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

# 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 pydantic import BaseModel, ConfigDict, Field, StrictStr
from typing import Any, ClassVar, Dict, List, Optional
from arize._generated.api_client.models.provider_params_anthropic_headers import ProviderParamsAnthropicHeaders
from arize._generated.api_client.models.provider_params_azure_params import ProviderParamsAzureParams
from arize._generated.api_client.models.provider_params_bedrock_options import ProviderParamsBedrockOptions
from typing import Optional, Set
from typing_extensions import Self



class ProviderParams(BaseModel):
    """
    Provider-specific parameters
    """ # noqa: E501
    azure_params: Optional[ProviderParamsAzureParams] = None
    anthropic_headers: Optional[ProviderParamsAnthropicHeaders] = None
    anthropic_version: Optional[StrictStr] = Field(default=None, description="Anthropic API version")
    bedrock_options: Optional[ProviderParamsBedrockOptions] = None
    region: Optional[StrictStr] = Field(default=None, description="Region for the model deployment")
    additional_properties: Dict[str, Any] = {}
    __properties: ClassVar[List[str]] = ["azure_params", "anthropic_headers", "anthropic_version", "bedrock_options", "region"]

    model_config = ConfigDict(
        populate_by_name=True,
        validate_assignment=True,
        protected_namespaces=(),
    )




    def to_str(self) -> str:
        """Returns the string representation of the model using alias"""
        return pprint.pformat(self.model_dump(by_alias=True))




    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())




    @classmethod
    def from_json(cls, json_str: str) -> Optional[Self]:
        """Create an instance of ProviderParams from a JSON string"""
        return cls.from_dict(json.loads(json_str))




    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.
        * Fields in `self.additional_properties` are added to the output dict.
        """
        excluded_fields: Set[str] = set([
            "additional_properties",
        ])

        _dict = self.model_dump(
            by_alias=True,
            exclude=excluded_fields,
            exclude_none=True,
        )
        # override the default output from pydantic by calling `to_dict()` of azure_params
        if self.azure_params:
            _dict['azure_params'] = self.azure_params.to_dict()
        # override the default output from pydantic by calling `to_dict()` of anthropic_headers
        if self.anthropic_headers:
            _dict['anthropic_headers'] = self.anthropic_headers.to_dict()
        # override the default output from pydantic by calling `to_dict()` of bedrock_options
        if self.bedrock_options:
            _dict['bedrock_options'] = self.bedrock_options.to_dict()
        # puts key-value pairs in additional_properties in the top level
        if self.additional_properties is not None:
            for _key, _value in self.additional_properties.items():
                _dict[_key] = _value

        return _dict




    @classmethod
    def from_dict(cls, obj: Optional[Dict[str, Any]]) -> Optional[Self]:
        """Create an instance of ProviderParams from a dict"""
        if obj is None:
            return None

        if not isinstance(obj, dict):
            return cls.model_validate(obj)

        _obj = cls.model_validate({
            "azure_params": ProviderParamsAzureParams.from_dict(obj["azure_params"]) if obj.get("azure_params") is not None else None,
            "anthropic_headers": ProviderParamsAnthropicHeaders.from_dict(obj["anthropic_headers"]) if obj.get("anthropic_headers") is not None else None,
            "anthropic_version": obj.get("anthropic_version"),
            "bedrock_options": ProviderParamsBedrockOptions.from_dict(obj["bedrock_options"]) if obj.get("bedrock_options") is not None else None,
            "region": obj.get("region")
        })
        # store additional fields in additional_properties
        for _key in obj.keys():
            if _key not in cls.__properties:
                _obj.additional_properties[_key] = obj.get(_key)

        return _obj