Add examples for all ApiWorkflow functions

The ApiWorkflow class provides a lot of usability. You can e.g. create datasets, upload samples, upload embeddings, upload custom metadata, delete datasets, and more. But, currently, the documentation is rather thin. We should add a simple example on how to use these functions for all of them.

Aug 05 '21 06:08 philippmwirth

Is this issue available to work on?

Sep 17 '21 17:09 Nike682631

Yes, it is. It's also a good first issue as it's mostly documentation.

Sep 20 '21 06:09 philippmwirth

Please assign it to me. I'll start working on it.

On Mon, 20 Sep 2021, 12:24 Philipp Wirth, @.***> wrote:

Yes, it is. It's also a good first issue as it's mostly documentation.

— You are receiving this because you commented. Reply to this email directly, view it on GitHub https://github.com/lightly-ai/lightly/issues/458#issuecomment-922674929, or unsubscribe https://github.com/notifications/unsubscribe-auth/AJUIFVBHPGV3Z6D67PAEVUTUC3LCVANCNFSM5BS4F5RA .

Sep 20 '21 06:09 Nike682631

With pleasure :) Let us know if you need any help!

Here's our contribution guide.

Sep 20 '21 06:09 philippmwirth

@philippmwirth I'm getting the below error log when trying to run make html for docs. Any ideas what might be the problem here?

make download
make[1]: Entering directory '/home/nikunj/Work/Lightly/Lightly_opensource/docs'
# inspired by https://github.com/pytorch/tutorials/blob/master/Makefile
echo "start downloading datasets..."
start downloading datasets...
mkdir -p _data
mkdir -p source/tutorials_source/platform/data
mkdir -p source/tutorials_source/package/data
# pizza dataset
wget -N https://storage.googleapis.com/datasets_boris/pizzas.zip -P _data
--2021-10-22 12:52:27--  https://storage.googleapis.com/datasets_boris/pizzas.zip
SSL_INIT
Loaded CA certificate '/etc/ssl/certs/ca-certificates.crt'
Resolving storage.googleapis.com (storage.googleapis.com)... 2404:6800:4009:82f::2010, 2404:6800:4009:830::2010, 2404:6800:4009:82a::2010, ...
Connecting to storage.googleapis.com (storage.googleapis.com)|2404:6800:4009:82f::2010|:443... connected.
HTTP request sent, awaiting response... 304 Not Modified
File ‘_data/pizzas.zip’ not modified on server. Omitting download.

unzip -qo _data/pizzas.zip  -d source/tutorials_source/platform
make[1]: unzip: No such file or directory
make[1]: *** [Makefile:37: download] Error 127
make[1]: Leaving directory '/home/nikunj/Work/Lightly/Lightly_opensource/docs'
make: *** [Makefile:26: html] Error 2

Oct 22 '21 07:10 Nike682631

What system are you working on? Can you show me the output when you type

unzip

in your terminal?

Oct 22 '21 12:10 philippmwirth

What system are you working on? Can you show me the output when you type
unzip
in your terminal?

Thanks for the help @philippmwirth . Unzip was not installed. I'm working on arch btw. Also can you assign more issues to me? I might be working on more stuff in this package.

Oct 22 '21 12:10 Nike682631

@philippmwirth Here's the next error log I got.

Extension error:
Here is a summary of the problems encountered when running the examples

Unexpected failing examples:
/home/nikunj/Work/Lightly/Lightly_opensource/docs/source/tutorials_source/platform/tutorial_active_learning.py failed leaving traceback:
Traceback (most recent call last):
  File "/home/nikunj/Work/Lightly/Lightly_opensource/docs/source/tutorials_source/platform/tutorial_active_learning.py", line 133, in <module>
    from sklearn.linear_model import LogisticRegression
ModuleNotFoundError: No module named 'sklearn'


/home/nikunj/Work/Lightly/Lightly_opensource/docs/source/tutorials_source/package/tutorial_simsiam_esa.py failed leaving traceback:
Traceback (most recent call last):
  File "/home/nikunj/Work/Lightly/Lightly_opensource/docs/source/tutorials_source/package/tutorial_simsiam_esa.py", line 109, in <module>
    dataset_train_simsiam = lightly.data.LightlyDataset(
  File "/home/nikunj/Work/Lightly/Lightly_opensource/lightly/data/dataset.py", line 173, in __init__
    self.dataset = _load_dataset_from_folder(
  File "/home/nikunj/Work/Lightly/Lightly_opensource/lightly/data/_helpers.py", line 107, in _load_dataset_from_folder
    raise ValueError(f'The input directory {root} does not exist!')
ValueError: The input directory /datasets/sentinel-2-italy-v1/ does not exist!


/home/nikunj/Work/Lightly/Lightly_opensource/docs/source/tutorials_source/package/tutorial_moco_memory_bank.py failed leaving traceback:
Traceback (most recent call last):
  File "/home/nikunj/Work/Lightly/Lightly_opensource/docs/source/tutorials_source/package/tutorial_moco_memory_bank.py", line 148, in <module>
    dataset_train_moco = lightly.data.LightlyDataset(
  File "/home/nikunj/Work/Lightly/Lightly_opensource/lightly/data/dataset.py", line 173, in __init__
    self.dataset = _load_dataset_from_folder(
  File "/home/nikunj/Work/Lightly/Lightly_opensource/lightly/data/_helpers.py", line 107, in _load_dataset_from_folder
    raise ValueError(f'The input directory {root} does not exist!')
ValueError: The input directory /datasets/cifar10/train/ does not exist!


/home/nikunj/Work/Lightly/Lightly_opensource/docs/source/tutorials_source/package/tutorial_custom_augmentations.py failed leaving traceback:
Traceback (most recent call last):
  File "/home/nikunj/Work/Lightly/Lightly_opensource/docs/source/tutorials_source/package/tutorial_custom_augmentations.py", line 43, in <module>
    from sklearn.neighbors import NearestNeighbors
ModuleNotFoundError: No module named 'sklearn'


/home/nikunj/Work/Lightly/Lightly_opensource/docs/source/tutorials_source/platform/tutorial_active_learning_detectron2.py failed leaving traceback:
Traceback (most recent call last):
  File "/home/nikunj/Work/Lightly/Lightly_opensource/docs/source/tutorials_source/platform/tutorial_active_learning_detectron2.py", line 77, in <module>
    import detectron2
ModuleNotFoundError: No module named 'detectron2'


/home/nikunj/Work/Lightly/Lightly_opensource/docs/source/tutorials_source/package/tutorial_simclr_clothing.py failed leaving traceback:
Traceback (most recent call last):
  File "/home/nikunj/Work/Lightly/Lightly_opensource/docs/source/tutorials_source/package/tutorial_simclr_clothing.py", line 45, in <module>
    from sklearn.neighbors import NearestNeighbors
ModuleNotFoundError: No module named 'sklearn'


-------------------------------------------------------------------------------
make: *** [Makefile:27: html] Error 2

Oct 22 '21 12:10 Nike682631

You need to install scikit-learn and detectron2. Thanks for noticing, I added an issue about this: https://github.com/lightly-ai/lightly/issues/534.

You're also missing the datasets, add cifar10 to /datasets/

Oct 22 '21 12:10 philippmwirth

You need to install scikit-learn and detectron2. Thanks for noticing, I added an issue about this: #534.

You're also missing the datasets, add cifar10 to /datasets/

I'm facing errors while installing detectron2

Oct 22 '21 13:10 Nike682631

Also where can I find the datasets directory?

Oct 22 '21 13:10 Nike682631

This is the error output for detectron2

 Traceback (most recent call last):
    File "<string>", line 1, in <module>
    File "/tmp/pip-req-build-ng0e6bto/setup.py", line 147, in <module>
      setup(
    File "/usr/lib/python3.9/site-packages/setuptools/__init__.py", line 153, in setup
      return distutils.core.setup(**attrs)
    File "/usr/lib/python3.9/distutils/core.py", line 148, in setup
      dist.run_commands()
    File "/usr/lib/python3.9/distutils/dist.py", line 966, in run_commands
      self.run_command(cmd)
    File "/usr/lib/python3.9/distutils/dist.py", line 985, in run_command
      cmd_obj.run()
    File "/home/nikunj/.local/lib/python3.9/site-packages/wheel/bdist_wheel.py", line 299, in run
      self.run_command('build')
    File "/usr/lib/python3.9/distutils/cmd.py", line 313, in run_command
      self.distribution.run_command(command)
    File "/usr/lib/python3.9/distutils/dist.py", line 985, in run_command
      cmd_obj.run()
    File "/usr/lib/python3.9/distutils/command/build.py", line 135, in run
      self.run_command(cmd_name)
    File "/usr/lib/python3.9/distutils/cmd.py", line 313, in run_command
      self.distribution.run_command(command)
    File "/usr/lib/python3.9/distutils/dist.py", line 985, in run_command
      cmd_obj.run()
    File "/usr/lib/python3.9/site-packages/setuptools/command/build_ext.py", line 79, in run
      _build_ext.run(self)
    File "/home/nikunj/.local/lib/python3.9/site-packages/Cython/Distutils/old_build_ext.py", line 186, in run
      _build_ext.build_ext.run(self)
    File "/usr/lib/python3.9/distutils/command/build_ext.py", line 340, in run
      self.build_extensions()
    File "/home/nikunj/.local/lib/python3.9/site-packages/torch/utils/cpp_extension.py", line 390, in build_extensions
      self._check_abi()
    File "/home/nikunj/.local/lib/python3.9/site-packages/torch/utils/cpp_extension.py", line 761, in _check_abi
      check_compiler_abi_compatibility(compiler)
    File "/home/nikunj/.local/lib/python3.9/site-packages/torch/utils/cpp_extension.py", line 294, in check_compiler_abi_compatibility
      if not check_compiler_ok_for_platform(compiler):
    File "/home/nikunj/.local/lib/python3.9/site-packages/torch/utils/cpp_extension.py", line 254, in check_compiler_ok_for_platform
      which = subprocess.check_output(['which', compiler], stderr=subprocess.STDOUT)
    File "/usr/lib/python3.9/subprocess.py", line 424, in check_output
      return run(*popenargs, stdout=PIPE, timeout=timeout, check=True,
    File "/usr/lib/python3.9/subprocess.py", line 528, in run
      raise CalledProcessError(retcode, process.args,
  subprocess.CalledProcessError: Command '['which', 'g++']' returned non-zero exit status 1.
  ----------------------------------------
  ERROR: Failed building wheel for detectron2
  Running setup.py clean for detectron2
  Building wheel for pycocotools (setup.py) ... error
  ERROR: Command errored out with exit status 1:
   command: /usr/bin/python -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-install-ljy_9_7c/pycocotools_896cf722bc5648b6be66f79a835cf739/setup.py'"'"'; __file__='"'"'/tmp/pip-install-ljy_9_7c/pycocotools_896cf722bc5648b6be66f79a835cf739/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file__);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' bdist_wheel -d /tmp/pip-wheel-gi208qze
       cwd: /tmp/pip-install-ljy_9_7c/pycocotools_896cf722bc5648b6be66f79a835cf739/
  Complete output (20 lines):
  running bdist_wheel
  running build
  running build_py
  creating build
  creating build/lib.linux-x86_64-3.9
  creating build/lib.linux-x86_64-3.9/pycocotools
  copying pycocotools/mask.py -> build/lib.linux-x86_64-3.9/pycocotools
  copying pycocotools/cocoeval.py -> build/lib.linux-x86_64-3.9/pycocotools
  copying pycocotools/coco.py -> build/lib.linux-x86_64-3.9/pycocotools
  copying pycocotools/__init__.py -> build/lib.linux-x86_64-3.9/pycocotools
  running build_ext
  cythoning pycocotools/_mask.pyx to pycocotools/_mask.c
  /home/nikunj/.local/lib/python3.9/site-packages/Cython/Compiler/Main.py:369: FutureWarning: Cython directive 'language_level' not set, using 2 for now (Py2). This will change in a later release! File: /tmp/pip-install-ljy_9_7c/pycocotools_896cf722bc5648b6be66f79a835cf739/pycocotools/_mask.pyx
    tree = Parsing.p_module(s, pxd, full_module_name)
  building 'pycocotools._mask' extension
  creating build/temp.linux-x86_64-3.9
  creating build/temp.linux-x86_64-3.9/common
  creating build/temp.linux-x86_64-3.9/pycocotools
  gcc -pthread -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -march=x86-64 -mtune=generic -O3 -pipe -fno-plt -fno-semantic-interposition -march=x86-64 -mtune=generic -O3 -pipe -fno-plt -march=x86-64 -mtune=generic -O3 -pipe -fno-plt -fPIC -I/home/nikunj/.local/lib/python3.9/site-packages/numpy/core/include -I./common -I/usr/include/python3.9 -c ./common/maskApi.c -o build/temp.linux-x86_64-3.9/./common/maskApi.o -Wno-cpp -Wno-unused-function -std=c99
  error: command 'gcc' failed: No such file or directory
  ----------------------------------------
  ERROR: Failed building wheel for pycocotools
  Running setup.py clean for pycocotools
Failed to build detectron2 pycocotools
Installing collected packages: pycocotools, fvcore, cloudpickle, black, detectron2
    Running setup.py install for pycocotools ... error
    ERROR: Command errored out with exit status 1:
     command: /usr/bin/python -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-install-ljy_9_7c/pycocotools_896cf722bc5648b6be66f79a835cf739/setup.py'"'"'; __file__='"'"'/tmp/pip-install-ljy_9_7c/pycocotools_896cf722bc5648b6be66f79a835cf739/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file__);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' install --record /tmp/pip-record-tq2zfb66/install-record.txt --single-version-externally-managed --user --prefix= --compile --install-headers /home/nikunj/.local/include/python3.9/pycocotools
         cwd: /tmp/pip-install-ljy_9_7c/pycocotools_896cf722bc5648b6be66f79a835cf739/
    Complete output (18 lines):
    running install
    running build
    running build_py
    creating build
    creating build/lib.linux-x86_64-3.9
    creating build/lib.linux-x86_64-3.9/pycocotools
    copying pycocotools/mask.py -> build/lib.linux-x86_64-3.9/pycocotools
    copying pycocotools/cocoeval.py -> build/lib.linux-x86_64-3.9/pycocotools
    copying pycocotools/coco.py -> build/lib.linux-x86_64-3.9/pycocotools
    copying pycocotools/__init__.py -> build/lib.linux-x86_64-3.9/pycocotools
    running build_ext
    skipping 'pycocotools/_mask.c' Cython extension (up-to-date)
    building 'pycocotools._mask' extension
    creating build/temp.linux-x86_64-3.9
    creating build/temp.linux-x86_64-3.9/common
    creating build/temp.linux-x86_64-3.9/pycocotools
    gcc -pthread -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -march=x86-64 -mtune=generic -O3 -pipe -fno-plt -fno-semantic-interposition -march=x86-64 -mtune=generic -O3 -pipe -fno-plt -march=x86-64 -mtune=generic -O3 -pipe -fno-plt -fPIC -I/home/nikunj/.local/lib/python3.9/site-packages/numpy/core/include -I./common -I/usr/include/python3.9 -c ./common/maskApi.c -o build/temp.linux-x86_64-3.9/./common/maskApi.o -Wno-cpp -Wno-unused-function -std=c99
    error: command 'gcc' failed: No such file or directory
    ----------------------------------------
ERROR: Command errored out with exit status 1: /usr/bin/python -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-install-ljy_9_7c/pycocotools_896cf722bc5648b6be66f79a835cf739/setup.py'"'"'; __file__='"'"'/tmp/pip-install-ljy_9_7c/pycocotools_896cf722bc5648b6be66f79a835cf739/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file__);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' install --record /tmp/pip-record-tq2zfb66/install-record.txt --single-version-externally-managed --user --prefix= --compile --install-headers /home/nikunj/.local/include/python3.9/pycocotools Check the logs for full command output.

Oct 22 '21 14:10 Nike682631

I tried to install some stuff but currently this is the error log I'm getting. How can I add datasets to the project?

Extension error:
Here is a summary of the problems encountered when running the examples

Unexpected failing examples:
/home/nikunj/Work/Lightly/Lightly_opensource/docs/source/tutorials_source/package/tutorial_simclr_clothing.py failed leaving traceback:
Traceback (most recent call last):
  File "/home/nikunj/Work/Lightly/Lightly_opensource/docs/source/tutorials_source/package/tutorial_simclr_clothing.py", line 107, in <module>
    dataset_train_simclr = lightly.data.LightlyDataset(
  File "/home/nikunj/Work/Lightly/Lightly_opensource/lightly/data/dataset.py", line 173, in __init__
    self.dataset = _load_dataset_from_folder(
  File "/home/nikunj/Work/Lightly/Lightly_opensource/lightly/data/_helpers.py", line 107, in _load_dataset_from_folder
    raise ValueError(f'The input directory {root} does not exist!')
ValueError: The input directory /datasets/clothing-dataset/images does not exist!


/home/nikunj/Work/Lightly/Lightly_opensource/docs/source/tutorials_source/package/tutorial_moco_memory_bank.py failed leaving traceback:
Traceback (most recent call last):
  File "/home/nikunj/Work/Lightly/Lightly_opensource/docs/source/tutorials_source/package/tutorial_moco_memory_bank.py", line 148, in <module>
    dataset_train_moco = lightly.data.LightlyDataset(
  File "/home/nikunj/Work/Lightly/Lightly_opensource/lightly/data/dataset.py", line 173, in __init__
    self.dataset = _load_dataset_from_folder(
  File "/home/nikunj/Work/Lightly/Lightly_opensource/lightly/data/_helpers.py", line 107, in _load_dataset_from_folder
    raise ValueError(f'The input directory {root} does not exist!')
ValueError: The input directory /datasets/cifar10/train/ does not exist!


/home/nikunj/Work/Lightly/Lightly_opensource/docs/source/tutorials_source/platform/tutorial_active_learning.py failed leaving traceback:
Traceback (most recent call last):
  File "/home/nikunj/Work/Lightly/Lightly_opensource/docs/source/tutorials_source/platform/tutorial_active_learning.py", line 190, in <module>
    api_workflow_client.create_dataset(dataset_name="active_learning_clothing_dataset")
  File "/home/nikunj/Work/Lightly/Lightly_opensource/lightly/api/api_workflow_datasets.py", line 41, in create_dataset
    self.set_dataset_id_by_name(dataset_name)
  File "/home/nikunj/Work/Lightly/Lightly_opensource/lightly/api/api_workflow_datasets.py", line 22, in set_dataset_id_by_name
    = self.datasets_api.get_datasets()
  File "/home/nikunj/Work/Lightly/Lightly_opensource/lightly/openapi_generated/swagger_client/api/datasets_api.py", line 343, in get_datasets
    (data) = self.get_datasets_with_http_info(**kwargs)  # noqa: E501
  File "/home/nikunj/Work/Lightly/Lightly_opensource/lightly/openapi_generated/swagger_client/api/datasets_api.py", line 396, in get_datasets_with_http_info
    return self.api_client.call_api(
  File "/home/nikunj/Work/Lightly/Lightly_opensource/lightly/openapi_generated/swagger_client/api_client.py", line 326, in call_api
    return self.__call_api(resource_path, method,
  File "/home/nikunj/Work/Lightly/Lightly_opensource/lightly/openapi_generated/swagger_client/api_client.py", line 158, in __call_api
    response_data = self.request(
  File "/home/nikunj/Work/Lightly/Lightly_opensource/lightly/openapi_generated/swagger_client/api_client.py", line 348, in request
    return self.rest_client.GET(url,
  File "/home/nikunj/Work/Lightly/Lightly_opensource/lightly/openapi_generated/swagger_client/rest.py", line 234, in GET
    return self.request("GET", url,
  File "/home/nikunj/Work/Lightly/Lightly_opensource/lightly/openapi_generated/swagger_client/rest.py", line 228, in request
    raise ApiException(http_resp=r)
lightly.openapi_generated.swagger_client.rest.ApiException: (403)
Reason: Forbidden
HTTP response headers: HTTPHeaderDict({'Content-Type': 'application/json; charset=utf-8', 'Vary': 'Accept-Encoding, Origin', 'x-cloud-trace-context': 'aefcf7a4754ebcbd95382afbc1fa943a/8129697949176437613;o=1', 'Content-Security-Policy': "script-src https://*.lightly.ai https://*.youtube.com https://*.gstatic.com https://*.google.com https://*.doubleclick.net https://*.google-analytics.com https://*.googletagmanager.com https://*.fullstory.com;img-src *;default-src 'self';base-uri 'self';block-all-mixed-content;font-src 'self' https: data:;frame-ancestors 'self';object-src 'none';script-src-attr 'none';style-src 'self' https: 'unsafe-inline';upgrade-insecure-requests", 'X-DNS-Prefetch-Control': 'off', 'Expect-CT': 'max-age=0', 'X-Frame-Options': 'SAMEORIGIN', 'Strict-Transport-Security': 'max-age=15552000; includeSubDomains', 'X-Download-Options': 'noopen', 'X-Content-Type-Options': 'nosniff', 'X-Permitted-Cross-Domain-Policies': 'none', 'Origin-Agent-Cluster': '?1', 'X-XSS-Protection': '0', 'Cross-Origin-Opener-Policy': 'same-origin-allow-popups', 'Cross-Origin-Resource-Policy': 'same-site', 'ETag': 'W/"3c-2MASddOo7f/Y1UTHEz2BMijz4sE"', 'Date': 'Sun, 24 Oct 2021 10:57:27 GMT', 'Server': 'Google Frontend', 'Content-Length': '60'})
HTTP response body: {
    "error": "Not able to authenticate user using token"
}



/home/nikunj/Work/Lightly/Lightly_opensource/docs/source/tutorials_source/package/tutorial_simsiam_esa.py failed leaving traceback:
Traceback (most recent call last):
  File "/home/nikunj/Work/Lightly/Lightly_opensource/docs/source/tutorials_source/package/tutorial_simsiam_esa.py", line 109, in <module>
    dataset_train_simsiam = lightly.data.LightlyDataset(
  File "/home/nikunj/Work/Lightly/Lightly_opensource/lightly/data/dataset.py", line 173, in __init__
    self.dataset = _load_dataset_from_folder(
  File "/home/nikunj/Work/Lightly/Lightly_opensource/lightly/data/_helpers.py", line 107, in _load_dataset_from_folder
    raise ValueError(f'The input directory {root} does not exist!')
ValueError: The input directory /datasets/sentinel-2-italy-v1/ does not exist!


/home/nikunj/Work/Lightly/Lightly_opensource/docs/source/tutorials_source/platform/tutorial_active_learning_detectron2.py failed leaving traceback:
Traceback (most recent call last):
  File "/home/nikunj/Work/Lightly/Lightly_opensource/docs/source/tutorials_source/platform/tutorial_active_learning_detectron2.py", line 77, in <module>
    import detectron2
ModuleNotFoundError: No module named 'detectron2'


/home/nikunj/Work/Lightly/Lightly_opensource/docs/source/tutorials_source/package/tutorial_custom_augmentations.py failed leaving traceback:
Traceback (most recent call last):
  File "/home/nikunj/Work/Lightly/Lightly_opensource/docs/source/tutorials_source/package/tutorial_custom_augmentations.py", line 164, in <module>
    example_image = np.array(Image.open(example_image_path))
  File "/usr/lib/python3.9/site-packages/PIL/Image.py", line 2968, in open
    fp = builtins.open(filename, "rb")
FileNotFoundError: [Errno 2] No such file or directory: '/datasets/vinbigdata/train_small/55e8e3db7309febee415515d06418171.tiff'


-------------------------------------------------------------------------------
make: *** [Makefile:27: html] Error 2

Oct 24 '21 11:10 Nike682631

From what I see I believe the make file requires the download of additional datasets other than pizzas and sunflowers.

Oct 24 '21 11:10 Nike682631

Hi @Nike682631, can you check if the html code was still generated? You can simply do this by running e.g.

python -m http.server 1234

and then browse the html files in your browser on port http://localhost:1234. Because it should not be necessary to build all the tutorials for this issue.

Oct 25 '21 06:10 philippmwirth

Hey @philippmwirth, so I guess a good part of it is building fine. You can see that in the pic below: Further, I wanted to ask on that I have to add examples for all in functions in this class right? : https://docs.lightly.ai/lightly.api.html#module-lightly.api.api_workflow_client. Also what all stuff do I need to study to be able to properly understand the implementation of the functions of this class? Currently I'll try to make some examples taking reference from the examples given for other functions but I'm relatively new to all this so do let me know if I have to watch some other tutorials to properly grab everything given in the docs.

Oct 25 '21 10:10 Nike682631

Yes, you can find all the functions under lightly.api.api_workflow*. Most of them should be self-explaining with the help of the docstring. If you have questions about certain functions you can just ask them here.

If you want to read up I would suggest you take a look at the active learning tutorials here.

Oct 26 '21 06:10 philippmwirth

Hi @philippmwirth , Is this issue still available to work on? Apologies for getting back after a long time.

Aug 12 '22 13:08 Nike682631

Completed.

Aug 25 '23 14:08 philippmwirth