Pragmatic AI Labs

ETL Pipelines with Rust

Noah Gift

Instructor: Noah Gift

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Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

6 hours to complete
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

6 hours to complete
Flexible schedule
Learn at your own pace

What you'll learn

  • Design typed Rust ETL pipelines that uphold a totality contract — every input row either yields a validated record or a structured error.

  • Write dual-format sinks that emit NDJSON and CSV from a single pipeline pass using the Write trait, with round-trip invariants verified by proptest

  • Build thiserror-based error enums that propagate with ? and give every pipeline run a structured, auditable exit code

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Assessments

5 assignments

Taught in English
Recently updated!

April 2026

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There are 5 modules in this course

Covers ETL pattern, type safety, Rust vs. Bash/Python, ReaderBuilder, and StringRecord.

What's included

5 videos5 readings1 assignment

Covers totality invariant, audit compliance, transform signature, error channel, and accumulation vs. short-circuit.

What's included

6 videos4 readings1 assignment

Covers NDJSON format, serde_json::to_string(), NDJSON advantages, serde Serialize, and csv::Writer.

What's included

6 videos4 readings1 assignment

Covers thin orchestrator, function composition, exit codes, thiserror derive, and ? propagation.

What's included

6 videos4 readings1 assignment

Integrate every stage of the ETL pipeline into one end-to-end Rust program. The capstone has two tracks: a local Cargo project with a passing test suite and a zero-install Playground reading that runs end-to-end in any browser at play.rust-lang.org.

What's included

4 readings1 assignment

Instructor

Noah Gift
Pragmatic AI Labs
38 Courses2,629 learners

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