loftusa commented 1 year ago

Every few months I try to use vscode for jupyter because I would really love to just use vscode for everything. Every few months, I am disappointed and switch back to the web version.

There are two reasons for this:

1) Jupyter for vscode continues, stubbornly, to essentially always be more slow than traditional jupyter lab on localhost. Look at the run times in this screenshot. It took me a minute to run imports; when I ran the exact same code on the localhost version, it took 7.7 seconds (pictures attached). This is an extremely consistent theme in vscode jupyter. Cells will sometimes randomly take minutes to run, and will sometimes not even run at all until you press 'shift-enter' on them twice. This has been true for me across multiple computers, in many different dev environments.

Cells also just randomly take forever to run, for god knows what reason. Here is a screenshot of assigning a string to a variable taking 27.4 seconds:

Note that I am not trying to blame the team here, I am just frustrated because this is so close to being a great product, but this one thing holds it back, and it keeps not being fixed for years on end. The very first thing I would do as a product manager if I were in charge of vscode-jupyter is to pause all current tasks and plan, with the team, a multiple-month effort to speed things up, and get cells to run effectively instantly (or as close to the amount of time the python processing of the code takes as possible), every time.

2) Jupyter for vscode sucks at inline documentation, the equivalent of shift+tab in vscode jupyter. I am aware of the existence of the trigger parameter hints and show hover settings in the keyboard shortcuts. These are extremely unreliable, and actually show documentation when I press the button maybe 1/5 of the time. When they do show documentation, there is a 'loading' tag for awhile. Browser jupyter, on the other hand, is immediate with this. Basically every time. Below is an example.

The other issue with inline documentation is that, as far as I can tell, hover documentation for methods on instantiated variables simply doesn't work. When I am using pandas, for instance, typing df.unique( and then pressing the show hover hotkey while my typing carat is to the right of the parenthesis pops up a documentation window saying exactly nothing. In contrast, in the web version, typing the same thing produces full documentation, as expected.

I don't understand how these two issues aren't your guys's top priority. Everyone I've spoken to who uses jupyter has had exactly the same experience as I have, and everyone I've spoken to who uses jupyter uses the web version exclusively for exactly these issues. Even Kaggle notebooks are better. I love copilot and it'd be great to bring it into my jupyter notebook experience, but it has just never been viable to switch if I don't want a workflow where I have to wait for 30 seconds every time I press command-enter, or I am frustratingly making a new cell above the current one and typing function? just to see documentation.

These issues have been ongoing since vscode jupyter started. They are the only things holding me and everyone else I've spoken to back from using it. Without fixing these issues, the whole thing is unusable, and no other features you guys put in matter. Why are you guys working on anything besides this when they are the only things anyone I know cares about?

I should note that this is all running in a docker container with access to 7 of my 8 cpus and 10gb of RAM. I am on a 2022 macbook air. I realize that this is a rant, so thank you for reading it. Nothing personal, I just think this product has a bunch of potential and I hate to see it unusable for so long.

DonJayamanne commented 1 year ago

Thank you for filling this issue and sorry you are running into these issues

I would like to get to the bottom of these issues and get you unblocked

please can you disable all extensions except Python , Jupyter and the Notebook renderers extension
If you have the variable viewer open please hide that
Run again and check if it’s slow (I if you have the power tools extension that can show things down)
finally pear could you provide the logs so I can see what’s slow at your end (instructions below)

Please could you enable logging as follows:

Open settings & go into Jupyter->Logging
Change the value to verbose
Reload VS Code,
Attempt to repro the issue & then copy the output from the Jupyter output panel.
Use the command ‘Jupyter: Show Output’ to get to the logs

dschaub95 commented 1 year ago

I have exactly the same issues. The notebooks get especially slow as they get bigger. But many of the problems already exist in an empty notebook.

jhancibo commented 1 year ago

Same here as @dschaub95 . Could you @DonJayamanne upload a screenshot of Jupyter output panel? I have nothing here. This issue did not present couple of versions of vscode before. It is a recent versions thing.

jhancibo commented 1 year ago

Okay, I found Jupyter output panel.

Here is the log @DonJayamanne . Any other information needed? I'm not sure how to command ‘Jupyter: Show Output’ to get to the logs, so I copy all of them from the Jupyter output panel. log.zip

DonJayamanne commented 1 year ago

@jhancibo @dschaub95 @loftusa Does this repro when you close the variable view Please ensure you always hide the variable view completely Let me know of the issue persists even after that

dschaub95 commented 1 year ago

In my experience, it is entirely independent of the variable view.

DonJayamanne commented 1 year ago

If you have the Jupyter powertoys extension Please disable that as well

dschaub95 commented 1 year ago

I don't use the powertoys extension at all. Maybe it's also important to mention that the problems with jupyter notebooks are even more severe when developing on a remote server (via ssh or Kubernetes). However, they still persist when developing locally.

DonJayamanne commented 1 year ago

@dschaub95 Please could you enable logging as follows:

Open settings & go into Jupyter->Logging
Change the value to verbose
Reload VS Code,
Attempt to repro the issue & then copy the output from the Jupyter output panel.
please share these logs when you run into perf issues

dschaub95 commented 1 year ago

The output is attached. As far as I could see, the output only changed when the cell started executing. The time between me trying to execute and the actual execution seems not to be logged. logs.txt

jhancibo commented 1 year ago

In my experience, it is entirely independent of the variable view.

Same here. And I didn't install powertoys extension.

jhancibo commented 1 year ago

@DonJayamanne The issue persists after close the variable view completely.

DonJayamanne commented 1 year ago

@dschaub95 @jhancibo I’m being sorry this is still unresolved Please can you try the following

disable all extensions except Python, Jupyter and notebook renders extension
from the command palette select.Developer: Set log level
Select extension host and select info
When you run into this issue
Please go into the output panel and select Extension host
Clear the logs
click the run cell button
Capture the logs and let me know what you get
Also let me know how long it took for you to see the output ‘NotebookController[..] EXECUTE Cell’ in the output panel
Basically was there a delay between you clicking the button and the message getting logged
Please do sure the logs from extension host when you replicate this issue
And please do disable all but the about 3 extensions

Once again thank you for your continued patience ands support

jhancibo commented 1 year ago

@DonJayamanne Could you recording a video to do those instruction above? I tried and it is abstract to follow each step. For example, when I type Developer: Set log level in command palette, I see nothing pop up. If you have time to recording the video, I would be very happy to test it. Thanks.

DonJayamanne commented 1 year ago

The time between me trying to execute and the actual execution seems not to be logged.

Please send the logs from Extension Host and Jupyter From the ExtenisonHost logs I'm only interested in the lines that have the text [trace] NotebookController[...] EXECUTE cells

@dschaub95 @jhancibo Please could you send these two logs From what I understand

Jupyter extension logs do not get updated for a while, meaning Jupyter extension does not recieve messages for execution for while

Please let me know

How long it takes to see output in the ExtensionHost logs from the time you try to run a cell. @dschaub95 You have already confirmed that Jupyter logs do not get updated, please check the ExtensionHost logs as well.

Here are the instructions again (please clear the both `ExtensionHost` and `Jupyter` logs before you start executing cells)

Please can you try the following

disable all extensions except Python, Jupyter and notebook renders extension
from the command palette select.Developer: Set log level
Select extension host and select info
When you run into this issue
Please go into the output panel and select Extension host
Clear the logs
click the run cell button
Capture the logs and let me know what you get
Also let me know how long it took for you to see the output ‘NotebookController[..] EXECUTE Cell’ in the output panel
Basically was there a delay between you clicking the button and the message getting logged
Please do sure the logs from extension host when you replicate this issue
And please do disable all but the about 3 extensions

Once again thank you for your continued patience ands support

DonJayamanne commented 1 year ago

Closing this issue as its been over 4 weeks, since the information was requested. We'll be happy to reopen the issue when the requested information has been provided.

yuuuxt commented 11 months ago

got one example and the logs are in https://github.com/microsoft/pylance-release/issues/5301 (Note that I'm not disabling all other extensions).

UPDATE: having the same issue again, but nothing in Extension Host (in info level). the pending lasted for about one minutes. I tried it again with debug level for Extension Host, the only logs (from middle of pending to after execution) are as follows. (seems unrelated?)

meanwhile, the time shown below is incorrect - the waiting time is more than one minute.

2023-12-22 14:30:10.159 [debug] ExtHostNotebook#$acceptEditorPropertiesChanged 47805538-ec73-4099-90db-736613202be8 {"selections":{"selections":[{"start":34,"end":35}]}}
2023-12-22 14:30:27.062 [debug] ExtHostNotebook#$acceptEditorPropertiesChanged 47805538-ec73-4099-90db-736613202be8 {"selections":{"selections":[{"start":35,"end":36}]}}
2023-12-22 14:30:33.206 [debug] ExtHostNotebook#$acceptEditorPropertiesChanged 47805538-ec73-4099-90db-736613202be8 {"selections":{"selections":[{"start":35,"end":36}]}}
2023-12-22 14:30:48.061 [debug] ExtHostNotebook#$acceptEditorPropertiesChanged 47805538-ec73-4099-90db-736613202be8 {"visibleRanges":{"ranges":[{"start":33,"end":36}]}}
2023-12-22 14:30:51.428 [debug] ExtHostNotebook#$acceptEditorPropertiesChanged 47805538-ec73-4099-90db-736613202be8 {"visibleRanges":{"ranges":[{"start":33,"end":37}]}}
2023-12-22 14:30:52.066 [debug] ExtHostNotebook#$acceptEditorPropertiesChanged 47805538-ec73-4099-90db-736613202be8 {"selections":{"selections":[{"start":35,"end":36}]}}
2023-12-22 14:31:30.497 [debug] ExtHostNotebook#$acceptEditorPropertiesChanged 47805538-ec73-4099-90db-736613202be8 {"selections":{"selections":[{"start":35,"end":36}]}}
2023-12-22 14:32:34.055 [debug] ExtHostNotebook#$acceptEditorPropertiesChanged 47805538-ec73-4099-90db-736613202be8 {"visibleRanges":{"ranges":[{"start":33,"end":36}]}}

and again, pls note that I'm not disabling other extensions during work, which is not consistent with your instruction above.

suiluj commented 10 months ago

Hi, i think this issue should not be closed because it is not solved.

Or does someone have a solution?

When I run notebooks in jupyter lab in the browser everything is instant but in vscode everything runs delayed.

FlorinAndrei commented 10 months ago

Not sure if this is what you're seeing, but I've noticed a regression of an old bug. I have a code cell that should run in a fraction of a second. I run it. It's stuck for about 1 minute. Then all of a sudden it runs.

Very annoying. Because of this and other, numerous bugs, I'm thinking to go back to Jupyter Notebook in a browser.

suiluj commented 10 months ago

I don't know if Windows interferes the "vscode ipykernel" differently than the "kernel type" that is started by running jupyter lab.
But I noticed that on my macbook air m2 vscode restarts kernels and runs cells fast.

Perhaps there are some Windows processes like Windows Defender and proxy and vpn settings that interfere with the ipykernel when starting a kernel from vscode.

Here is an issue that describes some of these things:
https://github.com/jupyter/notebook/issues/1415

FayzulSaimun commented 9 months ago

I am experiencing the same issue. A few days ago, everything was working fine but after updating to the latest version, Visual Studio Code is using almost 90% of my CPU and the Jupyter Notebook is also running slow. Previously, I could use 3-4 notebooks at a time with my current setup but now running even one notebook is not possible. On the other hand, everything is smooth in Jupyter Lab.

"I have attached the cell loading data. It has been stuck for 5 minutes now and is not running."

JasonGross commented 9 months ago

In my experience, jupyter notebooks performance degrades very quickly in the size of the notebook. This is especially true for plotly.express plots, and is independent of whether I am using a .ipynb file or the interactive cell views for a .py file.

Describing the experience for a .py file: when there are no plots and no LaTeX in the interactive window, everything is snappy. But if I have even just a handful of plots (or many lines of rendered LaTeX from Markdown cells), then it takes multiple seconds between when I press Shift+Enter and when the interactive window starts running the command. If I click "clear all", everything is quick again. This seems to largely depend on how many plots are in the interactive window, not how many are currently visible.

Some other observations:

Making fancy interactive .js plots slows vscode way more than making png plots
When my notebooks contain many interactive plotly.express plots, the .ipynb files saved from vscode can be ~10x larger (100+MB rather than 10MB) than equivalent notebooks saved from Google Colab

FlorinAndrei commented 9 months ago

@JasonGross All that is true, but the bug where it gets stuck on a cell does not depend on notebook size or plot complexity.

JasonGross commented 9 months ago

Is this behavior related? I sometimes see code execution hanging for multiple minutes on trying to write to the interactive window. Maybe there's a similar blocking IO writing call that is deadlocked or something in the other cases?

---------------------------------------------------------------------------
KeyboardInterrupt                         Traceback (most recent call last)
Cell In[161], line 12
     10             weights[q_tok, max_tok, n_copies_nonmax] = (max_tok - 1) ** n_copies_nonmax * math.comb(model.cfg.n_ctx - 1, n_copies_nonmax)
     11 for _, v in min_gaps_list_nosvd:
---> 12     weighted_histogram(v.flatten().detach().numpy(), weights.flatten().detach().numpy(),labels={"x":"gap", "y":"count * # sequences"}, num_bins=v.max().item()).show(RENDERER)

File ~/guarantees-based-mechanistic-interpretability/.venv/lib/python3.10/site-packages/plotly/basedatatypes.py:3410, in BaseFigure.show(self, *args, **kwargs)
   3377 """
   3378 Show a figure using either the default renderer(s) or the renderer(s)
   3379 specified by the renderer argument
   (...)
   3406 None
   3407 """
   3408 import plotly.io as pio
-> 3410 return pio.show(self, *args, **kwargs)

File ~/guarantees-based-mechanistic-interpretability/.venv/lib/python3.10/site-packages/plotly/io/_renderers.py:386, in show(fig, renderer, validate, **kwargs)
    383 fig_dict = validate_coerce_fig_to_dict(fig, validate)
    385 # Mimetype renderers
--> 386 bundle = renderers._build_mime_bundle(fig_dict, renderers_string=renderer, **kwargs)
    387 if bundle:
    388     if not ipython_display:

File ~/guarantees-based-mechanistic-interpretability/.venv/lib/python3.10/site-packages/plotly/io/_renderers.py:294, in RenderersConfig._build_mime_bundle(self, fig_dict, renderers_string, **kwargs)
    291             if hasattr(renderer, k):
    292                 setattr(renderer, k, v)
--> 294         bundle.update(renderer.to_mimebundle(fig_dict))
    296 return bundle

File ~/guarantees-based-mechanistic-interpretability/.venv/lib/python3.10/site-packages/plotly/io/_base_renderers.py:126, in ImageRenderer.to_mimebundle(self, fig_dict)
    125 def to_mimebundle(self, fig_dict):
--> 126     image_bytes = to_image(
    127         fig_dict,
    128         format=self.format,
    129         width=self.width,
    130         height=self.height,
    131         scale=self.scale,
    132         validate=False,
    133         engine=self.engine,
    134     )
    136     if self.b64_encode:
    137         image_str = base64.b64encode(image_bytes).decode("utf8")

File ~/guarantees-based-mechanistic-interpretability/.venv/lib/python3.10/site-packages/plotly/io/_kaleido.py:143, in to_image(fig, format, width, height, scale, validate, engine)
    140 # Validate figure
    141 # ---------------
    142 fig_dict = validate_coerce_fig_to_dict(fig, validate)
--> 143 img_bytes = scope.transform(
    144     fig_dict, format=format, width=width, height=height, scale=scale
    145 )
    147 return img_bytes

File ~/guarantees-based-mechanistic-interpretability/.venv/lib/python3.10/site-packages/kaleido/scopes/plotly.py:153, in PlotlyScope.transform(self, figure, format, width, height, scale)
    142     raise ValueError(
    143         "Invalid format '{original_format}'.\n"
    144         "    Supported formats: {supported_formats_str}"
   (...)
    148         )
    149     )
    151 # Transform in using _perform_transform rather than superclass so we can access the full
    152 # response dict, including error codes.
--> 153 response = self._perform_transform(
    154     figure, format=format, width=width, height=height, scale=scale
    155 )
    157 # Check for export error, later can customize error messages for plotly Python users
    158 code = response.get("code", 0)

File ~/guarantees-based-mechanistic-interpretability/.venv/lib/python3.10/site-packages/kaleido/scopes/base.py:305, in BaseScope._perform_transform(self, data, **kwargs)
    302 self._std_error = io.BytesIO()
    304 # Write and flush spec
--> 305 self._proc.stdin.write(export_spec)
    306 self._proc.stdin.write("\n".encode('utf-8'))
    307 self._proc.stdin.flush()

KeyboardInterrupt:

DonJayamanne commented 9 months ago

Is this behavior related? I sometimes see code execution hanging for multiple minutes on trying to write to the interactive

This does not seem to be related to VS Code or the like. Based on the error message, its a stack trace from Python code, ie its the python code that is hanging. I.e. python code you are running is hanging the kernel.

DonJayamanne commented 9 months ago

@FayzulSaimun

A few days ago, everything was working fine but after updating to the latest version, Visual Studio Code is using almost 90% of my CPU and the Jupyter Notebook is also running slow. Previously, I could use 3-4

Most likely unrelated to the Jupyter extension. Please can you follow the notes here and file an issue withe the relevant logs, to help us identify the bottleneck https://github.com/microsoft/vscode/wiki/Performance-Issues

JasonGross commented 9 months ago

Is this behavior related? I sometimes see code execution hanging for multiple minutes on trying to write to the interactive

This does not seem to be related to VS Code or the like. Based on the error message, its a stack trace from Python code, ie its the python code that is hanging. I.e. python code you are running is hanging the kernel.

@DonJayamanne I don't see how this could possibly be unrelated to VS Code. When I run code on the command line, it executes in a couple of seconds and dumps {'image/png': <base64-encoded png>} to stdout. When I execute in a cell in VS Code, it hangs on a stdin.write for over 5 minutes. This indicates to me that VS Code is failing to read from its buffers in a timely manner, resulting in hanging on things that are trying to print to the interactive window.

DonJayamanne commented 9 months ago

@suiluj

Here is an issue that describes some of these things: https://github.com/jupyter/notebook/issues/1415

Looks like this indicates that some of these issues could be caused by VPN issues, But i suspect thats not what you are running into or is it?

When I run notebooks in jupyter lab in the browser everything is instant but in vscode everything runs delayed.

Please can you share a very simple sample of this issue

Open VS Code
Clear all of the Jupyter logs (open the command Jupyter: Show Output to get to the logs)
Close all notebooks
Open a notebook
Run a cell in a notebook with a simple print("Hello World") statement
Share the logs
If the steps to repro this per issue is more complex, please do share all relevant information such as what packages are installed and what code is executed (please share the full notebook if there's more than just one cell)

Please could you enable logging as follows:

Open settings & go into Jupyter->Logging
Change the value to verbose
Reload VS Code,
Attempt to repro the issue & then copy the output from the Jupyter output panel.

vscodenpa commented 9 months ago

This issue has been closed automatically because it needs more information and has not had recent activity. See also our issue reporting guidelines.

Happy Coding!

Animadversio commented 9 months ago

In my experience, jupyter notebooks performance degrades very quickly in the size of the notebook. This is especially true for plotly.express plots, and is independent of whether I am using a .ipynb file or the interactive cell views for a .py file.

Describing the experience for a .py file: when there are no plots and no LaTeX in the interactive window, everything is snappy. But if I have even just a handful of plots (or many lines of rendered LaTeX from Markdown cells), then it takes multiple seconds between when I press Shift+Enter and when the interactive window starts running the command. If I click "clear all", everything is quick again. This seems to largely depend on how many plots are in the interactive window, not how many are currently visible.

Some other observations:

Making fancy interactive .js plots slows vscode way more than making png plots

When my notebooks contain many interactive plotly.express plots, the .ipynb files saved from vscode can be ~10x larger (100+MB rather than 10MB) than equivalent notebooks saved from Google Colab

I'm experiencing the same issue and I have exactly the same observation as @JasonGross .... which pushed me to switch to web-based version...

DonJayamanne commented 9 months ago

@rebornix @amunger /cc

ale-dg commented 9 months ago

Hi,

Just adding to this. I have been having the issue shown below when hovering over Plotly graphs created with large data, which does not happen running normal Jupyter notebook on the web. Hope it helps.

Best

Screenshot 2024-02-15 at 21 40 21

sgaseretto commented 9 months ago

I'm having the exact same issue as all here! I don't know how this could not be related to VS Code since it is happening to all of us when using the editor.

gdebrun2 commented 8 months ago

Experiencing the same issues. I have disabled all extensions except for python, Jupyter and the Jupyter renderer. I also uninstalled and reinstalled Vscode and conda. I have included the logs from notebook startup followed by a run all, and then followed by another run all. This issue does not occur when running the same notebooks in Jupyterlab Desktop, Jupyterlab, or Pycharm. Note, similar behavior was experienced in Jupyterlab that was fixed in version 4.0 (see this jupyterlab issue). I can confirm that this notebook specifically experienced the same issue when run in jupyterlab versions less than 4.0 and the update fixed it. Perhaps whatever they changed in their rendering may help here.

Version info:

macOS 14.3.1
M1 Max CPU/GPU with 64 GB ram
VsCode info:
- Version: 1.87.1
- Commit: 1e790d77f81672c49be070e04474901747115651
- Date: 2024-03-06T00:22:39.156Z (3 days ago)
- Electron: 27.3.2
- ElectronBuildId: 26836302
- Chromium: 118.0.5993.159
- Node.js: 18.17.1
- V8: 11.8.172.18-electron.0
- OS: Darwin arm64 23.3.0
Python extension version v2024.2.1
Jupyter extension version v2024.2.0
Jupyter renderer version v2024.2.0
Python 3.12
Packages:

Problem has persisted through various versions for all of the above and is reproducible with a barebones evironment

Vscode json settings:

{ "python.condaPath": "/Users/gavin/miniconda3/condabin/conda", "python.analysis.inlayHints.functionReturnTypes": false, "python.analysis.inlayHints.pytestParameters": true, "python.analysis.inlayHints.callArgumentNames":"all", "python.analysis.typeCheckingMode": "off", "python.analysis.inlayHints.variableTypes": false, "python.analysis.logLevel": "Trace", "files.autoSave": "afterDelay", "files.autoSaveDelay": 100, "editor.formatOnSave": true, "editor.formatOnPaste": true, "editor.formatOnType": true, "editor.defaultFormatter": "ms-python.black-formatter", "editor.wordWrapColumn": 80, "editor.wordWrap": "wordWrapColumn", "editor.tabSize": 4, "editor.parameterHints.enabled": false, "editor.inlineSuggest.showToolbar": "never", "editor.autoClosingBrackets": "never", "editor.autoClosingQuotes": "never", "black-formatter.showNotifications": "onWarning", "notebook.lineNumbers": "on", "notebook.output.textLineLimit": 150, "notebook.formatOnSave.enabled": true, "notebook.formatOnCellExecution": true, "jupyter.pythonExportMethod": "nbconvert", "jupyter.askForKernelRestart": false, "jupyter.logging.level": "verbose", "quarto.render.renderOnSave": true, "quarto.visualEditor.markdownWrapColumn": 80, "[r]": { "editor.defaultFormatter": "REditorSupport.r", }, "[rmd]": { "editor.defaultFormatter": "REditorSupport.r", }, "r.lsp.diagnostics": false, "r.lsp.debug": false, "r.lsp.enabled": true, "remote.SSH.connectTimeout": 60, "github.copilot.enable": { "quarto": true, "*": true }, "workbench.editorAssociations": { "*.md": "vscode.markdown.preview.editor", "*.csv": "gc-excelviewer-csv-editor" }, "explorer.confirmDelete": false, "git.enableSmartCommit": true, "security.workspace.trust.enabled": false, "workbench.startupEditor": "none", "editor.suggest.showWords": false, "editor.suggest.showConstructors": false, "editor.suggest.showDeprecated": false, "editor.suggest.showEnumMembers": false, "editor.suggest.showEnums": false, "editor.suggest.showEvents": false, "editor.suggest.showInterfaces": false, "editor.suggest.showIssues": false, "editor.suggest.showSnippets": false, "editor.suggest.showUsers": false, "editor.suggest.showUnits": false, "editor.suggest.showTypeParameters": false, "editor.suggest.showStructs": false, "editor.suggest.showReferences": false, "editor.suggest.showOperators": false, "editor.suggest.showModules": false, "editor.suggest.showInlineDetails": false, "editor.inlineSuggest.enabled": true, "editor.suggest.localityBonus": true, "editor.suggest.showKeywords": false, "editor.suggest.showClasses": false, "editor.suggest.showConstants": false, }

Logs Context:

Attempting to run and edit a .ipynb with about 100 code cells and 100 markdown cells
Input response delay before even running the notebook (i.e. typing a print command) is noticeably laggy, but manageable.
Notebook depends on about 300 KB in json, txt and csv files as well as a 60 MB .pkl

Issue is reoccurring throughout multiple longer notebooks even with no external data loaded and fewer cells than this

Issue Description:

on run all, notebook slows to a halt. Scrolling is extremely delayed if not impossible as are any editing attempts
After execution, scrolling remains less laggy
editing (i.e. typing a print statement) and executing cells becomes significantly unresponsive to the point of being unusable
Successive run all commands increase the unresponsiveness, despite kernel memory remaining relatively low (600MB - 1GB)
Often "sucked back" to previous location in notebook on scroll (this issue happens frequently even on small notebooks without the lag)
Once the notebook becomes unresponsive the execution of a cell with a simple print statement can take 0.5-2 seconds. The cell timer will report this time until the print is actually executed; then it reports 0.0s as expected.

Same issues occur when cells are manually run as opposed to using run all

Processes CPU and Memory Usage:

Jupyter Logs:

Visual Studio Code (1.87.1, undefined, desktop) Jupyter Extension Version: 2024.2.0. Python Extension Version: 2024.2.1. Pylance Extension not installed. Platform: darwin (arm64). Workspace folder ~/Downloads/Conference Call, Home = /Users/gavin 18:19:08.457 [debug] Get Custom Env Variables, Class name = Rm (started execution), Arg 1: undefined, Arg 2: "RunPythonCode" 18:19:08.457 [info] Start refreshing Kernel Picker (1709943548457) 18:19:08.465 [info] Using Pylance 18:19:08.476 [debug] No controller, hence notebook communications cannot be initialized for editor ~/Downloads/Conference Call/Conference_Calls_Student_Template_E4.ipynb 18:19:08.476 [info] Start refreshing Interpreter Kernel Picker 18:19:08.586 [debug] Get Custom Env Variables, Class name = Rm, completed in 129ms, has a truthy return value, Arg 1: undefined, Arg 2: "RunPythonCode" 18:19:08.586 [debug] Jupyter Paths /kernels: 18:19:08.587 [debug] Kernel Spec Root Paths, /usr/share/jupyter/kernels, /usr/local/share/jupyter/kernels, ~/Library/Jupyter/kernels 18:19:08.589 [debug] Search for KernelSpecs in Interpreter /usr/bin/python3 18:19:08.589 [debug] Finding Global Python KernelSpecs 18:19:08.590 [warn] No interpreter with path ~/anaconda3/bin/python found in Python API, will convert Uri path to string as Id ~/anaconda3/bin/python 18:19:08.591 [debug] Search for KernelSpecs in Interpreter ~/miniconda3/envs/analysis/bin/python 18:19:08.592 [debug] Search for KernelSpecs in Interpreter ~/miniconda3/bin/python 18:19:08.593 [debug] Search for KernelSpecs in Interpreter ~/miniconda3/envs/tmp/bin/python 18:19:08.595 [debug] Search for KernelSpecs in Interpreter /opt/homebrew/bin/python3 18:19:08.598 [debug] Full interpreter list is length: 5, /usr/bin/python3::Unknown:/usr/bin/python3, ~/miniconda3/envs/analysis/bin/python:analysis:Conda:~/miniconda3/envs/analysis/bin/python, ~/miniconda3/bin/python:base:Conda:~/miniconda3/bin/python, ~/miniconda3/envs/tmp/bin/python:tmp:Conda:~/miniconda3/envs/tmp/bin/python, /opt/homebrew/bin/python3::Unknown:/opt/homebrew/bin/python3 18:19:08.599 [debug] Getting activated env variables, Class name = yp (started execution), Arg 1: "~/Downloads/Conference Call", Arg 2: "~/miniconda3/envs/tmp/bin/python", Arg 3: undefined 18:19:08.599 [debug] Get Custom Env Variables, Class name = Rm (started execution), Arg 1: "~/Downloads/Conference Call", Arg 2: "RunPythonCode" 18:19:08.599 [debug] Get Custom Env Variables, Class name = Rm, completed in 0ms, has a truthy return value, Arg 1: "~/Downloads/Conference Call", Arg 2: "RunPythonCode" 18:19:08.623 [debug] Kernels for interpreter /usr/bin/python3 are .jvsc74a57bd031f2aee4e71d21fbe5cf8b01ff0e069b9275f58929596ceb00d14d90e3e16cd6./usr/bin/python3./usr/bin/python3.-m#ipykernel_launcher 18:19:08.624 [debug] Kernels for interpreter ~/miniconda3/bin/python are .jvsc74a57bd01440b1a065c7bcf202ad0fbf242eb952aa001309ea14ed3c0a353997a1b98e23.~/miniconda3/python.~/miniconda3/python.-m#ipykernel_launcher 18:19:08.625 [debug] Kernels for interpreter /opt/homebrew/bin/python3 are .jvsc74a57bd0b0fa6594d8f4cbf19f97940f81e996739fb7646882a419484c72d19e05852a7e./opt/homebrew/bin/python3./opt/homebrew/bin/python3.-m#ipykernel_launcher 18:19:08.637 [debug] Loading kernelspec from ~/Library/Jupyter/kernels/base/kernel.json 18:19:08.637 [debug] Loading kernelspec from ~/Library/Jupyter/kernels/ir/kernel.json 18:19:08.637 [debug] Loading kernelspec from ~/Library/Jupyter/kernels/julia-1.8/kernel.json 18:19:08.641 [debug] Loading kernelspec from ~/miniconda3/envs/analysis/share/jupyter/kernels/python3/kernel.json for ~/miniconda3/envs/analysis/bin/python 18:19:08.641 [debug] Loading kernelspec from ~/miniconda3/envs/tmp/share/jupyter/kernels/python3/kernel.json for ~/miniconda3/envs/tmp/bin/python 18:19:08.643 [debug] KernelProvider switched kernel to id = .jvsc74a57bd086ad632078acd5f6a85ed97253effb372ece9df2eed5cd6fb5370310a1c38041.~/miniconda3/envs/tmp/python.~/miniconda3/envs/tmp/python.-m#ipykernel_launcher 18:19:08.643 [debug] start the kernel, options.disableUI=true for ~/Downloads/Conference Call/Conference_Calls_Student_Template_E4.ipynb 18:19:08.644 [debug] Initialize notebook communications for editor ~/Downloads/Conference Call/Conference_Calls_Student_Template_E4.ipynb 18:19:08.644 [debug] Resolving notebook UI Comms (resolve) for ~/Downloads/Conference Call/Conference_Calls_Student_Template_E4.ipynb 18:19:08.644 [debug] initialize CommonMessageCoordinator 18:19:08.647 [debug] Registering commtarget jupyter.widget 18:19:08.647 [debug] IPyWidgetMessageDispatcher.initialize 18:19:08.647 [debug] Attempting to determine version of IPyWidgets 18:19:08.647 [debug] Controller selection change completed 18:19:08.647 [debug] Waiting for IPyWidgets version 18:19:08.647 [debug] Waiting for IPyWidgets version promise 18:19:08.658 [info] Starting Kernel startUsingPythonInterpreter, .jvsc74a57bd086ad632078acd5f6a85ed97253effb372ece9df2eed5cd6fb5370310a1c38041.~/miniconda3/envs/tmp/python.~/miniconda3/envs/tmp/python.-m#ipykernel_launcher (Python Path: ~/miniconda3/envs/tmp/bin/python, Conda, tmp, 3.12.2) for '~/Downloads/Conference Call/Conference_Calls_Student_Template_E4.ipynb' (disableUI=true) 18:19:08.659 [debug] Creating raw notebook for resource '~/Downloads/Conference Call/Conference_Calls_Student_Template_E4.ipynb' 18:19:08.675 [debug] Getting activated env variables, Class name = yp (started execution), Arg 1: "~/Downloads/Conference Call/Conference_Calls_Student_Template_E4.ipynb", Arg 2: "~/miniconda3/envs/tmp/bin/python", Arg 3: undefined 18:19:08.675 [debug] Get Custom Env Variables, Class name = Rm (started execution), Arg 1: "~/Downloads/Conference Call/Conference_Calls_Student_Template_E4.ipynb", Arg 2: "RunPythonCode" 18:19:08.676 [debug] Get Custom Env Variables, Class name = Rm, completed in 0ms, has a truthy return value, Arg 1: "~/Downloads/Conference Call/Conference_Calls_Student_Template_E4.ipynb", Arg 2: "RunPythonCode" 18:19:08.718 [debug] Hiding default kernel spec 'Python 3 (ipykernel)', 'python3122jvsc74a57bd00a442f27f8d071c54cf9da8e96de746be70f7d203a83f3429e6703b795fb73c7', ~/miniconda3/envs/analysis/bin/python for interpreter ~/miniconda3/envs/analysis/bin/python and spec ~/miniconda3/envs/analysis/share/jupyter/kernels/python3/kernel.json 18:19:08.719 [debug] Kernels for interpreter ~/miniconda3/envs/analysis/bin/python are .jvsc74a57bd00a442f27f8d071c54cf9da8e96de746be70f7d203a83f3429e6703b795fb73c7.~/miniconda3/envs/analysis/python.~/miniconda3/envs/analysis/python.-m#ipykernel_launcher 18:19:08.719 [debug] Hiding default kernel spec 'Python 3 (ipykernel)', 'python3122jvsc74a57bd086ad632078acd5f6a85ed97253effb372ece9df2eed5cd6fb5370310a1c38041', ~/miniconda3/envs/tmp/bin/python for interpreter ~/miniconda3/envs/tmp/bin/python and spec ~/miniconda3/envs/tmp/share/jupyter/kernels/python3/kernel.json 18:19:08.719 [debug] Kernels for interpreter ~/miniconda3/envs/tmp/bin/python are .jvsc74a57bd086ad632078acd5f6a85ed97253effb372ece9df2eed5cd6fb5370310a1c38041.~/miniconda3/envs/tmp/python.~/miniconda3/envs/tmp/python.-m#ipykernel_launcher 18:19:08.743 [debug] Launching kernel .jvsc74a57bd086ad632078acd5f6a85ed97253effb372ece9df2eed5cd6fb5370310a1c38041.~/miniconda3/envs/tmp/python.~/miniconda3/envs/tmp/python.-m#ipykernel_launcher for ~/Downloads/Conference Call/Conference_Calls_Student_Template_E4.ipynb in ~/Downloads/Conference Call with ports 9001, 9000, 9004, 9002, 9003 18:19:09.049 [debug] Conda file returned by Python Extension is ~/miniconda3/condabin/conda 18:19:09.119 [debug] Full interpreter list is length: 5, /usr/bin/python3::Unknown:/usr/bin/python3, ~/miniconda3/envs/analysis/bin/python:analysis:Conda:~/miniconda3/envs/analysis/bin/python, ~/miniconda3/bin/python:base:Conda:~/miniconda3/bin/python, ~/miniconda3/envs/tmp/bin/python:tmp:Conda:~/miniconda3/envs/tmp/bin/python, /opt/homebrew/bin/python3::Unknown:/opt/homebrew/bin/python3 18:19:09.119 [debug] Refreshed Environments 18:19:09.884 [debug] Got env vars with python ~/miniconda3/envs/tmp/bin/python, with env var count 93 in 1285ms. PATH value is ~/miniconda3/envs/tmp/bin:~/miniconda3/condabin:/usr/local/bin:/System/Cryptexes/App/usr/bin:/usr/bin:/bin:/usr/sbin:/sbin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/local/bin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/bin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/appleinternal/bin:/opt/X11/bin:/Library/Apple/usr/bin:/Library/TeX/texbin:/Applications/Wireshark.app/Contents/MacOS:/Applications/Little Snitch.app/Contents/Components:/Applications/quarto/bin:/opt/homebrew/bin and Path value is undefined 18:19:09.884 [debug] Prepend PATH with python bin for ~/miniconda3/envs/tmp/bin/python 18:19:09.884 [debug] Activated Env Variables for ~/miniconda3/envs/tmp/bin/python, PATH value is ~/miniconda3/envs/tmp/bin:~/miniconda3/condabin:/usr/local/bin:/System/Cryptexes/App/usr/bin:/usr/bin:/bin:/usr/sbin:/sbin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/local/bin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/bin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/appleinternal/bin:/opt/X11/bin:/Library/Apple/usr/bin:/Library/TeX/texbin:/Applications/Wireshark.app/Contents/MacOS:/Applications/Little Snitch.app/Contents/Components:/Applications/quarto/bin:/opt/homebrew/bin and Path value is undefined 18:19:09.884 [debug] Getting activated env variables, Class name = yp, completed in 1285ms, has a truthy return value, Arg 1: "~/Downloads/Conference Call", Arg 2: "~/miniconda3/envs/tmp/bin/python", Arg 3: undefined 18:19:09.885 [info] Process Execution: ~/miniconda3/envs/tmp/bin/python -m pip list 18:19:09.886 [debug] Got env vars with python ~/miniconda3/envs/tmp/bin/python, with env var count 93 in 1211ms. PATH value is ~/miniconda3/envs/tmp/bin:~/miniconda3/condabin:/usr/local/bin:/System/Cryptexes/App/usr/bin:/usr/bin:/bin:/usr/sbin:/sbin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/local/bin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/bin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/appleinternal/bin:/opt/X11/bin:/Library/Apple/usr/bin:/Library/TeX/texbin:/Applications/Wireshark.app/Contents/MacOS:/Applications/Little Snitch.app/Contents/Components:/Applications/quarto/bin:/opt/homebrew/bin and Path value is undefined 18:19:09.886 [debug] Prepend PATH with python bin for ~/miniconda3/envs/tmp/bin/python 18:19:09.886 [debug] Activated Env Variables for ~/miniconda3/envs/tmp/bin/python, PATH value is ~/miniconda3/envs/tmp/bin:~/miniconda3/condabin:/usr/local/bin:/System/Cryptexes/App/usr/bin:/usr/bin:/bin:/usr/sbin:/sbin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/local/bin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/bin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/appleinternal/bin:/opt/X11/bin:/Library/Apple/usr/bin:/Library/TeX/texbin:/Applications/Wireshark.app/Contents/MacOS:/Applications/Little Snitch.app/Contents/Components:/Applications/quarto/bin:/opt/homebrew/bin and Path value is undefined 18:19:09.886 [debug] Getting activated env variables, Class name = yp, completed in 1211ms, has a truthy return value, Arg 1: "~/Downloads/Conference Call/Conference_Calls_Student_Template_E4.ipynb", Arg 2: "~/miniconda3/envs/tmp/bin/python", Arg 3: undefined 18:19:09.886 [info] Process Execution: ~/miniconda3/envs/tmp/bin/python -c "import ipykernel; print(ipykernel.__version__); print("5dc3a68c-e34e-4080-9c3e-2a532b2ccb4d"); print(ipykernel.__file__)" 18:19:09.886 [debug] Kernel Env Variables for ~/.vscode/extensions/ms-toolsai.jupyter-2024.2.0-darwin-arm64/temp/jupyter/kernels/python3122jvsc74a57bd086ad632078acd5f6a85ed97253effb372ece9df2eed5cd6fb5370310a1c38041/kernel.json, PATH value is ~/miniconda3/envs/tmp/bin:~/miniconda3/condabin:/usr/local/bin:/System/Cryptexes/App/usr/bin:/usr/bin:/bin:/usr/sbin:/sbin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/local/bin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/bin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/appleinternal/bin:/opt/X11/bin:/Library/Apple/usr/bin:/Library/TeX/texbin:/Applications/Wireshark.app/Contents/MacOS:/Applications/Little Snitch.app/Contents/Components:/Applications/quarto/bin:/opt/homebrew/bin 18:19:09.887 [info] Process Execution: ~/miniconda3/envs/tmp/bin/python -m ipykernel_launcher --f=~/Library/Jupyter/runtime/kernel-v2-18459FHd0DLDUscPA.json > cwd: ~/Downloads/Conference Call 18:19:09.887 [info] Kernel process 20693. 18:19:10.008 [debug] ipykernel version & path 6.29.3, ~/miniconda3/envs/tmp/lib/python3.12/site-packages/ipykernel/__init__.py for ~/miniconda3/envs/tmp/bin/python 18:19:10.160 [warn] StdErr from Kernel Process 0.00s - Debugger warning: It seems that frozen modules are being used, which may 0.00s - make the debugger miss breakpoints. Please pass -Xfrozen_modules=off 0.00s - to python to disable frozen modules. 0.00s - Note: Debugging will proceed. Set PYDEVD_DISABLE_FILE_VALIDATION=1 to disable this validation. 18:19:10.160 [debug] KernelProcess error: 0.00s - Debugger warning: It seems that frozen modules are being used, which may 0.00s - make the debugger miss breakpoints. Please pass -Xfrozen_modules=off 0.00s - to python to disable frozen modules. 0.00s - Note: Debugging will proceed. Set PYDEVD_DISABLE_FILE_VALIDATION=1 to disable this validation. 18:19:10.208 [debug] Kernel output: NOTE: When using the `ipython kernel` entry point, Ctrl-C will not work. To exit, you will have to explicitly quit this process, by either sending "quit" from a client, or using Ctrl-\ in UNIX-like environments. To read more about this, see https://github.com/ipython/ipython/issues/2049 To connect another client to this kernel, use: --existing kernel-v2-18459FHd0DLDUscPA.json 18:19:10.301 [debug] Waiting for Raw Session to be ready in postStartRawSession 18:19:10.301 [debug] Waiting for Raw session to be ready, status: connected 18:19:10.301 [debug] Raw session connected 18:19:10.301 [debug] Waiting for Raw session to be ready 18:19:10.301 [debug] Waited for Raw session to be ready & got status: connected 18:19:10.301 [debug] Successfully waited for Raw Session to be ready in postStartRawSession 18:19:10.301 [debug] Kernel status is 'unknown' before requesting kernel info and after ready 18:19:10.301 [debug] Sending request for kernelInfo 18:19:10.305 [debug] Got response for requestKernelInfo 18:19:10.305 [debug] Successfully completed postStartRawSession after 1 attempt(s) in 4ms 18:19:10.306 [debug] Executing silently Code (busy) = import sys as _VSCODE_sys\nprint(_VSCODE_sys.executable); del _VSCODE_sys 18:19:10.310 [debug] Executing silently Code (completed) = import sys as _VSCODE_sys\nprint(_VSCODE_sys.executable); del _VSCODE_sys with 1 output(s) 18:19:10.310 [debug] End sendTelemetryForPythonKernelExecutable after 4ms 18:19:10.311 [debug] Started running kernel initialization for ~/Downloads/Conference Call/Conference_Calls_Student_Template_E4.ipynb 18:19:10.311 [debug] Executing silently Code (idle) = try:\nimport ipywidgets as _VSCODE_ipywidgets\nprint("e976ee50-99ed-4aba-9b6b-9dcd5634d07d:IPy 18:19:10.319 [debug] Executing silently Code (completed) = try:\nimport ipywidgets as _VSCODE_ipywidgets\nprint("e976ee50-99ed-4aba-9b6b-9dcd5634d07d:IPy with 0 output(s) 18:19:10.319 [debug] Determined IPyWidgets Version as undefined 18:19:10.320 [debug] Executing silently Code (idle) = def __VSCODE_inject_module():\ndef __VSCODE_call_function(function, callback, data=None): 18:19:10.334 [debug] Executing silently Code (completed) = def __VSCODE_inject_module():\ndef __VSCODE_call_function(function, callback, data=None): with 1 output(s) 18:19:10.334 [debug] Requesting Kernel info 18:19:10.334 [debug] Got Kernel info 18:19:10.334 [debug] End running kernel initialization, now waiting for idle 18:19:10.334 [debug] Waiting for idle on (kernel): 0f4df5f8-0edd-4a1b-b6de-4e7a2ff4862c -> idle 18:19:10.334 [debug] Finished waiting for idle on (kernel): 0f4df5f8-0edd-4a1b-b6de-4e7a2ff4862c -> idle 18:19:10.335 [debug] End running kernel initialization, session is idle 18:19:10.335 [info] Registering Kernel Completion Provider from kernel tmp (Python 3.12.2) for language python 18:19:10.336 [debug] IPyWidgetScriptSource.initialize 18:19:10.336 [debug] IPyWidgetMessageDispatcher.initialize 18:19:10.337 [debug] getDataDirsImpl, Class name = Fr (started execution), Arg 1: "~/Downloads/Conference Call/Conference_Calls_Student_Template_E4.ipynb", Arg 2: "~/miniconda3/envs/tmp/bin/python" 18:19:10.337 [debug] Get Custom Env Variables, Class name = Rm (started execution), Arg 1: undefined, Arg 2: "RunPythonCode" 18:19:10.337 [debug] Get Custom Env Variables, Class name = Rm, completed in 0ms, has a truthy return value, Arg 1: undefined, Arg 2: "RunPythonCode" 18:19:10.337 [debug] Jupyter Paths : 18:19:10.338 [info] Process Execution: ~/miniconda3/envs/tmp/bin/python ~/.vscode/extensions/ms-toolsai.jupyter-2024.2.0-darwin-arm64/pythonFiles/printJupyterDataDir.py 18:19:10.349 [warn] Got a non-existent Jupyter Data Dir file://~/.local/share/jupyter 18:19:10.350 [debug] getDataDirsImpl, Class name = Fr, completed in 13ms, has a truthy return value, Arg 1: "~/Downloads/Conference Call/Conference_Calls_Student_Template_E4.ipynb", Arg 2: "~/miniconda3/envs/tmp/bin/python", Return Value: , , , 18:19:10.756 [warn] Kernel Spec for 'Base' (~/Library/Jupyter/kernels/base/kernel.json) hidden, as we cannot find a matching interpreter argv = '~/anaconda3/bin/python'. To resolve this, please change '~/anaconda3/bin/python' to point to the fully qualified Python executable. 18:19:10.756 [info] End refreshing Kernel Picker (1709943548457) 18:19:15.950 [info] Handle Execution of Cells 3,4,6,7,10,15,17,21,25,29,33,36,38,40,42,44,46,50,52,54,56,58,60,62,63,67,70,71,73,74,79,81,82,85,86,89,90,93,94,98,100,102,103,105,106,110,113,114,116,117,120,122,124,126,130,132,133,135,136,138,143,145,146,148,149,151,152,154,157,159,161,163,165,167,169,171,174,176,178,180,182,184,186,188,190,192,194,196,198,200,202,204,205,208,209,211,212,214,215,217,221,223 for ~/Downloads/Conference Call/Conference_Calls_Student_Template_E4.ipynb 18:19:15.982 [debug] Cell Index:3 sent to kernel 18:19:16.008 [debug] Start cell 3 execution @ 1709943556008 (clear output) 18:19:16.009 [info] Kernel acknowledged execution of cell 3 @ 1709943556008 18:19:16.191 [info] End cell 3 execution after 0.183s, completed @ 1709943556191, started @ 1709943556008 18:19:16.191 [debug] Cell 3 executed successfully 18:19:16.192 [debug] Cell Index:4 sent to kernel 18:19:16.197 [debug] Start cell 4 execution @ 1709943556197 (clear output) 18:19:16.197 [info] Kernel acknowledged execution of cell 4 @ 1709943556197 18:19:16.206 [info] End cell 4 execution after 0.009s, completed @ 1709943556206, started @ 1709943556197 18:19:16.206 [debug] Cell 4 executed successfully 18:19:16.207 [debug] Cell Index:6 sent to kernel 18:19:16.213 [debug] Start cell 6 execution @ 1709943556212 (clear output) 18:19:16.213 [info] Kernel acknowledged execution of cell 6 @ 1709943556212 18:19:16.221 [info] End cell 6 execution after 0.009s, completed @ 1709943556221, started @ 1709943556212 18:19:16.221 [debug] Cell 6 executed successfully 18:19:16.221 [debug] Cell Index:7 sent to kernel 18:19:16.230 [debug] Start cell 7 execution @ 1709943556229 (clear output) 18:19:16.230 [info] Kernel acknowledged execution of cell 7 @ 1709943556229 18:19:31.401 [info] End cell 7 execution after 15.172s, completed @ 1709943571401, started @ 1709943556229 18:19:31.403 [debug] Cell 7 executed successfully 18:19:31.407 [debug] Cell Index:10 sent to kernel 18:19:31.417 [debug] Start cell 10 execution @ 1709943571417 (clear output) 18:19:31.417 [info] Kernel acknowledged execution of cell 10 @ 1709943571417 18:19:31.420 [info] End cell 10 execution after 0.003s, completed @ 1709943571420, started @ 1709943571417 18:19:31.420 [debug] Cell 10 executed successfully 18:19:31.421 [debug] Cell Index:15 sent to kernel 18:19:31.425 [debug] Start cell 15 execution @ 1709943571425 (clear output) 18:19:31.425 [info] Kernel acknowledged execution of cell 15 @ 1709943571425 18:19:31.428 [info] End cell 15 execution after 0.003s, completed @ 1709943571428, started @ 1709943571425 18:19:31.428 [debug] Cell 15 executed successfully 18:19:31.429 [debug] Cell Index:17 sent to kernel 18:19:31.431 [debug] Start cell 17 execution @ 1709943571431 (clear output) 18:19:31.431 [info] Kernel acknowledged execution of cell 17 @ 1709943571431 18:19:31.435 [info] End cell 17 execution after 0.004s, completed @ 1709943571435, started @ 1709943571431 18:19:31.435 [debug] Cell 17 executed successfully 18:19:31.436 [debug] Cell Index:21 sent to kernel 18:19:31.438 [debug] Start cell 21 execution @ 1709943571438 (clear output) 18:19:31.438 [info] Kernel acknowledged execution of cell 21 @ 1709943571438 18:19:31.440 [info] End cell 21 execution after 0.002s, completed @ 1709943571440, started @ 1709943571438 18:19:31.440 [debug] Cell 21 executed successfully 18:19:31.440 [debug] Cell Index:25 sent to kernel 18:19:31.443 [debug] Start cell 25 execution @ 1709943571443 (clear output) 18:19:31.443 [info] Kernel acknowledged execution of cell 25 @ 1709943571443 18:19:31.444 [info] End cell 25 execution after 0.001s, completed @ 1709943571444, started @ 1709943571443 18:19:31.444 [debug] Cell 25 executed successfully 18:19:31.445 [debug] Cell Index:29 sent to kernel 18:19:31.448 [debug] Start cell 29 execution @ 1709943571448 (clear output) 18:19:31.448 [info] Kernel acknowledged execution of cell 29 @ 1709943571448 18:19:31.449 [info] End cell 29 execution after 0.001s, completed @ 1709943571449, started @ 1709943571448 18:19:31.449 [debug] Cell 29 executed successfully 18:19:31.450 [debug] Cell Index:33 sent to kernel 18:19:31.452 [debug] Start cell 33 execution @ 1709943571452 (clear output) 18:19:31.452 [info] Kernel acknowledged execution of cell 33 @ 1709943571452 18:19:31.453 [info] End cell 33 execution after 0.001s, completed @ 1709943571453, started @ 1709943571452 18:19:31.453 [debug] Cell 33 executed successfully 18:19:31.453 [debug] Cell Index:36 sent to kernel 18:19:31.456 [debug] Start cell 36 execution @ 1709943571456 (clear output) 18:19:31.456 [info] Kernel acknowledged execution of cell 36 @ 1709943571456 18:19:31.457 [info] End cell 36 execution after 0.001s, completed @ 1709943571457, started @ 1709943571456 18:19:31.457 [debug] Cell 36 executed successfully 18:19:31.457 [debug] Cell Index:38 sent to kernel 18:19:31.460 [debug] Start cell 38 execution @ 1709943571460 (clear output) 18:19:31.460 [info] Kernel acknowledged execution of cell 38 @ 1709943571460 18:19:31.461 [info] End cell 38 execution after 0.001s, completed @ 1709943571461, started @ 1709943571460 18:19:31.461 [debug] Cell 38 executed successfully 18:19:31.462 [debug] Cell Index:40 sent to kernel 18:19:31.463 [debug] Start cell 40 execution @ 1709943571463 (clear output) 18:19:31.463 [info] Kernel acknowledged execution of cell 40 @ 1709943571463 18:19:31.466 [info] End cell 40 execution after 0.002s, completed @ 1709943571465, started @ 1709943571463 18:19:31.466 [debug] Cell 40 executed successfully 18:19:31.466 [debug] Cell Index:42 sent to kernel 18:19:31.468 [debug] Start cell 42 execution @ 1709943571468 (clear output) 18:19:31.468 [info] Kernel acknowledged execution of cell 42 @ 1709943571468 18:19:31.469 [info] End cell 42 execution after 0.001s, completed @ 1709943571469, started @ 1709943571468 18:19:31.469 [debug] Cell 42 executed successfully 18:19:31.470 [debug] Cell Index:44 sent to kernel 18:19:31.471 [debug] Start cell 44 execution @ 1709943571471 (clear output) 18:19:31.471 [info] Kernel acknowledged execution of cell 44 @ 1709943571471 18:19:31.473 [info] End cell 44 execution after 0.002s, completed @ 1709943571473, started @ 1709943571471 18:19:31.473 [debug] Cell 44 executed successfully 18:19:31.473 [debug] Cell Index:46 sent to kernel 18:19:31.475 [debug] Start cell 46 execution @ 1709943571475 (clear output) 18:19:31.475 [info] Kernel acknowledged execution of cell 46 @ 1709943571475 18:19:31.476 [info] End cell 46 execution after 0.001s, completed @ 1709943571476, started @ 1709943571475 18:19:31.477 [debug] Cell 46 executed successfully 18:19:31.477 [debug] Cell Index:50 sent to kernel 18:19:31.479 [debug] Start cell 50 execution @ 1709943571478 (clear output) 18:19:31.479 [info] Kernel acknowledged execution of cell 50 @ 1709943571478 18:19:31.540 [info] End cell 50 execution after 0.062s, completed @ 1709943571540, started @ 1709943571478 18:19:31.540 [debug] Cell 50 executed successfully 18:19:31.540 [debug] Cell Index:52 sent to kernel 18:19:31.541 [debug] Start cell 52 execution @ 1709943571541 (clear output) 18:19:31.541 [info] Kernel acknowledged execution of cell 52 @ 1709943571541 18:19:31.601 [info] End cell 52 execution after 0.06s, completed @ 1709943571601, started @ 1709943571541 18:19:31.601 [debug] Cell 52 executed successfully 18:19:31.601 [debug] Cell Index:54 sent to kernel 18:19:31.603 [debug] Start cell 54 execution @ 1709943571603 (clear output) 18:19:31.603 [info] Kernel acknowledged execution of cell 54 @ 1709943571603 18:19:31.604 [info] End cell 54 execution after 0.001s, completed @ 1709943571604, started @ 1709943571603 18:19:31.604 [debug] Cell 54 executed successfully 18:19:31.604 [debug] Cell Index:56 sent to kernel 18:19:31.606 [debug] Start cell 56 execution @ 1709943571606 (clear output) 18:19:31.606 [info] Kernel acknowledged execution of cell 56 @ 1709943571606 18:19:31.607 [info] End cell 56 execution after 0.001s, completed @ 1709943571607, started @ 1709943571606 18:19:31.607 [debug] Cell 56 executed successfully 18:19:31.607 [debug] Cell Index:58 sent to kernel 18:19:31.609 [debug] Start cell 58 execution @ 1709943571609 (clear output) 18:19:31.609 [info] Kernel acknowledged execution of cell 58 @ 1709943571609 18:19:31.610 [info] End cell 58 execution after 0.001s, completed @ 1709943571610, started @ 1709943571609 18:19:31.610 [debug] Cell 58 executed successfully 18:19:31.611 [debug] Cell Index:60 sent to kernel 18:19:31.612 [debug] Start cell 60 execution @ 1709943571612 (clear output) 18:19:31.612 [info] Kernel acknowledged execution of cell 60 @ 1709943571612 18:19:31.614 [info] End cell 60 execution after 0.002s, completed @ 1709943571614, started @ 1709943571612 18:19:31.614 [debug] Cell 60 executed successfully 18:19:31.614 [debug] Cell Index:62 sent to kernel 18:19:31.616 [debug] Start cell 62 execution @ 1709943571616 (clear output) 18:19:31.616 [info] Kernel acknowledged execution of cell 62 @ 1709943571616 18:19:31.617 [info] End cell 62 execution after 0.001s, completed @ 1709943571617, started @ 1709943571616 18:19:31.617 [debug] Cell 62 executed successfully 18:19:31.617 [debug] Cell Index:63 sent to kernel 18:19:31.619 [debug] Start cell 63 execution @ 1709943571619 (clear output) 18:19:31.619 [info] Kernel acknowledged execution of cell 63 @ 1709943571619 18:19:31.620 [info] End cell 63 execution after 0.001s, completed @ 1709943571620, started @ 1709943571619 18:19:31.620 [debug] Cell 63 executed successfully 18:19:31.620 [debug] Cell Index:67 sent to kernel 18:19:31.622 [debug] Start cell 67 execution @ 1709943571622 (clear output) 18:19:31.622 [info] Kernel acknowledged execution of cell 67 @ 1709943571622 18:19:31.623 [info] End cell 67 execution after 0.001s, completed @ 1709943571623, started @ 1709943571622 18:19:31.623 [debug] Cell 67 executed successfully 18:19:31.623 [debug] Cell Index:70 sent to kernel 18:19:31.627 [debug] Start cell 70 execution @ 1709943571627 (clear output) 18:19:31.627 [info] Kernel acknowledged execution of cell 70 @ 1709943571627 18:19:31.628 [info] End cell 70 execution after 0.001s, completed @ 1709943571628, started @ 1709943571627 18:19:31.628 [debug] Cell 70 executed successfully 18:19:31.629 [debug] Cell Index:71 sent to kernel 18:19:31.631 [debug] Start cell 71 execution @ 1709943571631 (clear output) 18:19:31.631 [info] Kernel acknowledged execution of cell 71 @ 1709943571631 18:19:31.632 [info] End cell 71 execution after 0.001s, completed @ 1709943571632, started @ 1709943571631 18:19:31.632 [debug] Cell 71 executed successfully 18:19:31.632 [debug] Cell Index:73 sent to kernel 18:19:31.635 [debug] Start cell 73 execution @ 1709943571634 (clear output) 18:19:31.635 [info] Kernel acknowledged execution of cell 73 @ 1709943571634 18:19:31.636 [info] End cell 73 execution after 0.002s, completed @ 1709943571636, started @ 1709943571634 18:19:31.636 [debug] Cell 73 executed successfully 18:19:31.636 [debug] Cell Index:74 sent to kernel 18:19:31.638 [debug] Start cell 74 execution @ 1709943571638 (clear output) 18:19:31.638 [info] Kernel acknowledged execution of cell 74 @ 1709943571638 18:19:31.640 [info] End cell 74 execution after 0.002s, completed @ 1709943571640, started @ 1709943571638 18:19:31.640 [debug] Cell 74 executed successfully 18:19:31.640 [debug] Cell Index:79 sent to kernel 18:19:31.642 [debug] Start cell 79 execution @ 1709943571641 (clear output) 18:19:31.642 [info] Kernel acknowledged execution of cell 79 @ 1709943571641 18:19:31.643 [info] End cell 79 execution after 0.002s, completed @ 1709943571643, started @ 1709943571641 18:19:31.643 [debug] Cell 79 executed successfully 18:19:31.643 [debug] Cell Index:81 sent to kernel 18:19:31.644 [debug] Start cell 81 execution @ 1709943571644 (clear output) 18:19:31.645 [info] Kernel acknowledged execution of cell 81 @ 1709943571644 18:19:31.646 [info] End cell 81 execution after 0.002s, completed @ 1709943571646, started @ 1709943571644 18:19:31.646 [debug] Cell 81 executed successfully 18:19:31.646 [debug] Cell Index:82 sent to kernel 18:19:31.648 [debug] Start cell 82 execution @ 1709943571648 (clear output) 18:19:31.648 [info] Kernel acknowledged execution of cell 82 @ 1709943571648 18:19:31.649 [info] End cell 82 execution after 0.001s, completed @ 1709943571649, started @ 1709943571648 18:19:31.649 [debug] Cell 82 executed successfully 18:19:31.650 [debug] Cell Index:85 sent to kernel 18:19:31.661 [debug] Start cell 85 execution @ 1709943571661 (clear output) 18:19:31.661 [info] Kernel acknowledged execution of cell 85 @ 1709943571661 18:19:31.662 [info] End cell 85 execution after 0.001s, completed @ 1709943571662, started @ 1709943571661 18:19:31.662 [debug] Cell 85 executed successfully 18:19:31.663 [debug] Cell Index:86 sent to kernel 18:19:31.665 [debug] Start cell 86 execution @ 1709943571665 (clear output) 18:19:31.665 [info] Kernel acknowledged execution of cell 86 @ 1709943571665 18:19:31.666 [info] End cell 86 execution after 0.001s, completed @ 1709943571666, started @ 1709943571665 18:19:31.666 [debug] Cell 86 executed successfully 18:19:31.666 [debug] Cell Index:89 sent to kernel 18:19:31.670 [debug] Start cell 89 execution @ 1709943571670 (clear output) 18:19:31.670 [info] Kernel acknowledged execution of cell 89 @ 1709943571670 18:19:31.671 [info] End cell 89 execution after 0.001s, completed @ 1709943571671, started @ 1709943571670 18:19:31.671 [debug] Cell 89 executed successfully 18:19:31.672 [debug] Cell Index:90 sent to kernel 18:19:31.674 [debug] Start cell 90 execution @ 1709943571673 (clear output) 18:19:31.674 [info] Kernel acknowledged execution of cell 90 @ 1709943571673 18:19:31.675 [info] End cell 90 execution after 0.002s, completed @ 1709943571675, started @ 1709943571673 18:19:31.675 [debug] Cell 90 executed successfully 18:19:31.675 [debug] Cell Index:93 sent to kernel 18:19:31.682 [debug] Start cell 93 execution @ 1709943571682 (clear output) 18:19:31.682 [info] Kernel acknowledged execution of cell 93 @ 1709943571682 18:19:32.048 [info] End cell 93 execution after 0.366s, completed @ 1709943572048, started @ 1709943571682 18:19:32.048 [debug] Cell 93 executed successfully 18:19:32.048 [debug] Cell Index:94 sent to kernel 18:19:32.051 [debug] Start cell 94 execution @ 1709943572051 (clear output) 18:19:32.051 [info] Kernel acknowledged execution of cell 94 @ 1709943572051 18:19:32.052 [info] End cell 94 execution after 0.001s, completed @ 1709943572052, started @ 1709943572051 18:19:32.052 [debug] Cell 94 executed successfully 18:19:32.052 [debug] Cell Index:98 sent to kernel 18:19:32.054 [debug] Start cell 98 execution @ 1709943572054 (clear output) 18:19:32.054 [info] Kernel acknowledged execution of cell 98 @ 1709943572054 18:19:32.055 [info] End cell 98 execution after 0.001s, completed @ 1709943572055, started @ 1709943572054 18:19:32.055 [debug] Cell 98 executed successfully 18:19:32.055 [debug] Cell Index:100 sent to kernel 18:19:32.057 [debug] Start cell 100 execution @ 1709943572057 (clear output) 18:19:32.057 [info] Kernel acknowledged execution of cell 100 @ 1709943572057 18:19:32.061 [info] End cell 100 execution after 0.004s, completed @ 1709943572061, started @ 1709943572057 18:19:32.061 [debug] Cell 100 executed successfully 18:19:32.061 [debug] Cell Index:102 sent to kernel 18:19:32.062 [debug] Start cell 102 execution @ 1709943572062 (clear output) 18:19:32.062 [info] Kernel acknowledged execution of cell 102 @ 1709943572062 18:19:32.165 [info] End cell 102 execution after 0.103s, completed @ 1709943572165, started @ 1709943572062 18:19:32.166 [debug] Cell 102 executed successfully 18:19:32.166 [debug] Cell Index:103 sent to kernel 18:19:32.168 [debug] Start cell 103 execution @ 1709943572168 (clear output) 18:19:32.168 [info] Kernel acknowledged execution of cell 103 @ 1709943572168 18:19:32.170 [info] End cell 103 execution after 0.001s, completed @ 1709943572169, started @ 1709943572168 18:19:32.170 [debug] Cell 103 executed successfully 18:19:32.170 [debug] Cell Index:105 sent to kernel 18:19:32.186 [debug] Start cell 105 execution @ 1709943572186 (clear output) 18:19:32.186 [info] Kernel acknowledged execution of cell 105 @ 1709943572186 18:19:32.235 [info] End cell 105 execution after 0.049s, completed @ 1709943572235, started @ 1709943572186 18:19:32.235 [debug] Cell 105 executed successfully 18:19:32.235 [debug] Cell Index:106 sent to kernel 18:19:32.237 [debug] Start cell 106 execution @ 1709943572237 (clear output) 18:19:32.238 [info] Kernel acknowledged execution of cell 106 @ 1709943572237 18:19:32.239 [info] End cell 106 execution after 0.002s, completed @ 1709943572239, started @ 1709943572237 18:19:32.239 [debug] Cell 106 executed successfully 18:19:32.239 [debug] Cell Index:110 sent to kernel 18:19:32.241 [debug] Start cell 110 execution @ 1709943572241 (clear output) 18:19:32.241 [info] Kernel acknowledged execution of cell 110 @ 1709943572241 18:19:32.242 [info] End cell 110 execution after 0.001s, completed @ 1709943572242, started @ 1709943572241 18:19:32.242 [debug] Cell 110 executed successfully 18:19:32.242 [debug] Cell Index:113 sent to kernel 18:19:32.244 [debug] Start cell 113 execution @ 1709943572244 (clear output) 18:19:32.244 [info] Kernel acknowledged execution of cell 113 @ 1709943572244 18:19:32.246 [info] End cell 113 execution after 0.002s, completed @ 1709943572246, started @ 1709943572244 18:19:32.246 [debug] Cell 113 executed successfully 18:19:32.246 [debug] Cell Index:114 sent to kernel 18:19:32.248 [debug] Start cell 114 execution @ 1709943572248 (clear output) 18:19:32.248 [info] Kernel acknowledged execution of cell 114 @ 1709943572248 18:19:32.249 [info] End cell 114 execution after 0.001s, completed @ 1709943572249, started @ 1709943572248 18:19:32.249 [debug] Cell 114 executed successfully 18:19:32.249 [debug] Cell Index:116 sent to kernel 18:19:32.256 [debug] Start cell 116 execution @ 1709943572256 (clear output) 18:19:32.256 [info] Kernel acknowledged execution of cell 116 @ 1709943572256 18:19:32.315 [info] End cell 116 execution after 0.059s, completed @ 1709943572315, started @ 1709943572256 18:19:32.316 [debug] Cell 116 executed successfully 18:19:32.316 [debug] Cell Index:117 sent to kernel 18:19:32.318 [debug] Start cell 117 execution @ 1709943572318 (clear output) 18:19:32.318 [info] Kernel acknowledged execution of cell 117 @ 1709943572318 18:19:32.319 [info] End cell 117 execution after 0.001s, completed @ 1709943572319, started @ 1709943572318 18:19:32.320 [debug] Cell 117 executed successfully 18:19:32.320 [debug] Cell Index:120 sent to kernel 18:19:32.322 [debug] Start cell 120 execution @ 1709943572322 (clear output) 18:19:32.322 [info] Kernel acknowledged execution of cell 120 @ 1709943572322 18:19:32.323 [info] End cell 120 execution after 0.001s, completed @ 1709943572323, started @ 1709943572322 18:19:32.323 [debug] Cell 120 executed successfully 18:19:32.324 [debug] Cell Index:122 sent to kernel 18:19:32.326 [debug] Start cell 122 execution @ 1709943572326 (clear output) 18:19:32.326 [info] Kernel acknowledged execution of cell 122 @ 1709943572326 18:19:32.328 [info] End cell 122 execution after 0.002s, completed @ 1709943572328, started @ 1709943572326 18:19:32.328 [debug] Cell 122 executed successfully 18:19:32.328 [debug] Cell Index:124 sent to kernel 18:19:32.330 [debug] Start cell 124 execution @ 1709943572330 (clear output) 18:19:32.330 [info] Kernel acknowledged execution of cell 124 @ 1709943572330 18:19:32.793 [info] End cell 124 execution after 0.463s, completed @ 1709943572793, started @ 1709943572330 18:19:32.794 [debug] Cell 124 executed successfully 18:19:32.794 [debug] Cell Index:126 sent to kernel 18:19:32.796 [debug] Start cell 126 execution @ 1709943572796 (clear output) 18:19:32.796 [info] Kernel acknowledged execution of cell 126 @ 1709943572796 18:19:32.798 [info] End cell 126 execution after 0.002s, completed @ 1709943572798, started @ 1709943572796 18:19:32.798 [debug] Cell 126 executed successfully 18:19:32.798 [debug] Cell Index:130 sent to kernel 18:19:32.800 [debug] Start cell 130 execution @ 1709943572800 (clear output) 18:19:32.800 [info] Kernel acknowledged execution of cell 130 @ 1709943572800 18:19:32.801 [info] End cell 130 execution after 0.001s, completed @ 1709943572801, started @ 1709943572800 18:19:32.801 [debug] Cell 130 executed successfully 18:19:32.801 [debug] Cell Index:132 sent to kernel 18:19:32.815 [debug] Start cell 132 execution @ 1709943572815 (clear output) 18:19:32.815 [info] Kernel acknowledged execution of cell 132 @ 1709943572815 18:19:32.816 [info] End cell 132 execution after 0.001s, completed @ 1709943572816, started @ 1709943572815 18:19:32.816 [debug] Cell 132 executed successfully 18:19:32.817 [debug] Cell Index:133 sent to kernel 18:19:32.818 [debug] Start cell 133 execution @ 1709943572818 (clear output) 18:19:32.818 [info] Kernel acknowledged execution of cell 133 @ 1709943572818 18:19:32.820 [info] End cell 133 execution after 0.002s, completed @ 1709943572820, started @ 1709943572818 18:19:32.820 [debug] Cell 133 executed successfully 18:19:32.820 [debug] Cell Index:135 sent to kernel 18:19:32.836 [debug] Start cell 135 execution @ 1709943572836 (clear output) 18:19:32.836 [info] Kernel acknowledged execution of cell 135 @ 1709943572836 18:19:32.885 [info] End cell 135 execution after 0.049s, completed @ 1709943572885, started @ 1709943572836 18:19:32.885 [debug] Cell 135 executed successfully 18:19:32.886 [debug] Cell Index:136 sent to kernel 18:19:32.889 [debug] Start cell 136 execution @ 1709943572889 (clear output) 18:19:32.889 [info] Kernel acknowledged execution of cell 136 @ 1709943572889 18:19:32.890 [info] End cell 136 execution after 0.001s, completed @ 1709943572890, started @ 1709943572889 18:19:32.890 [debug] Cell 136 executed successfully 18:19:32.890 [debug] Cell Index:138 sent to kernel 18:19:32.892 [debug] Start cell 138 execution @ 1709943572892 (clear output) 18:19:32.892 [info] Kernel acknowledged execution of cell 138 @ 1709943572892 18:19:35.325 [info] End cell 138 execution after 2.433s, completed @ 1709943575325, started @ 1709943572892 18:19:35.325 [debug] Cell 138 executed successfully 18:19:35.326 [debug] Cell Index:143 sent to kernel 18:19:35.328 [debug] Start cell 143 execution @ 1709943575328 (clear output) 18:19:35.328 [info] Kernel acknowledged execution of cell 143 @ 1709943575328 18:19:35.329 [info] End cell 143 execution after 0.001s, completed @ 1709943575329, started @ 1709943575328 18:19:35.329 [debug] Cell 143 executed successfully 18:19:35.329 [debug] Cell Index:145 sent to kernel 18:19:35.330 [debug] Start cell 145 execution @ 1709943575330 (clear output) 18:19:35.330 [info] Kernel acknowledged execution of cell 145 @ 1709943575330 18:19:35.335 [info] End cell 145 execution after 0.005s, completed @ 1709943575335, started @ 1709943575330 18:19:35.335 [debug] Cell 145 executed successfully 18:19:35.335 [debug] Cell Index:146 sent to kernel 18:19:35.338 [debug] Start cell 146 execution @ 1709943575338 (clear output) 18:19:35.338 [info] Kernel acknowledged execution of cell 146 @ 1709943575338 18:19:35.339 [info] End cell 146 execution after 0.001s, completed @ 1709943575339, started @ 1709943575338 18:19:35.339 [debug] Cell 146 executed successfully 18:19:35.339 [debug] Cell Index:148 sent to kernel 18:19:35.343 [debug] Start cell 148 execution @ 1709943575343 (clear output) 18:19:35.343 [info] Kernel acknowledged execution of cell 148 @ 1709943575343 18:19:35.355 [info] End cell 148 execution after 0.012s, completed @ 1709943575355, started @ 1709943575343 18:19:35.355 [debug] Cell 148 executed successfully 18:19:35.356 [debug] Cell Index:149 sent to kernel 18:19:35.358 [debug] Start cell 149 execution @ 1709943575358 (clear output) 18:19:35.358 [info] Kernel acknowledged execution of cell 149 @ 1709943575358 18:19:35.359 [info] End cell 149 execution after 0.001s, completed @ 1709943575359, started @ 1709943575358 18:19:35.360 [debug] Cell 149 executed successfully 18:19:35.360 [debug] Cell Index:151 sent to kernel 18:19:35.363 [debug] Start cell 151 execution @ 1709943575363 (clear output) 18:19:35.363 [info] Kernel acknowledged execution of cell 151 @ 1709943575363 18:19:35.375 [info] End cell 151 execution after 0.012s, completed @ 1709943575375, started @ 1709943575363 18:19:35.375 [debug] Cell 151 executed successfully 18:19:35.375 [debug] Cell Index:152 sent to kernel 18:19:35.377 [debug] Start cell 152 execution @ 1709943575377 (clear output) 18:19:35.377 [info] Kernel acknowledged execution of cell 152 @ 1709943575377 18:19:35.379 [info] End cell 152 execution after 0.001s, completed @ 1709943575378, started @ 1709943575377 18:19:35.379 [debug] Cell 152 executed successfully 18:19:35.379 [debug] Cell Index:154 sent to kernel 18:19:35.380 [debug] Start cell 154 execution @ 1709943575380 (clear output) 18:19:35.381 [info] Kernel acknowledged execution of cell 154 @ 1709943575380 18:19:35.382 [info] End cell 154 execution after 0.002s, completed @ 1709943575382, started @ 1709943575380 18:19:35.382 [debug] Cell 154 executed successfully 18:19:35.382 [debug] Cell Index:157 sent to kernel 18:19:35.384 [debug] Start cell 157 execution @ 1709943575384 (clear output) 18:19:35.384 [info] Kernel acknowledged execution of cell 157 @ 1709943575384 18:19:35.389 [info] End cell 157 execution after 0.005s, completed @ 1709943575389, started @ 1709943575384 18:19:35.389 [debug] Cell 157 executed successfully 18:19:35.389 [debug] Cell Index:159 sent to kernel 18:19:35.392 [debug] Start cell 159 execution @ 1709943575392 (clear output) 18:19:35.392 [info] Kernel acknowledged execution of cell 159 @ 1709943575392 18:19:42.174 [info] End cell 159 execution after 6.782s, completed @ 1709943582174, started @ 1709943575392 18:19:42.174 [debug] Cell 159 executed successfully 18:19:42.174 [debug] Cell Index:161 sent to kernel 18:19:42.177 [debug] Start cell 161 execution @ 1709943582177 (clear output) 18:19:42.177 [info] Kernel acknowledged execution of cell 161 @ 1709943582177 18:19:42.178 [info] End cell 161 execution after 0.001s, completed @ 1709943582178, started @ 1709943582177 18:19:42.178 [debug] Cell 161 executed successfully 18:19:42.178 [debug] Cell Index:163 sent to kernel 18:19:42.181 [debug] Start cell 163 execution @ 1709943582180 (clear output) 18:19:42.181 [info] Kernel acknowledged execution of cell 163 @ 1709943582180 18:19:42.182 [info] End cell 163 execution after 0.002s, completed @ 1709943582182, started @ 1709943582180 18:19:42.182 [debug] Cell 163 executed successfully 18:19:42.182 [debug] Cell Index:165 sent to kernel 18:19:42.186 [debug] Start cell 165 execution @ 1709943582186 (clear output) 18:19:42.186 [info] Kernel acknowledged execution of cell 165 @ 1709943582186 18:19:42.187 [info] End cell 165 execution after 0.001s, completed @ 1709943582187, started @ 1709943582186 18:19:42.187 [debug] Cell 165 executed successfully 18:19:42.188 [debug] Cell Index:167 sent to kernel 18:19:42.191 [debug] Start cell 167 execution @ 1709943582191 (clear output) 18:19:42.191 [info] Kernel acknowledged execution of cell 167 @ 1709943582191 18:19:42.192 [info] End cell 167 execution after 0.001s, completed @ 1709943582192, started @ 1709943582191 18:19:42.192 [debug] Cell 167 executed successfully 18:19:42.192 [debug] Cell Index:169 sent to kernel 18:19:42.211 [debug] Start cell 169 execution @ 1709943582211 (clear output) 18:19:42.211 [info] Kernel acknowledged execution of cell 169 @ 1709943582211 18:19:42.213 [info] End cell 169 execution after 0.002s, completed @ 1709943582213, started @ 1709943582211 18:19:42.213 [debug] Cell 169 executed successfully 18:19:42.213 [debug] Cell Index:171 sent to kernel 18:19:42.218 [debug] Start cell 171 execution @ 1709943582218 (clear output) 18:19:42.218 [info] Kernel acknowledged execution of cell 171 @ 1709943582218 18:19:42.221 [info] End cell 171 execution after 0.003s, completed @ 1709943582221, started @ 1709943582218 18:19:42.221 [debug] Cell 171 executed successfully 18:19:42.221 [debug] Cell Index:174 sent to kernel 18:19:42.224 [debug] Start cell 174 execution @ 1709943582224 (clear output) 18:19:42.224 [info] Kernel acknowledged execution of cell 174 @ 1709943582224 18:19:42.225 [info] End cell 174 execution after 0.001s, completed @ 1709943582225, started @ 1709943582224 18:19:42.226 [debug] Cell 174 executed successfully 18:19:42.226 [debug] Cell Index:176 sent to kernel 18:19:42.228 [debug] Start cell 176 execution @ 1709943582228 (clear output) 18:19:42.228 [info] Kernel acknowledged execution of cell 176 @ 1709943582228 18:19:42.230 [info] End cell 176 execution after 0.002s, completed @ 1709943582230, started @ 1709943582228 18:19:42.230 [debug] Cell 176 executed successfully 18:19:42.230 [debug] Cell Index:178 sent to kernel 18:19:42.234 [debug] Start cell 178 execution @ 1709943582234 (clear output) 18:19:42.234 [info] Kernel acknowledged execution of cell 178 @ 1709943582234 18:19:42.236 [info] End cell 178 execution after 0.001s, completed @ 1709943582235, started @ 1709943582234 18:19:42.236 [debug] Cell 178 executed successfully 18:19:42.236 [debug] Cell Index:180 sent to kernel 18:19:42.239 [debug] Start cell 180 execution @ 1709943582239 (clear output) 18:19:42.239 [info] Kernel acknowledged execution of cell 180 @ 1709943582239 18:19:42.241 [info] End cell 180 execution after 0.002s, completed @ 1709943582241, started @ 1709943582239 18:19:42.241 [debug] Cell 180 executed successfully 18:19:42.241 [debug] Cell Index:182 sent to kernel 18:19:42.244 [debug] Start cell 182 execution @ 1709943582244 (clear output) 18:19:42.244 [info] Kernel acknowledged execution of cell 182 @ 1709943582244 18:19:42.246 [info] End cell 182 execution after 0.001s, completed @ 1709943582245, started @ 1709943582244 18:19:42.246 [debug] Cell 182 executed successfully 18:19:42.246 [debug] Cell Index:184 sent to kernel 18:19:42.250 [debug] Start cell 184 execution @ 1709943582250 (clear output) 18:19:42.250 [info] Kernel acknowledged execution of cell 184 @ 1709943582250 18:19:42.252 [info] End cell 184 execution after 0.002s, completed @ 1709943582252, started @ 1709943582250 18:19:42.252 [debug] Cell 184 executed successfully 18:19:42.252 [debug] Cell Index:186 sent to kernel 18:19:42.255 [debug] Start cell 186 execution @ 1709943582255 (clear output) 18:19:42.255 [info] Kernel acknowledged execution of cell 186 @ 1709943582255 18:19:42.257 [info] End cell 186 execution after 0.002s, completed @ 1709943582257, started @ 1709943582255 18:19:42.257 [debug] Cell 186 executed successfully 18:19:42.257 [debug] Cell Index:188 sent to kernel 18:19:42.259 [debug] Start cell 188 execution @ 1709943582259 (clear output) 18:19:42.259 [info] Kernel acknowledged execution of cell 188 @ 1709943582259 18:19:42.261 [info] End cell 188 execution after 0.002s, completed @ 1709943582261, started @ 1709943582259 18:19:42.261 [debug] Cell 188 executed successfully 18:19:42.261 [debug] Cell Index:190 sent to kernel 18:19:42.263 [debug] Start cell 190 execution @ 1709943582263 (clear output) 18:19:42.263 [info] Kernel acknowledged execution of cell 190 @ 1709943582263 18:19:42.265 [info] End cell 190 execution after 0.002s, completed @ 1709943582265, started @ 1709943582263 18:19:42.265 [debug] Cell 190 executed successfully 18:19:42.265 [debug] Cell Index:192 sent to kernel 18:19:42.267 [debug] Start cell 192 execution @ 1709943582266 (clear output) 18:19:42.267 [info] Kernel acknowledged execution of cell 192 @ 1709943582266 18:19:42.268 [info] End cell 192 execution after 0.002s, completed @ 1709943582268, started @ 1709943582266 18:19:42.268 [debug] Cell 192 executed successfully 18:19:42.268 [debug] Cell Index:194 sent to kernel 18:19:42.270 [debug] Start cell 194 execution @ 1709943582270 (clear output) 18:19:42.270 [info] Kernel acknowledged execution of cell 194 @ 1709943582270 18:19:42.271 [info] End cell 194 execution after 0.001s, completed @ 1709943582271, started @ 1709943582270 18:19:42.271 [debug] Cell 194 executed successfully 18:19:42.272 [debug] Cell Index:196 sent to kernel 18:19:42.274 [debug] Start cell 196 execution @ 1709943582274 (clear output) 18:19:42.274 [info] Kernel acknowledged execution of cell 196 @ 1709943582274 18:20:18.469 [info] End cell 196 execution after 36.195s, completed @ 1709943618469, started @ 1709943582274 18:20:18.470 [debug] Cell 196 executed successfully 18:20:18.470 [debug] Cell Index:198 sent to kernel 18:20:18.474 [debug] Start cell 198 execution @ 1709943618474 (clear output) 18:20:18.474 [info] Kernel acknowledged execution of cell 198 @ 1709943618474 18:20:18.494 [info] End cell 198 execution after 0.02s, completed @ 1709943618494, started @ 1709943618474 18:20:18.494 [debug] Cell 198 executed successfully 18:20:18.495 [debug] Cell Index:200 sent to kernel 18:20:18.497 [debug] Start cell 200 execution @ 1709943618497 (clear output) 18:20:18.497 [info] Kernel acknowledged execution of cell 200 @ 1709943618497 18:20:18.503 [info] End cell 200 execution after 0.006s, completed @ 1709943618503, started @ 1709943618497 18:20:18.503 [debug] Cell 200 executed successfully 18:20:18.503 [debug] Cell Index:202 sent to kernel 18:20:18.510 [debug] Start cell 202 execution @ 1709943618510 (clear output) 18:20:18.511 [info] Kernel acknowledged execution of cell 202 @ 1709943618510 18:20:18.512 [info] End cell 202 execution after 0.002s, completed @ 1709943618512, started @ 1709943618510 18:20:18.512 [debug] Cell 202 executed successfully 18:20:18.512 [debug] Cell Index:204 sent to kernel 18:20:18.514 [debug] Start cell 204 execution @ 1709943618514 (clear output) 18:20:18.514 [info] Kernel acknowledged execution of cell 204 @ 1709943618514 18:20:18.517 [info] End cell 204 execution after 0.003s, completed @ 1709943618517, started @ 1709943618514 18:20:18.517 [debug] Cell 204 executed successfully 18:20:18.517 [debug] Cell Index:205 sent to kernel 18:20:18.520 [debug] Start cell 205 execution @ 1709943618519 (clear output) 18:20:18.520 [info] Kernel acknowledged execution of cell 205 @ 1709943618519 18:20:18.521 [info] End cell 205 execution after 0.002s, completed @ 1709943618521, started @ 1709943618519 18:20:18.521 [debug] Cell 205 executed successfully 18:20:18.521 [debug] Cell Index:208 sent to kernel 18:20:18.526 [debug] Start cell 208 execution @ 1709943618526 (clear output) 18:20:18.526 [info] Kernel acknowledged execution of cell 208 @ 1709943618526 18:20:18.532 [info] End cell 208 execution after 0.006s, completed @ 1709943618532, started @ 1709943618526 18:20:18.532 [debug] Cell 208 executed successfully 18:20:18.532 [debug] Cell Index:209 sent to kernel 18:20:18.534 [debug] Start cell 209 execution @ 1709943618534 (clear output) 18:20:18.534 [info] Kernel acknowledged execution of cell 209 @ 1709943618534 18:20:18.536 [info] End cell 209 execution after 0.002s, completed @ 1709943618536, started @ 1709943618534 18:20:18.536 [debug] Cell 209 executed successfully 18:20:18.536 [debug] Cell Index:211 sent to kernel 18:20:18.538 [debug] Start cell 211 execution @ 1709943618538 (clear output) 18:20:18.538 [info] Kernel acknowledged execution of cell 211 @ 1709943618538 18:20:18.539 [info] End cell 211 execution after 0.001s, completed @ 1709943618539, started @ 1709943618538 18:20:18.539 [debug] Cell 211 executed successfully 18:20:18.540 [debug] Cell Index:212 sent to kernel 18:20:18.542 [debug] Start cell 212 execution @ 1709943618542 (clear output) 18:20:18.542 [info] Kernel acknowledged execution of cell 212 @ 1709943618542 18:20:18.544 [info] End cell 212 execution after 0.001s, completed @ 1709943618543, started @ 1709943618542 18:20:18.544 [debug] Cell 212 executed successfully 18:20:18.544 [debug] Cell Index:214 sent to kernel 18:20:18.547 [debug] Start cell 214 execution @ 1709943618547 (clear output) 18:20:18.547 [info] Kernel acknowledged execution of cell 214 @ 1709943618547 18:20:18.553 [info] End cell 214 execution after 0.006s, completed @ 1709943618553, started @ 1709943618547 18:20:18.554 [debug] Cell 214 executed successfully 18:20:18.554 [debug] Cell Index:215 sent to kernel 18:20:18.556 [debug] Start cell 215 execution @ 1709943618556 (clear output) 18:20:18.556 [info] Kernel acknowledged execution of cell 215 @ 1709943618556 18:20:18.557 [info] End cell 215 execution after 0.001s, completed @ 1709943618557, started @ 1709943618556 18:20:18.557 [debug] Cell 215 executed successfully 18:20:18.558 [debug] Cell Index:217 sent to kernel 18:20:18.560 [debug] Start cell 217 execution @ 1709943618560 (clear output) 18:20:18.560 [info] Kernel acknowledged execution of cell 217 @ 1709943618560 18:20:18.561 [info] End cell 217 execution after 0.001s, completed @ 1709943618561, started @ 1709943618560 18:20:18.561 [debug] Cell 217 executed successfully 18:20:18.561 [debug] Cell Index:221 sent to kernel 18:20:18.563 [debug] Start cell 221 execution @ 1709943618563 (clear output) 18:20:18.563 [info] Kernel acknowledged execution of cell 221 @ 1709943618563 18:20:18.564 [info] End cell 221 execution after 0.001s, completed @ 1709943618564, started @ 1709943618563 18:20:18.564 [debug] Cell 221 executed successfully 18:20:18.565 [debug] Cell Index:223 sent to kernel 18:20:18.566 [debug] Start cell 223 execution @ 1709943618566 (clear output) 18:20:18.566 [info] Kernel acknowledged execution of cell 223 @ 1709943618566 18:20:18.567 [info] End cell 223 execution after 0.001s, completed @ 1709943618567, started @ 1709943618566 18:20:18.567 [debug] Cell 223 executed successfully 18:20:41.756 [debug] Jupyter completion time: 8 18:20:41.990 [debug] Jupyter completion time: 10 18:20:42.000 [debug] Inspecting code print('a'end= 18:20:42.021 [debug] Inspected code print('a'end= in 21ms 18:20:44.006 [info] Handle Execution of Cells 223 for ~/Downloads/Conference Call/Conference_Calls_Student_Template_E4.ipynb 18:20:44.007 [debug] Cell Index:223 sent to kernel 18:20:44.010 [debug] Start cell 223 execution @ 1709943644010 (clear output) 18:20:44.010 [info] Kernel acknowledged execution of cell 223 @ 1709943644010 18:20:44.011 [info] End cell 223 execution after 0.001s, completed @ 1709943644011, started @ 1709943644010 18:20:44.011 [debug] Cell 223 executed successfully 18:20:50.706 [debug] Jupyter completion time: 4 18:20:51.609 [debug] Jupyter completion time: 8 18:20:51.890 [debug] Jupyter completion time: 9 18:21:34.379 [info] Handle Execution of Cells 3,4,6,7,10,15,17,21,25,29,33,36,38,40,42,44,46,50,52,54,56,58,60,62,63,67,70,71,73,74,79,81,82,85,86,89,90,93,94,98,100,102,103,105,106,110,113,114,116,117,120,122,124,126,130,132,133,135,136,138,143,145,146,148,149,151,152,154,157,159,161,163,165,167,169,171,174,176,178,180,182,184,186,188,190,192,194,196,198,200,202,204,205,208,209,211,212,214,215,217,221,223 for ~/Downloads/Conference Call/Conference_Calls_Student_Template_E4.ipynb 18:21:34.408 [debug] Cell Index:3 sent to kernel 18:21:34.416 [debug] Start cell 3 execution @ 1709943694416 (clear output) 18:21:34.416 [info] Kernel acknowledged execution of cell 3 @ 1709943694416 18:21:34.416 [info] End cell 3 execution after 0s, completed @ 1709943694416, started @ 1709943694416 18:21:34.416 [debug] Cell 3 executed successfully 18:21:34.417 [debug] Cell Index:4 sent to kernel 18:21:34.419 [debug] Start cell 4 execution @ 1709943694419 (clear output) 18:21:34.419 [info] Kernel acknowledged execution of cell 4 @ 1709943694419 18:21:34.420 [info] End cell 4 execution after 0.001s, completed @ 1709943694420, started @ 1709943694419 18:21:34.420 [debug] Cell 4 executed successfully 18:21:34.420 [debug] Cell Index:6 sent to kernel 18:21:34.422 [debug] Start cell 6 execution @ 1709943694422 (clear output) 18:21:34.422 [info] Kernel acknowledged execution of cell 6 @ 1709943694422 18:21:34.423 [info] End cell 6 execution after 0.001s, completed @ 1709943694423, started @ 1709943694422 18:21:34.423 [debug] Cell 6 executed successfully 18:21:34.423 [debug] Cell Index:7 sent to kernel 18:21:34.426 [debug] Start cell 7 execution @ 1709943694426 (clear output) 18:21:34.426 [info] Kernel acknowledged execution of cell 7 @ 1709943694426 18:21:34.513 [info] End cell 7 execution after 0.087s, completed @ 1709943694513, started @ 1709943694426 18:21:34.513 [debug] Cell 7 executed successfully 18:21:34.514 [debug] Cell Index:10 sent to kernel 18:21:34.516 [debug] Start cell 10 execution @ 1709943694516 (clear output) 18:21:34.516 [info] Kernel acknowledged execution of cell 10 @ 1709943694516 18:21:34.517 [info] End cell 10 execution after 0.001s, completed @ 1709943694517, started @ 1709943694516 18:21:34.517 [debug] Cell 10 executed successfully 18:21:34.518 [debug] Cell Index:15 sent to kernel 18:21:34.519 [debug] Start cell 15 execution @ 1709943694519 (clear output) 18:21:34.519 [info] Kernel acknowledged execution of cell 15 @ 1709943694519 18:21:34.522 [info] End cell 15 execution after 0.003s, completed @ 1709943694522, started @ 1709943694519 18:21:34.522 [debug] Cell 15 executed successfully 18:21:34.522 [debug] Cell Index:17 sent to kernel 18:21:34.524 [debug] Start cell 17 execution @ 1709943694524 (clear output) 18:21:34.524 [info] Kernel acknowledged execution of cell 17 @ 1709943694524 18:21:34.527 [info] End cell 17 execution after 0.002s, completed @ 1709943694526, started @ 1709943694524 18:21:34.527 [debug] Cell 17 executed successfully 18:21:34.527 [debug] Cell Index:21 sent to kernel 18:21:34.529 [debug] Start cell 21 execution @ 1709943694529 (clear output) 18:21:34.529 [info] Kernel acknowledged execution of cell 21 @ 1709943694529 18:21:34.530 [info] End cell 21 execution after 0.001s, completed @ 1709943694530, started @ 1709943694529 18:21:34.530 [debug] Cell 21 executed successfully 18:21:34.531 [debug] Cell Index:25 sent to kernel 18:21:34.533 [debug] Start cell 25 execution @ 1709943694533 (clear output) 18:21:34.533 [info] Kernel acknowledged execution of cell 25 @ 1709943694533 18:21:34.535 [info] End cell 25 execution after 0.002s, completed @ 1709943694535, started @ 1709943694533 18:21:34.535 [debug] Cell 25 executed successfully 18:21:34.535 [debug] Cell Index:29 sent to kernel 18:21:34.540 [debug] Start cell 29 execution @ 1709943694540 (clear output) 18:21:34.540 [info] Kernel acknowledged execution of cell 29 @ 1709943694540 18:21:34.540 [info] End cell 29 execution after 0s, completed @ 1709943694540, started @ 1709943694540 18:21:34.540 [debug] Cell 29 executed successfully 18:21:34.541 [debug] Cell Index:33 sent to kernel 18:21:34.543 [debug] Start cell 33 execution @ 1709943694543 (clear output) 18:21:34.543 [info] Kernel acknowledged execution of cell 33 @ 1709943694543 18:21:34.544 [info] End cell 33 execution after 0.001s, completed @ 1709943694544, started @ 1709943694543 18:21:34.544 [debug] Cell 33 executed successfully 18:21:34.544 [debug] Cell Index:36 sent to kernel 18:21:34.546 [debug] Start cell 36 execution @ 1709943694546 (clear output) 18:21:34.546 [info] Kernel acknowledged execution of cell 36 @ 1709943694546 18:21:34.547 [info] End cell 36 execution after 0.001s, completed @ 1709943694547, started @ 1709943694546 18:21:34.547 [debug] Cell 36 executed successfully 18:21:34.548 [debug] Cell Index:38 sent to kernel 18:21:34.549 [debug] Start cell 38 execution @ 1709943694549 (clear output) 18:21:34.549 [info] Kernel acknowledged execution of cell 38 @ 1709943694549 18:21:34.550 [info] End cell 38 execution after 0.001s, completed @ 1709943694550, started @ 1709943694549 18:21:34.551 [debug] Cell 38 executed successfully 18:21:34.551 [debug] Cell Index:40 sent to kernel 18:21:34.553 [debug] Start cell 40 execution @ 1709943694553 (clear output) 18:21:34.553 [info] Kernel acknowledged execution of cell 40 @ 1709943694553 18:21:34.554 [info] End cell 40 execution after 0.001s, completed @ 1709943694554, started @ 1709943694553 18:21:34.554 [debug] Cell 40 executed successfully 18:21:34.554 [debug] Cell Index:42 sent to kernel 18:21:34.556 [debug] Start cell 42 execution @ 1709943694556 (clear output) 18:21:34.556 [info] Kernel acknowledged execution of cell 42 @ 1709943694556 18:21:34.557 [info] End cell 42 execution after 0.001s, completed @ 1709943694557, started @ 1709943694556 18:21:34.557 [debug] Cell 42 executed successfully 18:21:34.557 [debug] Cell Index:44 sent to kernel 18:21:34.559 [debug] Start cell 44 execution @ 1709943694559 (clear output) 18:21:34.559 [info] Kernel acknowledged execution of cell 44 @ 1709943694559 18:21:34.560 [info] End cell 44 execution after 0.001s, completed @ 1709943694560, started @ 1709943694559 18:21:34.560 [debug] Cell 44 executed successfully 18:21:34.561 [debug] Cell Index:46 sent to kernel 18:21:34.562 [debug] Start cell 46 execution @ 1709943694562 (clear output) 18:21:34.562 [info] Kernel acknowledged execution of cell 46 @ 1709943694562 18:21:34.563 [info] End cell 46 execution after 0.001s, completed @ 1709943694563, started @ 1709943694562 18:21:34.564 [debug] Cell 46 executed successfully 18:21:34.564 [debug] Cell Index:50 sent to kernel 18:21:34.622 [debug] Start cell 50 execution @ 1709943694622 (clear output) 18:21:34.622 [info] Kernel acknowledged execution of cell 50 @ 1709943694622 18:21:34.623 [info] End cell 50 execution after 0.001s, completed @ 1709943694623, started @ 1709943694622 18:21:34.623 [debug] Cell 50 executed successfully 18:21:34.623 [debug] Cell Index:52 sent to kernel 18:21:34.667 [debug] Start cell 52 execution @ 1709943694667 (clear output) 18:21:34.667 [info] Kernel acknowledged execution of cell 52 @ 1709943694667 18:21:34.686 [info] End cell 52 execution after 0.019s, completed @ 1709943694686, started @ 1709943694667 18:21:34.686 [debug] Cell 52 executed successfully 18:21:34.687 [debug] Cell Index:54 sent to kernel 18:21:34.690 [debug] Start cell 54 execution @ 1709943694690 (clear output) 18:21:34.690 [info] Kernel acknowledged execution of cell 54 @ 1709943694690 18:21:34.693 [info] End cell 54 execution after 0.003s, completed @ 1709943694693, started @ 1709943694690 18:21:34.693 [debug] Cell 54 executed successfully 18:21:34.693 [debug] Cell Index:56 sent to kernel 18:21:34.696 [debug] Start cell 56 execution @ 1709943694696 (clear output) 18:21:34.696 [info] Kernel acknowledged execution of cell 56 @ 1709943694696 18:21:34.697 [info] End cell 56 execution after 0.001s, completed @ 1709943694697, started @ 1709943694696 18:21:34.698 [debug] Cell 56 executed successfully 18:21:34.698 [debug] Cell Index:58 sent to kernel 18:21:34.700 [debug] Start cell 58 execution @ 1709943694700 (clear output) 18:21:34.700 [info] Kernel acknowledged execution of cell 58 @ 1709943694700 18:21:34.702 [info] End cell 58 execution after 0.001s, completed @ 1709943694701, started @ 1709943694700 18:21:34.702 [debug] Cell 58 executed successfully 18:21:34.702 [debug] Cell Index:60 sent to kernel 18:21:34.704 [debug] Start cell 60 execution @ 1709943694704 (clear output) 18:21:34.704 [info] Kernel acknowledged execution of cell 60 @ 1709943694704 18:21:34.705 [info] End cell 60 execution after 0.001s, completed @ 1709943694705, started @ 1709943694704 18:21:34.705 [debug] Cell 60 executed successfully 18:21:34.705 [debug] Cell Index:62 sent to kernel 18:21:34.706 [debug] Start cell 62 execution @ 1709943694706 (clear output) 18:21:34.706 [info] Kernel acknowledged execution of cell 62 @ 1709943694706 18:21:34.708 [info] End cell 62 execution after 0.002s, completed @ 1709943694708, started @ 1709943694706 18:21:34.708 [debug] Cell 62 executed successfully 18:21:34.708 [debug] Cell Index:63 sent to kernel 18:21:34.711 [debug] Start cell 63 execution @ 1709943694711 (clear output) 18:21:34.711 [info] Kernel acknowledged execution of cell 63 @ 1709943694711 18:21:34.712 [info] End cell 63 execution after 0.001s, completed @ 1709943694712, started @ 1709943694711 18:21:34.712 [debug] Cell 63 executed successfully 18:21:34.712 [debug] Cell Index:67 sent to kernel 18:21:34.714 [debug] Start cell 67 execution @ 1709943694714 (clear output) 18:21:34.714 [info] Kernel acknowledged execution of cell 67 @ 1709943694714 18:21:34.715 [info] End cell 67 execution after 0.001s, completed @ 1709943694715, started @ 1709943694714 18:21:34.715 [debug] Cell 67 executed successfully 18:21:34.716 [debug] Cell Index:70 sent to kernel 18:21:34.720 [debug] Start cell 70 execution @ 1709943694720 (clear output) 18:21:34.720 [info] Kernel acknowledged execution of cell 70 @ 1709943694720 18:21:34.722 [info] End cell 70 execution after 0.002s, completed @ 1709943694722, started @ 1709943694720 18:21:34.722 [debug] Cell 70 executed successfully 18:21:34.722 [debug] Cell Index:71 sent to kernel 18:21:34.725 [debug] Start cell 71 execution @ 1709943694725 (clear output) 18:21:34.725 [info] Kernel acknowledged execution of cell 71 @ 1709943694725 18:21:34.726 [info] End cell 71 execution after 0.001s, completed @ 1709943694726, started @ 1709943694725 18:21:34.726 [debug] Cell 71 executed successfully 18:21:34.726 [debug] Cell Index:73 sent to kernel 18:21:34.729 [debug] Start cell 73 execution @ 1709943694729 (clear output) 18:21:34.729 [info] Kernel acknowledged execution of cell 73 @ 1709943694729 18:21:34.730 [info] End cell 73 execution after 0.001s, completed @ 1709943694730, started @ 1709943694729 18:21:34.731 [debug] Cell 73 executed successfully 18:21:34.731 [debug] Cell Index:74 sent to kernel 18:21:34.733 [debug] Start cell 74 execution @ 1709943694733 (clear output) 18:21:34.733 [info] Kernel acknowledged execution of cell 74 @ 1709943694733 18:21:34.734 [info] End cell 74 execution after 0.001s, completed @ 1709943694734, started @ 1709943694733 18:21:34.734 [debug] Cell 74 executed successfully 18:21:34.734 [debug] Cell Index:79 sent to kernel 18:21:34.736 [debug] Start cell 79 execution @ 1709943694736 (clear output) 18:21:34.736 [info] Kernel acknowledged execution of cell 79 @ 1709943694736 18:21:34.737 [info] End cell 79 execution after 0.001s, completed @ 1709943694737, started @ 1709943694736 18:21:34.737 [debug] Cell 79 executed successfully 18:21:34.737 [debug] Cell Index:81 sent to kernel 18:21:34.739 [debug] Start cell 81 execution @ 1709943694739 (clear output) 18:21:34.739 [info] Kernel acknowledged execution of cell 81 @ 1709943694739 18:21:34.740 [info] End cell 81 execution after 0.001s, completed @ 1709943694740, started @ 1709943694739 18:21:34.740 [debug] Cell 81 executed successfully 18:21:34.740 [debug] Cell Index:82 sent to kernel 18:21:34.742 [debug] Start cell 82 execution @ 1709943694742 (clear output) 18:21:34.742 [info] Kernel acknowledged execution of cell 82 @ 1709943694742 18:21:34.743 [info] End cell 82 execution after 0.001s, completed @ 1709943694743, started @ 1709943694742 18:21:34.743 [debug] Cell 82 executed successfully 18:21:34.744 [debug] Cell Index:85 sent to kernel 18:21:34.755 [debug] Start cell 85 execution @ 1709943694755 (clear output) 18:21:34.755 [info] Kernel acknowledged execution of cell 85 @ 1709943694755 18:21:34.757 [info] End cell 85 execution after 0.002s, completed @ 1709943694757, started @ 1709943694755 18:21:34.757 [debug] Cell 85 executed successfully 18:21:34.757 [debug] Cell Index:86 sent to kernel 18:21:34.759 [debug] Start cell 86 execution @ 1709943694759 (clear output) 18:21:34.759 [info] Kernel acknowledged execution of cell 86 @ 1709943694759 18:21:34.761 [info] End cell 86 execution after 0.002s, completed @ 1709943694761, started @ 1709943694759 18:21:34.761 [debug] Cell 86 executed successfully 18:21:34.761 [debug] Cell Index:89 sent to kernel 18:21:34.765 [debug] Start cell 89 execution @ 1709943694765 (clear output) 18:21:34.765 [info] Kernel acknowledged execution of cell 89 @ 1709943694765 18:21:34.766 [info] End cell 89 execution after 0.001s, completed @ 1709943694766, started @ 1709943694765 18:21:34.766 [debug] Cell 89 executed successfully 18:21:34.767 [debug] Cell Index:90 sent to kernel 18:21:34.769 [debug] Start cell 90 execution @ 1709943694769 (clear output) 18:21:34.769 [info] Kernel acknowledged execution of cell 90 @ 1709943694769 18:21:34.770 [info] End cell 90 execution after 0.001s, completed @ 1709943694770, started @ 1709943694769 18:21:34.770 [debug] Cell 90 executed successfully 18:21:34.770 [debug] Cell Index:93 sent to kernel 18:21:34.781 [debug] Start cell 93 execution @ 1709943694781 (clear output) 18:21:34.781 [info] Kernel acknowledged execution of cell 93 @ 1709943694781 18:21:34.834 [info] End cell 93 execution after 0.053s, completed @ 1709943694834, started @ 1709943694781 18:21:34.835 [debug] Cell 93 executed successfully 18:21:34.835 [debug] Cell Index:94 sent to kernel 18:21:34.838 [debug] Start cell 94 execution @ 1709943694838 (clear output) 18:21:34.838 [info] Kernel acknowledged execution of cell 94 @ 1709943694838 18:21:34.839 [info] End cell 94 execution after 0.001s, completed @ 1709943694839, started @ 1709943694838 18:21:34.839 [debug] Cell 94 executed successfully 18:21:34.839 [debug] Cell Index:98 sent to kernel 18:21:34.841 [debug] Start cell 98 execution @ 1709943694841 (clear output) 18:21:34.841 [info] Kernel acknowledged execution of cell 98 @ 1709943694841 18:21:34.842 [info] End cell 98 execution after 0.001s, completed @ 1709943694842, started @ 1709943694841 18:21:34.843 [debug] Cell 98 executed successfully 18:21:34.843 [debug] Cell Index:100 sent to kernel 18:21:34.844 [debug] Start cell 100 execution @ 1709943694844 (clear output) 18:21:34.844 [info] Kernel acknowledged execution of cell 100 @ 1709943694844 18:21:34.847 [info] End cell 100 execution after 0.003s, completed @ 1709943694847, started @ 1709943694844 18:21:34.847 [debug] Cell 100 executed successfully 18:21:34.847 [debug] Cell Index:102 sent to kernel 18:21:34.911 [debug] Start cell 102 execution @ 1709943694911 (clear output) 18:21:34.911 [info] Kernel acknowledged execution of cell 102 @ 1709943694911 18:21:34.951 [info] End cell 102 execution after 0.04s, completed @ 1709943694951, started @ 1709943694911 18:21:34.951 [debug] Cell 102 executed successfully 18:21:34.952 [debug] Cell Index:103 sent to kernel 18:21:34.954 [debug] Start cell 103 execution @ 1709943694954 (clear output) 18:21:34.954 [info] Kernel acknowledged execution of cell 103 @ 1709943694954 18:21:34.955 [info] End cell 103 execution after 0.001s, completed @ 1709943694955, started @ 1709943694954 18:21:34.955 [debug] Cell 103 executed successfully 18:21:34.955 [debug] Cell Index:105 sent to kernel 18:21:34.973 [debug] Start cell 105 execution @ 1709943694972 (clear output) 18:21:34.973 [info] Kernel acknowledged execution of cell 105 @ 1709943694972 18:21:35.020 [info] End cell 105 execution after 0.048s, completed @ 1709943695020, started @ 1709943694972 18:21:35.020 [debug] Cell 105 executed successfully 18:21:35.020 [debug] Cell Index:106 sent to kernel 18:21:35.022 [debug] Start cell 106 execution @ 1709943695022 (clear output) 18:21:35.022 [info] Kernel acknowledged execution of cell 106 @ 1709943695022 18:21:35.024 [info] End cell 106 execution after 0.002s, completed @ 1709943695024, started @ 1709943695022 18:21:35.024 [debug] Cell 106 executed successfully 18:21:35.024 [debug] Cell Index:110 sent to kernel 18:21:35.026 [debug] Start cell 110 execution @ 1709943695026 (clear output) 18:21:35.026 [info] Kernel acknowledged execution of cell 110 @ 1709943695026 18:21:35.028 [info] End cell 110 execution after 0.002s, completed @ 1709943695028, started @ 1709943695026 18:21:35.028 [debug] Cell 110 executed successfully 18:21:35.028 [debug] Cell Index:113 sent to kernel 18:21:35.030 [debug] Start cell 113 execution @ 1709943695030 (clear output) 18:21:35.030 [info] Kernel acknowledged execution of cell 113 @ 1709943695030 18:21:35.032 [info] End cell 113 execution after 0.002s, completed @ 1709943695032, started @ 1709943695030 18:21:35.032 [debug] Cell 113 executed successfully 18:21:35.032 [debug] Cell Index:114 sent to kernel 18:21:35.034 [debug] Start cell 114 execution @ 1709943695034 (clear output) 18:21:35.034 [info] Kernel acknowledged execution of cell 114 @ 1709943695034 18:21:35.036 [info] End cell 114 execution after 0.002s, completed @ 1709943695036, started @ 1709943695034 18:21:35.036 [debug] Cell 114 executed successfully 18:21:35.036 [debug] Cell Index:116 sent to kernel 18:21:35.051 [debug] Start cell 116 execution @ 1709943695051 (clear output) 18:21:35.051 [info] Kernel acknowledged execution of cell 116 @ 1709943695051 18:21:35.103 [info] End cell 116 execution after 0.052s, completed @ 1709943695103, started @ 1709943695051 18:21:35.103 [debug] Cell 116 executed successfully 18:21:35.103 [debug] Cell Index:117 sent to kernel 18:21:35.106 [debug] Start cell 117 execution @ 1709943695106 (clear output) 18:21:35.106 [info] Kernel acknowledged execution of cell 117 @ 1709943695106 18:21:35.107 [info] End cell 117 execution after 0.001s, completed @ 1709943695107, started @ 1709943695106 18:21:35.107 [debug] Cell 117 executed successfully 18:21:35.107 [debug] Cell Index:120 sent to kernel 18:21:35.109 [debug] Start cell 120 execution @ 1709943695109 (clear output) 18:21:35.109 [info] Kernel acknowledged execution of cell 120 @ 1709943695109 18:21:35.110 [info] End cell 120 execution after 0.001s, completed @ 1709943695110, started @ 1709943695109 18:21:35.110 [debug] Cell 120 executed successfully 18:21:35.111 [debug] Cell Index:122 sent to kernel 18:21:35.113 [debug] Start cell 122 execution @ 1709943695113 (clear output) 18:21:35.113 [info] Kernel acknowledged execution of cell 122 @ 1709943695113 18:21:35.114 [info] End cell 122 execution after 0.001s, completed @ 1709943695114, started @ 1709943695113 18:21:35.114 [debug] Cell 122 executed successfully 18:21:35.115 [debug] Cell Index:124 sent to kernel 18:21:35.117 [debug] Start cell 124 execution @ 1709943695117 (clear output) 18:21:35.117 [info] Kernel acknowledged execution of cell 124 @ 1709943695117 18:21:35.119 [info] End cell 124 execution after 0.002s, completed @ 1709943695119, started @ 1709943695117 18:21:35.119 [debug] Cell 124 executed successfully 18:21:35.119 [debug] Cell Index:126 sent to kernel 18:21:35.121 [debug] Start cell 126 execution @ 1709943695121 (clear output) 18:21:35.121 [info] Kernel acknowledged execution of cell 126 @ 1709943695121 18:21:35.122 [info] End cell 126 execution after 0.001s, completed @ 1709943695122, started @ 1709943695121 18:21:35.122 [debug] Cell 126 executed successfully 18:21:35.123 [debug] Cell Index:130 sent to kernel 18:21:35.124 [debug] Start cell 130 execution @ 1709943695124 (clear output) 18:21:35.124 [info] Kernel acknowledged execution of cell 130 @ 1709943695124 18:21:35.125 [info] End cell 130 execution after 0.001s, completed @ 1709943695125, started @ 1709943695124 18:21:35.125 [debug] Cell 130 executed successfully 18:21:35.126 [debug] Cell Index:132 sent to kernel 18:21:35.139 [debug] Start cell 132 execution @ 1709943695139 (clear output) 18:21:35.139 [info] Kernel acknowledged execution of cell 132 @ 1709943695139 18:21:35.141 [info] End cell 132 execution after 0.001s, completed @ 1709943695140, started @ 1709943695139 18:21:35.141 [debug] Cell 132 executed successfully 18:21:35.141 [debug] Cell Index:133 sent to kernel 18:21:35.143 [debug] Start cell 133 execution @ 1709943695143 (clear output) 18:21:35.143 [info] Kernel acknowledged execution of cell 133 @ 1709943695143 18:21:35.144 [info] End cell 133 execution after 0.001s, completed @ 1709943695144, started @ 1709943695143 18:21:35.144 [debug] Cell 133 executed successfully 18:21:35.145 [debug] Cell Index:135 sent to kernel 18:21:35.159 [debug] Start cell 135 execution @ 1709943695159 (clear output) 18:21:35.159 [info] Kernel acknowledged execution of cell 135 @ 1709943695159 18:21:35.208 [info] End cell 135 execution after 0.049s, completed @ 1709943695208, started @ 1709943695159 18:21:35.208 [debug] Cell 135 executed successfully 18:21:35.209 [debug] Cell Index:136 sent to kernel 18:21:35.211 [debug] Start cell 136 execution @ 1709943695211 (clear output) 18:21:35.211 [info] Kernel acknowledged execution of cell 136 @ 1709943695211 18:21:35.212 [info] End cell 136 execution after 0.001s, completed @ 1709943695212, started @ 1709943695211 18:21:35.212 [debug] Cell 136 executed successfully 18:21:35.213 [debug] Cell Index:138 sent to kernel 18:21:35.214 [debug] Start cell 138 execution @ 1709943695214 (clear output) 18:21:35.214 [info] Kernel acknowledged execution of cell 138 @ 1709943695214 18:21:37.789 [info] End cell 138 execution after 2.575s, completed @ 1709943697789, started @ 1709943695214 18:21:37.789 [debug] Cell 138 executed successfully 18:21:37.790 [debug] Cell Index:143 sent to kernel 18:21:37.791 [debug] Start cell 143 execution @ 1709943697791 (clear output) 18:21:37.791 [info] Kernel acknowledged execution of cell 143 @ 1709943697791 18:21:37.793 [info] End cell 143 execution after 0.002s, completed @ 1709943697793, started @ 1709943697791 18:21:37.793 [debug] Cell 143 executed successfully 18:21:37.793 [debug] Cell Index:145 sent to kernel 18:21:37.797 [debug] Start cell 145 execution @ 1709943697796 (clear output) 18:21:37.797 [info] Kernel acknowledged execution of cell 145 @ 1709943697796 18:21:37.799 [info] End cell 145 execution after 0.002s, completed @ 1709943697798, started @ 1709943697796 18:21:37.799 [debug] Cell 145 executed successfully 18:21:37.799 [debug] Cell Index:146 sent to kernel 18:21:37.801 [debug] Start cell 146 execution @ 1709943697801 (clear output) 18:21:37.801 [info] Kernel acknowledged execution of cell 146 @ 1709943697801 18:21:37.802 [info] End cell 146 execution after 0.001s, completed @ 1709943697802, started @ 1709943697801 18:21:37.802 [debug] Cell 146 executed successfully 18:21:37.802 [debug] Cell Index:148 sent to kernel 18:21:37.804 [debug] Start cell 148 execution @ 1709943697804 (clear output) 18:21:37.804 [info] Kernel acknowledged execution of cell 148 @ 1709943697804 18:21:37.818 [info] End cell 148 execution after 0.014s, completed @ 1709943697818, started @ 1709943697804 18:21:37.818 [debug] Cell 148 executed successfully 18:21:37.818 [debug] Cell Index:149 sent to kernel 18:21:37.819 [debug] Start cell 149 execution @ 1709943697819 (clear output) 18:21:37.819 [info] Kernel acknowledged execution of cell 149 @ 1709943697819 18:21:37.822 [info] End cell 149 execution after 0.003s, completed @ 1709943697822, started @ 1709943697819 18:21:37.822 [debug] Cell 149 executed successfully 18:21:37.822 [debug] Cell Index:151 sent to kernel 18:21:37.825 [debug] Start cell 151 execution @ 1709943697825 (clear output) 18:21:37.826 [info] Kernel acknowledged execution of cell 151 @ 1709943697825 18:21:37.837 [info] End cell 151 execution after 0.012s, completed @ 1709943697837, started @ 1709943697825 18:21:37.837 [debug] Cell 151 executed successfully 18:21:37.837 [debug] Cell Index:152 sent to kernel 18:21:37.839 [debug] Start cell 152 execution @ 1709943697839 (clear output) 18:21:37.839 [info] Kernel acknowledged execution of cell 152 @ 1709943697839 18:21:37.840 [info] End cell 152 execution after 0.001s, completed @ 1709943697840, started @ 1709943697839 18:21:37.840 [debug] Cell 152 executed successfully 18:21:37.841 [debug] Cell Index:154 sent to kernel 18:21:37.842 [debug] Start cell 154 execution @ 1709943697842 (clear output) 18:21:37.842 [info] Kernel acknowledged execution of cell 154 @ 1709943697842 18:21:37.844 [info] End cell 154 execution after 0.002s, completed @ 1709943697844, started @ 1709943697842 18:21:37.844 [debug] Cell 154 executed successfully 18:21:37.844 [debug] Cell Index:157 sent to kernel 18:21:37.849 [debug] Start cell 157 execution @ 1709943697849 (clear output) 18:21:37.849 [info] Kernel acknowledged execution of cell 157 @ 1709943697849 18:21:37.851 [info] End cell 157 execution after 0.002s, completed @ 1709943697851, started @ 1709943697849 18:21:37.851 [debug] Cell 157 executed successfully 18:21:37.851 [debug] Cell Index:159 sent to kernel 18:21:37.854 [debug] Start cell 159 execution @ 1709943697854 (clear output) 18:21:37.854 [info] Kernel acknowledged execution of cell 159 @ 1709943697854 18:21:44.573 [info] End cell 159 execution after 6.719s, completed @ 1709943704573, started @ 1709943697854 18:21:44.573 [debug] Cell 159 executed successfully 18:21:44.574 [debug] Cell Index:161 sent to kernel 18:21:44.575 [debug] Start cell 161 execution @ 1709943704575 (clear output) 18:21:44.576 [info] Kernel acknowledged execution of cell 161 @ 1709943704575 18:21:44.577 [info] End cell 161 execution after 0.002s, completed @ 1709943704577, started @ 1709943704575 18:21:44.577 [debug] Cell 161 executed successfully 18:21:44.577 [debug] Cell Index:163 sent to kernel 18:21:44.579 [debug] Start cell 163 execution @ 1709943704579 (clear output) 18:21:44.579 [info] Kernel acknowledged execution of cell 163 @ 1709943704579 18:21:44.580 [info] End cell 163 execution after 0.001s, completed @ 1709943704580, started @ 1709943704579 18:21:44.580 [debug] Cell 163 executed successfully 18:21:44.580 [debug] Cell Index:165 sent to kernel 18:21:44.584 [debug] Start cell 165 execution @ 1709943704584 (clear output) 18:21:44.584 [info] Kernel acknowledged execution of cell 165 @ 1709943704584 18:21:44.586 [info] End cell 165 execution after 0.002s, completed @ 1709943704586, started @ 1709943704584 18:21:44.586 [debug] Cell 165 executed successfully 18:21:44.586 [debug] Cell Index:167 sent to kernel 18:21:44.588 [debug] Start cell 167 execution @ 1709943704588 (clear output) 18:21:44.588 [info] Kernel acknowledged execution of cell 167 @ 1709943704588 18:21:44.590 [info] End cell 167 execution after 0.002s, completed @ 1709943704590, started @ 1709943704588 18:21:44.590 [debug] Cell 167 executed successfully 18:21:44.590 [debug] Cell Index:169 sent to kernel 18:21:44.609 [debug] Start cell 169 execution @ 1709943704609 (clear output) 18:21:44.609 [info] Kernel acknowledged execution of cell 169 @ 1709943704609 18:21:44.611 [info] End cell 169 execution after 0.002s, completed @ 1709943704611, started @ 1709943704609 18:21:44.611 [debug] Cell 169 executed successfully 18:21:44.611 [debug] Cell Index:171 sent to kernel 18:21:44.617 [debug] Start cell 171 execution @ 1709943704617 (clear output) 18:21:44.617 [info] Kernel acknowledged execution of cell 171 @ 1709943704617 18:21:44.618 [info] End cell 171 execution after 0.001s, completed @ 1709943704618, started @ 1709943704617 18:21:44.618 [debug] Cell 171 executed successfully 18:21:44.618 [debug] Cell Index:174 sent to kernel 18:21:44.621 [debug] Start cell 174 execution @ 1709943704621 (clear output) 18:21:44.621 [info] Kernel acknowledged execution of cell 174 @ 1709943704621 18:21:44.622 [info] End cell 174 execution after 0.001s, completed @ 1709943704622, started @ 1709943704621 18:21:44.622 [debug] Cell 174 executed successfully 18:21:44.623 [debug] Cell Index:176 sent to kernel 18:21:44.625 [debug] Start cell 176 execution @ 1709943704625 (clear output) 18:21:44.625 [info] Kernel acknowledged execution of cell 176 @ 1709943704625 18:21:44.626 [info] End cell 176 execution after 0.001s, completed @ 1709943704626, started @ 1709943704625 18:21:44.626 [debug] Cell 176 executed successfully 18:21:44.626 [debug] Cell Index:178 sent to kernel 18:21:44.630 [debug] Start cell 178 execution @ 1709943704630 (clear output) 18:21:44.630 [info] Kernel acknowledged execution of cell 178 @ 1709943704630 18:21:44.632 [info] End cell 178 execution after 0.001s, completed @ 1709943704631, started @ 1709943704630 18:21:44.632 [debug] Cell 178 executed successfully 18:21:44.632 [debug] Cell Index:180 sent to kernel 18:21:44.635 [debug] Start cell 180 execution @ 1709943704635 (clear output) 18:21:44.635 [info] Kernel acknowledged execution of cell 180 @ 1709943704635 18:21:44.636 [info] End cell 180 execution after 0.001s, completed @ 1709943704636, started @ 1709943704635 18:21:44.636 [debug] Cell 180 executed successfully 18:21:44.637 [debug] Cell Index:182 sent to kernel 18:21:44.639 [debug] Start cell 182 execution @ 1709943704639 (clear output) 18:21:44.639 [info] Kernel acknowledged execution of cell 182 @ 1709943704639 18:21:44.640 [info] End cell 182 execution after 0.001s, completed @ 1709943704640, started @ 1709943704639 18:21:44.641 [debug] Cell 182 executed successfully 18:21:44.641 [debug] Cell Index:184 sent to kernel 18:21:44.645 [debug] Start cell 184 execution @ 1709943704645 (clear output) 18:21:44.645 [info] Kernel acknowledged execution of cell 184 @ 1709943704645 18:21:44.646 [info] End cell 184 execution after 0.001s, completed @ 1709943704646, started @ 1709943704645 18:21:44.646 [debug] Cell 184 executed successfully 18:21:44.647 [debug] Cell Index:186 sent to kernel 18:21:44.650 [debug] Start cell 186 execution @ 1709943704650 (clear output) 18:21:44.650 [info] Kernel acknowledged execution of cell 186 @ 1709943704650 18:21:44.651 [info] End cell 186 execution after 0.001s, completed @ 1709943704651, started @ 1709943704650 18:21:44.651 [debug] Cell 186 executed successfully 18:21:44.652 [debug] Cell Index:188 sent to kernel 18:21:44.654 [debug] Start cell 188 execution @ 1709943704654 (clear output) 18:21:44.654 [info] Kernel acknowledged execution of cell 188 @ 1709943704654 18:21:44.656 [info] End cell 188 execution after 0.002s, completed @ 1709943704656, started @ 1709943704654 18:21:44.656 [debug] Cell 188 executed successfully 18:21:44.656 [debug] Cell Index:190 sent to kernel 18:21:44.658 [debug] Start cell 190 execution @ 1709943704657 (clear output) 18:21:44.658 [info] Kernel acknowledged execution of cell 190 @ 1709943704657 18:21:44.659 [info] End cell 190 execution after 0.002s, completed @ 1709943704659, started @ 1709943704657 18:21:44.659 [debug] Cell 190 executed successfully 18:21:44.659 [debug] Cell Index:192 sent to kernel 18:21:44.661 [debug] Start cell 192 execution @ 1709943704661 (clear output) 18:21:44.661 [info] Kernel acknowledged execution of cell 192 @ 1709943704661 18:21:44.662 [info] End cell 192 execution after 0.001s, completed @ 1709943704662, started @ 1709943704661 18:21:44.662 [debug] Cell 192 executed successfully 18:21:44.662 [debug] Cell Index:194 sent to kernel 18:21:44.664 [debug] Start cell 194 execution @ 1709943704664 (clear output) 18:21:44.664 [info] Kernel acknowledged execution of cell 194 @ 1709943704664 18:21:44.665 [info] End cell 194 execution after 0.001s, completed @ 1709943704665, started @ 1709943704664 18:21:44.665 [debug] Cell 194 executed successfully 18:21:44.665 [debug] Cell Index:196 sent to kernel 18:21:44.667 [debug] Start cell 196 execution @ 1709943704667 (clear output) 18:21:44.667 [info] Kernel acknowledged execution of cell 196 @ 1709943704667 18:22:21.019 [info] End cell 196 execution after 36.352s, completed @ 1709943741019, started @ 1709943704667 18:22:21.019 [debug] Cell 196 executed successfully 18:22:21.019 [debug] Cell Index:198 sent to kernel 18:22:21.023 [debug] Start cell 198 execution @ 1709943741023 (clear output) 18:22:21.023 [info] Kernel acknowledged execution of cell 198 @ 1709943741023 18:22:21.044 [info] End cell 198 execution after 0.021s, completed @ 1709943741044, started @ 1709943741023 18:22:21.044 [debug] Cell 198 executed successfully 18:22:21.044 [debug] Cell Index:200 sent to kernel 18:22:21.047 [debug] Start cell 200 execution @ 1709943741047 (clear output) 18:22:21.047 [info] Kernel acknowledged execution of cell 200 @ 1709943741047 18:22:21.052 [info] End cell 200 execution after 0.005s, completed @ 1709943741052, started @ 1709943741047 18:22:21.052 [debug] Cell 200 executed successfully 18:22:21.052 [debug] Cell Index:202 sent to kernel 18:22:21.058 [debug] Start cell 202 execution @ 1709943741058 (clear output) 18:22:21.058 [info] Kernel acknowledged execution of cell 202 @ 1709943741058 18:22:21.060 [info] End cell 202 execution after 0.002s, completed @ 1709943741060, started @ 1709943741058 18:22:21.060 [debug] Cell 202 executed successfully 18:22:21.060 [debug] Cell Index:204 sent to kernel 18:22:21.062 [debug] Start cell 204 execution @ 1709943741062 (clear output) 18:22:21.062 [info] Kernel acknowledged execution of cell 204 @ 1709943741062 18:22:21.065 [info] End cell 204 execution after 0.002s, completed @ 1709943741064, started @ 1709943741062 18:22:21.065 [debug] Cell 204 executed successfully 18:22:21.065 [debug] Cell Index:205 sent to kernel 18:22:21.067 [debug] Start cell 205 execution @ 1709943741067 (clear output) 18:22:21.067 [info] Kernel acknowledged execution of cell 205 @ 1709943741067 18:22:21.069 [info] End cell 205 execution after 0.001s, completed @ 1709943741068, started @ 1709943741067 18:22:21.069 [debug] Cell 205 executed successfully 18:22:21.069 [debug] Cell Index:208 sent to kernel 18:22:21.078 [debug] Start cell 208 execution @ 1709943741078 (clear output) 18:22:21.078 [info] Kernel acknowledged execution of cell 208 @ 1709943741078 18:22:21.080 [info] End cell 208 execution after 0.001s, completed @ 1709943741079, started @ 1709943741078 18:22:21.080 [debug] Cell 208 executed successfully 18:22:21.080 [debug] Cell Index:209 sent to kernel 18:22:21.082 [debug] Start cell 209 execution @ 1709943741082 (clear output) 18:22:21.082 [info] Kernel acknowledged execution of cell 209 @ 1709943741082 18:22:21.084 [info] End cell 209 execution after 0.001s, completed @ 1709943741083, started @ 1709943741082 18:22:21.084 [debug] Cell 209 executed successfully 18:22:21.084 [debug] Cell Index:211 sent to kernel 18:22:21.086 [debug] Start cell 211 execution @ 1709943741086 (clear output) 18:22:21.086 [info] Kernel acknowledged execution of cell 211 @ 1709943741086 18:22:21.087 [info] End cell 211 execution after 0.001s, completed @ 1709943741087, started @ 1709943741086 18:22:21.087 [debug] Cell 211 executed successfully 18:22:21.088 [debug] Cell Index:212 sent to kernel 18:22:21.090 [debug] Start cell 212 execution @ 1709943741090 (clear output) 18:22:21.090 [info] Kernel acknowledged execution of cell 212 @ 1709943741090 18:22:21.091 [info] End cell 212 execution after 0.001s, completed @ 1709943741091, started @ 1709943741090 18:22:21.091 [debug] Cell 212 executed successfully 18:22:21.091 [debug] Cell Index:214 sent to kernel 18:22:21.098 [debug] Start cell 214 execution @ 1709943741098 (clear output) 18:22:21.098 [info] Kernel acknowledged execution of cell 214 @ 1709943741098 18:22:21.100 [info] End cell 214 execution after 0.002s, completed @ 1709943741100, started @ 1709943741098 18:22:21.100 [debug] Cell 214 executed successfully 18:22:21.100 [debug] Cell Index:215 sent to kernel 18:22:21.102 [debug] Start cell 215 execution @ 1709943741102 (clear output) 18:22:21.102 [info] Kernel acknowledged execution of cell 215 @ 1709943741102 18:22:21.103 [info] End cell 215 execution after 0.001s, completed @ 1709943741103, started @ 1709943741102 18:22:21.103 [debug] Cell 215 executed successfully 18:22:21.103 [debug] Cell Index:217 sent to kernel 18:22:21.105 [debug] Start cell 217 execution @ 1709943741105 (clear output) 18:22:21.105 [info] Kernel acknowledged execution of cell 217 @ 1709943741105 18:22:21.106 [info] End cell 217 execution after 0.001s, completed @ 1709943741106, started @ 1709943741105 18:22:21.106 [debug] Cell 217 executed successfully 18:22:21.107 [debug] Cell Index:221 sent to kernel 18:22:21.108 [debug] Start cell 221 execution @ 1709943741108 (clear output) 18:22:21.108 [info] Kernel acknowledged execution of cell 221 @ 1709943741108 18:22:21.109 [info] End cell 221 execution after 0.001s, completed @ 1709943741109, started @ 1709943741108 18:22:21.109 [debug] Cell 221 executed successfully 18:22:21.110 [debug] Cell Index:223 sent to kernel 18:22:21.111 [debug] Start cell 223 execution @ 1709943741111 (clear output) 18:22:21.111 [info] Kernel acknowledged execution of cell 223 @ 1709943741111 18:22:21.112 [info] End cell 223 execution after 0.001s, completed @ 1709943741112, started @ 1709943741111 18:22:21.113 [debug] Cell 223 executed successfully 18:23:26.894 [debug] Jupyter completion time: 9 18:23:27.295 [debug] Jupyter completion time: 9 18:23:29.168 [info] Handle Execution of Cells 223 for ~/Downloads/Conference Call/Conference_Calls_Student_Template_E4.ipynb 18:23:29.169 [debug] Cell Index:223 sent to kernel 18:23:29.172 [debug] Start cell 223 execution @ 1709943809172 (clear output) 18:23:29.172 [info] Kernel acknowledged execution of cell 223 @ 1709943809172 18:23:29.173 [info] End cell 223 execution after 0.001s, completed @ 1709943809173, started @ 1709943809172 18:23:29.173 [debug] Cell 223 executed successfully

Extension Host Logs:

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It is unacceptable that Jupyter notebook rendering is so subpar in Vscode given that notebooks are one of the most commonly used tools for data analysis and prototyping. I have no choice but to switch to PyCharm, which I would prefer not to do.

MehmetDiyar commented 8 months ago

Experiencing same issue - disabled "all" extensions. Having lags / freezes / delays even on markup cells.

When notebook initially opened it is smoother - gets worse after a few minutes. Restarting vscode is the only thing that helps temporarily - which makes it practically impossible to work.

ale-dg commented 8 months ago

Hi @DonJayamanne

I have run a large notebook, both with MD and without MD. Find below the logs for both.

Best

1-Jupyter-no-MD.log 1-Jupyter-with-MD.log

DonJayamanne commented 8 months ago

Just adding to this. I have been having the issue shown below when hovering over Plotly graphs created with large data, which does not happen running normal Jupyter notebook on the web. Hope it helps.

@ale-dg Please can you share this notebook. Optionally feel free to email this if you do not feel comfortable sharing it here, If its still sensitve, please can you create a similar notebook with dummy data where you can experience the same slowness and get the same message about VS Code not respondig.

ale-dg commented 8 months ago

Just adding to this. I have been having the issue shown below when hovering over Plotly graphs created with large data, which does not happen running normal Jupyter notebook on the web. Hope it helps.

@ale-dg Please can you share this notebook. Optionally feel free to email this if you do not feel comfortable sharing it here, If its still sensitve, please can you create a similar notebook with dummy data where you can experience the same slowness and get the same message about VS Code not respondig.

I've lost the original (it was a Kaggle competition... so not very careful with it). I have found the data and reproduced the error. The last graph is the one showing the error when you hover for a while over it. Find it below.

Best

nepal_climate.ipynb.zip

Best

DonJayamanne commented 8 months ago

@MehmetDiyar @gdebrun2 please can you share a sample notebook that can be used to replicate the issue you are running into.

gdebrun2 commented 8 months ago

@MehmetDiyar @gdebrun2 please can you share a sample notebook that can be used to replicate the issue you are running into.

Will do in the in the next couple days. Just to be clear, this issue is not exclusive to notebooks with markdown cells. I will try to provide example notebooks with no markdown and with markdown that experience this unresponsiveness.

martinprad0 commented 8 months ago

I have the same problem working on Fedora 39 - Linux. It's driving me nuts.

hylkedonker commented 8 months ago

I have the same issue with Code 1.87.2 on Ubuntu 23.10.

gdebrun2 commented 8 months ago

@MehmetDiyar @gdebrun2 please can you share a sample notebook that can be used to replicate the issue you are running into.

Sorry for the delay. The .ipynb in this zipped folder will reproduce the issue. I can't find a notebook with no markdown cells that's experience the rendering issue at the moment, but I will keep an eye out for it in the coming weeks.

Conference Call 2.zip

amunger commented 8 months ago

I managed to repro the behavior in this comment by just running this cell ~50 times in the interactive window:

import plotly.express as px
import random
x = []
y = []
for i in range(100000):
    random_number = random.randint(1, 10000)
    x.append(i + random_number)
    y.append(i + random_number)
fig = px.scatter(x, y)
fig.show()

It still doesn't happen every time, but it's enough to be able to investigate

Recording 2024-03-22 at 16 08 48

rebornix commented 8 months ago

Thanks @amunger , the code example and the referenced comment is very helpful. I can reproduce this and this might explain why we see a performance slow down for large notebook, especially when we have widgets or rich media.

My hypothesis is

Auto save or backup kicks when we try to run code
When that happens, it will try to convert the notebook document to bytes / buffers.
We have relatively large buffers for rich media / widgets
Our code for handling them is not very smart and can block the UI

When my notebooks contain many interactive plotly.express plots, the .ipynb files saved from vscode can be ~10x larger (100+MB rather than 10MB) than equivalent notebooks saved from Google Colab

This is also something we want to look into.

rebornix commented 8 months ago

Some of above hypothesis validated:

It's backup for the interactive window in @amunger 's scenario, in which I ran the code around 100 times
- The file snapshot size is Uint8Array(313597405) , which is ~313MB.
Running the same code above in VS Code and Google Colab, VS Code's notebook is 3 times larger than Colab.
- In this particular case, the output contains mostly numbers (100000 x and 100000 y).
- When VS Code / ipynb extension stores the content, it seems we have the content formatted and we have a few \ts before each number, and a line break after:
- While Google Colab stores the numbers in the same line (technically they are using a different mimetype, which has a smaller footprint)
- The larger the x and y axis, the more tabs/spaces and linebreaks we generate in VS Code

amunger commented 8 months ago

I'm fairly convinced that the big perf hit comes from serializing the notebook as part of the backup, in which case shrinking the file size isn't really going to help.

In a notebook with large plots, making an edit will trigger a backup and cause a noticeable hiccup in the renderer.
- If you open that same notebook as json in a text editor (no serialization necessary), the hiccup is much shorter
Logs help show a big difference in serialization time (the first delta, .001s vs ~3s)

[backup tracker] creating backup at 2024-03-29T21:23:55.074Z *.txt 
[backup tracker] storing backup at 2024-03-29T21:23:55.075Z *.txt 
[backup tracker] finished backup at 2024-03-29T21:23:58.148Z *.txt 

[backup tracker] creating backup at 2024-03-29T21:24:17.318Z *.ipynb 
[backup tracker] storing backup at 2024-03-29T21:24:20.239Z *.ipynb 
[backup tracker] finished backup at 2024-03-29T21:24:22.071Z *.ipynb

here are some perf snapshots of the backup process, top is for a text editor

amunger commented 8 months ago

One fairly simple thing to do would be to optionally treat large outputs as transient, that would avoid serializing them entirely. Plotly graphs, for example, don't seem to render successfully when loaded from disk anyway (but maybe I'm doing something wrong). But that might not be an acceptable solution to some people.

Otherwise we need to look at really optimizing the serialization, or possibly moving it off of the renderer process.

DonJayamanne commented 8 months ago

Plotly graphs, for example, don't seem to render successfully when loaded from disk anyway (but maybe I'm doing something wrong). But that might not be an acceptable solutio

If output is html mime type, then it should load from disc

LaBlazer commented 8 months ago

Just want to say that I'm also experiencing this bug on Linux Mint 21, When the notebook starts to contain larger outputs from the cells it slows down drastically and it's basically unusable...

microsoft / vscode-jupyter

Jupyter for vscode continues to be slow (for large notebooks with mardown cells & large outputs) #14459

Here are the instructions again (please clear the both `ExtensionHost` and `Jupyter` logs before you start executing cells)

Version info:

Packages:

Vscode json settings:

Logs Context:

Issue Description:

Processes CPU and Memory Usage:

Jupyter Logs:

Extension Host Logs:

microsoft / vscode-jupyter

Jupyter for vscode continues to be slow (for large notebooks with mardown cells & large outputs) #14459

Here are the instructions again (please clear the both ExtensionHost and Jupyter logs before you start executing cells)

Version info:

Packages:

Vscode json settings:

Logs Context:

Issue Description:

Processes CPU and Memory Usage:

Jupyter Logs:

Extension Host Logs:

Here are the instructions again (please clear the both `ExtensionHost` and `Jupyter` logs before you start executing cells)