Source code for arize._generated.api_client.models.prompt_version

# coding: utf-8

"""
    Arize REST API

    API specification for the backend data server. The API is hosted globally at https://api.arize.com/v2 or in your own environment. 

    The version of the OpenAPI document: 2.0.0
    Generated by OpenAPI Generator (https://openapi-generator.tech)

    Do not edit the class manually.
"""  # noqa: E501


from __future__ import annotations
import pprint
import re  # noqa: F401
import json

from datetime import datetime
from pydantic import BaseModel, ConfigDict, Field, StrictStr
from typing import Any, ClassVar, Dict, List, Optional
from arize._generated.api_client.models.input_variable_format import InputVariableFormat
from arize._generated.api_client.models.invocation_params import InvocationParams
from arize._generated.api_client.models.llm_message import LLMMessage
from arize._generated.api_client.models.llm_provider import LlmProvider
from arize._generated.api_client.models.provider_params import ProviderParams
from typing import Optional, Set
from typing_extensions import Self

[docs] class PromptVersion(BaseModel): """ A prompt version represents a specific snapshot of a prompt's configuration. Each version captures the messages, model settings, and parameters at a point in time. Versions are immutable once created and are identified by a commit hash. """ # noqa: E501 id: StrictStr = Field(description="The prompt version ID") prompt_id: StrictStr = Field(description="The prompt ID this version belongs to") commit_hash: StrictStr = Field(description="The commit hash of this version") commit_message: StrictStr = Field(description="The commit message describing the changes in this version") messages: List[LLMMessage] = Field(description="The messages that make up the prompt template") input_variable_format: InputVariableFormat provider: LlmProvider model: StrictStr = Field(description="The model to use for the call") invocation_params: Optional[InvocationParams] = None provider_params: Optional[ProviderParams] = None created_at: datetime = Field(description="When the version was created") created_by_user_id: StrictStr = Field(description="The user ID of the user who created this version") labels: Optional[List[StrictStr]] = Field(default=None, description="Label names currently pointing to this version (e.g., \"production\", \"staging\"). Labels are case-sensitive.") __properties: ClassVar[List[str]] = ["id", "prompt_id", "commit_hash", "commit_message", "messages", "input_variable_format", "provider", "model", "invocation_params", "provider_params", "created_at", "created_by_user_id", "labels"] model_config = ConfigDict( populate_by_name=True, validate_assignment=True, protected_namespaces=(), )
[docs] def to_str(self) -> str: """Returns the string representation of the model using alias""" return pprint.pformat(self.model_dump(by_alias=True))
[docs] def to_json(self) -> str: """Returns the JSON representation of the model using alias""" # TODO: pydantic v2: use .model_dump_json(by_alias=True, exclude_unset=True) instead return json.dumps(self.to_dict())
[docs] @classmethod def from_json(cls, json_str: str) -> Optional[Self]: """Create an instance of PromptVersion from a JSON string""" return cls.from_dict(json.loads(json_str))
[docs] def to_dict(self) -> Dict[str, Any]: """Return the dictionary representation of the model using alias. This has the following differences from calling pydantic's `self.model_dump(by_alias=True)`: * `None` is only added to the output dict for nullable fields that were set at model initialization. Other fields with value `None` are ignored. """ excluded_fields: Set[str] = set([ ]) _dict = self.model_dump( by_alias=True, exclude=excluded_fields, exclude_none=True, ) # override the default output from pydantic by calling `to_dict()` of each item in messages (list) _items = [] if self.messages: for _item_messages in self.messages: if _item_messages: _items.append(_item_messages.to_dict()) _dict['messages'] = _items # override the default output from pydantic by calling `to_dict()` of invocation_params if self.invocation_params: _dict['invocation_params'] = self.invocation_params.to_dict() # override the default output from pydantic by calling `to_dict()` of provider_params if self.provider_params: _dict['provider_params'] = self.provider_params.to_dict() return _dict
[docs] @classmethod def from_dict(cls, obj: Optional[Dict[str, Any]]) -> Optional[Self]: """Create an instance of PromptVersion from a dict""" if obj is None: return None if not isinstance(obj, dict): return cls.model_validate(obj) # raise errors for additional fields in the input for _key in obj.keys(): if _key not in cls.__properties: raise ValueError("Error due to additional fields (not defined in PromptVersion) in the input: " + _key) _obj = cls.model_validate({ "id": obj.get("id"), "prompt_id": obj.get("prompt_id"), "commit_hash": obj.get("commit_hash"), "commit_message": obj.get("commit_message"), "messages": [LLMMessage.from_dict(_item) for _item in obj["messages"]] if obj.get("messages") is not None else None, "input_variable_format": obj.get("input_variable_format"), "provider": obj.get("provider"), "model": obj.get("model"), "invocation_params": InvocationParams.from_dict(obj["invocation_params"]) if obj.get("invocation_params") is not None else None, "provider_params": ProviderParams.from_dict(obj["provider_params"]) if obj.get("provider_params") is not None else None, "created_at": obj.get("created_at"), "created_by_user_id": obj.get("created_by_user_id"), "labels": obj.get("labels") }) return _obj