Providing a variety of recent and improved performance, together with Hugging Face integration, new AI Assistant options, a brand new default UI, and an general higher consumer expertise, PyCharm 2024.2 is a should for anybody trying to improve their productiveness.
Study all of the updates on our What’s New web page, obtain the most recent model from our web site, or replace your present model by means of our free Toolbox App.
PyCharm 2024.2 key options
Databricks integration PRO
PyCharm now offers direct integration with Databricks by way of a plugin. You’ll be able to hook up with a Databricks cluster, execute scripts and notebooks as workflows, execute recordsdata instantly in a Spark shell on a cluster, and monitor the progress – all from the consolation of your IDE.
This integration permits you to harness the ability of your IDE when working with Databricks, making the method sooner and simpler.
Hugging Face integration PRO
PyCharm 2024.2 can now counsel essentially the most related Hugging Face fashions primarily based in your use case. When you choose a mannequin, the IDE will counsel inserting a code snippet that permits you to use it instantly within the open file, and PyCharm will obtain and set up any lacking dependencies mechanically.
You too can determine unused fashions put in in your machine and delete them to liberate disk area instantly from the IDE.
Moreover, you possibly can examine your Hugging Face Datasets library knowledge as an interactive dataframe, using options just like the chart view, pagination, and the power to kind and export tables.
Jupyter notebooks PRO
Immediately preview the worth of a selected variable just by hovering over the variable’s line. You now not want to make use of the debugger or print statements!
Moreover, now you can broaden and collapse cells, in addition to run them straight from the gutter. Moreover, cells now show their statuses and assigned tags.
All these enhancements are designed to make working with Jupyter notebooks in PyCharm seamless, quick, and environment friendly.
AI cells in Jupyter notebooks
With our new AI cell choice, you possibly can add prompts instantly inside your notebooks and work with AI Assistant proper from there. A light-weight bulb icon subsequent to the AI cell offers options in regards to the subsequent steps in your knowledge evaluation workflow.
One-click dataframe visualization
Visualize your dataframes with the assistance of AI Assistant, which now offers options in regards to the graphs and plots most fitted to your context.
AI Assistant
JetBrains AI Assistant 2024.2 enhances cloud-based code completion with sooner, extra correct options and a greater UX, together with syntax highlighting and the choice to just accept options incrementally. The AI chat now makes use of the most recent GPT-4o mannequin and helps chat references and semantic search.
New options embody AI integration within the Terminal instrument window for command era, AI-assisted VCS battle decision, and customizable prompts for documentation and unit take a look at creation.
Study these and different AI Assistant enhancements on this devoted weblog publish.
Database instruments PRO
New AI Assistant options
With the text-to-SQL characteristic, you possibly can generate SQL code instantly within the editor by clicking Generate Code with AI and getting into your immediate. You’ll be able to settle for, regenerate, or refine the code, and take it to the AI chat when you have additional questions.
Moreover, AI Assistant might help with modifying tables, permitting you to request modifications like switching all VARCHAR knowledge sorts to CHAR.
It will possibly additionally allow you to perceive and repair SQL issues, suggesting explanations and fixes.
Person expertise
Preview choice in Search In every single place
The Search In every single place dialog now consists of an choice to preview the codebase components you’re looking for, providing extra context and making it simpler to navigate by means of your mission.
Improved full line code completion PRO
In 2024.2, full line code completion options now embody code highlighting, and new shortcuts can help you settle for particular person phrases or whole traces from longer options. We’ve additionally refined how accepted modifications are built-in into your code, eliminating any formatting points.
Run/Debug
String variable visualizers for JSON, XML, and different codecs
Debugging and searching lengthy string variables with complicated knowledge codecs is now a lot simpler. The up to date debugger affords correctly formatted visualizations for string variables with strings encoded in JSON, XML, HTML, JWT, and URL.
Frameworks and applied sciences PRO
GraalJS because the execution engine for the HTTP Shopper
We’ve upgraded the JavaScript execution engine used within the HTTP Shopper to GraalJS. This lets you use all GraalJS options, together with full help for the ECMAScript 2023 specification, when testing endpoints with PyCharm’s HTTP Shopper and utilizing JavaScript in .http recordsdata to deal with the outcomes.
HTTP Shopper enhancements
Within the HTTP Shopper, we’ve added XPath performance for querying and manipulating XML and HTML paperwork, help for iterating by means of collections utilizing JSONPath to automate requests, and the power to create and add customized API strategies effortlessly.
Enhanced Terraform help
We’ve enhanced PyCharm’s Terraform help with full line code completion, improved context-aware code completion, refined syntax highlighting, and higher error detection with quick-fix options. Moreover, a fast documentation characteristic now offers instantaneous tooltips, providing speedy info to streamline your Terraform workflow.
Frontend PRO
Improved help for main internet frameworks
PyCharm can now resolve paths for frameworks that use file-system-based routing. It will possibly additionally resolve hyperlink paths primarily based in your mission’s file system, offering autocompletion and navigation for Subsequent.js, Nuxt, SvelteKit, and Astro. There may be additionally help for brand spanking new Svelte 5 snippets and render tags.
Moreover, we’ve carried out language server protocol (LSP) help for Astro and upgraded the Vue LSP to Vue Language Service v2, enhancing code completion and the general developer expertise.
Capacity to run and debug TypeScript recordsdata instantly
Now you can run and debug TypeScript recordsdata from totally different entry factors, together with the file context menu, the Run widget, and the Present File configuration.
Distant growth PRO
Reverse port forwarding
With reverse port forwarding, now you can join a distant IDE to ports accessible on the shopper machine. That is notably helpful for cell growth and connecting to native databases.
These are all the important thing options of this launch, however there’s far more to discover! Go to our What’s New web page or launch notes for the complete breakdown and extra particulars in regards to the options talked about right here.
For those who encounter any issues, please report them in our situation tracker so we are able to handle them promptly.
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