ML Metadata 1.9.0

Major Features and Improvements

• N/A

Bug Fixes and Other Changes

• N/A

Breaking Changes

• N/A

Deprecations

• N/A

ML Metadata 1.8.0

Major Features and Improvements

• From this version we will be releasing python 3.9 wheels.

Bug Fixes and Other Changes

• Updates Zlib to 1.2.12.
• Adds .bazelversion to support Bazelisk.

Breaking Changes

• N/A

Deprecations

• N/A

ML Metadata 1.7.0

Major Features and Improvements

• Upgrade DB schema to V8, including the following changes:
  • Add constraint on Event table on (artifact_id, execution_id, type). If
    duplicated events are created, already exists error will be returned.
  • Add index for properties (for both property name and value).

Bug Fixes and Other Changes

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Breaking Changes

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Deprecations

• N/A

ML Metadata 1.6.0

Major Features and Improvements

• Apply max_node_size to GetLineageGraphRequest for returned nodes.
• Skip querying type properties when not needed.

Bug Fixes and Other Changes

• Added type information file py.typed according to PEP-561.
• Depends on absl-py>=0.9,<2.0.0.

Breaking Changes

• N/A

Deprecations

• N/A

ML Metadata 1.5.0

Major Features and Improvements

• N/A

Bug Fixes and Other Changes

• Remove INFO log when a type is has empty property definition and not a
  simple type.

Breaking Changes

• N/A

Deprecations

• N/A

ML Metadata 1.4.0

Major Features and Improvements

• Introduce MySQLSourceErrorInfo message to metadata_source proto to support
  adding additional error information. MySQL implementation adds MySQL error
  numbers as part MySQLSourceErrorInfo payload message.
• Open source GetLineageGraph() to MLMD OSS. MLMD OSS users now can use
  GetLineageGraph() to access MLMD lineage.

Bug Fixes and Other Changes

• N/A

Breaking Changes

• N/A

Deprecations

• Deprecated python 3.6 support.

ML Metadata 1.3.0

Major Features and Improvements

• Introduces base_type field to ArtifactType, ExecutionType and ConteextType
  messages in metadata_store.proto.
• Modifies PutArtifactType, PutExecutionType and PutTypes APIs to support
  creation of type inheritance link; modifies GetArtifactType(s) and
  GetExecutionType(s) APIs to return base_type field values as well.

Bug Fixes and Other Changes

• N/A

Breaking Changes

• N/A

Deprecations

• N/A

ML Metadata v1.2.0

Major Features and Improvements

• Open sources declarative nodes filtering with zetaSQL. It is currently
  supported on Linux and MacOS 10.14+.
• Extends get_artifacts, get_executions, get_contexts APIs with filtering
  capabilities on properties and 1-hop neighborhood nodes.
• Supports configure GRPC options grpc.http2.max_ping_strikes from the
  python client.

Bug Fixes and Other Changes

• Introduces database_name_ field for MySQL MetadataSource implementation to
  enable MySQLMetadataSource to switch to different databases within the same
  SQL server after connection or during reconnection.

Breaking Changes

• The minimum required OS version for the macOS is 10.14 now.
• Bumped the minimum bazel version required to build ml_metadata to 3.7.2.

Deprecations

• N/A

ML Metadata v1.1.0

Major Features and Improvements

• Introduced skip_db_creation for MySQL backend. It is useful when db
  creation is handled by an admin process, while the lib users should not
  issue db creation clauses.
• Adds utils in shared C++ lib to delete Contexts, Artifacts, Executions, and
  their corresponding edges (e.g., Associations, Attributions,
  ParentContexts).
• Removes TensorFlow dependency in MLMD OSS C++ and TensorFlow bazel WORKSPACE
  dependency in MLMD OSS bazel WORKSPACE.
• Upgrades MLMD schema version to 7.
  • Add byte_value column for ArtifactProperty, ExecutionProperty,
    ContextProperty for better storing binary property values.
  • For MySQL backend, modify string_value to use MEDIUMTEXT instead of
    TEXT to persist property value upto 16MB.
  • Add index EventPath.idx_eventpath_event_id for Event retrieval
    queries.

Bug Fixes and Other Changes

• Depends on protobuf>=3.13,<4.
• Fixes a bug of increasing size of next_page_token over pagination calls.
• Returns InvalidArgumentError for PutParentContexts when creating a cyclic
  parent context.

Breaking Changes

• N/A

Deprecations

• N/A

ML Metadata v1.0.0

Major Features and Improvements

• Implements ParentContext creation and retrieval in MLMD python and gRPC
  APIs.

Bug Fixes and Other Changes

• When reuse_context_if_already_exist is used for PutExecution, returns
  Aborted instead of AlreadyExists to improve the API contract when there are
  data races to create the same Context for the first time.

Breaking Changes

• N/A

Deprecations

• N/A