import json
import os.path
from pathlib import Path
from typing import Dict
import yaml
from memoryscope.enumeration.language_enum import LanguageEnum
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class PromptHandler(object):
"""
The `PromptHandler` class manages prompt messages by loading them from YAML or JSON files and dictionaries,
supporting language selection based on a context, and providing dictionary-like access to the prompt messages.
"""
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def __init__(self,
class_path: str,
language: LanguageEnum | str,
prompt_file: str = "",
prompt_dict: dict = None,
**kwargs):
"""
Initializes the PromptHandler with paths to prompt sources and additional keyword arguments.
Args:
class_path (str): The path to the class where prompts are utilized.
prompt_file (str, optional): The path to an external file containing prompts. Defaults to "".
prompt_dict (dict, optional): A dictionary directly containing prompt definitions. Defaults to None.
language (LanguageEnum, str): context language.
**kwargs: Additional keyword arguments that might be used in prompt handling.
"""
class_path: Path = Path(class_path)
self._class_dir: Path = class_path.parent
self._class_name: str = class_path.stem
self._language_enum: LanguageEnum = LanguageEnum(language)
self.kwargs = kwargs
self._prompt_dict: Dict[str, str] = {}
self.add_prompt_file((self._class_dir / self._class_name).__str__(), raise_exception=False)
if prompt_file:
self.add_prompt_file((self._class_dir / prompt_file).__str__())
if prompt_dict:
self.add_prompt_dict(prompt_dict)
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@staticmethod
def file_path_completion(file_path: str, raise_exception: bool = True) -> str:
"""
Attempts to complete the given file path by appending either a `.yaml` or `.json` extension
based on the existence of the respective file. If neither exists, an exception is raised.
Args:
file_path (str): The base path of the file to be completed.
raise_exception (bool): If the file cannot be found, report an error.
Returns:
str: The completed file path with the appropriate extension.
Raises:
RuntimeError: If neither the `.yaml` nor `.json` file exists at the given path.
"""
if file_path.endswith(".yaml") or file_path.endswith(".json"):
return file_path
if os.path.exists(f"{file_path}.yaml"):
return f"{file_path}.yaml"
if os.path.exists(f"{file_path}.json"):
return f"{file_path}.json"
if raise_exception:
raise RuntimeError(f"{file_path}/yaml/json is not exists!")
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def add_prompt_file(self, file_path: str, raise_exception: bool = True):
"""
Adds prompt messages from a YAML or JSON file to the internal dictionary.
This method supports loading prompts from files ending with '.yaml' or '.json'.
It uses the respective libraries to parse the content and merge it into the current prompt dictionary.
Args:
file_path (str): The path to the YAML or JSON file containing the prompts.
raise_exception (bool): If the file cannot be found, report an error.
"""
file_path = self.file_path_completion(file_path, raise_exception=raise_exception)
if not file_path:
return
prompt_dict = {}
if file_path.endswith(".yaml"):
# Load prompts from a YAML file
with open(file_path) as f:
prompt_dict = yaml.load(f, yaml.FullLoader)
elif file_path.endswith(".json"):
# Load prompts from a JSON file (corrected file handling)
with open(file_path) as f:
prompt_dict = json.load(f)
# Merge the loaded prompts into the existing dictionary
self.add_prompt_dict(prompt_dict)
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def add_prompt_dict(self, prompt_dict: dict):
"""
Adds prompt messages from a dictionary, ensuring each message has a valid entry for the current language.
Args:
prompt_dict (dict): A dictionary where keys represent prompt identifiers and values are nested dictionaries
containing language-specific prompt messages.
Raises:
RuntimeError: If a prompt message for the current language is not found.
"""
for key, language_dict in prompt_dict.items():
prompts = language_dict.get(self._language_enum.value)
if not prompts:
raise RuntimeError(f"{key}.prompt.{self._language_enum.value} is empty!")
self._prompt_dict[key] = prompts.strip()
@property
def prompt_dict(self) -> dict:
"""
Retrieves the internal dictionary containing all prompt messages.
Returns:
dict: The dictionary of prompt messages with keys as identifiers and values as prompt strings.
"""
return self._prompt_dict
def __getitem__(self, key: str) -> str:
"""
Enables accessing prompt messages using dictionary-like indexing.
Args:
key (str): The identifier for the prompt message.
Returns:
str: The prompt message corresponding to the given key.
"""
return self._prompt_dict[key]
def __setitem__(self, key: str, value: str):
"""
Allows setting prompt messages using dictionary-like item assignment.
Args:
key (str): The identifier for the prompt message.
value (str): The new prompt message content.
"""
self._prompt_dict[key] = value
def __getattr__(self, key: str) -> str:
"""
Overrides attribute access to provide prompt messages dynamically.
Args:
key (str): The identifier for the prompt message attempted to access as an attribute.
Returns:
str: The prompt message corresponding to the given attribute-like key.
"""
return self._prompt_dict[key]