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Add Python walkthrough (#8227)
related to #7745 ![Screenshot 2025-06-20 at 3 44 52 PM](https://github.com/user-attachments/assets/3983f845-2360-4ff3-8876-8fd87f2ef357) ### Release Notes <!-- Optionally, replace `N/A` with text to be included in the next release notes. The `N/A` bullets are ignored. If you refer to one or more Positron issues, these issues are used to collect information about the feature or bugfix, such as the relevant language pack as determined by Github labels of type `lang: `. The note will automatically be tagged with the language. These notes are typically filled by the Positron team. If you are an external contributor, you may ignore this section. --> #### New Features - #7745 Create a walkthrough for new Python users. #### Bug Fixes - N/A ### QA Notes <!-- Positron team members: please add relevant e2e test tags, so the tests can be run when you open this pull request. - Instructions: https://github.com/posit-dev/positron/blob/main/test/e2e/README.md#pull-requests-and-test-tags - Available tags: https://github.com/posit-dev/positron/blob/main/test/e2e/infra/test-runner/test-tags.ts --> <!-- Add additional information for QA on how to validate the change, paying special attention to the level of risk, adjacent areas that could be affected by the change, and any important contextual information not present in the linked issues. --> --------- Signed-off-by: Isabel Zimmerman <[email protected]> Co-authored-by: Julia Silge <[email protected]>
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extensions/positron-python/package.json

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}
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}
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]
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},
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{
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"id": "positron.migrateFromVSCode",
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"title": "%walkthrough.positron.migrateFromVSCode.title%",
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"description": "%walkthrough.positron.migrateFromVSCode.description%",
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"steps": [
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{
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"id": "migrateFromVSCode.panes",
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"title": "%walkthrough.positron.step.migrateFromVSCode.panes.title%",
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"description": "%walkthrough.positron.step.migrateFromVSCode.panes.description%",
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"media": {
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"markdown": "resources/walkthrough/panes.md"
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}
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},
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{
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"id": "migrateFromVSCode.interpreterManagement",
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"title": "%walkthrough.positron.step.migrateFromVSCode.interpreterManagement.title%",
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"description": "%walkthrough.positron.step.migrateFromVSCode.interpreterManagement.description%",
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"media": {
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"markdown": "resources/walkthrough/interpreterManagement.md"
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}
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},
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{
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"id": "migrateFromVSCode.bundledExtensions",
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"title": "%walkthrough.positron.step.migrateFromVSCode.bundledExtensions.title%",
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"description": "%walkthrough.positron.step.migrateFromVSCode.bundledExtensions.description%",
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"media": {
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"markdown": "resources/walkthrough/bundledExtensions.md"
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}
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},
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{
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"id": "migrateFromVSCode.bundleIpykernel",
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"title": "%walkthrough.positron.step.migrateFromVSCode.bundleIpykernel.title%",
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"description": "%walkthrough.positron.step.migrateFromVSCode.bundleIpykernel.description%",
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"media": {
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"markdown": "resources/walkthrough/bundleIpykernel.md"
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}
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},
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{
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"id": "migrateFromVSCode.autoReload",
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"title": "%walkthrough.positron.step.migrateFromVSCode.autoReload.title%",
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"description": "%walkthrough.positron.step.migrateFromVSCode.autoReload.description%",
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"media": {
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"markdown": "resources/walkthrough/autoReload.md"
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}
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}
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]
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}
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],
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"breakpoints": [

extensions/positron-python/package.nls.json

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"python.installModulesInTerminal.description": "Whether to install Python modules (such as `ipykernel`) in the Terminal, instead of in a background process. Installing modules in the Terminal allows you to see the output of the installation command.",
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"python.useBundledIpykernel.description": "Whether to prepend the bundled `ipykernel` (and its dependencies) to the Python search path for supported interpreters. When enabled, a bundled ipykernel installation will be used instead of any existing version in the active environment.\n\nRestart Positron for this setting to take effect.",
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"python.enableAutoReload.description": "Whether to enable module hot-reloading in Python console sessions. When enabled, modules that are imported in the console will be automatically reloaded when they are modified on disk. This automatically invokes [IPython's `autoreload` extension](https://ipython.readthedocs.io/en/stable/config/extensions/autoreload.html).\n\nOnly applies to new console sessions.",
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"walkthrough.positron.migrateFromVSCode.title": "Migrating from VSCode to Positron",
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"walkthrough.positron.migrateFromVSCode.description": "Learn how to get started with Python in Positron as a VSCode user!",
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"walkthrough.positron.step.migrateFromVSCode.autoReload.title": "Configure your console with autoreload",
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"walkthrough.positron.step.migrateFromVSCode.autoReload.description": "Enable or disable automatic reloading of Python modules in console sessions\n[Enable module autoreloading](command:python.walkthrough.autoreload)",
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"walkthrough.positron.step.migrateFromVSCode.bundledExtensions.title": "Search built-in extensions",
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"walkthrough.positron.step.migrateFromVSCode.bundledExtensions.description": "Understand the extensions already included in Positron\n[Search for extensions](command:workbench.extensions.action.focusExtensionsView)",
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"walkthrough.positron.step.migrateFromVSCode.bundleIpykernel.title": "Customize your console kernel",
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"walkthrough.positron.step.migrateFromVSCode.bundleIpykernel.description": "Use a custom `ipykernel` installation in your Console session\n[Choose your ipykernel usage](command:python.walkthrough.bundledIpykernel)",
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"walkthrough.positron.step.migrateFromVSCode.interpreterManagement.title": "Select a Python interpreter",
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"walkthrough.positron.step.migrateFromVSCode.interpreterManagement.description": "Discover, select, and manage Python interpreters in Positron\n[Select an interpreter](command:workbench.action.language.runtime.selectSession)",
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"walkthrough.positron.step.migrateFromVSCode.panes.title": "Get to know the Positron UI",
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"walkthrough.positron.step.migrateFromVSCode.panes.description": "Find your way around the panes and layout of Positron\n[Customize your layout](command:workbench.action.customizeLayout)",
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"walkthrough.pythonWelcome.title": "Get Started with Python Development",
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"walkthrough.pythonWelcome.description": "Your first steps to set up a Python project with all the powerful tools and features that the Python extension has to offer!",
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"walkthrough.step.python.createPythonFile.title": "Create a Python file",

extensions/positron-python/python_files/posit/positron/tests/test_plots.py

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assert all(comm._closed for comm in plot_comms) # noqa: SLF001
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@pytest.mark.skip(
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reason="Test is breaking, see https://github.com/posit-dev/positron/actions/runs/15813946095/"
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)
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def test_plotnine_close_then_show(shell: PositronShell, plots_service: PlotsService) -> None:
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"""Test that a plotnine plot renders and then closes comm correctly."""
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shell.run_cell("""\
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By default, the Positron Console uses the [IPython `%autoreload` magic](https://ipython.readthedocs.io/en/stable/config/extensions/autoreload.html#autoreload), which automatically reloads Python modules when you modify your code files.
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This is especially useful for iterative development, as it lets you see changes immediately without restarting the console or re-importing modules.
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If you want to disable this feature, you can do so by changing the [`positron.autoReload` setting](command:python.walkthrough.autoreload) to `false`.
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This will prevent automatic reloading of modules, and you will need to manually reload by restarting the console.
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The Positron Console is powered by the [IPython kernel](https://ipython.org/), which provides an interactive Python environment with advanced features like syntax highlighting, tab completion, and connection to other panes within Positron.
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Positron comes with the `ipykernel` package bundled, so you don't need to install anything to get started using the Console.
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However, there are instances where you might want to use a different version of the `ipykernel` package, such as when you have specific dependencies or configurations in your project.
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To use a different `ipykernel` version, you can follow these steps:
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1. **Configure Positron to not use the bundled `ipykernel`**: [Open your settings and set the `positron.useBundledIpykernel` setting](command:python.walkthrough.bundledIpykernel) to `false`. This tells Positron not to use the bundled version of `ipykernel` and allows you to use a different version.
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2. **Install the desired `ipykernel` version**: Use your preferred package manager to install the version of `ipykernel` you want to use in your project.
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3. **Select the interpreter with `ipykernel` installed**: After installing the desired version, [select the Python interpreter](command:workbench.action.language.runtime.selectSession) that has the `ipykernel` package installed. This ensures that Positron uses the correct kernel for your Console. If you select an interpreter that does not have `ipykernel` installed, Positron will prompt you to install it into that environment.
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If you want to revert to using the bundled `ipykernel`, simply set the [`positron.useBundledIpykernel` setting](command:python.walkthrough.bundledIpykernel) back to `true`. This will restore the default behavior of using the bundled version of `ipykernel` that comes with Positron.
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Positron already includes several extensions to support Python data science, such as Jupyter for notebook support, Ruff for linting and formatting, and Quarto for publishing.
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These come already installed and enabled, so you can start using Python right away without any additional setup.
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If you want to add more functionality, you can install additional extensions from the [Open VSX Registry](https://open-vsx.org/) by [browsing in the Extensions tab](command:workbench.extensions.action.focusExtensionsView).
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Interpreters are the Python runtimes that Positron uses to run your code.
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Your interpreter can be a virtual environment created via `venv`, `uv`, `pyenv`, `conda`, another Python installation.
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A few common tasks you might want to do with interpreters include:
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- **Select an interpreter**: You can select a specific interpreter for your project by using the command ["Select Interpreter Session"](command:workbench.action.language.runtime.selectSession). This will show you a list of available interpreters, and you can choose the one you want to use.
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- **Discover new interpreters**: Positron will attempt to find all interpreters available on startup. If you create a new interpreter that Positron does not detect automatically, you can use the command ["Discover All Interpreters"](command:workbench.action.language.runtime.discoverAllRuntimes). This will re-search for available interpreters in your system and add them to the list of usable interpreters.
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- **Configure custom interpreter discovery**: If you have a non-standard location where interpreters are located that is not being discovered automatically, you can add the directory to the [`python.interpreters.include` setting](command:python.walkthrough.interpreterInclude) to always search for interpreters in that folder. Likewise, if you want to exclude certain directories from being searched, you can add them to the [`python.interpreters.exclude` setting](command:python.walkthrough.interpreterExclude).
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Positron has multiple panes, built to support the way data scientists and Python developers work:
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- Run Python code interactively in [the Console](command:workbench.action.positronConsole.focusConsole).
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- The [Variables pane](command:positronVariables.focus) lets you inspect and explore Python variables in your current session.
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- The [Plots pane](command:workbench.panel.positronPlots.focus) displays plots created with libraries such as `matplotlib`, `seaborn`, or `plotnine`.
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- The [Help pane](command:workbench.panel.positronHelp.focus) provides documentation lookups for Python objects and packages.
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- Manage database connections and preview tables in the [Connections pane](command:workbench.panel.positronConnections.focus).
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You’ll likely use the Command Palette to navigate Positron tasks.
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Open it with <kbd>Cmd/Ctrl</kbd>+<kbd>Shift</kbd>+<kbd>P</kbd>, then type the name of a command (like “Focus Console” or “New Terminal”), or search by keyword (e.g., “format” or “notebook”).
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Positron offers a flexible, customizable layout.
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You can drag and drop panes to rearrange them, or use layout commands like “View: Toggle Primary Side Bar Visibility.”
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Try different [layout presets](command:workbench.action.customizeLayout) designed for data science workflows, such as Stacked, Side-by-Side, or Notebook layouts.

extensions/positron-python/src/client/positron/extension.ts

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import { InstallOptions } from '../common/installer/types';
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import { activateAppDetection as activateWebAppDetection } from './webAppContexts';
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import { activateWebAppCommands } from './webAppCommands';
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import { activateWalkthroughCommands } from './walkthroughCommands';
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import { printInterpreterDebugInfo } from './interpreterSettings';
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import { registerLanguageServerManager } from './languageServerManager';
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// Activate web application commands.
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activateWebAppCommands(serviceContainer, disposables);
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// Activate walkthrough commands.
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activateWalkthroughCommands(disposables);
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// Register the language server manager to support multiple console sessions.
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registerLanguageServerManager(serviceContainer, disposables);
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/*---------------------------------------------------------------------------------------------
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* Copyright (C) 2025 Posit Software, PBC. All rights reserved.
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* Licensed under the Elastic License 2.0. See LICENSE.txt for license information.
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*--------------------------------------------------------------------------------------------*/
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import * as vscode from 'vscode';
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export async function activateWalkthroughCommands(disposables: vscode.Disposable[]) {
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disposables.push(
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// Commands used in walkthrough
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vscode.commands.registerCommand('python.walkthrough.autoreload', async () => {
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vscode.commands.executeCommand('workbench.action.openSettings', 'python.enableAutoReload');
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}),
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vscode.commands.registerCommand('python.walkthrough.bundledIpykernel', async () => {
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vscode.commands.executeCommand('workbench.action.openSettings', 'python.useBundledIpykernel');
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}),
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vscode.commands.registerCommand('python.walkthrough.interpreterInclude', async () => {
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vscode.commands.executeCommand('workbench.action.openSettings', 'python.interpreters.include');
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}),
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vscode.commands.registerCommand('python.walkthrough.interpreterExclude', async () => {
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vscode.commands.executeCommand('workbench.action.openSettings', 'python.interpreters.exclude');
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}),
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);
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}

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