Source code for arize._generated.api_client.models.agent_integration
# 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, field_validator
from typing import Any, ClassVar, Dict, List, Optional
from arize._generated.api_client.models.agent_config import AgentConfig
from arize._generated.api_client.models.integration_scoping import IntegrationScoping
from typing import Optional, Set
from typing_extensions import Self
[docs]
class AgentIntegration(BaseModel):
"""
An agent integration (type=AGENT): a customer-hosted HTTPS endpoint plus a JSON Schema describing the request payload.
""" # noqa: E501
id: StrictStr = Field(description="The unique identifier for the integration.")
type: StrictStr = Field(description="Discriminator identifying an agent integration.")
name: StrictStr = Field(description="The integration name. Unique among active AGENT and EVALUATOR integrations in the account.")
description: Optional[StrictStr] = Field(default=None, description="Optional human-readable description of the integration.")
scopings: List[IntegrationScoping] = Field(description="Visibility scoping rules. Account-wide when empty.")
created_at: datetime = Field(description="When the integration was created.")
updated_at: datetime = Field(description="When the integration was last updated.")
created_by_user_id: Optional[StrictStr] = Field(description="Unique identifier of the user who created the integration. Null if that user has since been deleted.")
config: AgentConfig
__properties: ClassVar[List[str]] = ["id", "type", "name", "description", "scopings", "created_at", "updated_at", "created_by_user_id", "config"]
[docs]
@field_validator('type')
def type_validate_enum(cls, value):
"""Validates the enum"""
if value not in set(['AGENT']):
raise ValueError("must be one of enum values ('AGENT')")
return value
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 AgentIntegration 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 scopings (list)
_items = []
if self.scopings:
for _item_scopings in self.scopings:
if _item_scopings:
_items.append(_item_scopings.to_dict())
_dict['scopings'] = _items
# override the default output from pydantic by calling `to_dict()` of config
if self.config:
_dict['config'] = self.config.to_dict()
# set to None if description (nullable) is None
# and model_fields_set contains the field
if self.description is None and "description" in self.model_fields_set:
_dict['description'] = None
# set to None if created_by_user_id (nullable) is None
# and model_fields_set contains the field
if self.created_by_user_id is None and "created_by_user_id" in self.model_fields_set:
_dict['created_by_user_id'] = None
return _dict
[docs]
@classmethod
def from_dict(cls, obj: Optional[Dict[str, Any]]) -> Optional[Self]:
"""Create an instance of AgentIntegration from a dict"""
if obj is None:
return None
if not isinstance(obj, dict):
return cls.model_validate(obj)
_obj = cls.model_validate({
"id": obj.get("id"),
"type": obj.get("type"),
"name": obj.get("name"),
"description": obj.get("description"),
"scopings": [IntegrationScoping.from_dict(_item) for _item in obj["scopings"]] if obj.get("scopings") is not None else None,
"created_at": obj.get("created_at"),
"updated_at": obj.get("updated_at"),
"created_by_user_id": obj.get("created_by_user_id"),
"config": AgentConfig.from_dict(obj["config"]) if obj.get("config") is not None else None
})
return _obj