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vertex_task_converter.py
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322 lines (277 loc) · 10.6 KB
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try:
from google.genai import types as genai_types
from vertexai import types as vertexai_types
except ImportError as e:
raise ImportError(
'vertex_task_converter requires vertexai. '
'Install with: '
"'pip install a2a-sdk[vertex]'"
) from e
import base64
import json
from typing import Any
from a2a.types import (
Artifact,
DataPart,
FilePart,
FileWithBytes,
FileWithUri,
Message,
Part,
Role,
Task,
TaskState,
TaskStatus,
TextPart,
)
_ORIGINAL_METADATA_KEY = 'originalMetadata'
_EXTENSIONS_KEY = 'extensions'
_REFERENCE_TASK_IDS_KEY = 'referenceTaskIds'
_PART_METADATA_KEY = 'partMetadata'
_PART_TYPES_KEY = 'partTypes'
_METADATA_VERSION_KEY = '__vertex_compat_v'
_METADATA_VERSION_NUMBER = 1.0
_TO_SDK_TASK_STATE = {
vertexai_types.A2aTaskState.STATE_UNSPECIFIED: TaskState.unknown,
vertexai_types.A2aTaskState.SUBMITTED: TaskState.submitted,
vertexai_types.A2aTaskState.WORKING: TaskState.working,
vertexai_types.A2aTaskState.COMPLETED: TaskState.completed,
vertexai_types.A2aTaskState.CANCELLED: TaskState.canceled,
vertexai_types.A2aTaskState.FAILED: TaskState.failed,
vertexai_types.A2aTaskState.REJECTED: TaskState.rejected,
vertexai_types.A2aTaskState.INPUT_REQUIRED: TaskState.input_required,
vertexai_types.A2aTaskState.AUTH_REQUIRED: TaskState.auth_required,
}
_SDK_TO_STORED_TASK_STATE = {v: k for k, v in _TO_SDK_TASK_STATE.items()}
def to_sdk_task_state(stored_state: vertexai_types.A2aTaskState) -> TaskState:
"""Converts a proto A2aTask.State to a TaskState enum."""
return _TO_SDK_TASK_STATE.get(stored_state, TaskState.unknown)
def to_stored_task_state(task_state: TaskState) -> vertexai_types.A2aTaskState:
"""Converts a TaskState enum to a proto A2aTask.State enum value."""
return _SDK_TO_STORED_TASK_STATE.get(
task_state, vertexai_types.A2aTaskState.STATE_UNSPECIFIED
)
def to_stored_metadata(
original_metadata: dict[str, Any] | None,
extensions: list[str] | None,
reference_task_ids: list[str] | None,
parts: list[Part],
) -> dict[str, Any]:
"""Packs original metadata, extensions, and part types/metadata into a storage dictionary."""
metadata: dict[str, Any] = {_METADATA_VERSION_KEY: _METADATA_VERSION_NUMBER}
if original_metadata:
metadata[_ORIGINAL_METADATA_KEY] = original_metadata
if extensions:
metadata[_EXTENSIONS_KEY] = extensions
if reference_task_ids:
metadata[_REFERENCE_TASK_IDS_KEY] = reference_task_ids
part_types = []
part_metadata = []
for part in parts:
part_types.append('data' if isinstance(part.root, DataPart) else '')
part_metadata.append(part.root.metadata)
metadata[_PART_TYPES_KEY] = part_types
metadata[_PART_METADATA_KEY] = part_metadata
return metadata
def to_sdk_metadata(stored_metadata: dict[str, Any] | None) -> dict[str, Any]:
"""Unpacks metadata, extensions, and part types/metadata from a storage dictionary."""
if not stored_metadata:
return {}
version = stored_metadata.get(_METADATA_VERSION_KEY)
if version is None:
return {'original_metadata': stored_metadata}
return {
'original_metadata': stored_metadata.get(_ORIGINAL_METADATA_KEY),
'extensions': stored_metadata.get(_EXTENSIONS_KEY),
'reference_tasks': stored_metadata.get(_REFERENCE_TASK_IDS_KEY),
'part_metadata': stored_metadata.get(_PART_METADATA_KEY),
'part_types': stored_metadata.get(_PART_TYPES_KEY),
}
def to_stored_part(part: Part) -> genai_types.Part:
"""Converts a SDK Part to a proto Part."""
if isinstance(part.root, TextPart):
return genai_types.Part(text=part.root.text)
if isinstance(part.root, DataPart):
data_bytes = json.dumps(part.root.data).encode('utf-8')
return genai_types.Part(
inline_data=genai_types.Blob(
mime_type='application/json', data=data_bytes
)
)
if isinstance(part.root, FilePart):
file_content = part.root.file
if isinstance(file_content, FileWithBytes):
decoded_bytes = base64.b64decode(file_content.bytes)
return genai_types.Part(
inline_data=genai_types.Blob(
mime_type=file_content.mime_type or '', data=decoded_bytes
)
)
if isinstance(file_content, FileWithUri):
return genai_types.Part(
file_data=genai_types.FileData(
mime_type=file_content.mime_type or '',
file_uri=file_content.uri,
)
)
raise ValueError(f'Unsupported part type: {type(part.root)}')
def to_sdk_part(
stored_part: genai_types.Part,
part_metadata: dict[str, Any] | None = None,
part_type: str = '',
) -> Part:
"""Converts a proto Part to a SDK Part."""
if stored_part.text:
return Part(
root=TextPart(text=stored_part.text, metadata=part_metadata)
)
if stored_part.inline_data:
mime_type = stored_part.inline_data.mime_type
if part_type == 'data' and mime_type == 'application/json':
data_dict = json.loads(stored_part.inline_data.data or b'{}')
return Part(root=DataPart(data=data_dict, metadata=part_metadata))
encoded_bytes = base64.b64encode(
stored_part.inline_data.data or b''
).decode('utf-8')
return Part(
root=FilePart(
file=FileWithBytes(
mime_type=mime_type,
bytes=encoded_bytes,
),
metadata=part_metadata,
)
)
if stored_part.file_data:
return Part(
root=FilePart(
file=FileWithUri(
mime_type=stored_part.file_data.mime_type,
uri=stored_part.file_data.file_uri,
),
metadata=part_metadata,
)
)
raise ValueError(f'Unsupported part: {stored_part}')
def to_stored_artifact(artifact: Artifact) -> vertexai_types.TaskArtifact:
"""Converts a SDK Artifact to a proto TaskArtifact."""
return vertexai_types.TaskArtifact(
artifact_id=artifact.artifact_id,
display_name=artifact.name,
description=artifact.description,
parts=[to_stored_part(part) for part in artifact.parts],
metadata=to_stored_metadata(
original_metadata=artifact.metadata,
extensions=artifact.extensions,
reference_task_ids=None,
parts=artifact.parts,
),
)
def to_sdk_artifact(stored_artifact: vertexai_types.TaskArtifact) -> Artifact:
"""Converts a proto TaskArtifact to a SDK Artifact."""
unpacked_meta = to_sdk_metadata(stored_artifact.metadata)
part_metadatas = unpacked_meta.get('part_metadata') or []
part_types = unpacked_meta.get('part_types') or []
parts = []
for i, part in enumerate(stored_artifact.parts or []):
meta: dict[str, Any] | None = None
if i < len(part_metadatas):
meta = part_metadatas[i]
ptype = ''
if i < len(part_types):
ptype = part_types[i]
parts.append(to_sdk_part(part, part_metadata=meta, part_type=ptype))
return Artifact(
artifact_id=stored_artifact.artifact_id,
name=stored_artifact.display_name,
description=stored_artifact.description,
extensions=unpacked_meta.get('extensions'),
metadata=unpacked_meta.get('original_metadata'),
parts=parts,
)
def to_stored_message(
message: Message | None,
) -> vertexai_types.TaskMessage | None:
"""Converts a SDK Message to a proto Message."""
if not message:
return None
role = message.role.value if message.role else ''
return vertexai_types.TaskMessage(
message_id=message.message_id,
role=role,
parts=[to_stored_part(part) for part in message.parts],
metadata=to_stored_metadata(
original_metadata=message.metadata,
extensions=message.extensions,
reference_task_ids=message.reference_task_ids,
parts=message.parts,
),
)
def to_sdk_message(
stored_msg: vertexai_types.TaskMessage | None,
) -> Message | None:
"""Converts a proto Message to a SDK Message."""
if not stored_msg:
return None
unpacked_meta = to_sdk_metadata(stored_msg.metadata)
part_metadatas = unpacked_meta.get('part_metadata') or []
part_types = unpacked_meta.get('part_types') or []
parts = []
for i, part in enumerate(stored_msg.parts or []):
meta: dict[str, Any] | None = None
if i < len(part_metadatas):
meta = part_metadatas[i]
ptype = ''
if i < len(part_types):
ptype = part_types[i]
parts.append(to_sdk_part(part, part_metadata=meta, part_type=ptype))
role = None
if stored_msg.role:
try:
role = Role(stored_msg.role)
except ValueError:
role = None
return Message(
message_id=stored_msg.message_id,
role=role, # type: ignore
extensions=unpacked_meta.get('extensions'),
reference_task_ids=unpacked_meta.get('reference_tasks'),
metadata=unpacked_meta.get('original_metadata'),
parts=parts,
)
def to_stored_task(task: Task) -> vertexai_types.A2aTask:
"""Converts a SDK Task to a proto A2aTask."""
return vertexai_types.A2aTask(
context_id=task.context_id,
metadata=task.metadata,
state=to_stored_task_state(task.status.state),
status_details=vertexai_types.TaskStatusDetails(
task_message=to_stored_message(task.status.message)
)
if task.status.message
else None,
output=vertexai_types.TaskOutput(
artifacts=[
to_stored_artifact(artifact)
for artifact in task.artifacts or []
]
),
)
def to_sdk_task(a2a_task: vertexai_types.A2aTask) -> Task:
"""Converts a proto A2aTask to a SDK Task."""
msg: Message | None = None
if a2a_task.status_details and a2a_task.status_details.task_message:
msg = to_sdk_message(a2a_task.status_details.task_message)
return Task(
id=a2a_task.name.split('/')[-1],
context_id=a2a_task.context_id,
status=TaskStatus(state=to_sdk_task_state(a2a_task.state), message=msg),
metadata=a2a_task.metadata or {},
artifacts=[
to_sdk_artifact(artifact)
for artifact in a2a_task.output.artifacts or []
]
if a2a_task.output
else [],
history=[],
)