litellm/tests/integration/_support/client.py

188 lines
7.7 KiB
Python

from __future__ import annotations
import os
import time
import uuid
from collections.abc import Callable, Iterator, Mapping
from contextlib import ExitStack, contextmanager
from dataclasses import dataclass
from hashlib import sha256
from typing import Final, TypeVar
import httpx
from integration._support.database import read_rows
from pydantic import JsonValue, TypeAdapter
JSON_OBJECT: Final = TypeAdapter(dict[str, JsonValue])
T = TypeVar("T")
def object_value(value: JsonValue) -> dict[str, JsonValue]:
return JSON_OBJECT.validate_python(value)
def string_value(value: JsonValue) -> str:
assert isinstance(value, str), f"Expected a string, received {type(value).__name__}"
return value
def delete_key_if_present(candidate: Gateway, key: str) -> None:
digest: Final = sha256(key.encode()).hexdigest()
if read_rows('SELECT token FROM "LiteLLM_VerificationToken" WHERE token=%s', (digest,)):
candidate.post("/key/delete", {"keys": [key]})
assert read_rows('SELECT token FROM "LiteLLM_VerificationToken" WHERE token=%s', (digest,)) == []
def eventually(read: Callable[[], T], satisfied: Callable[[T], bool], seconds: float = 10) -> T:
deadline: Final = time.monotonic() + seconds
while True:
observed: Final = read()
if satisfied(observed):
return observed
assert time.monotonic() < deadline, f"State did not converge: {observed!r}"
time.sleep(0.1)
@dataclass(frozen=True, slots=True)
class Gateway:
client: httpx.Client
key: str
upstream_url: str
def request(
self,
method: str,
path: str,
body: Mapping[str, JsonValue] | None = None,
*,
key: str | None = None,
params: Mapping[str, str] | None = None,
) -> httpx.Response:
return self.client.request(
method,
path,
json=body,
params=params,
headers={"Authorization": f"Bearer {self.key if key is None else key}"},
)
def post(self, path: str, body: Mapping[str, JsonValue], *, key: str | None = None) -> dict[str, JsonValue]:
response: Final = self.request("POST", path, body, key=key)
assert response.status_code == 200, f"POST {path}: {response.status_code} {response.text}"
return JSON_OBJECT.validate_json(response.content)
def get(self, path: str, params: Mapping[str, str] | None = None) -> dict[str, JsonValue]:
response: Final = self.request("GET", path, params=params)
assert response.status_code == 200, f"GET {path}: {response.status_code} {response.text}"
return JSON_OBJECT.validate_json(response.content)
def chat(self, model: str, *, key: str | None = None, text: str = "integration control") -> dict[str, JsonValue]:
return self.post(
"/v1/chat/completions",
{"model": model, "messages": [{"role": "user", "content": text}]},
key=key,
)
@contextmanager
def scenario(self) -> Iterator[Scenario]:
with ExitStack() as cleanups:
yield Scenario(self, cleanups)
@dataclass(frozen=True, slots=True)
class Scenario:
gateway: Gateway
cleanups: ExitStack
def key(self, **fields: JsonValue) -> str:
created: Final = self.gateway.post("/key/generate", fields)
token: Final = string_value(created["key"])
self.cleanups.callback(self.delete_key, token)
return token
def team(self, **fields: JsonValue) -> str:
created: Final = self.gateway.post("/team/new", {"team_alias": f"integration-{uuid.uuid4().hex}", **fields})
identity: Final = string_value(created["team_id"])
self.cleanups.callback(self.delete_team, identity)
return identity
def delete_team(self, identity: str) -> None:
self.gateway.post("/team/delete", {"team_ids": [identity]})
assert read_rows('SELECT team_id FROM "LiteLLM_TeamTable" WHERE team_id = %s', (identity,)) == []
def project(self, team_id: str, **fields: JsonValue) -> str:
created: Final = self.gateway.post(
"/project/new", {"team_id": team_id, "project_alias": f"integration-{uuid.uuid4().hex}", **fields}
)
identity: Final = string_value(created["project_id"])
self.cleanups.callback(self.delete_project, identity)
return identity
def delete_project(self, identity: str) -> None:
response: Final = self.gateway.request("DELETE", "/project/delete", {"project_ids": [identity]})
assert response.status_code == 200, response.text
assert read_rows('SELECT project_id FROM "LiteLLM_ProjectTable" WHERE project_id = %s', (identity,)) == []
def budget(self, **fields: JsonValue) -> str:
created: Final = self.gateway.post("/budget/new", fields)
identity: Final = string_value(created["budget_id"])
self.cleanups.callback(self.delete_budget, identity)
return identity
def delete_budget(self, identity: str) -> None:
self.gateway.post("/budget/delete", {"id": identity})
assert read_rows('SELECT budget_id FROM "LiteLLM_BudgetTable" WHERE budget_id = %s', (identity,)) == []
def user(self, **fields: JsonValue) -> str:
created: Final = self.gateway.post(
"/user/new", {"user_id": f"integration-{uuid.uuid4().hex}", "auto_create_key": False, **fields}
)
identity: Final = string_value(created["user_id"])
self.cleanups.callback(self.delete_user, identity)
return identity
def delete_user(self, identity: str) -> None:
response: Final = self.gateway.request("POST", "/user/delete", {"user_ids": [identity]})
assert response.status_code == 200 and response.json() == 1, response.text
assert read_rows('SELECT user_id FROM "LiteLLM_UserTable" WHERE user_id = %s', (identity,)) == []
def delete_key(self, token: str) -> None:
self.gateway.post("/key/delete", {"keys": [token]})
hashed: Final = sha256(token.encode()).hexdigest()
assert read_rows('SELECT token FROM "LiteLLM_VerificationToken" WHERE token = %s', (hashed,)) == []
info: Final = object_value(self.gateway.get("/key/info", {"key": hashed})["info"])
assert info["status"] == "deleted", f"Deleted key still served as live: {info['status']}"
def delete_model(self, identity: str) -> None:
self.gateway.post("/model/delete", {"id": identity})
entries: Final = self.gateway.get("/model/info")["data"]
assert isinstance(entries, list)
assert all(object_value(object_value(entry)["model_info"])["id"] != identity for entry in entries)
assert read_rows('SELECT model_id FROM "LiteLLM_ProxyModelTable" WHERE model_id = %s', (identity,)) == []
def model(self, **parameters: JsonValue) -> str:
name: Final = f"integration-{uuid.uuid4().hex}"
created: Final = self.gateway.post(
"/model/new",
{
"model_name": name,
"litellm_params": {
"model": "openai/gpt-4o-mini",
"api_key": "integration-provider-key",
"api_base": f"{self.gateway.upstream_url}/v1",
**parameters,
},
"model_info": {},
},
)
identity: Final = string_value(object_value(created["model_info"])["id"])
self.cleanups.callback(self.delete_model, identity)
return name
@contextmanager
def gateway_from_environment() -> Iterator[Gateway]:
url: Final = os.environ["INTEGRATION_PROXY_URL"]
upstream: Final = os.environ["INTEGRATION_UPSTREAM_URL"]
with httpx.Client(base_url=url, timeout=15, trust_env=False) as client:
yield Gateway(client, os.environ["INTEGRATION_MASTER_KEY"], upstream)