Questions tagged [dataspell]

JetBrains DataSpell is an IDE for data science with intelligent Jupyter notebooks, interactive Python scripts, and lots of other built-in tools.

The IDE for Professional Data Scientists

DataSpell is an Integrated Development Environment (IDE) that is dedicated to specific tasks for exploratory data analysis and prototyping ML (machine learning) models.

Main features

Python

Regardless of whether you work in Jupyter notebooks or Python scripts, you will always be able to rely on intelligent code completion, on-the-fly error checking and quick-fixes, and easy code navigation.

Markdown

DataSpell supports editing and rendering Markdown in both notebook cells and in separate files. LaTeX support is not ready yet, but coming soon.

Interactive outputs

DataSpell fully supports both static and JavaScript-based outputs used by scientific libraries, such as Plotly, Bokeh, Altair, ipywidgets, and others. For DataFrames, DataSpell offers rich interactive table controls.

Conda

Built-in support for Conda makes it easy to create, manage, and reuse environments and dependencies.

Debugger

The Debugger is supported in both Jupyter notebooks and Python scripts. Stop at breakpoints, step through the code, and browse and manage the state of the variables.

SQL

Connect to your database to explore tables, perform refactorings, import/export data, and more.

R

Basic support for R includes a debugger, dataset and visualization explorer, package manager, intelligent coding assistance, and more.

Plugins

The Vim emulation, Docker, additional VCS, custom appearance themes, and much more is available through a universe of plugins.

Links

66 questions
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DataSpell & AWS Sagemaker Connection

Haven't been able to find this answer online, so I'm asking the stackoverflow community... I'm wondering if DataSpell can connect to a SageMaker instance and use the EC2 instance hardware (i.e. virtual CPUs, GPUs, RAM, etc.) to run data…
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JetBrains DataSpell only restarts the jupyter kernel after clicking the restart button 2 times

I installed DataSpell on Ubuntu, but when I try to restart the kernel on a Jupyter notebook the code doesn't run again until I restart again. In the pictures we can see clearly, after the first restart it appears HTTP/1.1 404 Not Found and in the…
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DataSpell debugger often does not stop on breakpoints

The Dataspell debugger is flakey. Any hints on how to get some better results on breakpoints? In the screenshot below we can see several breakpoints: none of them are respected. I have cleared breakpoints, restarted the notebook etc. There does…
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How to set environment variables in DataSpell and access them in a Jupyter notebook?

In JetBrains PyCharm, runtime environment variables can be set from Run > Edit Configurations. However, in JetBrains DataSpell, I can't find the Run Configurations menu option. I can add env vars for Terminal or Console from the Preferences menu,…
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DataSpell running very slow

My projects run so much slower in JetBrains DataSpell rather than Jupyter notebook. When I try to hyper-tune my parameters using sklearn it takes nearly 50 times longer than when on Jupyter notebook. Does anyone have any solutions?
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JetBrains DataSpell ModuleNotFoundError error when package is installed

I use ipynb-file. When I try to import prophet library I get this: ModuleNotFoundError: No module named 'prophet'. But this package is installed and it is in my current environment. Jupyter server's interpreter have prophet library. When I move…
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DataSpell (JetBrains) shows in Jupyter notebook the error: "WebGL is not supported by your browser ..."

The following code works with Anaconda/Jupyter in the browser but not in the DataSpell Jupyter notebook. As output DataSpell shows: "WebGL is not supported by your browser …". import plotly.graph_objects as go import pandas as pd # Read data from…
len
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JetBrains DataSpell debugging

I'm developing code to analyze data with JetBrains DataSpell, using Python. I created a Python environment for using inside DataSpell with Anaconda and set it as working environment inside DataSpell. When I try to debug code inside DataSpell I got…
Dwarf
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Using nbdime for Jupyter notebooks under PyCharm

I'm using nbdime to diff and merge Jupyter notebooks, and aside from being a tad slow for large notebooks, I love it. However, when I try to do version control from within PyCharm, my git settings for this seem to be ignored and it does a textual…
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Dataspell outputs the following error: Local cdn resources have problems on chrome/safari when used in jupyter-notebook

faced with such an error: Local cdn resources have problems on chrome/safari when used in jupyter-notebook. It appears when working with the pyvis library. net = Network(notebook=True) net.add_nodes( [1, 2, 3, 4, 5], # node ids …
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Jetbrains DataSpell managed server doesn't work with the configured python interpreter (a conda environment running theano)

Jetbrains DataSpell looks almost awesome, but I'm having an issue with the managed servers that makes it just alright. I'm using a conda environment (which I've called pymc3_env for obvious reasons) as my interpreter. I've configured both the…
charrison
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DataSpell Group/Collapse cells in sections

I have been using DataSpell for a while and found it a very nice IDE. However, I don't know how to do the Group/Collapse cells in sections, like what I did in Jupyter notebook. Anybody can help me with that?
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DataSpell Markdown formatting

Just started using JetBrains DataSpell and I have noticed formatting Markdown cell is not as elegant as with conventional Jupyter Notebook. Text rendered is annoying. Do I need a some plugins? Any insights?
kelvinmacharia254
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Cannot attach project in DataSpell

On the welcome screen of DataSpell I chose to open a project with Get from Version Control to get a project from GitHub, although in the left pane I didn't choose GitHub, so it created an empty .git repository. After that, I git cloned elsewhere the…
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DataSpell no "New Project" and other path related things messed up

In DataSpell, my New Project and Open Project buttons are replaced by New Workspace Directory and Attach Directory respectively. I want my buttons back! When I try to open any previous projects they now show an error, "Cannot attach project: Module…
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