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FlexMeasures
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FlexMeasures/flexmeasures

The intelligent & developer-friendly EMS to support real-time energy flexibility apps, rapidly and scalable.

Python ◇ backend Apache-2.0
★209STARS
⑂60FORKS
!204ISSUES
🏆#7,132GLOBAL RANK
🔥2DAYS TRENDING
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Momentum

+10

STARS · LAST 30 DAYS

1

PER DAY

#876

MOST-STARRED Python

Window7 days30 days90 days
Stars gained+7+10+90
Per day111
Forks gained+1+3+10

flexmeasures gained 10 stars in the last 30 days, about 1 a day, and now has 209. It is about 6 years old and has averaged roughly 35 stars a year. It ranks #876 among Python repositories and #7,132 across all languages on GitHubRepo.

Trending Record

flexmeasures has maintained a continuous presence across global trending indexes, peaking at #6394. Below is the 30-day activity profile:

💡 Overview

flexmeasures is an open-source project written in Python: The intelligent & developer-friendly EMS to support real-time energy flexibility apps, rapidly and scalable.

Engineered for speed, consistency, and developer ease, it solves common hurdles in backend, energy, energy-data. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in Python for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ pip install flexmeasures

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

flexmeasures coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.

🎯 Production Use Cases

Production System Integration

Embed flexmeasures into Python backend services to handle core application logic.

CI/CD Automated Pipelines

Run automated validation, builds, and integration suites during deployments.

Developer Tooling & Workflows

Accelerate developer onboarding with pre-configured project utilities.

Open Source Extension

Fork and customize internal modules under the repository's open Apache-2.0 license.

🚀 Getting Started

1

Install flexmeasures using your package manager: `pip install flexmeasures`

2

Initialize your project workspace or configuration file for flexmeasures.

3

Import flexmeasures into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `flexmeasures --help` to verify successful setup.

👍 Strengths

Active community backing with 209 GitHub stars and verified adoption.
Permissive open-source distribution under the Apache-2.0 license.
Built in Python for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Python and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

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👥 Who Should Use This

Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.

🏆 Nearby in the Rankings

FlexMeasures/flexmeasures is currently ranked #7,132 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#7,117 wasilibs/go-re2 Go ★ 210 Compare ↗
#7,117 arangodb/arangodb-java-driver Java ★ 210 Compare ↗
#7,117 idealo/mongodb-slow-operations-profiler Java ★ 210 Compare ↗
#7,117 shenaba/2s-ui Go ★ 210 Compare ↗
#7,117 niki914/zafiro Kotlin ★ 210 Compare ↗
#7,132 FlexMeasures/flexmeasures This Project Python ★ 209
#7,132 hellogumbo/awesome-jev JavaScript ★ 209 Compare ↗
#7,132 alno/irwi Ruby ★ 209 Compare ↗
#7,132 openhab/openhab-ios Swift ★ 209 Compare ↗
#7,132 contentful/contentful.swift Swift ★ 209 Compare ↗
#7,132 getsentry/sentry-kotlin-multiplatform Kotlin ★ 209 Compare ↗

Frequently Asked Questions

What does flexmeasures do? +

The intelligent & developer-friendly EMS to support real-time energy flexibility apps, rapidly and scalable.

What language is flexmeasures written in? +

The primary language is Python. Topics include: backend, energy, energy-data, energy-flexibility, machine-learning.

Is flexmeasures actively maintained? +

Yes, the last recorded push was on Sep 30, 2026 with 204 open issues being tracked.

How many stars does flexmeasures have? +

flexmeasures has 209 stars and 60 forks on GitHub.

How does flexmeasures rank among GitHub repositories? +

With 209 stars, FlexMeasures/flexmeasures is ranked #7,132 globally across all repositories tracked on GitHubRepo and #876 among Python projects.

What license is flexmeasures distributed under? +

The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.

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