BlossomTune-Orchestrator / tests /test_federation.py
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Add MLX-LM support (CPU only) (#4)
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import pytest
from unittest.mock import MagicMock
from blossomtune_gradio import federation as fed
@pytest.fixture
def mock_settings(mocker):
"""Fixture to mock the settings module."""
# The lambda returns a formatted string to simulate Jinja2's behavior
mock_get = MagicMock(
side_effect=lambda key, **kwargs: f"mock_{key}".format(**kwargs)
)
mocker.patch("blossomtune_gradio.federation.settings.get_text", mock_get)
return mock_get
@pytest.fixture
def mock_mail(mocker):
"""Fixture to mock the mail module."""
return mocker.patch("blossomtune_gradio.mail.send_activation_email")
def test_generate_participant_id():
"""Test the generation of a participant ID."""
pid = fed.generate_participant_id()
assert isinstance(pid, str)
assert len(pid) == 6
assert pid.isalnum() and pid.isupper()
def test_generate_activation_code():
"""Test the generation of an activation code."""
code = fed.generate_activation_code()
assert isinstance(code, str)
assert len(code) == 8
assert code.isalnum() and code.isupper()
class TestCheckParticipantStatus:
"""Test suite for the check_participant_status function."""
def test_new_user_registration_success(
self, in_memory_db, mock_settings, mock_mail
):
"""Verify successful registration for a new user."""
mock_mail.return_value = (True, "")
success, message, download = fed.check_participant_status(
"new_user", "new@example.com", ""
)
assert success is True
assert download is None
assert message == "mock_registration_submitted_md"
# Verify the user was added to the database
cursor = in_memory_db.cursor()
cursor.execute("SELECT hf_handle FROM requests WHERE hf_handle = 'new_user'")
assert cursor.fetchone() is not None
def test_new_user_invalid_email(self, in_memory_db, mock_settings):
"""Verify registration fails with an invalid email."""
success, message, download = fed.check_participant_status(
"user", "invalid-email", ""
)
assert success is False
assert download is None
assert message == "mock_invalid_email_md"
def test_new_user_federation_full(self, in_memory_db, mock_settings, mocker):
"""Verify registration fails when the federation is full."""
mocker.patch("blossomtune_gradio.federation.cfg.MAX_NUM_NODES", 0)
success, message, download = fed.check_participant_status(
"another_user", "another@example.com", ""
)
assert success is False
assert download is None
assert message == "mock_federation_full_md"
def test_user_activation_success(self, in_memory_db, mock_settings):
"""Verify a user can successfully activate their account."""
# Setup: Add a pending, non-activated user
cursor = in_memory_db.cursor()
cursor.execute(
"INSERT INTO requests (participant_id, status, timestamp, hf_handle, email, activation_code, is_activated) VALUES (?, ?, ?, ?, ?, ?, ?)",
("PID123", "pending", "now", "test_user", "test@example.com", "ABCDEF", 0),
)
in_memory_db.commit()
success, message, download = fed.check_participant_status(
"test_user", "test@example.com", "ABCDEF"
)
assert success is True
assert download is None
assert message == "mock_activation_successful_md"
# Verify the user is now activated
cursor.execute(
"SELECT is_activated FROM requests WHERE hf_handle = 'test_user'"
)
assert cursor.fetchone()[0] == 1
def test_user_activation_invalid_code(self, in_memory_db, mock_settings):
"""Verify activation fails with an invalid code."""
# Setup: Add a pending, non-activated user
cursor = in_memory_db.cursor()
cursor.execute(
"INSERT INTO requests (participant_id, status, timestamp, hf_handle, email, activation_code, is_activated) VALUES (?, ?, ?, ?, ?, ?, ?)",
("PID123", "pending", "now", "test_user", "test@example.com", "ABCDEF", 0),
)
in_memory_db.commit()
success, message, download = fed.check_participant_status(
"test_user", "test@example.com", "WRONGCODE"
)
assert success is False
assert download is None
assert message == "mock_activation_invalid_md"
def test_status_check_approved(self, in_memory_db, mock_settings):
"""Verify the status check for an approved user."""
cursor = in_memory_db.cursor()
cursor.execute(
"INSERT INTO requests (participant_id, status, timestamp, hf_handle, email, activation_code, is_activated, partition_id) VALUES (?, ?, ?, ?, ?, ?, ?, ?)",
(
"PID456",
"approved",
"now",
"approved_user",
"approved@example.com",
"GHIJKL",
1,
5,
),
)
in_memory_db.commit()
success, message, download = fed.check_participant_status(
"approved_user", "approved@example.com", "GHIJKL"
)
assert success is True
assert download is not None
assert "mock_status_approved_md" in message
class TestManageRequest:
"""Test suite for the manage_request function."""
def test_approve_success(self, in_memory_db):
"""Verify successful approval of a participant."""
# Setup: Add an activated, pending user
cursor = in_memory_db.cursor()
cursor.execute(
"INSERT INTO requests (participant_id, status, timestamp, hf_handle, email, activation_code, is_activated) VALUES (?, ?, ?, ?, ?, ?, ?)",
(
"PENDING1",
"pending",
"now",
"pending_user",
"pending@example.com",
"CODE",
1,
),
)
in_memory_db.commit()
success, message = fed.manage_request("PENDING1", "10", "approve")
assert success is True
assert "is allowed to join" in message
# Verify status in DB
cursor.execute(
"SELECT status, partition_id FROM requests WHERE participant_id = 'PENDING1'"
)
status, partition_id = cursor.fetchone()
assert status == "approved"
assert partition_id == 10
def test_approve_not_activated(self, in_memory_db, mock_settings):
"""Verify approval fails if the user is not activated."""
cursor = in_memory_db.cursor()
cursor.execute(
"INSERT INTO requests (participant_id, status, timestamp, hf_handle, email, activation_code, is_activated) VALUES (?, ?, ?, ?, ?, ?, ?)",
(
"PENDING2",
"pending",
"now",
"pending_user2",
"pending2@example.com",
"CODE",
0,
),
)
in_memory_db.commit()
success, message = fed.manage_request("PENDING2", "11", "approve")
assert success is False
assert message == "mock_participant_not_activated_warning_md"
def test_deny_success(self, in_memory_db):
"""Verify successful denial of a participant."""
cursor = in_memory_db.cursor()
cursor.execute(
"INSERT INTO requests (participant_id, status, timestamp, hf_handle, email, activation_code, is_activated) VALUES (?, ?, ?, ?, ?, ?, ?)",
(
"PENDING3",
"pending",
"now",
"pending_user3",
"pending3@example.com",
"CODE",
1,
),
)
in_memory_db.commit()
success, message = fed.manage_request("PENDING3", "", "deny")
assert success is True
assert "is not allowed to join" in message
# Verify status in DB
cursor.execute("SELECT status FROM requests WHERE participant_id = 'PENDING3'")
assert cursor.fetchone()[0] == "denied"
def test_get_next_partition_id(in_memory_db):
"""Verify the logic for finding the next available partition ID."""
cursor = in_memory_db.cursor()
# No approved users yet
assert fed.get_next_partion_id() == 0
# Add some approved users with assigned partitions, including the required timestamp
cursor.execute(
"INSERT INTO requests (participant_id, status, timestamp, partition_id) VALUES (?, ?, ?, ?)",
("P1", "approved", "now", 0),
)
cursor.execute(
"INSERT INTO requests (participant_id, status, timestamp, partition_id) VALUES (?, ?, ?, ?)",
("P2", "approved", "now", 1),
)
in_memory_db.commit()
assert fed.get_next_partion_id() == 2
# Add another user, skipping a partition ID
cursor.execute(
"INSERT INTO requests (participant_id, status, timestamp, partition_id) VALUES (?, ?, ?, ?)",
("P3", "approved", "now", 3),
)
in_memory_db.commit()
assert fed.get_next_partion_id() == 2