codeflash-internal/django/aiservice/optimizer/models.py
2025-10-22 21:20:20 -07:00

57 lines
1.8 KiB
Python

import libcst
from ninja import Schema
from pydantic import field_validator
from pydantic.dataclasses import dataclass
@dataclass(frozen=True)
class CodeAndExplanation:
cst_module: libcst.Module | None
explanation: str
@field_validator("cst_module")
def validate_cst_module(cls, v):
if not isinstance(v, libcst.Module):
raise ValueError("cst_module must be an instance of libcst.Module")
try:
# Unparse the CST module to get the source code
source_code = v.code
# Compile the source code to check for syntax errors
compile(source_code, "<string>", "exec")
except Exception as e:
raise ValueError(f"Invalid cst_module, compilation error: {e}")
return v
@dataclass(frozen=True)
class CodeExplanationAndID:
cst_module: libcst.Module
explanation: str
id: str
@field_validator("cst_module")
def validate_cst_module(cls, v):
if not isinstance(v, libcst.Module):
raise ValueError("cst_module must be an instance of libcst.Module")
try:
# Unparse the CST module to get the source code
source_code = v.code
# Compile the source code to check for syntax errors
compile(source_code, "<string>", "exec")
except Exception as e:
raise ValueError(f"Invalid cst_module, compilation error: {e}")
return v
class OptimizeSchema(Schema):
source_code: str
dependency_code: str | None
trace_id: str
python_version: str
experiment_metadata: dict[str, str] | None = None
codeflash_version: str | None = None
current_username: str | None = None
repo_owner: str | None = None
repo_name: str | None = None
is_async: bool | None = False
n_candidates: int | None = 5