generator_call_logger#

Classes

`GeneratorCallLogger`([save_dir, project_name])	Log the generator calls.
`GeneratorCallRecord`(prompt_kwargs, Any] =, ...)

class GeneratorCallRecord(prompt_kwargs: Dict[str, Any] = <factory>, model_kwargs: Dict[str, Any] = <factory>, input: Dict[str, Any] = <factory>, output: adalflow.core.types.GeneratorOutput = <factory>, metadata: Dict[str, Any] = <factory>, time_stamp: str = <factory>)[source]#

Bases: DataClass

prompt_kwargs: Dict[str, Any]#

model_kwargs: Dict[str, Any]#

input: Dict[str, Any]#

output: GeneratorOutput#

metadata: Dict[str, Any]#

time_stamp: str#

class GeneratorCallLogger(save_dir: str | None = None, project_name: str | None = None)[source]#

Bases: object

Log the generator calls.

Allow multiple generators to be logged, and each with its own jsonl file.

The log files are stored in the ./traces/ directory. If a project_name is provided, it will be stored in ./traces/{project_name}.

Parameters:

save_dir (str, optional) – The directory to save the log files. Defaults to “./traces/”.
project_name (str, optional) – The project name. Defaults to None.

reset()[source]#

property generator_names_to_files: Dict[str, str]#

get_log_location(name: str) → str[source]#

get_calls(name: str) → List[GeneratorCallRecord][source]#: Get the generator call records for generator with name.

register_generator(name: str, filename: str | None = None)[source]#

Register a generator with a name and a jsonl file to log its calls.

Parameters:

name (str) – The name of the generator.
filename (str, optional) – The jsonl filename to log the calls. Defaults to {name}_call.jsonl.

save_meta_data(file_path: str)[source]#: Save the _generator_names_to_files to a json file.

load_meta_data(file_path: str)[source]#: Load the _generator_names_to_files from a json file.

load(name: str) → List[GeneratorCallRecord][source]#: Load the generator call records.

log_call(name: str, output: GeneratorOutput, input: Dict[str, Any] | None = None, prompt_kwargs: Dict[str, Any] | None = None, model_kwargs: Dict[str, Any] | None = None)[source]#: Log the generator call.