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import json
from datetime import datetime
from json_repair import repair_json
from litellm.types.utils import ModelResponse
from openhands.core.exceptions import LLMResponseError
from openhands.events.event import Event
from openhands.events.observation import CmdOutputMetadata
from openhands.events.serialization import event_to_dict
from openhands.llm.metrics import Metrics
def my_default_encoder(obj):
"""Custom JSON encoder that handles datetime and event objects"""
if isinstance(obj, datetime):
return obj.isoformat()
if isinstance(obj, Event):
return event_to_dict(obj)
if isinstance(obj, Metrics):
return obj.get()
if isinstance(obj, ModelResponse):
return obj.model_dump()
if isinstance(obj, CmdOutputMetadata):
return obj.model_dump()
return json.JSONEncoder().default(obj)
def dumps(obj, **kwargs):
"""Serialize an object to str format"""
return json.dumps(obj, default=my_default_encoder, **kwargs)
def loads(json_str, **kwargs):
"""Create a JSON object from str"""
try:
return json.loads(json_str, **kwargs)
except json.JSONDecodeError:
pass
depth = 0
start = -1
for i, char in enumerate(json_str):
if char == '{':
if depth == 0:
start = i
depth += 1
elif char == '}':
depth -= 1
if depth == 0 and start != -1:
response = json_str[start : i + 1]
try:
json_str = repair_json(response)
return json.loads(json_str, **kwargs)
except (json.JSONDecodeError, ValueError, TypeError) as e:
raise LLMResponseError(
'Invalid JSON in response. Please make sure the response is a valid JSON object.'
) from e
raise LLMResponseError('No valid JSON object found in response.')
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