tooluniverse.utils module¶

tooluniverse.utils.compare_function_calls(pred_function_call, gt_function_call, compare_arguments=True, compare_value=True)[source]¶

tooluniverse.utils.evaluate_function_call(tool_definition, function_call)[source]¶

tooluniverse.utils.evaluate_function_call_from_toolbox(toolbox, function_call)[source]¶

tooluniverse.utils.extract_function_call_json(lst, return_message=False, verbose=True, format='llama')[source]¶

tooluniverse.utils.format_api_response(response_data: Any, format_type: str = 'json') → str | Dict[str, Any] | List[Any][source]¶

Format API response data into a standardized format.

Parameters:

response_data (Any) – The response data to format
format_type (str) – The desired output format (‘json’, ‘pretty’, ‘minimal’)

Returns:

Formatted response

Return type:

Union[str, Dict[str, Any]]

tooluniverse.utils.normalize_gene_symbol(gene_symbol: str) → str[source]¶

Normalize a gene symbol to standard format.

tooluniverse.utils.read_json_list(file_path)[source]¶

Reads a list of JSON objects from a file.

Parameters: file_path (str): The path to the JSON file.

Returns: list: A list of dictionaries containing the JSON objects.

tooluniverse.utils.validate_hook_conditions(conditions: Dict[str, Any]) → bool[source]¶

Validate hook trigger conditions.

This function checks that the hook conditions are properly structured and contain valid operators and thresholds.

Parameters:: conditions (Dict[str, Any]) – Hook conditions to validate
Returns:: True if conditions are valid, False otherwise
Return type:: bool

tooluniverse.utils.validate_hook_config(config: Dict[str, Any]) → bool[source]¶

Validate hook configuration for correctness and completeness.

This function checks that the hook configuration contains all required fields and that the structure is valid for the hook system.

Parameters:: config (Dict[str, Any]) – Hook configuration to validate
Returns:: True if configuration is valid, False otherwise
Return type:: bool

tooluniverse.utils.validate_query(query: Dict[str, Any]) → bool[source]¶

Validate a query dictionary for required fields and structure.

Parameters:: query (Dict[str, Any]) – The query dictionary to validate
Returns:: True if query is valid, False otherwise
Return type:: bool

tooluniverse.utils.yaml_to_dict(yaml_file_path)[source]¶

Convert a YAML file to a dictionary.