$npx skillfedfor your agent

FlowIO

FlowIO is a Python library for reading / writing Flow Cytometry Standard (FCS) files

With conditionsPyPI Information AnalysisReleased May 2025120.1K downloads / mopermissive licenseSource build

Decision gist · record as of 2026-08-14

sdist only — flowio-1.4.0.tar.gz · builds from source
v1.4.0 · released 2025-05-09 · 1 runtime deps: numpy

Yes, if you need straightforward FCS file I/O with minimal overhead. The BSD 3-Clause license is permissive, and the package is stable and production-ready. However, the 462-day gap since the last release and aging maintenance status mean you should verify that the package still meets your needs and that any bugs or compatibility issues with newer Python versions have been addressed. For advanced cytometry analysis, use FlowKit instead.AI-flagged interpretation of the facts on this page — verify before relying

Before you install

  • Requires numpy; Python 3.9 or later.
  • High install friction due to numpy as a compiled dependency.
  • The package is in aging maintenance status—last release was 462 days ago—though the repository remains active with a recent commit on 2025-11-05 and no archived status.

License · maintenance · safety

permissive license (permissive) — BSD 3-Clause License permits commercial and private use with minimal restrictions; you must retain copyright notices and disclaimers in source and binary distributions.

last release 2025-05-09 (462 days) · last repo commit 2025-11-05 · 58 stars

0 known vulnerabilities (OSV.dev, 2026-08-14) · 120,102 downloads/mo, #12,042 on PyPI

Verify before relying

pip install flowio
import flowio
fcs = flowio.FlowData('sample.fcs')
print(fcs.text)
  • Whether the 462-day gap since the last release (2025-05-09) reflects planned stability or reduced active development.
  • Performance characteristics when handling large FCS datasets or batch processing scenarios.
Same gist for agents: .md · .json

What it is and what it does

FlowIO is a lightweight Python library for reading and writing Flow Cytometry Standard (FCS) files. It focuses on minimal dependencies and straightforward parsing, making it suitable for scenarios like web server backends or simple metadata extraction from flow cytometry datasets. The library depends only on numpy and targets Python 3.9 through 3.13.

For users needing only FCS file I/O and basic data access, FlowIO provides a direct, low-overhead solution. The package is marked Production/Stable and has been maintained since 2018, though recent activity has slowed. For more advanced cytometry analysis—compensation, transformation, gating, or FlowJo workspace import—the related FlowKit library is recommended instead.

Use it for

  • Parse FCS metadata and parameters from flow cytometry experiments in a web service backend.
  • Extract raw flow cytometry data from FCS files for downstream processing in data pipelines.
  • Write standardized FCS files from processed cytometry data to share with other analysis tools.
  • Batch convert or validate FCS file format compliance across a dataset collection.
  • Integrate FCS file reading into lightweight command-line tools without heavy dependencies.

Worth the install?

AI-flagged interpretation of the facts on this page. Verify before relying on it.

With conditions

Yes, if you need straightforward FCS file I/O with minimal overhead.

The BSD 3-Clause license is permissive, and the package is stable and production-ready. However, the 462-day gap since the last release and aging maintenance status mean you should verify that the package still meets your needs and that any bugs or compatibility issues with newer Python versions have been addressed. For advanced cytometry analysis, use FlowKit instead.

Install

flowio on PyPI

Before you install

High install friction due to numpy as a compiled dependency. The package is in aging maintenance status—last release was 462 days ago—though the repository remains active with a recent commit on 2025-11-05 and no archived status.

Requires numpy; Python 3.9 or later.

License in practice

BSD 3-Clause License permits commercial and private use with minimal restrictions; you must retain copyright notices and disclaimers in source and binary distributions.

Quickstart

pip install flowio
import flowio
fcs = flowio.FlowData('sample.fcs')
print(fcs.text)

Verify before relying

  • Whether the 462-day gap since the last release (2025-05-09) reflects planned stability or reduced active development.
  • Performance characteristics when handling large FCS datasets or batch processing scenarios.

Package facts

Licensepermissive license permissive
Python supportNot specified
Install frictionHigh. Source build required
Runtime dependencies
1 package
numpy
MaintenanceAging 462 days since the last release
Last repo commit
First released
Downloads120,102 / month, #12,042 on PyPI 30-day window, as of 2026-08-14
Known vulnerabilitiesNone known OSV.dev, checked 2026-08-14
Classifiers
Development Status :: 5 - Production/StableLicense :: OSI Approved :: BSD LicenseProgramming Language :: Python :: 3.10Programming Language :: Python :: 3.11Programming Language :: Python :: 3.12Programming Language :: Python :: 3.13Programming Language :: Python :: 3.9

Evidence: flowio-1.4.0.tar.gz

Tags

Capabilities
FCS file readerflow cytometry data parsingFCS format librarycytometry file I/Oflow cytometry standardFCS file writercytometry data extraction
Topics
bioinformaticsfile-formatcytometry

Let your AI agent find packages like this

Example. Real query, live index.

You found this page by searching. An agent finds it by wishing: SkillFed indexes 14,416 PyPI packages by what they can do, searchable in plain language.

wish › “FCS file reader”

  • FlowIOFlowIO reads and writes Flow Cytometry Standard (FCS) files, the…
  • ndjsonProvides a familiar JSON Lines (ndjson) parser and writer with an API…
  • hbreaderOpens and reads files, URLs, and text strings through a single…

Give your agent the search over MCP, or paste the wish link into any chat.

More Information Analysis packages

regex Worth it
PyPI · Python Modules · released Jul 2026

A drop-in replacement for Python's standard `re` module that adds advanced regex features like nested sets, fuzzy matching, lookaround in conditionals, and full Unicode case-folding while maintaining backward compatibility.

Apache-2.0 AND CNRI-Pythoncompiled wheel · 3.10+
437.7Mdownloads / mo
pyarrow Worth it
PyPI · Information Analysis · released Aug 2026

pyarrow provides Python bindings to Apache Arrow's C++ libraries for efficient columnar data processing, serialization, and interoperability with pandas, NumPy, and other Python ecosystem tools.

Apache-2.0compiled wheel · 3.10+
432.9Mdownloads / mo
networkx Worth it
PyPI · Python Modules · released Dec 2025

NetworkX provides data structures and algorithms for creating, analyzing, and manipulating graphs and networks, supporting everything from simple undirected graphs to complex directed and weighted networks.

BSD-3-Clausepure Python
290.9Mdownloads / mo
snowflake-connector-python Worth it
PyPI · Software Development · released Aug 2026

Connects Python applications to Snowflake data warehouses using the DB API 2.0 specification, enabling SQL queries, data transfers, and warehouse operations.

Apache-2.0compiled wheel · 3.10+
193.6Mdownloads / mo
contourpy Worth it
PyPI · Information Analysis · released Jul 2025

ContourPy calculates contours of 2D quadrilateral grids using C++11 algorithms wrapped in Python, offering serial and multithreaded implementations without requiring Matplotlib as a dependency.

BSD-3-Clausecompiled wheel · 3.11+
191.2Mdownloads / mo
snowflake-snowpark-python Worth it
PyPI · Software Development · released Jul 2026

Snowpark Python provides APIs to query and process data directly in Snowflake without moving data to your local system, with support for both native Snowpark and pandas-compatible interfaces.

Install it if you use Snowflake and want to process data without moving it to your application layer.

Apache-2.0pure Python
100.7Mdownloads / mo

See also aiofile · pyxlsb · resfo · pylightxl · rosbags · laspy · mrcfile · sec-api · aiocsv · pyorc