mirror of
https://github.com/aljazceru/Auto-GPT.git
synced 2025-12-22 08:24:26 +01:00
refactoring the all json utilities
This commit is contained in:
@@ -3,8 +3,8 @@ from autogpt.app import execute_command, get_command
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from autogpt.chat import chat_with_ai, create_chat_message
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from autogpt.chat import chat_with_ai, create_chat_message
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from autogpt.config import Config
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from autogpt.config import Config
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from autogpt.json_fixes.master_json_fix_method import fix_json_using_multiple_techniques
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from autogpt.json_utils.auto_fix import fix_json_using_multiple_techniques
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from autogpt.json_validation.validate_json import validate_json
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from autogpt.json_utils.utilities import validate_json
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from autogpt.logs import logger, print_assistant_thoughts
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from autogpt.logs import logger, print_assistant_thoughts
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from autogpt.speech import say_text
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from autogpt.speech import say_text
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from autogpt.spinner import Spinner
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from autogpt.spinner import Spinner
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@@ -18,7 +18,7 @@ from autogpt.commands.file_operations import (
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search_files,
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search_files,
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write_to_file,
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write_to_file,
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)
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)
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from autogpt.json_fixes.parsing import fix_and_parse_json
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from autogpt.json_utils.auto_fix import fix_and_parse_json
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from autogpt.memory import get_memory
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from autogpt.memory import get_memory
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from autogpt.processing.text import summarize_text
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from autogpt.processing.text import summarize_text
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from autogpt.speech import say_text
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from autogpt.speech import say_text
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@@ -1,53 +0,0 @@
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"""This module contains the function to fix JSON strings using GPT-3."""
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import json
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from autogpt.llm_utils import call_ai_function
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from autogpt.logs import logger
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from autogpt.config import Config
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CFG = Config()
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def fix_json(json_string: str, schema: str) -> str:
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"""Fix the given JSON string to make it parseable and fully compliant with
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the provided schema.
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Args:
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json_string (str): The JSON string to fix.
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schema (str): The schema to use to fix the JSON.
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Returns:
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str: The fixed JSON string.
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"""
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# Try to fix the JSON using GPT:
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function_string = "def fix_json(json_string: str, schema:str=None) -> str:"
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args = [f"'''{json_string}'''", f"'''{schema}'''"]
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description_string = (
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"This function takes a JSON string and ensures that it"
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" is parseable and fully compliant with the provided schema. If an object"
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" or field specified in the schema isn't contained within the correct JSON,"
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" it is omitted. The function also escapes any double quotes within JSON"
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" string values to ensure that they are valid. If the JSON string contains"
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" any None or NaN values, they are replaced with null before being parsed."
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)
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# If it doesn't already start with a "`", add one:
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if not json_string.startswith("`"):
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json_string = "```json\n" + json_string + "\n```"
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result_string = call_ai_function(
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function_string, args, description_string, model=CFG.fast_llm_model
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)
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logger.debug("------------ JSON FIX ATTEMPT ---------------")
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logger.debug(f"Original JSON: {json_string}")
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logger.debug("-----------")
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logger.debug(f"Fixed JSON: {result_string}")
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logger.debug("----------- END OF FIX ATTEMPT ----------------")
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try:
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json.loads(result_string) # just check the validity
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return result_string
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except json.JSONDecodeError: # noqa: E722
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# Get the call stack:
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# import traceback
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# call_stack = traceback.format_exc()
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# print(f"Failed to fix JSON: '{json_string}' "+call_stack)
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return "failed"
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@@ -1,36 +0,0 @@
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"""Fix JSON brackets."""
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from __future__ import annotations
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import contextlib
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import json
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from typing import Optional
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from autogpt.config import Config
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CFG = Config()
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def balance_braces(json_string: str) -> Optional[str]:
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"""
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Balance the braces in a JSON string.
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Args:
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json_string (str): The JSON string.
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Returns:
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str: The JSON string with braces balanced.
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"""
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open_braces_count = json_string.count("{")
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close_braces_count = json_string.count("}")
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while open_braces_count > close_braces_count:
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json_string += "}"
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close_braces_count += 1
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while close_braces_count > open_braces_count:
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json_string = json_string.rstrip("}")
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close_braces_count -= 1
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with contextlib.suppress(json.JSONDecodeError):
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json.loads(json_string)
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return json_string
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@@ -1,33 +0,0 @@
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""" Fix invalid escape sequences in JSON strings. """
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import json
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from autogpt.config import Config
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from autogpt.json_fixes.utilities import extract_char_position
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CFG = Config()
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def fix_invalid_escape(json_to_load: str, error_message: str) -> str:
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"""Fix invalid escape sequences in JSON strings.
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Args:
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json_to_load (str): The JSON string.
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error_message (str): The error message from the JSONDecodeError
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exception.
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Returns:
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str: The JSON string with invalid escape sequences fixed.
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"""
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while error_message.startswith("Invalid \\escape"):
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bad_escape_location = extract_char_position(error_message)
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json_to_load = (
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json_to_load[:bad_escape_location] + json_to_load[bad_escape_location + 1 :]
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)
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try:
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json.loads(json_to_load)
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return json_to_load
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except json.JSONDecodeError as e:
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if CFG.debug_mode:
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print("json loads error - fix invalid escape", e)
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error_message = str(e)
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return json_to_load
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@@ -1,28 +0,0 @@
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from typing import Any, Dict
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from autogpt.config import Config
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from autogpt.logs import logger
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from autogpt.speech import say_text
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CFG = Config()
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def fix_json_using_multiple_techniques(assistant_reply: str) -> Dict[Any, Any]:
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from autogpt.json_fixes.parsing import attempt_to_fix_json_by_finding_outermost_brackets
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from autogpt.json_fixes.parsing import fix_and_parse_json
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# Parse and print Assistant response
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assistant_reply_json = fix_and_parse_json(assistant_reply)
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if assistant_reply_json == {}:
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assistant_reply_json = attempt_to_fix_json_by_finding_outermost_brackets(
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assistant_reply
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)
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if assistant_reply_json != {}:
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return assistant_reply_json
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logger.error("Error: The following AI output couldn't be converted to a JSON:\n", assistant_reply)
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if CFG.speak_mode:
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say_text("I have received an invalid JSON response from the OpenAI API.")
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return {}
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@@ -1,27 +0,0 @@
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"""Fix quotes in a JSON string."""
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import json
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import re
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def add_quotes_to_property_names(json_string: str) -> str:
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"""
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Add quotes to property names in a JSON string.
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Args:
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json_string (str): The JSON string.
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Returns:
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str: The JSON string with quotes added to property names.
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"""
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def replace_func(match: re.Match) -> str:
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return f'"{match[1]}":'
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property_name_pattern = re.compile(r"(\w+):")
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corrected_json_string = property_name_pattern.sub(replace_func, json_string)
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try:
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json.loads(corrected_json_string)
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return corrected_json_string
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except json.JSONDecodeError as e:
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raise e
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@@ -1,20 +0,0 @@
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"""Utilities for the json_fixes package."""
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import re
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def extract_char_position(error_message: str) -> int:
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"""Extract the character position from the JSONDecodeError message.
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Args:
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error_message (str): The error message from the JSONDecodeError
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exception.
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Returns:
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int: The character position.
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"""
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char_pattern = re.compile(r"\(char (\d+)\)")
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if match := char_pattern.search(error_message):
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return int(match[1])
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else:
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raise ValueError("Character position not found in the error message.")
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@@ -1,20 +1,19 @@
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"""Fix and parse JSON strings."""
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"""This module contains the function to fix JSON strings"""
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from __future__ import annotations
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from __future__ import annotations
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import contextlib
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import contextlib
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import json
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import json
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from typing import Any, Dict, Union
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import re
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from typing import Optional, Dict, Any
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from colorama import Fore
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from colorama import Fore
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from regex import regex
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from regex import regex
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from autogpt.config import Config
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from autogpt.json_fixes.auto_fix import fix_json
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from autogpt.json_utils.utilities import extract_char_position
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from autogpt.json_fixes.bracket_termination import balance_braces
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from autogpt.llm_utils import call_ai_function
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from autogpt.json_fixes.escaping import fix_invalid_escape
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from autogpt.json_fixes.missing_quotes import add_quotes_to_property_names
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from autogpt.logs import logger
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from autogpt.logs import logger
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from autogpt.speech import say_text
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from autogpt.speech import say_text
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from autogpt.config import Config
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CFG = Config()
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JSON_SCHEMA = """
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JSON_SCHEMA = """
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{
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{
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@@ -35,6 +34,157 @@ JSON_SCHEMA = """
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}
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}
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"""
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"""
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CFG = Config()
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def auto_fix_json(json_string: str, schema: str) -> str:
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"""Fix the given JSON string to make it parseable and fully compliant with
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the provided schema using GPT-3.
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Args:
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json_string (str): The JSON string to fix.
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schema (str): The schema to use to fix the JSON.
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Returns:
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str: The fixed JSON string.
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"""
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# Try to fix the JSON using GPT:
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function_string = "def fix_json(json_string: str, schema:str=None) -> str:"
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args = [f"'''{json_string}'''", f"'''{schema}'''"]
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description_string = (
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"This function takes a JSON string and ensures that it"
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" is parseable and fully compliant with the provided schema. If an object"
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" or field specified in the schema isn't contained within the correct JSON,"
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" it is omitted. The function also escapes any double quotes within JSON"
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|
" string values to ensure that they are valid. If the JSON string contains"
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" any None or NaN values, they are replaced with null before being parsed."
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)
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# If it doesn't already start with a "`", add one:
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if not json_string.startswith("`"):
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json_string = "```json\n" + json_string + "\n```"
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result_string = call_ai_function(
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function_string, args, description_string, model=CFG.fast_llm_model
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)
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logger.debug("------------ JSON FIX ATTEMPT ---------------")
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logger.debug(f"Original JSON: {json_string}")
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logger.debug("-----------")
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logger.debug(f"Fixed JSON: {result_string}")
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logger.debug("----------- END OF FIX ATTEMPT ----------------")
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try:
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json.loads(result_string) # just check the validity
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return result_string
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except json.JSONDecodeError: # noqa: E722
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# Get the call stack:
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# import traceback
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# call_stack = traceback.format_exc()
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# print(f"Failed to fix JSON: '{json_string}' "+call_stack)
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return "failed"
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def fix_invalid_escape(json_to_load: str, error_message: str) -> str:
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"""Fix invalid escape sequences in JSON strings.
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Args:
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json_to_load (str): The JSON string.
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error_message (str): The error message from the JSONDecodeError
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exception.
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Returns:
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str: The JSON string with invalid escape sequences fixed.
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"""
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while error_message.startswith("Invalid \\escape"):
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bad_escape_location = extract_char_position(error_message)
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json_to_load = (
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json_to_load[:bad_escape_location] + json_to_load[bad_escape_location + 1:]
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)
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try:
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json.loads(json_to_load)
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return json_to_load
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except json.JSONDecodeError as e:
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if CFG.debug_mode:
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print("json loads error - fix invalid escape", e)
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error_message = str(e)
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return json_to_load
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def balance_braces(json_string: str) -> Optional[str]:
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"""
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Balance the braces in a JSON string.
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Args:
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json_string (str): The JSON string.
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Returns:
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str: The JSON string with braces balanced.
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"""
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open_braces_count = json_string.count("{")
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close_braces_count = json_string.count("}")
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while open_braces_count > close_braces_count:
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json_string += "}"
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close_braces_count += 1
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while close_braces_count > open_braces_count:
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json_string = json_string.rstrip("}")
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close_braces_count -= 1
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with contextlib.suppress(json.JSONDecodeError):
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json.loads(json_string)
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return json_string
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def add_quotes_to_property_names(json_string: str) -> str:
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|
"""
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|
Add quotes to property names in a JSON string.
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|
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|
Args:
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json_string (str): The JSON string.
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|
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|
Returns:
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str: The JSON string with quotes added to property names.
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"""
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|
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|
def replace_func(match: re.Match) -> str:
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|
return f'"{match[1]}":'
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|
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|
property_name_pattern = re.compile(r"(\w+):")
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|
corrected_json_string = property_name_pattern.sub(replace_func, json_string)
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|
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|
try:
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|
json.loads(corrected_json_string)
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|
return corrected_json_string
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||||||
|
except json.JSONDecodeError as e:
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|
raise e
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|
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|
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||||||
|
def fix_json_using_multiple_techniques(assistant_reply: str) -> Dict[Any, Any]:
|
||||||
|
"""Fix the given JSON string to make it parseable and fully compliant with two techniques.
|
||||||
|
|
||||||
|
Args:
|
||||||
|
json_string (str): The JSON string to fix.
|
||||||
|
|
||||||
|
Returns:
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|
str: The fixed JSON string.
|
||||||
|
"""
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|
||||||
|
# Parse and print Assistant response
|
||||||
|
assistant_reply_json = fix_and_parse_json(assistant_reply)
|
||||||
|
if assistant_reply_json == {}:
|
||||||
|
assistant_reply_json = attempt_to_fix_json_by_finding_outermost_brackets(
|
||||||
|
assistant_reply
|
||||||
|
)
|
||||||
|
|
||||||
|
if assistant_reply_json != {}:
|
||||||
|
return assistant_reply_json
|
||||||
|
|
||||||
|
logger.error("Error: The following AI output couldn't be converted to a JSON:\n", assistant_reply)
|
||||||
|
if CFG.speak_mode:
|
||||||
|
say_text("I have received an invalid JSON response from the OpenAI API.")
|
||||||
|
|
||||||
|
return {}
|
||||||
|
|
||||||
|
|
||||||
def correct_json(json_to_load: str) -> str:
|
def correct_json(json_to_load: str) -> str:
|
||||||
"""
|
"""
|
||||||
@@ -134,7 +284,7 @@ def try_ai_fix(
|
|||||||
" slightly."
|
" slightly."
|
||||||
)
|
)
|
||||||
# Now try to fix this up using the ai_functions
|
# Now try to fix this up using the ai_functions
|
||||||
ai_fixed_json = fix_json(json_to_load, JSON_SCHEMA)
|
ai_fixed_json = auto_fix_json(json_to_load, JSON_SCHEMA)
|
||||||
|
|
||||||
if ai_fixed_json != "failed":
|
if ai_fixed_json != "failed":
|
||||||
return json.loads(ai_fixed_json)
|
return json.loads(ai_fixed_json)
|
||||||
@@ -1,10 +1,31 @@
|
|||||||
|
"""Utilities for the json_fixes package."""
|
||||||
import json
|
import json
|
||||||
|
import re
|
||||||
|
|
||||||
from jsonschema import Draft7Validator
|
from jsonschema import Draft7Validator
|
||||||
from autogpt.config import Config
|
|
||||||
from autogpt.logs import logger
|
from autogpt.logs import logger
|
||||||
|
from autogpt.config import Config
|
||||||
|
|
||||||
CFG = Config()
|
CFG = Config()
|
||||||
|
|
||||||
|
def extract_char_position(error_message: str) -> int:
|
||||||
|
"""Extract the character position from the JSONDecodeError message.
|
||||||
|
|
||||||
|
Args:
|
||||||
|
error_message (str): The error message from the JSONDecodeError
|
||||||
|
exception.
|
||||||
|
|
||||||
|
Returns:
|
||||||
|
int: The character position.
|
||||||
|
"""
|
||||||
|
|
||||||
|
char_pattern = re.compile(r"\(char (\d+)\)")
|
||||||
|
if match := char_pattern.search(error_message):
|
||||||
|
return int(match[1])
|
||||||
|
else:
|
||||||
|
raise ValueError("Character position not found in the error message.")
|
||||||
|
|
||||||
|
|
||||||
def validate_json(json_object: object, schema_name: object) -> object:
|
def validate_json(json_object: object, schema_name: object) -> object:
|
||||||
"""
|
"""
|
||||||
@@ -204,10 +204,7 @@ logger = Logger()
|
|||||||
|
|
||||||
def print_assistant_thoughts(ai_name, assistant_reply):
|
def print_assistant_thoughts(ai_name, assistant_reply):
|
||||||
"""Prints the assistant's thoughts to the console"""
|
"""Prints the assistant's thoughts to the console"""
|
||||||
from autogpt.json_fixes.bracket_termination import (
|
from autogpt.json_utils.auto_fix import fix_and_parse_json, attempt_to_fix_json_by_finding_outermost_brackets
|
||||||
attempt_to_fix_json_by_finding_outermost_brackets,
|
|
||||||
)
|
|
||||||
from autogpt.json_fixes.parsing import fix_and_parse_json
|
|
||||||
|
|
||||||
try:
|
try:
|
||||||
try:
|
try:
|
||||||
|
|||||||
@@ -1,7 +1,7 @@
|
|||||||
import unittest
|
import unittest
|
||||||
|
|
||||||
import tests.context
|
import tests.context
|
||||||
from autogpt.json_fixes.parsing import fix_and_parse_json
|
from autogpt.json_utils.auto_fix import fix_and_parse_json
|
||||||
|
|
||||||
|
|
||||||
class TestParseJson(unittest.TestCase):
|
class TestParseJson(unittest.TestCase):
|
||||||
|
|||||||
@@ -1,6 +1,6 @@
|
|||||||
import unittest
|
import unittest
|
||||||
|
|
||||||
from autogpt.json_parser import fix_and_parse_json
|
from autogpt.json_utils.auto_fix import fix_and_parse_json
|
||||||
|
|
||||||
|
|
||||||
class TestParseJson(unittest.TestCase):
|
class TestParseJson(unittest.TestCase):
|
||||||
|
|||||||
Reference in New Issue
Block a user