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#ploomber

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Ploomber<p>🐳 Dockerize FastAPI &amp; Ploomber🚀</p><p>Learn to containerize FastAPI apps:</p><p>⚡ DuckDB: Fast, in-memory SQL database.<br />⚡ Structure: ETL, app, &amp; tests.<br />⚡ Dockerfile:<br />✅ RUN vs CMD.<br />✅ Python base.<br />✅ Poetry for dependencies.<br />✅ Ploomber for data prep.<br />✅ Expose port 8000.<br />✅ Launch with Uvicorn.</p><p>Dive in: <a href="https://ploomber-sql.readthedocs.io/en/latest/mini-projects/recommendation-system/packaging-with-docker.html" target="_blank" rel="nofollow noopener noreferrer" translate="no"><span class="invisible">https://</span><span class="ellipsis">ploomber-sql.readthedocs.io/en</span><span class="invisible">/latest/mini-projects/recommendation-system/packaging-with-docker.html</span></a> <br />Give JupySQL a star: <a href="https://github.com/ploomber/jupysql" target="_blank" rel="nofollow noopener noreferrer" translate="no"><span class="invisible">https://</span><span class="">github.com/ploomber/jupysql</span><span class="invisible"></span></a></p><p><a href="https://fosstodon.org/tags/Docker" class="mention hashtag" rel="tag">#<span>Docker</span></a> <a href="https://fosstodon.org/tags/FastAPI" class="mention hashtag" rel="tag">#<span>FastAPI</span></a> <a href="https://fosstodon.org/tags/Ploomber" class="mention hashtag" rel="tag">#<span>Ploomber</span></a> <a href="https://fosstodon.org/tags/SQL" class="mention hashtag" rel="tag">#<span>SQL</span></a> <a href="https://fosstodon.org/tags/DuckDB" class="mention hashtag" rel="tag">#<span>DuckDB</span></a></p>
Ploomber<p>Unveiling a detailed walkthrough on visualizing <a href="https://fosstodon.org/tags/SQL" class="mention hashtag" rel="tag">#<span>SQL</span></a> queries with Plotly, a versatile <a href="https://fosstodon.org/tags/visualization" class="mention hashtag" rel="tag">#<span>visualization</span></a> library, using the <a href="https://fosstodon.org/tags/Ploomber" class="mention hashtag" rel="tag">#<span>Ploomber</span></a> package in our latest blog post. </p><p>Gain insights into the process from ground zero- starting with package installation, <a href="https://fosstodon.org/tags/data" class="mention hashtag" rel="tag">#<span>data</span></a> loading, creating, and loading tables onto a Python-SQL Jupyter Notebook, to the grand finale - visualizing data via various plots.</p><p>🔗 Google Colab: <a href="https://colab.research.google.com/github/ploomber/sql/blob/main/colabs/visualizing-your-sql-queries/plotting-with-plotly.ipynb" target="_blank" rel="nofollow noopener noreferrer" translate="no"><span class="invisible">https://</span><span class="ellipsis">colab.research.google.com/gith</span><span class="invisible">ub/ploomber/sql/blob/main/colabs/visualizing-your-sql-queries/plotting-with-plotly.ipynb</span></a> </p><p>🔗 JupyterBook: <a href="https://ploomber-sql.readthedocs.io/en/latest/visualizing-your-sql-queries/plotting-with-plotly.html" target="_blank" rel="nofollow noopener noreferrer" translate="no"><span class="invisible">https://</span><span class="ellipsis">ploomber-sql.readthedocs.io/en</span><span class="invisible">/latest/visualizing-your-sql-queries/plotting-with-plotly.html</span></a> </p><p><a href="https://fosstodon.org/tags/DataVisualization" class="mention hashtag" rel="tag">#<span>DataVisualization</span></a> <a href="https://fosstodon.org/tags/Plotly" class="mention hashtag" rel="tag">#<span>Plotly</span></a></p>
Juan Luis<p>Noticias sobre Python y Datos de la semana, episodio 73 🐍⚙️</p><p>En resumen: Versiones nuevas de JupySQL, Modin, Prefect y más, machine learning "doble", detección de comunidades en grafos, ojo a la chi2 de scikit-learn, y noticias del viejo Spyder</p><p><a href="https://astrojuanlu.substack.com/p/episodio-73" rel="nofollow noopener noreferrer" target="_blank"><span class="invisible">https://</span><span class="ellipsis">astrojuanlu.substack.com/p/epi</span><span class="invisible">sodio-73</span></a></p><p>Apoya el noticiero suscribiéndote por correo 📬</p><p><a href="https://social.juanlu.space/tags/python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>python</span></a> <a href="https://social.juanlu.space/tags/pydata" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>pydata</span></a> <a href="https://social.juanlu.space/tags/jupysql" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>jupysql</span></a> <a href="https://social.juanlu.space/tags/ploomber" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ploomber</span></a> <a href="https://social.juanlu.space/tags/modin" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>modin</span></a> <a href="https://social.juanlu.space/tags/prefect" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>prefect</span></a> <a href="https://social.juanlu.space/tags/doubleml" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>doubleml</span></a> <a href="https://social.juanlu.space/tags/networkx" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>networkx</span></a> <a href="https://social.juanlu.space/tags/sklearn" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>sklearn</span></a> <a href="https://social.juanlu.space/tags/spyder" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>spyder</span></a></p>
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