feat(core): Add common schemas

This commit is contained in:
Fangyin Cheng
2024-03-21 11:23:24 +08:00
parent ab3e8e54a1
commit b4b810d68f
18 changed files with 188 additions and 123 deletions

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"""Module for common schemas."""

116
dbgpt/core/schema/api.py Normal file
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"""API schema module."""
import time
import uuid
from typing import Any, Generic, List, Literal, Optional, TypeVar
from dbgpt._private.pydantic import BaseModel, Field
T = TypeVar("T")
class Result(BaseModel, Generic[T]):
"""Common result entity for API response."""
success: bool = Field(
..., description="Whether it is successful, True: success, False: failure"
)
err_code: str | None = Field(None, description="Error code")
err_msg: str | None = Field(None, description="Error message")
data: T | None = Field(None, description="Return data")
@staticmethod
def succ(data: T) -> "Result[T]":
"""Build a successful result entity.
Args:
data (T): Return data
Returns:
Result[T]: Result entity
"""
return Result(success=True, err_code=None, err_msg=None, data=data)
@staticmethod
def failed(msg: str, err_code: Optional[str] = "E000X") -> "Result[Any]":
"""Build a failed result entity.
Args:
msg (str): Error message
err_code (Optional[str], optional): Error code. Defaults to "E000X".
"""
return Result(success=False, err_code=err_code, err_msg=msg, data=None)
class DeltaMessage(BaseModel):
"""Delta message entity for chat completion response."""
role: Optional[str] = None
content: Optional[str] = None
class ChatCompletionResponseStreamChoice(BaseModel):
"""Chat completion response choice entity."""
index: int = Field(..., description="Choice index")
delta: DeltaMessage = Field(..., description="Delta message")
finish_reason: Optional[Literal["stop", "length"]] = Field(
None, description="Finish reason"
)
class ChatCompletionStreamResponse(BaseModel):
"""Chat completion response stream entity."""
id: str = Field(
default_factory=lambda: f"chatcmpl-{str(uuid.uuid1())}", description="Stream ID"
)
created: int = Field(
default_factory=lambda: int(time.time()), description="Created time"
)
model: str = Field(..., description="Model name")
choices: List[ChatCompletionResponseStreamChoice] = Field(
..., description="Chat completion response choices"
)
class ChatMessage(BaseModel):
"""Chat message entity."""
role: str = Field(..., description="Role of the message")
content: str = Field(..., description="Content of the message")
class UsageInfo(BaseModel):
"""Usage info entity."""
prompt_tokens: int = Field(0, description="Prompt tokens")
total_tokens: int = Field(0, description="Total tokens")
completion_tokens: Optional[int] = Field(0, description="Completion tokens")
class ChatCompletionResponseChoice(BaseModel):
"""Chat completion response choice entity."""
index: int = Field(..., description="Choice index")
message: ChatMessage = Field(..., description="Chat message")
finish_reason: Optional[Literal["stop", "length"]] = Field(
None, description="Finish reason"
)
class ChatCompletionResponse(BaseModel):
"""Chat completion response entity."""
id: str = Field(
default_factory=lambda: f"chatcmpl-{str(uuid.uuid1())}", description="Stream ID"
)
object: str = "chat.completion"
created: int = Field(
default_factory=lambda: int(time.time()), description="Created time"
)
model: str = Field(..., description="Model name")
choices: List[ChatCompletionResponseChoice] = Field(
..., description="Chat completion response choices"
)
usage: UsageInfo = Field(..., description="Usage info")