Engineering

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How Dagster Deploys 5X Faster with Warm Docker Containers

March 7, 2023

How Dagster Deploys 5X Faster with Warm Docker Containers

Using pex, Serverless Dagster Cloud now deploys 4 to 5 times faster by avoiding the overhead of building and launching Docker images.

Engineering
Python Packages: a Primer for Data People (part 1 of 2)

March 6, 2023

Python Packages: a Primer for Data People (part 1 of 2)

The foundation of a solid Python project is mastering modules, packages and imports.

Engineering
Python Packages: a Primer for Data People (part 2 of 2)

March 6, 2023

Python Packages: a Primer for Data People (part 2 of 2)

An introduction to managing Python dependencies and some virtual environment best practices.

Engineering
Build a GitHub Support Bot with GPT3, LangChain, and Python

January 9, 2023

Build a GitHub Support Bot with GPT3, LangChain, and Python

In this tutorial, we tap into the power of OpenAI's ChatGPT to build a GitHub support bot using GPT3, LangChain, and Python.

Engineering
Getting Stuff Done: a Guide to Productive Software Engineering

November 30, 2022

Getting Stuff Done: a Guide to Productive Software Engineering

To be a more productive software engineer you need to master changes, how these affect the program and others on the team.

Engineering
Pushing REST-API data to Google Sheets with Dagster

November 11, 2022

Pushing REST-API data to Google Sheets with Dagster

A total beginners tutorial in which we store REST API data in Google Sheets and learn some key abstractions.

Engineering
Adding Types to a Large Python Codebase

November 7, 2022

Adding Types to a Large Python Codebase

What we learned when we introduced dynamically typed code to a large Python codebase, bringing Dagster's public API to 100% type coverage.

Engineering
Orchestrating Machine Learning Pipelines with Dagster

October 31, 2022

Orchestrating Machine Learning Pipelines with Dagster

How to use Dagster’s open source data orchestrator to build machine learning pipelines and train ML models.

Engineering
Build a poor man’s data lake from scratch with DuckDB

October 25, 2022

Build a poor man’s data lake from scratch with DuckDB

DuckDB is so hot right now. Learn how to build a data lake from dbt using DuckDB for SQL transformations, along with Python, Dagster, and Parquet files.

Engineering
The Unreasonable Effectiveness of Data Pipeline Smoke Tests

October 19, 2022

The Unreasonable Effectiveness of Data Pipeline Smoke Tests

Data practitioners waste time writing unit tests to catch bugs they could have caught with smoke tests.

Engineering
Web Workers are not the Answer

October 17, 2022

Web Workers are not the Answer

A tale of overstretched logs, counterintuitive web worker behavior, and ultimately a troublesome cursor issue.

Engineering
Postgres: a Better Message Queue than Kafka?

October 4, 2022

Postgres: a Better Message Queue than Kafka?

When lots of event logs must be stored and indexed, Kafka is the obvious choice. Naturally, our queue runs on Postgres.

Engineering
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