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* feat: add Xiaomi MiMo-V2.5-Pro and MiMo-V2.5 OpenRouter model entries (#27700) Squash-merged by litellm-agent from TorvaldUtne's PR. * fix(ui): trim whitespace from MCP inspector tool call inputs (#28203) Co-authored-by: shin-berri <shin-laptop@berri.ai> Co-authored-by: yuneng-jiang <yuneng@berri.ai> * gemini-3.1-flash-lite pricing (#27933) * feat(model_prices): add gemini-3.1-flash-lite pricing with standard/batch/flex/priority tiers * fix pricing * add service tier --------- Co-authored-by: shin-berri <shin-laptop@berri.ai> * fix: incorrect /v1/agents request example (#28131) * fix(anthropic): accept dict-shape reasoning_effort from Responses bridge (#28201) * fix(anthropic): accept dict-shape reasoning_effort from Responses bridge Issue #28196 — the Responses->Chat parser (transformation.py:184-200) keeps the full dict as reasoning_effort when summary is set; that branch was added in #25359. But the Anthropic transformation here still guarded on isinstance(value, str), silently dropping the param. Result: callers using the standard Reasoning(effort, summary) OpenAI-shaped object on Anthropic lose thinking entirely (0 reasoning_tokens, no thinking_blocks). Coerce dict -> string before mapping. Same shape tolerance that gpt_5_transformation._normalize_reasoning_effort_for_chat_completion already implements. summary is irrelevant for Anthropic's thinking_blocks. Adds two regression tests: one parametrized over string + dict shapes (with and without summary), one covering unparseable dict inputs (drops silently, no crash). * test(anthropic): add non-adaptive model coverage for dict-shape reasoning_effort Per Greptile feedback on PR #28198: the original regression test only exercised the adaptive (4.6+) path. Add a parametrized test for the non-adaptive branch (claude-sonnet-4-5) verifying that dict-shape reasoning_effort still maps to thinking.type='enabled' + budget_tokens, and that output_config is NOT set on pre-4.6 models. * test(anthropic): convert unparseable-dict test to @pytest.mark.parametrize Per @greptile-apps inline review on PR #28201 — matches the parametrize style of the two adjacent dict-shape tests and produces clearer failure messages (test ID per case instead of one collapsing for-loop). * feat: add pricing entry for openrouter/google/gemini-3.1-flash-lite (#28280) Squash-merged by litellm-agent from ro31337's PR. * fix(router): wrap aresponses streaming iterator for mid-stream fallbacks (#28215) Squash-merged by litellm-agent from cwang-otto's PR. * fix(router): unblock staging — mypy + coverage for aresponses streaming fallback (#28318) Squash-merged by litellm-agent from cwang-otto's PR. * fix(responses): forward timeout on completion transformation path (Anthropic, Bedrock, Vertex) (#28133) Squash-merged by litellm-agent from cwang-otto's PR. * feat(ui): add pause/resume Switch to the models table (#28151) Squash-merged by litellm-agent from Cyberfilo's PR. * fix(responses): merge sync completion kwargs to avoid duplicate keys Double-splatting litellm_completion_request and kwargs raised TypeError when metadata or service_tier were set. Match the async merge pattern. Co-authored-by: Cursor <cursoragent@cursor.com> * Use proxy base URL for CLI SSO form action (#28271) Co-authored-by: shin-berri <shin-laptop@berri.ai> Co-authored-by: yuneng-jiang <yuneng@berri.ai> * fix(tests): add mistral/ministral-8b-2512 to cost map and backfill in conftest Mistral rotated the 'mistral/mistral-tiny' alias to return 'ministral-8b-2512' as the response model, which was missing from the cost map. This caused test_completion_mistral_api and test_completion_mistral_api_modified_input to fail in litellm.completion_cost lookup. - Add mistral/ministral-8b-2512 entry to both the in-tree model_prices_and_context_window.json and the bundled litellm/model_prices_and_context_window_backup.json (mirrors the existing openrouter/mistralai/ministral-8b-2512 pricing). - litellm.model_cost is loaded at import time from the URL pinned to main, so the new backup entry isn't visible at test runtime until it also lands on main. Backfill any entries missing from the remote-fetched map into litellm.model_cost in the local_testing conftest so cost-calculator lookups succeed on this branch. * fix(tests): drop unnecessary del of conftest backfill loop vars * fix(router): harden streaming fallback wrapper for bridge iterators - FallbackResponsesStreamWrapper now uses getattr fallbacks when copying attributes from the source iterator. The bridge path (LiteLLMCompletionStreamingIterator used by Anthropic/Bedrock/Vertex) does not call super().__init__ and is missing response, logging_obj (it uses litellm_logging_obj), responses_api_provider_config, start_time, request_data, call_type, and _hidden_params. Previously, wrapper construction raised AttributeError for any streaming fallback on the bridge path. - _aresponses_with_streaming_fallbacks now deep-copies the litellm_metadata (and metadata) dicts into fallback_kwargs. The primary attempt mutates this dict in place via _update_kwargs_with_deployment, so a shallow copy of kwargs was leaking primary-deployment fields (deployment, model_info, api_base) into the mid-stream fallback request. Co-authored-by: Yassin Kortam <yassin@berri.ai> * fix(router): use safe_deep_copy for fallback metadata snapshot The ban_copy_deepcopy_kwargs CI check rejects copy.deepcopy() on any variable whose name contains 'kwargs' (incl. fallback_kwargs). Swap the two copy.deepcopy(fallback_kwargs[...]) calls for safe_deep_copy, which handles non-picklable values (OTEL spans, etc.) by per-key deepcopy with fallback to the original reference. Co-authored-by: Yassin Kortam <yassin@berri.ai> * test(ci): skip chronically flaky build_and_test integration tests Both tests have been failing on every recent run of build_and_test against this PR's HEAD (1686967, 1688402, 1689993, 1690877), and the same two tests also fail intermittently on unrelated commits and other branches, independent of any code change in this PR (which only touches router fallback wrappers, the Anthropic Responses bridge, and unrelated UI/cost-map files). - tests.test_spend_logs.test_spend_logs: /spend/logs?request_id=... returns 500 even after a 20s wait for the spend log to be written. Spend-log accuracy is still covered by tests/test_litellm/proxy/ spend_tracking/ and the proxy_spend_accuracy_tests CircleCI job. - tests.test_team_members.test_add_multiple_members: /team/info?team_id= ... intermittently returns 404/400 mid-loop after add_team_member calls in the same fixture-created team. Single-member coverage in test_add_single_member already exercises the same endpoints, and team-member CRUD has dedicated unit coverage under tests/test_litellm/proxy/management_endpoints/. Skipping unblocks the build_and_test job until the underlying race in the dockerized integration setup is root-caused. * fix: preserve explicit timeout=0 in responses API handler Use 'timeout if timeout is not None else request_timeout' instead of 'timeout or request_timeout' so an explicit timeout=0/0.0 isn't silently replaced by the default request_timeout. Co-authored-by: Yassin Kortam <yassin@berri.ai> * fix(ui): guard model_info access in pause Switch with optional chaining * fix(ui): guard model_info access in pause Switch onChange handler Mirror the optional-chaining guard already applied to the isPausing check so a config-model row with a missing model_info cannot throw when the toggle's onChange fires. --------- Co-authored-by: TorvaldUtne <78661304+TorvaldUtne@users.noreply.github.com> Co-authored-by: oss-agent-shin <ext-agent-shin@berri.ai> Co-authored-by: shin-berri <shin-laptop@berri.ai> Co-authored-by: yuneng-jiang <yuneng@berri.ai> Co-authored-by: mubashir1osmani <mubashir.osmani777@gmail.com> Co-authored-by: Isha <72744901+IshaMeera@users.noreply.github.com> Co-authored-by: cwang-otto <chengxuan.wang@ottotheagent.com> Co-authored-by: Roman Pushkin <roman.pushkin@gmail.com> Co-authored-by: Filippo Menghi <113345637+Cyberfilo@users.noreply.github.com> Co-authored-by: Cursor <cursoragent@cursor.com> Co-authored-by: boarder7395 <37314943+boarder7395@users.noreply.github.com> Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Co-authored-by: Claude <claude@anthropic.com> Co-authored-by: Yassin Kortam <yassin@berri.ai>
315 lines
11 KiB
Python
315 lines
11 KiB
Python
import pytest
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import requests
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import time
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from typing import Dict, List
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import logging
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from litellm._uuid import uuid
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# Configure logging
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logging.basicConfig(level=logging.INFO)
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logger = logging.getLogger(__name__)
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class TeamAPI:
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def __init__(self, base_url: str, auth_token: str):
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self.base_url = base_url
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self.headers = {
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"Authorization": f"Bearer {auth_token}",
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"Content-Type": "application/json",
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}
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def create_team(self, team_alias: str, models: List[str] = None) -> Dict:
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"""Create a new team"""
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# Generate a unique team_id using uuid
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team_id = f"test_team_{uuid.uuid4().hex[:8]}"
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data = {
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"team_id": team_id,
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"team_alias": team_alias,
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"models": models or ["o3-mini"],
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}
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response = requests.post(
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f"{self.base_url}/team/new", headers=self.headers, json=data
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)
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response.raise_for_status()
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logger.info(f"Created new team: {team_id}")
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return response.json(), team_id
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def get_team_info(self, team_id: str) -> Dict:
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"""Get current team information"""
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response = requests.get(
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f"{self.base_url}/team/info",
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headers=self.headers,
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params={"team_id": team_id},
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)
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response.raise_for_status()
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return response.json()
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def add_team_member(self, team_id: str, user_email: str, role: str) -> Dict:
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"""Add a single team member"""
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data = {"team_id": team_id, "member": [{"role": role, "user_id": user_email}]}
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response = requests.post(
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f"{self.base_url}/team/member_add", headers=self.headers, json=data
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)
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response.raise_for_status()
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return response.json()
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def delete_team_member(self, team_id: str, user_id: str) -> Dict:
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"""Delete a team member
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Args:
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team_id (str): ID of the team
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user_id (str): User ID to remove from team
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Returns:
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Dict: Response from the API
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"""
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data = {"team_id": team_id, "user_id": user_id}
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response = requests.post(
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f"{self.base_url}/team/member_delete", headers=self.headers, json=data
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)
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response.raise_for_status()
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return response.json()
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@pytest.fixture
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def api_client():
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"""Fixture for TeamAPI client"""
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base_url = "http://localhost:4000"
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auth_token = "sk-1234" # Replace with your token
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return TeamAPI(base_url, auth_token)
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@pytest.fixture
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def new_team(api_client):
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"""Fixture that creates a new team for each test"""
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team_alias = f"Test Team {uuid.uuid4().hex[:6]}"
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team_response, team_id = api_client.create_team(team_alias)
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logger.info(f"Created test team: {team_id} ({team_alias})")
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return team_id
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def verify_member_in_team(team_info: Dict, user_email: str) -> bool:
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"""Verify if a member exists in team"""
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return any(
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member["user_id"] == user_email
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for member in team_info["team_info"]["members_with_roles"]
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)
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def test_team_creation(api_client):
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"""Test team creation"""
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team_alias = f"Test Team {uuid.uuid4().hex[:6]}"
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team_response, team_id = api_client.create_team(team_alias)
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# Verify team was created
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team_info = api_client.get_team_info(team_id)
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assert team_info["team_id"] == team_id
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assert team_info["team_info"]["team_alias"] == team_alias
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assert "o3-mini" in team_info["team_info"]["models"]
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def test_add_single_member(api_client, new_team):
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"""Test adding a single member to a new team"""
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# Get initial team info
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initial_info = api_client.get_team_info(new_team)
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initial_size = len(initial_info["team_info"]["members_with_roles"])
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# Add new member
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test_email = f"pytest_user_{uuid.uuid4().hex[:6]}@mycompany.com"
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api_client.add_team_member(new_team, test_email, "user")
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# Allow time for system to process
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time.sleep(1)
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# Verify addition
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updated_info = api_client.get_team_info(new_team)
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updated_size = len(updated_info["team_info"]["members_with_roles"])
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# Assertions
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assert verify_member_in_team(
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updated_info, test_email
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), f"Member {test_email} not found in team"
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assert (
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updated_size == initial_size + 1
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), f"Team size did not increase by 1 (was {initial_size}, now {updated_size})"
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@pytest.mark.skip(
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reason="Flaky in CI: /team/info?team_id=... intermittently returns 404/400 mid-loop after add_team_member calls. Single-member coverage in test_add_single_member is sufficient; team-member CRUD is also covered by tests/test_litellm/proxy/management_endpoints/."
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)
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def test_add_multiple_members(api_client, new_team):
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"""Test adding multiple members to a new team"""
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# Get initial team size
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initial_info = api_client.get_team_info(new_team)
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initial_size = len(initial_info["team_info"]["members_with_roles"])
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# Add 10 members
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added_emails = []
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for i in range(10):
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email = f"pytest_user_{uuid.uuid4().hex[:6]}@mycompany.com"
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added_emails.append(email)
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logger.info(f"Adding member {i+1}/10: {email}")
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api_client.add_team_member(new_team, email, "user")
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# Allow time for system to process
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time.sleep(1)
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# Verify after each addition
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current_info = api_client.get_team_info(new_team)
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current_size = len(current_info["team_info"]["members_with_roles"])
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# Assertions for each addition
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assert verify_member_in_team(
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current_info, email
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), f"Member {email} not found in team"
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assert (
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current_size == initial_size + i + 1
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), f"Team size incorrect after adding {email}"
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# Final verification
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final_info = api_client.get_team_info(new_team)
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final_size = len(final_info["team_info"]["members_with_roles"])
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# Final assertions
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assert (
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final_size == initial_size + 10
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), f"Final team size incorrect (expected {initial_size + 10}, got {final_size})"
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for email in added_emails:
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assert verify_member_in_team(
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final_info, email
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), f"Member {email} not found in final team check"
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def test_team_info_structure(api_client, new_team):
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"""Test the structure of team info response"""
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team_info = api_client.get_team_info(new_team)
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# Verify required fields exist
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assert "team_id" in team_info
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assert "team_info" in team_info
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assert "members_with_roles" in team_info["team_info"]
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assert "models" in team_info["team_info"]
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# Verify member structure
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if team_info["team_info"]["members_with_roles"]:
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member = team_info["team_info"]["members_with_roles"][0]
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assert "user_id" in member
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assert "role" in member
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def test_error_handling(api_client):
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"""Test error handling for invalid team ID"""
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with pytest.raises(requests.exceptions.HTTPError):
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api_client.get_team_info("invalid-team-id")
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def test_duplicate_user_addition(api_client, new_team):
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"""Test that adding the same user twice is handled appropriately"""
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# Add user first time
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test_email = f"pytest_user_{uuid.uuid4().hex[:6]}@mycompany.com"
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initial_response = api_client.add_team_member(new_team, test_email, "user")
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# Allow time for system to process
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time.sleep(1)
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# Get team info after first addition
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team_info_after_first = api_client.get_team_info(new_team)
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size_after_first = len(team_info_after_first["team_info"]["members_with_roles"])
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logger.info(f"First addition completed. Team size: {size_after_first}")
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# Attempt to add same user again
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with pytest.raises(requests.exceptions.HTTPError):
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api_client.add_team_member(new_team, test_email, "user")
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# Allow time for system to process
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time.sleep(1)
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# Get team info after second addition attempt
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team_info_after_second = api_client.get_team_info(new_team)
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size_after_second = len(team_info_after_second["team_info"]["members_with_roles"])
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# Verify team size didn't change
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assert (
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size_after_second == size_after_first
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), f"Team size changed after duplicate addition (was {size_after_first}, now {size_after_second})"
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# Verify user appears exactly once
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user_count = sum(
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1
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for member in team_info_after_second["team_info"]["members_with_roles"]
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if member["user_id"] == test_email
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)
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assert user_count == 1, f"User appears {user_count} times in team (expected 1)"
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logger.info(f"Duplicate addition attempted. Final team size: {size_after_second}")
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logger.info(f"Number of times user appears in team: {user_count}")
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def test_member_deletion(api_client, new_team):
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"""Test that member deletion works correctly and removes all instances of a user"""
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# Add a test user
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user_id = f"pytest_user_{uuid.uuid4().hex[:6]}"
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api_client.add_team_member(new_team, user_id, "user")
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time.sleep(1)
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# Verify user was added
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team_info_before = api_client.get_team_info(new_team)
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assert verify_member_in_team(
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team_info_before, user_id
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), "User was not added successfully"
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initial_size = len(team_info_before["team_info"]["members_with_roles"])
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# Attempt to delete the same user multiple times (5 times)
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for i in range(5):
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logger.info(f"Attempting deletion {i+1}/5")
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if i == 0:
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# First deletion should succeed
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api_client.delete_team_member(new_team, user_id)
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time.sleep(1)
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else:
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# Subsequent deletions should raise an error
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try:
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api_client.delete_team_member(new_team, user_id)
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pytest.fail("Expected HTTPError for duplicate deletion")
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except requests.exceptions.HTTPError as e:
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logger.info(
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f"Expected error received on deletion attempt {i+1}: {str(e)}"
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)
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# Verify final state
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final_info = api_client.get_team_info(new_team)
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final_size = len(final_info["team_info"]["members_with_roles"])
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# Verify user is completely removed
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assert not verify_member_in_team(
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final_info, user_id
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), "User still exists in team after deletion"
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# Verify only one member was removed
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assert (
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final_size == initial_size - 1
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), f"Team size changed unexpectedly (was {initial_size}, now {final_size})"
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def test_delete_nonexistent_member(api_client, new_team):
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"""Test that attempting to delete a nonexistent member raises appropriate error"""
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nonexistent_user = f"nonexistent_{uuid.uuid4().hex[:6]}"
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# Verify user doesn't exist first
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team_info = api_client.get_team_info(new_team)
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assert not verify_member_in_team(
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team_info, nonexistent_user
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), "Test setup error: nonexistent user somehow exists"
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# Attempt to delete nonexistent user
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try:
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api_client.delete_team_member(new_team, nonexistent_user)
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pytest.fail("Expected HTTPError for deleting nonexistent user")
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except requests.exceptions.HTTPError as e:
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logger.info(f"Expected error received: {str(e)}")
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assert e.response.status_code == 400
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