Skip to content

Commit

Permalink
fmt
Browse files Browse the repository at this point in the history
  • Loading branch information
baskaryan committed Feb 15, 2024
1 parent ee660d8 commit 8ab45bd
Showing 1 changed file with 2 additions and 52 deletions.
54 changes: 2 additions & 52 deletions libs/langchain/langchain/output_parsers/pydantic.py
Original file line number Diff line number Diff line change
@@ -1,53 +1,3 @@
import json
from typing import Any, List, Type
from langchain_core.output_parsers import PydanticOutputParser

from langchain_core.exceptions import OutputParserException
from langchain_core.output_parsers import JsonOutputParser
from langchain_core.outputs import Generation
from langchain_core.pydantic_v1 import BaseModel, ValidationError

from langchain.output_parsers.format_instructions import PYDANTIC_FORMAT_INSTRUCTIONS


class PydanticOutputParser(JsonOutputParser):
"""Parse an output using a pydantic model."""

pydantic_object: Type[BaseModel]
"""The pydantic model to parse.
Attention: To avoid potential compatibility issues, it's recommended to use
pydantic <2 or leverage the v1 namespace in pydantic >= 2.
"""

def parse_result(self, result: List[Generation], *, partial: bool = False) -> Any:
json_object = super().parse_result(result)
try:
return self.pydantic_object.parse_obj(json_object)
except ValidationError as e:
name = self.pydantic_object.__name__
msg = f"Failed to parse {name} from completion {json_object}. Got: {e}"
raise OutputParserException(msg, llm_output=json_object)

def get_format_instructions(self) -> str:
# Copy schema to avoid altering original Pydantic schema.
schema = {k: v for k, v in self.pydantic_object.schema().items()}

# Remove extraneous fields.
reduced_schema = schema
if "title" in reduced_schema:
del reduced_schema["title"]
if "type" in reduced_schema:
del reduced_schema["type"]
# Ensure json in context is well-formed with double quotes.
schema_str = json.dumps(reduced_schema)

return PYDANTIC_FORMAT_INSTRUCTIONS.format(schema=schema_str)

@property
def _type(self) -> str:
return "pydantic"

@property
def OutputType(self) -> Type[BaseModel]:
"""Return the pydantic model."""
return self.pydantic_object
__all__ = ["PydanticOutputParser"]

0 comments on commit 8ab45bd

Please sign in to comment.