mirror of
https://github.com/invoke-ai/InvokeAI
synced 2024-08-30 20:32:17 +00:00
add back the heuristic_import()
method and extend repo_ids to arbitrary file paths
This commit is contained in:
committed by
psychedelicious
parent
94e8d1b6d5
commit
13a9ea35b5
@ -251,9 +251,75 @@ async def add_model_record(
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return result
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@model_manager_v2_router.post(
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"/heuristic_import",
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operation_id="heuristic_import_model",
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responses={
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201: {"description": "The model imported successfully"},
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415: {"description": "Unrecognized file/folder format"},
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424: {"description": "The model appeared to import successfully, but could not be found in the model manager"},
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409: {"description": "There is already a model corresponding to this path or repo_id"},
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},
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status_code=201,
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)
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async def heuristic_import(
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source: str,
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config: Optional[Dict[str, Any]] = Body(
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description="Dict of fields that override auto-probed values in the model config record, such as name, description and prediction_type ",
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default=None,
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),
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access_token: Optional[str] = None,
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) -> ModelInstallJob:
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"""Install a model using a string identifier.
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`source` can be any of the following.
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1. A path on the local filesystem ('C:\\users\\fred\\model.safetensors')
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2. A Url pointing to a single downloadable model file
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3. A HuggingFace repo_id with any of the following formats:
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- model/name
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- model/name:fp16:vae
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- model/name::vae -- use default precision
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- model/name:fp16:path/to/model.safetensors
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- model/name::path/to/model.safetensors
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`config` is an optional dict containing model configuration values that will override
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the ones that are probed automatically.
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`access_token` is an optional access token for use with Urls that require
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authentication.
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Models will be downloaded, probed, configured and installed in a
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series of background threads. The return object has `status` attribute
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that can be used to monitor progress.
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See the documentation for `import_model_record` for more information on
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interpreting the job information returned by this route.
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"""
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logger = ApiDependencies.invoker.services.logger
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try:
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installer = ApiDependencies.invoker.services.model_manager.install
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result: ModelInstallJob = installer.heuristic_import(
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source=source,
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config=config,
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)
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logger.info(f"Started installation of {source}")
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except UnknownModelException as e:
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logger.error(str(e))
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raise HTTPException(status_code=424, detail=str(e))
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except InvalidModelException as e:
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logger.error(str(e))
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raise HTTPException(status_code=415)
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except ValueError as e:
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logger.error(str(e))
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raise HTTPException(status_code=409, detail=str(e))
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return result
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@model_manager_v2_router.post(
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"/import",
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operation_id="import_model_record",
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operation_id="import_model",
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responses={
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201: {"description": "The model imported successfully"},
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415: {"description": "Unrecognized file/folder format"},
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@ -269,7 +335,7 @@ async def import_model(
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default=None,
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),
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) -> ModelInstallJob:
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"""Add a model using its local path, repo_id, or remote URL.
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"""Install a model using its local path, repo_id, or remote URL.
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Models will be downloaded, probed, configured and installed in a
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series of background threads. The return object has `status` attribute
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