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Revisit the implementation of --standalone
as well as the assumptions made
#513
Comments
More than likely it is using SQLite database for the local implementation |
I was able to use --standalone to create an environment, but if I try to create a subsequent environment I get the error ERROR: Exception in ASGI application
Traceback (most recent call last):
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/uvicorn/protocols/http/h11_impl.py", line 408, in run_asgi
result = await app( # type: ignore[func-returns-value]
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/uvicorn/middleware/message_logger.py", line 84, in __call__
raise exc from None
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/uvicorn/middleware/message_logger.py", line 80, in __call__
await self.app(scope, inner_receive, inner_send)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/fastapi/applications.py", line 289, in __call__
await super().__call__(scope, receive, send)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/applications.py", line 122, in __call__
await self.middleware_stack(scope, receive, send)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/errors.py", line 184, in __call__
raise exc
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/errors.py", line 162, in __call__
await self.app(scope, receive, _send)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/base.py", line 108, in __call__
response = await self.dispatch_func(request, call_next)
File "/home/aaronmeurer/Documents/conda-store/conda-store-server/conda_store_server/server/app.py", line 238, in conda_store_middleware
response = await call_next(request)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/base.py", line 84, in call_next
raise app_exc
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/base.py", line 70, in coro
await self.app(scope, receive_or_disconnect, send_no_error)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/sessions.py", line 86, in __call__
await self.app(scope, receive, send_wrapper)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/cors.py", line 91, in __call__
await self.simple_response(scope, receive, send, request_headers=headers)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/cors.py", line 146, in simple_response
await self.app(scope, receive, send)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/exceptions.py", line 79, in __call__
raise exc
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/exceptions.py", line 68, in __call__
await self.app(scope, receive, sender)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/fastapi/middleware/asyncexitstack.py", line 20, in __call__
raise e
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/fastapi/middleware/asyncexitstack.py", line 17, in __call__
await self.app(scope, receive, send)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/routing.py", line 718, in __call__
await route.handle(scope, receive, send)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/routing.py", line 276, in handle
await self.app(scope, receive, send)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/routing.py", line 66, in app
response = await func(request)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/fastapi/routing.py", line 273, in app
raw_response = await run_endpoint_function(
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/fastapi/routing.py", line 192, in run_endpoint_function
return await run_in_threadpool(dependant.call, **values)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/concurrency.py", line 41, in run_in_threadpool
return await anyio.to_thread.run_sync(func, *args)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/anyio/to_thread.py", line 33, in run_sync
return await get_asynclib().run_sync_in_worker_thread(
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/anyio/_backends/_asyncio.py", line 877, in run_sync_in_worker_thread
return await future
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/anyio/_backends/_asyncio.py", line 807, in run
result = context.run(func, *args)
File "/home/aaronmeurer/Documents/conda-store/conda-store-server/conda_store_server/server/views/api.py", line 572, in api_post_specification
build_id = api.post_specification(conda_store, specification, namespace_name)
File "/home/aaronmeurer/Documents/conda-store/conda-store-server/conda_store_server/api.py", line 234, in post_specification
return conda_store.register_environment(specification, namespace, force=True)
File "/home/aaronmeurer/Documents/conda-store/conda-store-server/conda_store_server/app.py", line 617, in register_environment
build = self.create_build(environment.id, specification.sha256)
File "/home/aaronmeurer/Documents/conda-store/conda-store-server/conda_store_server/app.py", line 675, in create_build
(
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/celery/canvas.py", line 1035, in apply_async
return self.run(args, kwargs, app=app, **(
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/celery/canvas.py", line 1060, in run
tasks, results_from_prepare = self.prepare_steps(
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/celery/canvas.py", line 1253, in prepare_steps
app.backend.ensure_chords_allowed()
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/celery/backends/base.py", line 1101, in ensure_chords_allowed
raise NotImplementedError(E_CHORD_NO_BACKEND.strip())
NotImplementedError: Starting chords requires a result backend to be configured.
Note that a group chained with a task is also upgraded to be a chord,
as this pattern requires synchronization.
Result backends that supports chords: Redis, Database, Memcached, and more. |
I also get this error which I believe prevents the environment from actually showing up in the UI ERROR: Exception in ASGI application
Traceback (most recent call last):
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/uvicorn/protocols/http/h11_impl.py", line 408, in run_asgi
result = await app( # type: ignore[func-returns-value]
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/uvicorn/middleware/message_logger.py", line 84, in __call__
raise exc from None
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/uvicorn/middleware/message_logger.py", line 80, in __call__
await self.app(scope, inner_receive, inner_send)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/fastapi/applications.py", line 289, in __call__
await super().__call__(scope, receive, send)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/applications.py", line 122, in __call__
await self.middleware_stack(scope, receive, send)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/errors.py", line 184, in __call__
raise exc
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/errors.py", line 162, in __call__
await self.app(scope, receive, _send)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/base.py", line 108, in __call__
response = await self.dispatch_func(request, call_next)
File "/home/aaronmeurer/Documents/conda-store/conda-store-server/conda_store_server/server/app.py", line 238, in conda_store_middleware
response = await call_next(request)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/base.py", line 84, in call_next
raise app_exc
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/base.py", line 70, in coro
await self.app(scope, receive_or_disconnect, send_no_error)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/sessions.py", line 86, in __call__
await self.app(scope, receive, send_wrapper)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/cors.py", line 83, in __call__
await self.app(scope, receive, send)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/exceptions.py", line 79, in __call__
raise exc
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/exceptions.py", line 68, in __call__
await self.app(scope, receive, sender)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/fastapi/middleware/asyncexitstack.py", line 20, in __call__
raise e
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/fastapi/middleware/asyncexitstack.py", line 17, in __call__
await self.app(scope, receive, send)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/routing.py", line 718, in __call__
await route.handle(scope, receive, send)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/routing.py", line 276, in handle
await self.app(scope, receive, send)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/routing.py", line 66, in app
response = await func(request)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/fastapi/routing.py", line 273, in app
raw_response = await run_endpoint_function(
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/fastapi/routing.py", line 192, in run_endpoint_function
return await run_in_threadpool(dependant.call, **values)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/concurrency.py", line 41, in run_in_threadpool
return await anyio.to_thread.run_sync(func, *args)
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/anyio/to_thread.py", line 33, in run_sync
return await get_asynclib().run_sync_in_worker_thread(
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/anyio/_backends/_asyncio.py", line 877, in run_sync_in_worker_thread
return await future
File "/home/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/anyio/_backends/_asyncio.py", line 807, in run
result = context.run(func, *args)
File "/home/aaronmeurer/Documents/conda-store/conda-store-server/conda_store_server/server/views/api.py", line 398, in api_list_environments
return paginated_api_response(
File "/home/aaronmeurer/Documents/conda-store/conda-store-server/conda_store_server/server/views/api.py", line 109, in paginated_api_response
"data": [object_schema.from_orm(_).dict(exclude=exclude) for _ in query.all()],
File "/home/aaronmeurer/Documents/conda-store/conda-store-server/conda_store_server/server/views/api.py", line 109, in <listcomp>
"data": [object_schema.from_orm(_).dict(exclude=exclude) for _ in query.all()],
File "pydantic/main.py", line 579, in pydantic.main.BaseModel.from_orm
pydantic.error_wrappers.ValidationError: 1 validation error for Environment
current_build_id
none is not an allowed value (type=type_error.none.not_allowed) |
The The defaults for conda-store-server:
Technically there shouldn't be anything blocking |
Related to issue #520 that is the cause of the errors. |
Something I noticed running --standalone on Mac (didn't check if this is also the case on Linux) is that the process is very difficult to actually shut down. If you control-C, it doesn't actually stop, and you have to control-C multiple times to get it to stop. But even then, it still has some other process that is still running in the background, and you have to kill it in manually! |
Thanks for sharing your findings @asmeurer - can you please start identifying/writing here concrete tasks/ideas to address these issues? |
@asmeurer the issue about that is here https://github.com/conda-incubator/conda-store/blob/main/conda-store-server/conda_store_server/server/app.py#L341-L368. I would love it this were cleaned up. I am certain this was not implemented properly. |
After the latest changes in main I am now able to successfully create multiple environments on Linux in standalone mode, although the UI issue is still there. |
According to https://docs.celeryq.dev/en/stable/getting-started/first-steps-with-celery.html#running-the-celery-worker-server, the celery worker should be run in the background as a daemon using something like supervisor. |
Another big thing that needs to be cleaned up here once we get --standalone mostly working is the tests. Right now the tests all operate on the current conda environment:
They rely on isolation happening a level above the tests. But if standalone mode is functional, the tests should be able to just run with their own isolation, and you should be able to just run |
@asmeurer I agree this is two places that need improvement in the tests:
|
I think the biggest issue here is the way that --standalone actually starts the worker process (see #513 (comment)). As I noted in #513 (comment), I believe it should be more properly daemonized using something like supervisord. Another question relates to what behavior we want the conda-store-server to have by default. Right now, all the default configuration is designed around a standalone operation. This decision dates back to #418 (possibly other places too), and I generally agree with it, because it means that you don't have to worry about a configuration file for standalone mode. But that also begs the question of whether the Incidentally, I also tried manually running conda-store-server and conda-store-worker separately. This seems to work (although note that if you are using iTerm2, you need to run But I also noticed that if you just run the server and don't start the worker, then everything appears to work. The GUI loads and it appears as if you can build an environment, but if you try to do so, it just spins. It does log the environment into the database, meaning it will continue to appear in the GUI in future iterations as a failed build. Is there an existing issue open for this? I didn't find one. If not, should I open one? I think the server should check if there are workers active and fail if it can't find any, and there also should perhaps be some sort of heartbeat to ensure the worker process remains alive. |
This is built on conda-incubator#549 but I've made in a separate PR because I'm not sure if there will be other issues here and I don't want to block that PR on this (but at the same time, tests won't pass on Mac without the changes from that PR). See conda-incubator#513 and conda-incubator#507
Related to this, if you try to run the server without starting the workers with a fresh database file, you get this error when trying to create an environment in the UI. INFO: 127.0.0.1:63982 - "POST /api/v1/specification/ HTTP/1.1" 500 Internal Server Error
ERROR: Exception in ASGI application
Traceback (most recent call last):
File "/Users/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/anyio/streams/memory.py", line 98, in receive
return self.receive_nowait()
File "/Users/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/anyio/streams/memory.py", line 93, in receive_nowait
raise WouldBlock
anyio.WouldBlock
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/Users/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/base.py", line 78, in call_next
message = await recv_stream.receive()
File "/Users/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/anyio/streams/memory.py", line 118, in receive
raise EndOfStream
anyio.EndOfStream
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/Users/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/uvicorn/protocols/http/h11_impl.py", line 408, in run_asgi
result = await app( # type: ignore[func-returns-value]
File "/Users/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/fastapi/applications.py", line 292, in __call__
await super().__call__(scope, receive, send)
File "/Users/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/applications.py", line 122, in __call__
await self.middleware_stack(scope, receive, send)
File "/Users/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/errors.py", line 184, in __call__
raise exc
File "/Users/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/errors.py", line 162, in __call__
await self.app(scope, receive, _send)
File "/Users/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/base.py", line 108, in __call__
response = await self.dispatch_func(request, call_next)
File "/Users/aaronmeurer/Documents/conda-store/conda-store-server/conda_store_server/server/app.py", line 235, in conda_store_middleware
response = await call_next(request)
File "/Users/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/base.py", line 84, in call_next
raise app_exc
File "/Users/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/base.py", line 70, in coro
await self.app(scope, receive_or_disconnect, send_no_error)
File "/Users/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/sessions.py", line 86, in __call__
await self.app(scope, receive, send_wrapper)
File "/Users/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/cors.py", line 91, in __call__
await self.simple_response(scope, receive, send, request_headers=headers)
File "/Users/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/cors.py", line 146, in simple_response
await self.app(scope, receive, send)
File "/Users/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/exceptions.py", line 79, in __call__
raise exc
File "/Users/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/middleware/exceptions.py", line 68, in __call__
await self.app(scope, receive, sender)
File "/Users/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/fastapi/middleware/asyncexitstack.py", line 20, in __call__
raise e
File "/Users/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/fastapi/middleware/asyncexitstack.py", line 17, in __call__
await self.app(scope, receive, send)
File "/Users/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/routing.py", line 718, in __call__
await route.handle(scope, receive, send)
File "/Users/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/routing.py", line 276, in handle
await self.app(scope, receive, send)
File "/Users/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/starlette/routing.py", line 66, in app
response = await func(request)
File "/Users/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/fastapi/routing.py", line 273, in app
raw_response = await run_endpoint_function(
File "/Users/aaronmeurer/anaconda3/envs/conda-store-server-dev/lib/python3.10/site-packages/fastapi/routing.py", line 190, in run_endpoint_function
return await dependant.call(**values)
File "/Users/aaronmeurer/Documents/conda-store/conda-store-server/conda_store_server/server/views/api.py", line 574, in api_post_specification
build_id = conda_store.register_environment(
File "/Users/aaronmeurer/Documents/conda-store/conda-store-server/conda_store_server/app.py", line 588, in register_environment
self.validate_action(
File "/Users/aaronmeurer/Documents/conda-store/conda-store-server/conda_store_server/app.py", line 68, in conda_store_validate_action
) and (settings.storage_threshold > system_metrics.disk_free):
AttributeError: 'NoneType' object has no attribute 'disk_free' I believe the issue is that the server is trying to read something from the database (the amount of free space on the disk) which should have been written by a worker. I wouldn't be surprised if this error is also possible under normal working conditions if a race condition somehow occured that delayed the system metrics task. Also, for whatever reason, when I do this same thing on Windows, I get the 500 error, but no traceback is printed to the terminal. My guess is this is an issue with one of the third-party packages being used (there are at least 4 packages present in the above traceback), but it makes 500 errors extremely annoying to diagnose. |
* Add a macOS worker to the CI This is built on #549 but I've made in a separate PR because I'm not sure if there will be other issues here and I don't want to block that PR on this (but at the same time, tests won't pass on Mac without the changes from that PR). See #513 and #507 * Trigger build * Try not using mamba to fix macos CI * Add a separate macos environment file without conda-docker * Use the macos environment file for macos on CI * Try using mamba on macos again * Revert "Try using mamba on macos again" This reverts commit 031574a. * Install mamba in the dev environment * Go back to using mamba but with the correct syntax this time Revert "Revert "Try using mamba on macos again"" This reverts commit 6cf2877. * Fix CI Revert "Go back to using mamba but with the correct syntax this time" This reverts commit b82c0c8. * Only test docker on Linux
To summarize the remaining issues here:
Also some related issues:
|
@nkaretnikov needs to update the status on this issue. |
|
Just run through manually testing on each system. If all looks good, this should be complete. |
There's also the issue on Mac where if you Control-C too hard, it will exit the server and apparently be stopped, but the worker tasks will still be running in the background. They will need to wait until they get the cancellation request and stop themselves. The apparent fix is to run the worker as a daemon (#513 (comment)). This shouldn't affect ordinary operation but it can mean weird things can happen after shutting down conda-store if the workers aren't actually stopped all the way. I'm not sure if this also happens on Linux or Windows. It might be related to how "fork" works on Mac. |
I'll test and open new issues for everything mentioned above (if there are no open issues already). |
Status update: still need to follow up here, but this is at the very top of my list of things to do. |
Status update: Tested standalone again on 5e4e2e5: Linux, Windows 11 (ARM64), macOS (Intel, ARM64) work. On macOS ARM64, I had to comment out playwright from the dev yaml file, see #630. I was able to build this env: channels:
- conda-forge
dependencies:
- ipython>=8.15.0
description: test
name: test
prefix: null
variables: null I've read through the entire issue and identified action items. All of them are in this comment:
These 3 issues will be fixed as part of the same milestone, so I'm going to close this one. |
One of our goals is to improve the local experience or story of the project. To do so, we need to:
Tasks
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