ScalaintermediatebackendAI generated

Streaming Log Processor

Consume log records, aggregate metrics in windows, and write summaries with backpressure. This Scala project practices Scala fundamentals, practical problem decomposition, validation, and maintainable implementation.

Estimate
~8h
Steps
5
Completed by
0
Proposed by
codeseed.app

sbt · Cats Effect · http4s

Project roadmap

  1. 01

    Define the system contract

    ~1h

    Document the input/output format, persistence needs, main user flow, and failure behavior for Streaming Log Processor.

  2. 02

    Implement the core workflow

    ~2h

    Build the primary Streaming Log Processor data flow with clear modules, validation, and explicit error handling.

  3. 03

    Add persistence or integration

    ~2h

    Connect Streaming Log Processor to its database, filesystem, external API, or runtime integration and handle transient failures.

  4. 04

    Harden operational behavior

    ~1.5h

    Handle duplicates, timeouts, partial failures, empty data, and restart scenarios that can affect Streaming Log Processor.

  5. 05

    Test the complete flow

    ~1.5h

    Add focused tests and realistic fixtures for successful operations and important failure paths in Streaming Log Processor.

Resources

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~8h · 5 steps

Tech stack

sbtCats Effecthttp4s