefault({}))¶

registered_name = Column(None, String(), table=None, nullable=False)¶

class simpleml.migrations.versions.k65erd8bf5d0_metric_datasets.MetricsModel(**kwargs)[source]¶

Bases: simpleml.migrations.versions.k65erd8bf5d0_metric_datasets.UpgradeTableModel

author¶

created_timestamp¶

dataset¶

dataset_id¶

filepaths¶

has_external_files¶

hash_¶

id¶

metadata_¶

model¶

model_id¶

modified_timestamp¶

name¶

project¶

registered_name¶

values¶

version¶

version_description¶

class simpleml.migrations.versions.k65erd8bf5d0_metric_datasets.ModelsModel(**kwargs)[source]¶

Bases: simpleml.migrations.versions.k65erd8bf5d0_metric_datasets.UpgradeTableModel

author¶

created_timestamp¶

feature_metadata¶

filepaths¶

has_external_files¶

hash_¶

id¶

metadata_¶

modified_timestamp¶

name¶

params¶

pipeline¶

pipeline_id¶

project¶

registered_name¶

version¶

version_description¶

class simpleml.migrations.versions.k65erd8bf5d0_metric_datasets.PipelineModel(**kwargs)[source]¶

Bases: simpleml.migrations.versions.k65erd8bf5d0_metric_datasets.UpgradeTableModel

author¶

created_timestamp¶

dataset¶

dataset_id¶

filepaths¶

has_external_files¶

hash_¶

id¶

metadata_¶

modified_timestamp¶

name¶

params¶

project¶

registered_name¶

version¶

version_description¶

class simpleml.migrations.versions.k65erd8bf5d0_metric_datasets.UpgradeTableModel(**kwargs)[source]¶

Bases: simpleml.persistables.base_sqlalchemy.BaseSQLAlchemy

Minimal table model to conduct migrations

hash_ = Column('hash', String(), table=None, nullable=False)¶

id = Column(None, GUID(), table=None, primary_key=True, nullable=False)¶

metadata = MetaData()¶

metadata_ = Column('metadata', JSON(), table=None, default=ColumnDefault({}))¶

name = Column(None, String(), table=None, nullable=False, default=ColumnDefault('default'))¶

registered_name = Column(None, String(), table=None, nullable=False)¶

simpleml.migrations.versions.k65erd8bf5d0_metric_datasets.configure_session(connection, upgrade_op: bool)[source]¶

simpleml.migrations.versions.k65erd8bf5d0_metric_datasets.depends_on = None¶: THIS MIGRATION IS NOT REVERSIBLE! DATA CAN BE DROPPED

simpleml.migrations.versions.k65erd8bf5d0_metric_datasets.downgrade()[source]¶

simpleml.migrations.versions.k65erd8bf5d0_metric_datasets.downgrade_data(session, table)[source]¶

simpleml.migrations.versions.k65erd8bf5d0_metric_datasets.new_hash(self)[source]¶

Hash is the combination of the:

Model

2) Dataset 2) Metric 3) Config

simpleml.migrations.versions.k65erd8bf5d0_metric_datasets.old_hash(self)[source]¶

Hash is the combination of the:

Model
Metric
Config

simpleml.migrations.versions.k65erd8bf5d0_metric_datasets.upgrade()[source]¶

simpleml.migrations.versions.k65erd8bf5d0_metric_datasets.upgrade_data(session, table)[source]¶

simpleml.migrations.versions.k65erd8bf5d0_metric_datasets.upgrade_hash(record)[source]¶: Hash computation changes because of reference to the dataset