flat-monkey-49105
11/03/2022, 12:23 PMpyflyte register
but hitting a wall. The registration passes and it's worklows and launchplans even shows up in Flyte Console however when executing it we get error: ModuleNotFoundError: No module named 'flyte'
When looking at the resulted generated file on the S3 minio we find that it is completely empty. Our full command is:
pyflyte --config ~/.flyte/cloud-config.yaml register flyte/workflows -p {{.PROJECT}} --domain {{.DOMAIN}} -v {{add .DOCKER_VERSION 1}} -i "{{.CONTAINER_REGISTRY}}/{{.PROJECT}}:{{.DOCKER_VERSION}}"
Folder structure see image
Note that using the pyflyte package
and flytectl register files
in the same project does work as expected.
Are we missing something?victorious-park-53030
11/03/2022, 12:51 PMvictorious-park-53030
11/03/2022, 12:53 PMfreezing-airport-6809
freezing-airport-6809
freezing-airport-6809
freezing-airport-6809
flat-monkey-49105
11/03/2022, 2:52 PMFROM python:3.10-slim-bullseye
WORKDIR /root
ENV VENV /opt/venv
ENV LANG C.UTF-8
ENV LC_ALL C.UTF-8
ENV PYTHONPATH /root
RUN apt-get update && apt-get install -y build-essential curl gdal-bin libgdal-dev && rm -rf /var/lib/apt/lists/*
ENV VENV /opt/venv
# Virtual environment
RUN python3 -m venv ${VENV}
ENV PATH="${VENV}/bin:$PATH"
# Make sure to install the pygdal version matching the installed gdal version
RUN pip install pygdal=="`gdal-config --version`.*"
# Install Python dependencies
COPY ./requirements.txt /root
RUN pip install --no-cache-dir -r /root/requirements.txt
# This tag is supplied by the build script and will be used to determine the version
# when registering tasks, workflows, and launch plans
ARG tag
ENV FLYTE_INTERNAL_IMAGE $tag
Requirements.txt
flytekit==1.2.3
jmespath==1.0.1
azure-storage-blob==12.13.1
pyproj==3.4.0
awscli==1.25.9
dataclasses-json==0.5.7
openpyxl==3.0.10
While you asked it did notice we are not adding the Python code in the Dockerfile when we use pyflyte register
we thought the code would be part of the file uploaded to s3. But maybe that assumption was wrongflat-monkey-49105
11/03/2022, 3:03 PM{
"config": {},
"id": {
"resourceType": 1,
"project": "__REDACTED__",
"domain": "dev",
"name": "flyte.tasks.blob_storage.tasks.get_from_blob_storage",
"version": "155"
},
"type": "python-task",
"metadata": {
"runtime": {
"type": 1,
"version": "1.2.3",
"flavor": "python"
},
"retries": {}
},
"interface": {
"inputs": {
"variables": {
"container": {
"type": {
"simple": 3
},
"description": "container to use on blob storage"
},
"file_path": {
"type": {
"simple": 3
},
"description": "path to the file on blob storage"
}
}
},
"outputs": {
"variables": {
"o0": {
"type": {
"blob": {}
},
"description": "location of the downloaded file (FlyteFile)"
}
}
}
},
"securityContext": {
"secrets": [
{
"group": "azureblob",
"key": "connectionstring"
}
],
"tokens": []
},
"container": {
"command": [],
"args": [
"pyflyte-fast-execute",
"--additional-distribution",
"<s3://my-s3-bucket/4a/__REDACTED__/dev/PI5D2DA6LXTXOVBOIYMIEGZVMY======/fastc04c61d9228f6be2b08faad678cfd364.tar.gz>",
"--dest-dir",
"/root",
"--",
"pyflyte-execute",
"--inputs",
"{{.input}}",
"--output-prefix",
"{{.outputPrefix}}",
"--raw-output-data-prefix",
"{{.rawOutputDataPrefix}}",
"--checkpoint-path",
"{{.checkpointOutputPrefix}}",
"--prev-checkpoint",
"{{.prevCheckpointPrefix}}",
"--resolver",
"flytekit.core.python_auto_container.default_task_resolver",
"--",
"task-module",
"flyte.tasks.blob_storage.tasks",
"task-name",
"get_from_blob_storage"
],
"env": [],
"config": [],
"ports": [],
"image": "__REDACTED__/__REDACTED__:155",
"resources": {
"requests": [
{
"name": 1,
"value": "1"
},
{
"name": 3,
"value": "200Mi"
}
],
"limits": [
{
"name": 1,
"value": "2"
},
{
"name": 3,
"value": "250Mi"
}
]
}
}
}
freezing-airport-6809
freezing-airport-6809
flat-monkey-49105
11/04/2022, 2:12 PMTraceback (most recent call last):
File "/opt/venv/bin/pyflyte-execute", line 8, in <module>
sys.exit(execute_task_cmd())
File "/opt/venv/lib/python3.10/site-packages/click/core.py", line 1130, in __call__
return self.main(*args, **kwargs)
File "/opt/venv/lib/python3.10/site-packages/click/core.py", line 1055, in main
rv = self.invoke(ctx)
File "/opt/venv/lib/python3.10/site-packages/click/core.py", line 1404, in invoke
return ctx.invoke(self.callback, **ctx.params)
File "/opt/venv/lib/python3.10/site-packages/click/core.py", line 760, in invoke
return __callback(*args, **kwargs)
File "/opt/venv/lib/python3.10/site-packages/flytekit/bin/entrypoint.py", line 470, in execute_task_cmd
_execute_task(
File "/opt/venv/lib/python3.10/site-packages/flytekit/exceptions/scopes.py", line 160, in system_entry_point
return wrapped(*args, **kwargs)
File "/opt/venv/lib/python3.10/site-packages/flytekit/bin/entrypoint.py", line 342, in _execute_task
_task_def = resolver_obj.load_task(loader_args=resolver_args)
File "/opt/venv/lib/python3.10/site-packages/flytekit/core/python_auto_container.py", line 193, in load_task
task_module = importlib.import_module(task_module)
File "/usr/local/lib/python3.10/importlib/__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 1050, in _gcd_import
File "<frozen importlib._bootstrap>", line 1027, in _find_and_load
File "<frozen importlib._bootstrap>", line 992, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 241, in _call_with_frames_removed
File "<frozen importlib._bootstrap>", line 1050, in _gcd_import
File "<frozen importlib._bootstrap>", line 1027, in _find_and_load
File "<frozen importlib._bootstrap>", line 992, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 241, in _call_with_frames_removed
File "<frozen importlib._bootstrap>", line 1050, in _gcd_import
File "<frozen importlib._bootstrap>", line 1027, in _find_and_load
File "<frozen importlib._bootstrap>", line 992, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 241, in _call_with_frames_removed
File "<frozen importlib._bootstrap>", line 1050, in _gcd_import
File "<frozen importlib._bootstrap>", line 1027, in _find_and_load
File "<frozen importlib._bootstrap>", line 1004, in _find_and_load_unlocked
ModuleNotFoundError: No module named 'flyte'
Traceback (most recent call last):
File "/opt/venv/bin/pyflyte-fast-execute", line 8, in <module>
sys.exit(fast_execute_task_cmd())
File "/opt/venv/lib/python3.10/site-packages/click/core.py", line 1130, in __call__
return self.main(*args, **kwargs)
File "/opt/venv/lib/python3.10/site-packages/click/core.py", line 1055, in main
rv = self.invoke(ctx)
File "/opt/venv/lib/python3.10/site-packages/click/core.py", line 1404, in invoke
return ctx.invoke(self.callback, **ctx.params)
File "/opt/venv/lib/python3.10/site-packages/click/core.py", line 760, in invoke
return __callback(*args, **kwargs)
File "/opt/venv/lib/python3.10/site-packages/flytekit/bin/entrypoint.py", line 507, in fast_execute_task_cmd
subprocess.run(cmd, check=True)
File "/usr/local/lib/python3.10/subprocess.py", line 526, in run
raise CalledProcessError(retcode, process.args,
subprocess.CalledProcessError: Command '['pyflyte-execute', '--inputs', '<s3://my-s3-bucket/metadata/propeller/REDACTED-ajn6dnhdmzh6gsngtbvt/n1/data/inputs.pb>', '--output-prefix', '<s3://my-s3-bucket/metadata/propeller/REDACTED-ajn6dnhdmzh6gsngtbvt/n1/data/0>', '--raw-output-data-prefix', '<s3://my-s3-bucket/1l/ajn6dnhdmzh6gsngtbvt-n1-0>', '--checkpoint-path', '<s3://my-s3-bucket/1l/ajn6dnhdmzh6gsngtbvt-n1-0/_flytecheckpoints>', '--prev-checkpoint', '""', '--dynamic-addl-distro', '<s3://my-s3-bucket/xw/REDACTED/dev/YFPYVGMNWNNR3W72GM45QXQ6TU======/fast203e87aeba7957fe55641e69aa74fc81.tar.gz>', '--dynamic-dest-dir', '/root', '--resolver', 'flytekit.core.python_auto_container.default_task_resolver', '--', 'task-module', 'flyte.tasks.blob_storage.tasks', 'task-name', 'get_from_blob_storage']' returned non-zero exit status 1.
high-accountant-32689
11/07/2022, 11:30 PMflyte
dir is not symlinked, right?Flyte enables production-grade orchestration for machine learning workflows and data processing created to accelerate local workflows to production.
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