Files
cmshoppe/tests/test_image_studio_generation.py
T

830 lines
34 KiB
Python

import io
import os
import sys
import threading
import time
import unittest
from concurrent.futures import CancelledError
from unittest import mock
sys.path.insert(0, os.path.dirname(__file__))
from _helpers import TempDirMixin
from app import db, image_studio, image_studio_generation
class ImageStudioGenerationTests(TempDirMixin, unittest.TestCase):
def _png_bytes(self):
from PIL import Image
output = io.BytesIO()
Image.new("RGB", (32, 32), (120, 80, 160)).save(output, format="PNG")
return output.getvalue()
def _config(self, temp_dir):
return {
"data_dir": temp_dir,
"db_path": os.path.join(temp_dir, "cmshopee.db"),
"image_dir": os.path.join(temp_dir, "images"),
"ai": {
"backend": "cmhub",
"image_concurrency": 1,
"retry": 0,
"resolution": "1k",
"jpg_quality": 90,
"cmhub": {
"base_url": "https://cmhub.example.com",
"image_alias": "image-hd",
"connect_timeout": 3,
"download_with_curl": "false",
},
},
}
def _project_source(self, temp_dir):
cfg = self._config(temp_dir)
db.init_db(cfg["db_path"])
project = image_studio.create_or_get_project(
account_alias="alias",
account_slug="alias_slug",
item_id="51100639510",
path=cfg["db_path"],
)
source_path = os.path.join(temp_dir, "source.png")
with open(source_path, "wb") as fh:
fh.write(self._png_bytes())
source = image_studio.add_asset(
project.id,
image_studio.ASSET_KIND_ORIGINAL,
remote_url="https://cdn.example.com/source.png",
local_path=source_path,
source_order=1,
path=cfg["db_path"],
)
return cfg, project, source
def _runtime(self):
return {
"base_url": "https://cmhub.example.com",
"api_key": "sk-test",
"alias": "image-hd",
"connect_timeout": 3,
"use_system_proxy": False,
"download_with_curl": "false",
}
def test_generate_image_jobs_creates_independent_jobs_and_assets(self):
with self.make_temp_dir() as temp_dir:
cfg, project, source = self._project_source(temp_dir)
submitted = []
poll_seen_persisted = []
def fake_submit(method, url, api_key, **kwargs):
self.assertEqual("POST", method)
task_id = "cmhub-task-%d" % (len(submitted) + 1)
submitted.append((task_id, kwargs["headers_extra"]["Idempotency-Key"]))
return {
"task_id": task_id,
"status": "queued",
"call_id": "call-%d" % len(submitted),
"points_cost": 2,
"points_balance": 100 - len(submitted) * 2,
}
def fake_poll(method, url, api_key, **kwargs):
self.assertEqual("GET", method)
task_id = url.rsplit("/", 1)[-1]
jobs = image_studio.list_resumable_jobs(path=cfg["db_path"], project_id=project.id)
poll_seen_persisted.append(any(job.task_id == task_id for job in jobs))
return {
"task_id": task_id,
"status": "succeeded",
"result": {"image_url": "https://cdn.example.com/%s.png" % task_id},
}
with mock.patch("app.image_studio_generation._runtime", return_value=self._runtime()), \
mock.patch(
"app.image_studio_generation.ai._cmhub_call_with_retry",
side_effect=fake_submit,
), \
mock.patch(
"app.image_studio_generation.ai._cmhub_call_once",
side_effect=fake_poll,
), \
mock.patch(
"app.image_studio_generation.ai._download_cmhub_image_with_retry",
return_value=(self._png_bytes(), 0.1),
), \
mock.patch("app.image_studio_generation.ai._sleep_cmhub_poll"):
summary = image_studio_generation.generate_image_jobs(
project.id,
source.id,
"完整提示词",
3,
config=cfg,
path=cfg["db_path"],
)
self.assertEqual(3, summary["success"])
self.assertEqual(0, summary["failed"])
self.assertEqual(3, len(submitted))
self.assertEqual(3, len({key for _, key in submitted}))
self.assertEqual([True, True, True], poll_seen_persisted)
jobs = image_studio.list_resumable_jobs(path=cfg["db_path"], project_id=project.id)
self.assertEqual([], jobs)
all_jobs = [
image_studio.get_job(result["job"].id, path=cfg["db_path"])
for result in summary["jobs"]
]
self.assertEqual(["succeeded", "succeeded", "succeeded"], [job.status for job in all_jobs])
self.assertTrue(all(job.task_id for job in all_jobs))
self.assertTrue(all(job.task_key for job in all_jobs))
self.assertEqual([2, 2, 2], [job.points_cost for job in all_jobs])
assets = image_studio.list_assets(project.id, kind="generated_main", path=cfg["db_path"])
self.assertEqual(3, len(assets))
self.assertTrue(all(os.path.isfile(asset.local_path) for asset in assets))
self.assertTrue(all(asset.parent_asset_id == source.id for asset in assets))
self.assertTrue(all(asset.prompt == "完整提示词" for asset in assets))
self.assert_removed(temp_dir)
def test_direct_gateway_rejects_new_suite_job_before_creation(self):
with self.make_temp_dir() as temp_dir:
cfg, project, source = self._project_source(temp_dir)
cfg["ai"]["backend"] = "direct"
with mock.patch("app.image_studio_generation.image_studio.create_job") as create_job:
with self.assertRaises(image_studio_generation.ImageStudioGenerationError):
image_studio_generation.create_generation_jobs(
project.id,
source.id,
"不应提交",
1,
config=cfg,
path=cfg["db_path"],
)
create_job.assert_not_called()
self.assert_removed(temp_dir)
def test_resume_rejects_non_default_gateway_task_without_reading_gateway_config(self):
with self.make_temp_dir() as temp_dir:
cfg, project, source = self._project_source(temp_dir)
cfg["ai"]["backend"] = "direct"
job = image_studio.create_job(
project.id,
source_asset_id=source.id,
job_type="白底图",
prompt="旧任务",
generation_source="direct",
provider="direct",
path=cfg["db_path"],
)
job = image_studio.set_job_submitted(
job.id,
"custom-task-1",
path=cfg["db_path"],
)
with mock.patch("app.image_studio_generation._runtime") as runtime:
summary = image_studio_generation.run_jobs(
[job],
config=cfg,
path=cfg["db_path"],
)
runtime.assert_not_called()
self.assertEqual(1, summary["total"])
self.assertEqual(1, summary["failed"])
self.assertIn("不属于默认网关", summary["jobs"][0]["error"])
self.assert_removed(temp_dir)
def test_direct_selection_still_resumes_submitted_default_gateway_task(self):
with self.make_temp_dir() as temp_dir:
cfg, project, source = self._project_source(temp_dir)
cfg["ai"]["backend"] = "direct"
job = image_studio.create_job(
project.id,
source_asset_id=source.id,
job_type="白底图",
prompt="已扣点图片",
generation_source="cmhub",
provider="cmhub",
path=cfg["db_path"],
)
job = image_studio.set_job_submitted(
job.id,
"cmhub-task-1",
path=cfg["db_path"],
)
with mock.patch(
"app.image_studio_generation._runtime",
return_value=self._runtime(),
), mock.patch(
"app.image_studio_generation.ai._cmhub_call_once",
return_value={
"task_id": "cmhub-task-1",
"status": "succeeded",
"result": {"image_url": "https://cdn.example.com/result.png"},
},
) as poll, mock.patch(
"app.image_studio_generation.ai._download_cmhub_image_with_retry",
return_value=(self._png_bytes(), 0.1),
):
summary = image_studio_generation.run_jobs(
[job],
config=cfg,
path=cfg["db_path"],
)
poll.assert_called_once()
self.assertEqual(1, summary["success"])
self.assertEqual("succeeded", image_studio.get_job(job.id, path=cfg["db_path"]).status)
self.assert_removed(temp_dir)
def test_generate_image_jobs_sends_selected_aspect_ratio(self):
with self.make_temp_dir() as temp_dir:
cfg, project, source = self._project_source(temp_dir)
submitted_payloads = []
def fake_submit(method, url, api_key, **kwargs):
submitted_payloads.append(dict(kwargs["payload"]))
return {"task_id": "cmhub-ratio", "status": "queued"}
with mock.patch("app.image_studio_generation._runtime", return_value=self._runtime()), \
mock.patch(
"app.image_studio_generation.ai._cmhub_call_with_retry",
side_effect=fake_submit,
), \
mock.patch(
"app.image_studio_generation.ai._cmhub_call_once",
return_value={
"task_id": "cmhub-ratio",
"status": "succeeded",
"result": {"image_url": "https://cdn.example.com/ratio.png"},
},
), \
mock.patch(
"app.image_studio_generation.ai._download_cmhub_image_with_retry",
return_value=(self._png_bytes(), 0.1),
):
summary = image_studio_generation.generate_image_jobs(
project.id,
source.id,
"比例测试",
1,
aspect_ratio="3:4",
config=cfg,
path=cfg["db_path"],
)
self.assertEqual(1, summary["success"])
self.assertEqual("3:4", submitted_payloads[0]["aspect_ratio"])
self.assertEqual(1, len(submitted_payloads[0]["images"]))
self.assertIn("image_base64", submitted_payloads[0]["images"][0])
self.assertNotIn("image_base64", submitted_payloads[0])
self.assert_removed(temp_dir)
def test_build_cmhub_images_keeps_order_and_limits_to_eight_inputs(self):
with self.make_temp_dir() as temp_dir:
cfg, project, source = self._project_source(temp_dir)
references = []
for index in range(2, 10):
path = os.path.join(temp_dir, "source-%d.png" % index)
with open(path, "wb") as fh:
fh.write(self._png_bytes())
references.append(
image_studio.add_asset(
project.id,
image_studio.ASSET_KIND_ORIGINAL,
local_path=path,
source_order=index,
path=cfg["db_path"],
)
)
with mock.patch(
"app.image_studio_generation.ai._image_data_url",
side_effect=lambda path: "data:image/png;base64,%s" % os.path.basename(path),
):
images, omitted_count = image_studio_generation._build_cmhub_images(
source,
references,
)
self.assertEqual(8, len(images))
self.assertEqual(1, omitted_count)
self.assertTrue(images[0]["image_base64"].endswith("source.png"))
self.assertTrue(images[-1]["image_base64"].endswith("source-8.png"))
self.assert_removed(temp_dir)
def test_build_cmhub_images_rejects_oversized_total_payload(self):
with self.make_temp_dir() as temp_dir:
_, _, source = self._project_source(temp_dir)
with mock.patch(
"app.image_studio_generation.ai._image_data_url",
return_value="x" * 32,
), mock.patch.object(
image_studio_generation,
"CMHUB_IMAGE_STUDIO_MAX_TOTAL_INPUT_BYTES",
16,
):
with self.assertRaisesRegex(
image_studio_generation.ImageStudioGenerationError,
"总大小超过32MiB",
):
image_studio_generation._build_cmhub_images(source)
self.assert_removed(temp_dir)
def test_job_reference_snapshot_submits_ordered_images(self):
with self.make_temp_dir() as temp_dir:
cfg, project, source = self._project_source(temp_dir)
reference_path = os.path.join(temp_dir, "reference.png")
with open(reference_path, "wb") as fh:
fh.write(self._png_bytes())
reference = image_studio.add_asset(
project.id,
image_studio.ASSET_KIND_ORIGINAL,
local_path=reference_path,
source_order=2,
path=cfg["db_path"],
)
job = image_studio.create_job(
project.id,
source_asset_id=source.id,
reference_asset_ids=[reference.id],
prompt="多图提示词",
path=cfg["db_path"],
)
submitted = []
def fake_submit(method, url, api_key, **kwargs):
submitted.append(kwargs["payload"])
return {"task_id": "multi-image-task", "status": "queued"}
with mock.patch("app.image_studio_generation._runtime", return_value=self._runtime()), \
mock.patch("app.image_studio_generation.ai._cmhub_call_with_retry", side_effect=fake_submit), \
mock.patch(
"app.image_studio_generation.ai._cmhub_call_once",
return_value={
"task_id": "multi-image-task",
"status": "succeeded",
"result": {"image_url": "https://cdn.example.com/multi.png"},
},
), \
mock.patch(
"app.image_studio_generation.ai._download_cmhub_image_with_retry",
return_value=(self._png_bytes(), 0.1),
):
summary = image_studio_generation.run_jobs(
[job],
config=cfg,
path=cfg["db_path"],
)
self.assertEqual(1, summary["success"])
self.assertEqual(2, len(submitted[0]["images"]))
self.assertNotIn("image_base64", submitted[0])
self.assert_removed(temp_dir)
def test_missing_reference_snapshot_fails_without_submitting(self):
with self.make_temp_dir() as temp_dir:
cfg, project, source = self._project_source(temp_dir)
reference = image_studio.add_asset(
project.id,
image_studio.ASSET_KIND_ORIGINAL,
local_path=os.path.join(temp_dir, "missing-reference.png"),
source_order=2,
path=cfg["db_path"],
)
job = image_studio.create_job(
project.id,
source_asset_id=source.id,
reference_asset_ids=[reference.id],
prompt="多图提示词",
path=cfg["db_path"],
)
with mock.patch("app.image_studio_generation._runtime", return_value=self._runtime()), \
mock.patch("app.image_studio_generation.ai._cmhub_call_with_retry") as submit:
summary = image_studio_generation.run_jobs(
[job],
config=cfg,
path=cfg["db_path"],
)
self.assertEqual(1, summary["failed"])
self.assertIn("参考图尚未下载", summary["jobs"][0]["error"])
submit.assert_not_called()
self.assert_removed(temp_dir)
def test_stop_after_download_discards_temporary_result(self):
with self.make_temp_dir() as temp_dir:
cfg, project, source = self._project_source(temp_dir)
stopped = {"value": False}
saved_paths = []
def fake_download(
request_result,
out_path,
config,
on_event,
job_id,
should_stop=None,
):
os.makedirs(os.path.dirname(out_path), exist_ok=True)
with open(out_path, "wb") as fh:
fh.write(self._png_bytes())
saved_paths.append(out_path)
stopped["value"] = True
return out_path
with mock.patch("app.image_studio_generation._runtime", return_value=self._runtime()), \
mock.patch(
"app.image_studio_generation.ai._cmhub_call_with_retry",
return_value={"task_id": "cmhub-stop", "status": "queued"},
), \
mock.patch(
"app.image_studio_generation.ai._cmhub_call_once",
return_value={
"task_id": "cmhub-stop",
"status": "succeeded",
"result": {"image_url": "https://cdn.example.com/stop.png"},
},
), \
mock.patch(
"app.image_studio_generation._download_and_save_job_image",
side_effect=fake_download,
):
summary = image_studio_generation.generate_image_jobs(
project.id,
source.id,
"停止测试",
1,
config=cfg,
path=cfg["db_path"],
should_stop=lambda: stopped["value"],
)
self.assertEqual(1, summary["cancelled"])
self.assertEqual([], image_studio.list_assets(project.id, kind="generated_main", path=cfg["db_path"]))
self.assertEqual(1, len(saved_paths))
self.assertFalse(os.path.exists(saved_paths[0]))
self.assert_removed(temp_dir)
def test_download_cancel_maps_to_cancelled_and_keeps_resume_action(self):
with self.make_temp_dir() as temp_dir:
cfg, project, source = self._project_source(temp_dir)
stopped = {"value": False}
def fake_download(*args, **kwargs):
self.assertIsNotNone(kwargs.get("should_stop"))
stopped["value"] = True
raise CancelledError()
with mock.patch(
"app.image_studio_generation._runtime",
return_value=self._runtime(),
), mock.patch(
"app.image_studio_generation.ai._cmhub_call_with_retry",
return_value={"task_id": "cmhub-cancel-download", "status": "queued"},
), mock.patch(
"app.image_studio_generation.ai._cmhub_call_once",
return_value={
"task_id": "cmhub-cancel-download",
"status": "succeeded",
"result": {
"image_url": "https://cdn.example.com/cancel-download.png"
},
},
), mock.patch(
"app.image_studio_generation.ai._download_cmhub_image_with_retry",
side_effect=fake_download,
):
summary = image_studio_generation.generate_image_jobs(
project.id,
source.id,
"下载停止测试",
1,
config=cfg,
path=cfg["db_path"],
should_stop=lambda: stopped["value"],
)
self.assertEqual(1, summary["cancelled"])
job = summary["jobs"][0]["job"]
stored = image_studio.get_job(job.id, path=cfg["db_path"])
self.assertEqual("cancelled", stored.status)
self.assertEqual(image_studio.JOB_RECOVERY_RESUME, stored.recovery_action)
self.assertEqual(
[],
image_studio.list_assets(
project.id,
kind="generated_main",
path=cfg["db_path"],
),
)
self.assert_removed(temp_dir)
def test_run_jobs_cancels_queued_future_before_running_slot_is_released(self):
with self.make_temp_dir() as temp_dir:
cfg, project, source = self._project_source(temp_dir)
cfg["ai"]["image_concurrency"] = 1
jobs = [
image_studio.create_job(
project.id,
source_asset_id=source.id,
job_type="main",
prompt="排队停止测试",
path=cfg["db_path"],
)
for _ in range(2)
]
started_ids = []
first_started = threading.Event()
release_first = threading.Event()
stop_requested = threading.Event()
result_holder = {}
def fake_run_one(*args):
job_id = int(args[0])
started_ids.append(job_id)
if len(started_ids) == 1:
first_started.set()
release_first.wait(timeout=3)
updated = image_studio.update_job_status(
job_id,
"cancelled",
error="用户停止",
recovery_action=image_studio.JOB_RECOVERY_REGENERATE,
path=cfg["db_path"],
)
return {
"job": updated,
"status": "cancelled",
"error": "用户停止",
}
def run():
result_holder["summary"] = image_studio_generation.run_jobs(
jobs,
config=cfg,
path=cfg["db_path"],
should_stop=stop_requested.is_set,
)
with mock.patch(
"app.image_studio_generation._runtime",
return_value=self._runtime(),
), mock.patch(
"app.image_studio_generation._run_one_job_with_global_slot",
side_effect=fake_run_one,
):
thread = threading.Thread(target=run)
thread.start()
self.assertTrue(first_started.wait(timeout=2))
stop_requested.set()
time.sleep(0.35)
release_first.set()
thread.join(timeout=3)
self.assertFalse(thread.is_alive())
self.assertEqual([jobs[0].id], started_ids)
summary = result_holder["summary"]
self.assertEqual(2, summary["cancelled"])
self.assertEqual(2, len(summary["jobs"]))
self.assertEqual(
["cancelled", "cancelled"],
[
image_studio.get_job(job.id, path=cfg["db_path"]).status
for job in jobs
],
)
self.assert_removed(temp_dir)
def test_resume_existing_job_polls_without_new_submit(self):
with self.make_temp_dir() as temp_dir:
cfg, project, source = self._project_source(temp_dir)
job = image_studio.create_job(
project.id,
source_asset_id=source.id,
job_type="main",
prompt="续查提示词",
path=cfg["db_path"],
)
image_studio.set_job_submitted(job.id, "cmhub-task-resume", path=cfg["db_path"])
def fake_poll(method, url, api_key, **kwargs):
return {
"task_id": "cmhub-task-resume",
"status": "succeeded",
"result": {"image_url": "https://cdn.example.com/resume.png"},
}
with mock.patch("app.image_studio_generation._runtime", return_value=self._runtime()), \
mock.patch("app.image_studio_generation.ai._cmhub_call_with_retry") as submit, \
mock.patch("app.image_studio_generation.ai._cmhub_call_once", side_effect=fake_poll), \
mock.patch(
"app.image_studio_generation.ai._download_cmhub_image_with_retry",
return_value=(self._png_bytes(), 0.1),
):
summary = image_studio_generation.resume_image_jobs(
project_id=project.id,
config=cfg,
path=cfg["db_path"],
)
self.assertEqual(1, summary["success"])
submit.assert_not_called()
updated = image_studio.get_job(job.id, path=cfg["db_path"])
self.assertEqual("succeeded", updated.status)
self.assertEqual("cmhub-task-resume", updated.task_id)
self.assert_removed(temp_dir)
def test_download_failure_does_not_submit_again_or_create_asset(self):
with self.make_temp_dir() as temp_dir:
cfg, project, source = self._project_source(temp_dir)
submit_count = 0
def fake_submit(method, url, api_key, **kwargs):
nonlocal submit_count
submit_count += 1
return {"task_id": "cmhub-task-1", "status": "queued"}
def fake_poll(method, url, api_key, **kwargs):
return {
"task_id": "cmhub-task-1",
"status": "succeeded",
"result": {"image_url": "https://cdn.example.com/fail.png"},
}
with mock.patch("app.image_studio_generation._runtime", return_value=self._runtime()), \
mock.patch(
"app.image_studio_generation.ai._cmhub_call_with_retry",
side_effect=fake_submit,
), \
mock.patch("app.image_studio_generation.ai._cmhub_call_once", side_effect=fake_poll), \
mock.patch(
"app.image_studio_generation.ai._download_cmhub_image_with_retry",
side_effect=RuntimeError("download failed"),
):
summary = image_studio_generation.generate_image_jobs(
project.id,
source.id,
"完整提示词",
1,
config=cfg,
path=cfg["db_path"],
)
self.assertEqual(0, summary["success"])
self.assertEqual(1, summary["failed"])
self.assertEqual(1, submit_count)
jobs = [result["job"] for result in summary["jobs"]]
self.assertEqual("failed", image_studio.get_job(jobs[0].id, path=cfg["db_path"]).status)
self.assertEqual([], image_studio.list_assets(project.id, kind="generated_main", path=cfg["db_path"]))
self.assert_removed(temp_dir)
def test_resume_failed_download_job_polls_without_new_submit(self):
with self.make_temp_dir() as temp_dir:
cfg, project, source = self._project_source(temp_dir)
job = image_studio.create_job(
project.id,
source_asset_id=source.id,
job_type="main",
prompt="恢复下载",
path=cfg["db_path"],
)
image_studio.set_job_submitted(
job.id,
"cmhub-task-download",
call_id="call-download",
points_cost=2,
points_balance=88,
path=cfg["db_path"],
)
image_studio.update_job_status(
job.id,
"failed",
error="下载新封面失败",
path=cfg["db_path"],
)
failed_job = image_studio.get_job(job.id, path=cfg["db_path"])
self.assertEqual(image_studio.JOB_RECOVERY_RESUME, failed_job.recovery_action)
resumable = image_studio.list_resumable_jobs(
path=cfg["db_path"],
project_id=project.id,
include_failed_downloads=True,
)
self.assertEqual([job.id], [item.id for item in resumable])
def fake_poll(method, url, api_key, **kwargs):
self.assertEqual("GET", method)
return {
"task_id": "cmhub-task-download",
"status": "succeeded",
"result": {"image_url": "https://cdn.example.com/recovered.png"},
"points_balance": 88,
}
with mock.patch("app.image_studio_generation._runtime", return_value=self._runtime()), \
mock.patch("app.image_studio_generation.ai._cmhub_call_with_retry") as submit, \
mock.patch("app.image_studio_generation.ai._cmhub_call_once", side_effect=fake_poll), \
mock.patch(
"app.image_studio_generation.ai._download_cmhub_image_with_retry",
return_value=(self._png_bytes(), 0.1),
):
summary = image_studio_generation.resume_image_jobs(
project_id=project.id,
config=cfg,
path=cfg["db_path"],
)
self.assertEqual(1, summary["success"])
submit.assert_not_called()
updated = image_studio.get_job(job.id, path=cfg["db_path"])
self.assertEqual("succeeded", updated.status)
self.assertEqual("cmhub-task-download", updated.task_id)
self.assertEqual("call-download", updated.call_id)
self.assertEqual(image_studio.JOB_RECOVERY_NONE, updated.recovery_action)
assets = image_studio.list_assets(project.id, kind="generated_main", path=cfg["db_path"])
self.assertEqual(1, len(assets))
self.assert_removed(temp_dir)
def test_failed_cmhub_task_marks_only_that_job_failed(self):
with self.make_temp_dir() as temp_dir:
cfg, project, source = self._project_source(temp_dir)
submitted = []
def fake_submit(method, url, api_key, **kwargs):
task_id = "cmhub-task-%d" % (len(submitted) + 1)
submitted.append(task_id)
return {"task_id": task_id, "status": "queued"}
def fake_poll(method, url, api_key, **kwargs):
task_id = url.rsplit("/", 1)[-1]
if task_id.endswith("-2"):
return {"task_id": task_id, "status": "failed", "error": {"message": "上游失败"}}
return {
"task_id": task_id,
"status": "succeeded",
"result": {"image_url": "https://cdn.example.com/%s.png" % task_id},
}
with mock.patch("app.image_studio_generation._runtime", return_value=self._runtime()), \
mock.patch(
"app.image_studio_generation.ai._cmhub_call_with_retry",
side_effect=fake_submit,
), \
mock.patch("app.image_studio_generation.ai._cmhub_call_once", side_effect=fake_poll), \
mock.patch(
"app.image_studio_generation.ai._download_cmhub_image_with_retry",
return_value=(self._png_bytes(), 0.1),
):
summary = image_studio_generation.generate_image_jobs(
project.id,
source.id,
"完整提示词",
2,
config=cfg,
path=cfg["db_path"],
)
self.assertEqual(1, summary["success"])
self.assertEqual(1, summary["failed"])
assets = image_studio.list_assets(project.id, kind="generated_main", path=cfg["db_path"])
self.assertEqual(1, len(assets))
failed_jobs = [
job
for job in image_studio.list_resumable_jobs(
path=cfg["db_path"],
project_id=project.id,
include_failed_downloads=True,
)
if job.status == "failed"
]
self.assertEqual([], failed_jobs)
self.assert_removed(temp_dir)
if __name__ == "__main__":
unittest.main()