ersilia.hub.fetch.pack.fastapi_pack package¶

Submodules¶

class ersilia.hub.fetch.pack.fastapi_pack.mode.PackModeDecision(model_id: str, config_json: dict)[source]¶

Class to decide the mode of operation for a model based on its configuration and the environment.

Parameters:

Examples

pmd = PackModeDecision(
    model_id="model123", config_json={}
)
mode = pmd.decide()

decide() → str[source]¶

Decide the mode of operation for the model.

decide_from_config_file_if_available() → str[source]¶

Decide the mode from the configuration file if available.

Returns:: The mode specified in the configuration file, or None if not specified.
Return type:: str
Raises:: Exception – If the default_mode in the configuration file is not one of the AVAILABLE_MODES.

class ersilia.hub.fetch.pack.fastapi_pack.runners.CondaPack(model_id: str, config_json: dict)[source]¶

CondaPack is responsible for packing models within a Conda environment.

Parameters:

Examples

packer = CondaPack(
    model_id="eosxxxx", config_json=config
)
packer.run()

class ersilia.hub.fetch.pack.fastapi_pack.runners.SystemPack(model_id: str, config_json: dict)[source]¶

SystemPack is responsible for packing models with system installation.

Parameters:

Examples

packer = SystemPack(
    model_id="eosxxxx", config_json=config
)
packer.run()

Run the system packer.

This method initiates the packing process for the model using system installation.

ersilia.hub.fetch.pack.fastapi_pack.runners.get_runner(pack_mode: str)[source]¶

Get the appropriate runner based on the pack mode.

Parameters:: pack_mode (str) – The mode of packing, either ‘system’ or ‘conda’.
Returns:: The class of the appropriate packer.
Return type:: type

Examples

runner_class = get_runner(pack_mode="system")
runner = runner_class(
    model_id="eosxxxx", config_json=config
)

class ersilia.hub.fetch.pack.fastapi_pack.BasePack(model_id, config_json=None)[source]¶

Bases: _Symlinker

Base class for handling FastAPI model packs.

Parameters: