Who should use ducta?

ducta is an open-source project built for developers.

Yes — ducta is open source under the Apache-2.0 license and free to use.

What platforms does ducta run on?

ducta runs on the command line. It can also be self-hosted.

Is ducta still maintained?

The GitHub repository shows 1 commit in the last 90 days.

What are alternatives to ducta?

Similar projects tracked by PulseGate include Track Debug, ZenPress, and StarPulse.

ducta is developed by Faustino Lopez Ramos.

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ducta

Name: ducta
Author: Faustino Lopez Ramos

PyPIInfrastructure

ducta provides a unified framework for constructing data pipelines supporting batch processing, real-time streaming, machine learning workflows, and hybrid scenarios. It includes features for ETL, data quality, orchestration, and integration with Spark and other big-data tools. The package is available on PyPI with an Apache-2.0 license and is primarily used by data engineers and ML engineers to simplify complex data workflow development.

Open SourceApache-2.0CLISelf-hosted

Visit PyPI

Overview

5 features

In the Developer Tools space, ducta takes a focused approach. It focuses on building and orchestrating complex data pipelines that span batch, streaming, and machine learning workloads in a single framework. It is built as an open-source project for developers. The project is open source (Apache-2.0). It runs on the command line, and it can be self-hosted.

Faustino Lopez Ramos builds and maintains ducta, and it first shipped in 2026. Development happens publicly on GitHub with 1 commit in the last 90 days. Key capabilities include Data Pipeline, ETL, and streaming.

Summary written by a language model from the project’s public pages.

Data Pipeline
ETL
Streaming
Orchestration
MLOps

Built with & integrations

Framework

FastAPI

Runs on

CLISelf-hosted

Trust & compliance

License

Apache-2.0

Verified signals

HTTPSOpen Source GitHubActive maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed2 Aug · 17:16 UTC
ducta verified against its public source
Source: PulseGate · Open

Frequently asked questions about ducta

What is ducta?: Ducta focuses on building and orchestrating complex data pipelines that span batch, streaming, and machine learning workloads in a single framework. It is catalogued under Developer Tools on PulseGate.
Who should use ducta?: ducta is an open-source project built for developers.
Is ducta free?: Yes — ducta is open source under the Apache-2.0 license and free to use.
What platforms does ducta run on?: ducta runs on the command line. It can also be self-hosted.
Is ducta still maintained?: The GitHub repository shows 1 commit in the last 90 days.
What are alternatives to ducta?: Similar projects tracked by PulseGate include Track Debug, ZenPress, and StarPulse.Track Debug ZenPress StarPulse
Who develops ducta?: ducta is developed by Faustino Lopez Ramos.
How long has ducta been around?: ducta first shipped in 2026.

At a glance

Platforms: Cli
Languages: English
Open source: Yes (GitHub)
License: Apache-2.0
First seen: 2 Aug 2026
Built for: developers
Model: Open source
Solves: Building and orchestrating complex data pipelines that span batch, streaming, and machine learning workloads in a single framework.

Registered as

GitHub: faustinolopezramos/ducta
PyPI: ducta

Developer

Faustino Lopez Ramos

Solo developer

GitHub

Open source

View on GitHub

Stars: 0
Forks: 0
Open issues: 0
Last commit: 2 Aug 2026
Commits 90d: 1
Contributors: 1
Authorship: Solo
Default branch: main

Live coverage

Identity confidence: Low · 64
Indexed: 2 Aug 2026
Lifecycle: Alive
First seen: Aug 2026
Last seen: 2 Aug 2026

Identity audit (13)

Slug: ducta-pypi-org
Lifecycle state recorded: 2 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 2 Aug 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
Name from: Written by a language model from the project's public pages.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Last updated: 5 Aug 2026
Canonical URL: https://pypi.org/project/ducta

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