Closed Syndorik closed 3 years ago
Ok I think the transformers
library might be the cause of this. When i'm importing classes/function that don't import transformers, everything runs correctly. Is it possilbe to exclude the transformers library form the analysis?
Is this code available somewhere? Lines like:
[BG(1)] checking: /path-to-project/lib/model/contextual/preprocessing/formatedDataset.py (5856ms)
[Info - 11:48:08 AM] [BG(1)] Long operation: checking: /path-to-project/lib/model/contextual/preprocessing/formatedDataset.py (5856ms)
[BG(1)] analyzing: /path-to-project/lib/model/contextual/preprocessing/formatedDataset.py (5862ms)
[Info - 11:48:08 AM] [BG(1)] Long operation: analyzing: /path-to-project/lib/model/contextual/preprocessing/formatedDataset.py (5862ms)
Are concerning; 6 seconds to check a file is pretty large, and it'd be helpful to be able to see if there's something to optimize here.
I have reinstalled the transformers package from hugging face (https://huggingface.co/transformers/index.html) using conda which installs it with an egg file. As for now pylance is not slow anymore since it can't parse this library.
I don't know why it was so slow though.
Hi again, Since egg files are now supported, I came accross the same problem from huggingface transformers library
```log Background analysis message: getSemanticTokens delta [BG(1)] getSemanticTokens delta previousResultId:1622801530449 at /home/alexa/torm.py ... [BG(1)] parsing: /home/alexa/torm.py (1ms) [BG(1)] binding: /home/alexa/torm.py (0ms) [BG(1)] getSemanticTokens delta previousResultId:1622801530449 at /home/alexa/torm.py (5ms) Background analysis message: setFileOpened Background analysis message: markFilesDirty Background analysis message: setFileOpened Background analysis message: markFilesDirty Background analysis message: getSemanticTokens delta [BG(1)] getSemanticTokens delta previousResultId:1622801530808 at /home/alexa/torm.py ... [BG(1)] parsing: /home/alexa/torm.py (3ms) [BG(1)] binding: /home/alexa/torm.py (0ms) [BG(1)] getSemanticTokens delta previousResultId:1622801530808 at /home/alexa/torm.py (6ms) Background analysis message: setFileOpened Background analysis message: markFilesDirty [FG] completion at /home/alexa/torm.py:1:16 ... [FG] parsing: /home/alexa/torm.py (0ms) [FG] binding: /home/alexa/torm.py (0ms) [FG] completion at /home/alexa/torm.py:1:16 (1567ms) Background analysis message: analyze [BG(1)] analyzing: /home/alexa/torm.py ... [BG(1)] parsing: /home/alexa/torm.py (0ms) [BG(1)] binding: /home/alexa/torm.py (0ms) [FG] parsing: /home/alexa/torm.py (0ms) [FG] binding: /home/alexa/torm.py (0ms) [FG] completion at /home/alexa/torm.py:1:20 [found 40 items] (5151ms) [Info - 12:12:18 PM] [FG] Long operation: completion at /home/alexa/torm.py:1:20 (5151ms) [BG(1)] checking: /home/alexa/torm.py (1ms) [BG(1)] analyzing: /home/alexa/torm.py (1ms) Background analysis message: setFileOpened Background analysis message: markFilesDirty Background analysis message: getSemanticTokens delta [BG(1)] getSemanticTokens delta previousResultId:1622801531186 at /home/alexa/torm.py ... [BG(1)] parsing: /home/alexa/torm.py (0ms) [BG(1)] binding: /home/alexa/torm.py (0ms) [BG(1)] getSemanticTokens delta previousResultId:1622801531186 at /home/alexa/torm.py (1ms) Background analysis message: setFileOpened Background analysis message: markFilesDirty Background analysis message: setFileOpened Background analysis message: markFilesDirty Background analysis message: setFileOpened Background analysis message: markFilesDirty Background analysis message: analyze [BG(1)] analyzing: /home/alexa/torm.py ... [BG(1)] parsing: /home/alexa/torm.py (0ms) [BG(1)] binding: /home/alexa/torm.py (0ms) [BG(1)] checking: /home/alexa/torm.py (1ms) [BG(1)] analyzing: /home/alexa/torm.py (2ms) Background analysis message: resumeAnalysis Background analysis message: resumeAnalysis Background analysis message: getSemanticTokens delta [BG(1)] getSemanticTokens delta previousResultId:1622801532852 at /home/alexa/torm.py (0ms) ```
```python from transformers import AutoTokenizer AutoTokenizer. from ``` Do you know if there's a solution or if I could remove transformers library from Pylance check?
Yes, transformers on conda was unfortunately one of the main reasons to add support (so I was waiting for you to re-report this, sorry).
Can you create trace logs again so we can pin down which files may be problematic in transformers?
How can I do that? I mean, the logs I have linked are Python language server's log when autocompletion is slow on my torm.py file. I did not see any reference to what blocks in transformers library
I was comparing it to the logs that you had pasted in your original issue; the new logs are much, much shorter and don't show any of the analysis work. You're definitely using the "Trace" log level, right?
Oh sorry, I was logged onto another server and forgot to switch to Trace log level Here is the trace I'm getting
```logs Background analysis message: setFileOpened Background analysis message: markFilesDirty Background analysis message: getDiagnosticsForRange Background analysis message: getDiagnosticsForRange [FG] parsing: /home/alexa/torm.py (1ms) [FG] binding: /home/alexa/torm.py (0ms) Background analysis message: getSemanticTokens delta [BG(1)] getSemanticTokens delta previousResultId:1623335181792 at /home/alexa/torm.py ... [BG(1)] parsing: /home/alexa/torm.py (1ms) [BG(1)] binding: /home/alexa/torm.py (0ms) [BG(1)] getSemanticTokens delta previousResultId:1623335181792 at /home/alexa/torm.py (5ms) Background analysis message: setFileOpened Background analysis message: markFilesDirty [FG] completion at /home/alexa/torm.py:1:14 ... [FG] parsing: /home/alexa/torm.py (0ms) [FG] binding: /home/alexa/torm.py (0ms) [FG] parsing: /home/alexa/.vscode-server-insiders/extensions/ms-python.vscode-pylance-2021.6.2-pre.1/dist/typeshed-fallback/stdlib/typing.pyi [fs read 1ms] (36ms) [FG] binding: /home/alexa/.vscode-server-insiders/extensions/ms-python.vscode-pylance-2021.6.2-pre.1/dist/typeshed-fallback/stdlib/typing.pyi (9ms) [FG] parsing: /home/alexa/.vscode-server-insiders/extensions/ms-python.vscode-pylance-2021.6.2-pre.1/dist/typeshed-fallback/stdlib/_typeshed/__init__.pyi [fs read 0ms] (7ms) [FG] binding: /home/alexa/.vscode-server-insiders/extensions/ms-python.vscode-pylance-2021.6.2-pre.1/dist/typeshed-fallback/stdlib/_typeshed/__init__.pyi (2ms) [FG] parsing: /home/alexa/.vscode-server-insiders/extensions/ms-python.vscode-pylance-2021.6.2-pre.1/dist/typeshed-fallback/stdlib/typing_extensions.pyi [fs read 0ms] (2ms) [FG] binding: /home/alexa/.vscode-server-insiders/extensions/ms-python.vscode-pylance-2021.6.2-pre.1/dist/typeshed-fallback/stdlib/typing_extensions.pyi (1ms) [FG] parsing: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/__init__.py [fs read 6ms] (60ms) [FG] binding: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/__init__.py ... [FG] parsing: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/utils/dummy_sentencepiece_objects.py [fs read 0ms] (4ms) [FG] binding: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/utils/dummy_sentencepiece_objects.py (1ms) [FG] parsing: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/utils/dummy_tokenizers_objects.py [fs read 0ms] (7ms) [FG] binding: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/utils/dummy_tokenizers_objects.py (4ms) [FG] parsing: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/utils/dummy_speech_objects.py [fs read 0ms] (1ms) [FG] binding: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/utils/dummy_speech_objects.py (0ms) [FG] parsing: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/utils/dummy_sentencepiece_and_speech_objects.py [fs read 0ms] (0ms) [FG] binding: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/utils/dummy_sentencepiece_and_speech_objects.py (0ms) [FG] parsing: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/utils/dummy_vision_objects.py [fs read 0ms] (0ms) [FG] binding: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/utils/dummy_vision_objects.py (0ms) [FG] parsing: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/utils/dummy_pt_objects.py [fs read 0ms] (47ms) [FG] binding: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/utils/dummy_pt_objects.py (23ms) [FG] parsing: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/utils/dummy_tf_objects.py [fs read 0ms] (15ms) [FG] binding: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/utils/dummy_tf_objects.py (6ms) [FG] parsing: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/utils/dummy_flax_objects.py [fs read 0ms] (7ms) [FG] binding: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/utils/dummy_flax_objects.py (0ms) [FG] binding: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/__init__.py (134ms) [FG] parsing: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/models/auto/__init__.py [fs read 0ms] (2ms) [FG] binding: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/models/auto/__init__.py (1ms) [FG] parsing: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/models/auto/tokenization_auto.py [fs read 0ms] (7ms) [FG] binding: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/models/auto/tokenization_auto.py (3ms) [FG] completion at /home/alexa/torm.py:1:14 (297ms) Background analysis message: analyze [BG(1)] analyzing: /home/alexa/torm.py ... [BG(1)] parsing: /home/alexa/torm.py (1ms) [BG(1)] binding: /home/alexa/torm.py (0ms) [FG] completion at /home/alexa/torm.py:1:14 ... [FG] parsing: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/models/auto/configuration_auto.py [fs read 0ms] (17ms) [FG] binding: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/models/auto/configuration_auto.py (3ms) [FG] parsing: /home/alexa/.vscode-server-insiders/extensions/ms-python.vscode-pylance-2021.6.2-pre.1/dist/typeshed-fallback/stdlib/collections/__init__.pyi [fs read 1ms] (13ms) [FG] binding: /home/alexa/.vscode-server-insiders/extensions/ms-python.vscode-pylance-2021.6.2-pre.1/dist/typeshed-fallback/stdlib/collections/__init__.pyi ... [FG] parsing: /home/alexa/.vscode-server-insiders/extensions/ms-python.vscode-pylance-2021.6.2-pre.1/dist/typeshed-fallback/stdlib/_collections_abc.pyi [fs read 0ms] (1ms) [FG] binding: /home/alexa/.vscode-server-insiders/extensions/ms-python.vscode-pylance-2021.6.2-pre.1/dist/typeshed-fallback/stdlib/_collections_abc.pyi (0ms) [FG] binding: /home/alexa/.vscode-server-insiders/extensions/ms-python.vscode-pylance-2021.6.2-pre.1/dist/typeshed-fallback/stdlib/collections/__init__.pyi (5ms) [FG] parsing: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/utils/__init__.py [fs read 0ms] (2ms) [FG] binding: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/utils/__init__.py (1ms) [FG] parsing: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/utils/logging.py [fs read 0ms] (5ms) [FG] binding: 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parsing: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/models/roberta/__init__.py [fs read 0ms] (1ms) [FG] binding: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/models/roberta/__init__.py (0ms) [FG] parsing: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/models/bigbird_pegasus/configuration_bigbird_pegasus.py [fs read 0ms] (1ms) [FG] binding: /home/alexa/miniconda3/envs/arg/lib/python3.9/site-packages/transformers-4.6.1-py3.8.egg/transformers/models/bigbird_pegasus/configuration_bigbird_pegasus.py (0ms) [FG] parsing: /home/alexa/.vscode-server-insiders/extensions/ms-python.vscode-pylance-2021.6.2-pre.1/dist/typeshed-fallback/stdlib/abc.pyi [fs read 0ms] (0ms) [FG] binding: /home/alexa/.vscode-server-insiders/extensions/ms-python.vscode-pylance-2021.6.2-pre.1/dist/typeshed-fallback/stdlib/abc.pyi (0ms) [FG] parsing: 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analysis message: getSemanticTokens delta [BG(1)] getSemanticTokens delta previousResultId:1623335315444 at /home/alexa/torm.py (0ms) [FG] parsing: /tmp/pyright-19739-ojRnV9rxj4IB/builtins-19739-IJUPERToPuvQ-.py [fs read 0ms] (34ms) [FG] binding: /tmp/pyright-19739-ojRnV9rxj4IB/builtins-19739-IJUPERToPuvQ-.py (17ms) Background analysis message: getDiagnosticsForRange Background analysis message: getDiagnosticsForRange ```
Thanks, I can reproduce this.
since we can repro, with this hidden option
python.analysis.logLevel: "Trace"
python.analysis.logTypeEvaluationTime: true
python.analysis.typeEvaluationTimeThreshold: 200
we probably can find which type is taking a long time in type evaluation and fix it by either adding partial type stub or improve type evaluation code around it.
fixed in 2021.8.0 release.
@heejaechang Hi, I'm using pyright and facing this issue. Can I get partial stubs somewhere?
you can generate your own stub.
add a strict comment to a file
#pyright: strict
from transformers import AutoTokenizer
then a code action should appear on transformers
to generate a stub
i'll add them here tmr https://github.com/microsoft/python-type-stubs
or you can install pylance and manually look for the bundled stub folder
i'll add them here tmr https://github.com/microsoft/python-type-stubs
updated
Environment data
Actual behaviour
It has been a week that Pylance seems to be very slow. It takes around 10 seconds to have the autocompletions. However it depends on which way you import the library. For instance
The auto completion is instantaneous. However with this
The autocompletion will take 6-7 seconds
Logs
Logs on https://pastebin.com/9cpHJ8SS (The logs was too long to put it there)