flex-rf

flex-rf is a software package for extremely large radio-frequency and microwave electrodynamics simulations using the finite-difference time-domain (FDTD) method. You can work with flex-rf through the Python package or through a web-based graphical user interface.

Read the RF documentation for guides, examples, and API reference material.

Quickstart

Install the latest stable flex-rf package:

pip install --user flex-rf

Configure flex-rf with the API key from your account:

Get your API key from the RF GUI.
Run:

flex-rf configure --apikey=XXX

flex-rf stores credentials in its own configuration, separate from Tidy3D. By default this is ~/.config/flex-rf/config.toml; if FLEX_RF_BASE_DIR is set, the file is written under $FLEX_RF_BASE_DIR/config/config.toml.

Environment precedence for API keys is:

FLEX_RF_APIKEY
the flex-rf config.toml

Runtime-only logging and local cache settings can be configured with flex_rf.config and are applied only around flex_rf.web calls:

import flex_rf

flex_rf.config.logging.level = "ERROR"
flex_rf.config.local_cache.enabled = False

These runtime settings are process-local and are not written to flex-rf or Tidy3D config files. Persistent cache enablement, directory, and size limits are configured through the CLI:

flex-rf cache configure --enabled --directory ~/.cache/flex-rf/simulations --max-size-gb 20 --max-entries 1000
flex-rf cache info
flex-rf cache clear

For wrapper-phase notebooks that need to silence Tidy3D warnings before a flex_rf.web call, use the Tidy3D compatibility namespace directly:

import flex_rf.tidy3d as rf

rf.config.logging.level = "ERROR"

Start Here

After installation, choose the workflow that fits how you want to work with flex-rf.

Choose Your Workflow

Use the Python package when you want scriptable simulation setup, automation, and postprocessing.
Use the RF GUI when you want a browser-based workflow for simulation setup and job management: RF GUI
Open the RF API reference for the main flex-rf and Tidy3D microwave entry points: Tidy3D microwave API reference

Learn More

About our solver

Metadata

Release files for flex-rf 0.1.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Built distributions (wheels)

Table of built distributions (wheels) for flex-rf 0.1.1
File	Interpreter	ABI	Platform	Reset
flex_rf-0.1.1-cp314-cp314-win_amd64.whl 19.6 kB Jun 16, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
flex_rf-0.1.1-cp314-cp314-musllinux_1_2_x86_64.whl 1.0 MB Jun 16, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-64	Details
flex_rf-0.1.1-cp314-cp314-musllinux_1_2_aarch64.whl 996.7 kB Jun 16, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ ARM64	Details
flex_rf-0.1.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 17.3 kB Jun 16, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
flex_rf-0.1.1-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 16.8 kB Jun 16, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64	Details
flex_rf-0.1.1-cp314-cp314-macosx_11_0_arm64.whl 16.3 kB Jun 16, 2026	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
flex_rf-0.1.1-cp314-cp314-macosx_10_15_x86_64.whl 15.9 kB Jun 16, 2026	CPython 3.14	CPython 3.14	macOS 10.15+ x86-64	Details
flex_rf-0.1.1-cp313-cp313-win_amd64.whl 19.4 kB Jun 16, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
flex_rf-0.1.1-cp313-cp313-musllinux_1_2_x86_64.whl 1.0 MB Jun 16, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details
flex_rf-0.1.1-cp313-cp313-musllinux_1_2_aarch64.whl 996.7 kB Jun 16, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ ARM64	Details
flex_rf-0.1.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 17.3 kB Jun 16, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
flex_rf-0.1.1-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 16.8 kB Jun 16, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64	Details
flex_rf-0.1.1-cp313-cp313-macosx_11_0_arm64.whl 16.3 kB Jun 16, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
flex_rf-0.1.1-cp313-cp313-macosx_10_13_x86_64.whl 15.9 kB Jun 16, 2026	CPython 3.13	CPython 3.13	macOS 10.13+ x86-64	Details
flex_rf-0.1.1-cp312-cp312-win_amd64.whl 19.4 kB Jun 16, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
flex_rf-0.1.1-cp312-cp312-musllinux_1_2_x86_64.whl 1.0 MB Jun 16, 2026	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-64	Details
flex_rf-0.1.1-cp312-cp312-musllinux_1_2_aarch64.whl 996.7 kB Jun 16, 2026	CPython 3.12	CPython 3.12	Linux musl 1.2+ ARM64	Details
flex_rf-0.1.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 17.3 kB Jun 16, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
flex_rf-0.1.1-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 16.8 kB Jun 16, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.28+ x86-64, Linux glibc 2.5+ x86-64	Details
flex_rf-0.1.1-cp312-cp312-macosx_11_0_arm64.whl 16.3 kB Jun 16, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
flex_rf-0.1.1-cp312-cp312-macosx_10_13_x86_64.whl 15.9 kB Jun 16, 2026	CPython 3.12	CPython 3.12	macOS 10.13+ x86-64	Details
flex_rf-0.1.1-cp311-cp311-win_amd64.whl 19.4 kB Jun 16, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
flex_rf-0.1.1-cp311-cp311-musllinux_1_2_x86_64.whl 1.0 MB Jun 16, 2026	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-64	Details
flex_rf-0.1.1-cp311-cp311-musllinux_1_2_aarch64.whl 996.7 kB Jun 16, 2026	CPython 3.11	CPython 3.11	Linux musl 1.2+ ARM64	Details
flex_rf-0.1.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 17.3 kB Jun 16, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
flex_rf-0.1.1-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 16.8 kB Jun 16, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.28+ x86-64, Linux glibc 2.5+ x86-64	Details
flex_rf-0.1.1-cp311-cp311-macosx_11_0_arm64.whl 16.3 kB Jun 16, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
flex_rf-0.1.1-cp311-cp311-macosx_10_9_x86_64.whl 15.8 kB Jun 16, 2026	CPython 3.11	CPython 3.11	macOS 10.9+ x86-64	Details

Total release size: 8.5 MB

Release files / flex_rf-0.1.1-cp314-cp314-win_amd64.whl

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Size	19.6 kB
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Release files / flex_rf-0.1.1-cp314-cp314-musllinux_1_2_x86_64.whl

Download URL	flex_rf-0.1.1-cp314-cp314-musllinux_1_2_x86_64.whl
Size	1.0 MB
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Release files / flex_rf-0.1.1-cp314-cp314-musllinux_1_2_aarch64.whl

Download URL	flex_rf-0.1.1-cp314-cp314-musllinux_1_2_aarch64.whl
Size	996.7 kB
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Release files / flex_rf-0.1.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Size	17.3 kB
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Size	16.8 kB
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Release files / flex_rf-0.1.1-cp314-cp314-macosx_11_0_arm64.whl

Download URL	flex_rf-0.1.1-cp314-cp314-macosx_11_0_arm64.whl
Size	16.3 kB
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Release files / flex_rf-0.1.1-cp314-cp314-macosx_10_15_x86_64.whl

Download URL	flex_rf-0.1.1-cp314-cp314-macosx_10_15_x86_64.whl
Size	15.9 kB
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Release files / flex_rf-0.1.1-cp313-cp313-win_amd64.whl

Download URL	flex_rf-0.1.1-cp313-cp313-win_amd64.whl
Size	19.4 kB
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Release files / flex_rf-0.1.1-cp313-cp313-musllinux_1_2_x86_64.whl

Download URL	flex_rf-0.1.1-cp313-cp313-musllinux_1_2_x86_64.whl
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Release files / flex_rf-0.1.1-cp313-cp313-musllinux_1_2_aarch64.whl

Download URL	flex_rf-0.1.1-cp313-cp313-musllinux_1_2_aarch64.whl
Size	996.7 kB
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Size	17.3 kB
Tags	CPython 3.13 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64
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Size	19.4 kB
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Download URL	flex_rf-0.1.1-cp312-cp312-musllinux_1_2_x86_64.whl
Size	1.0 MB
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Size	996.7 kB
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Download URL	flex_rf-0.1.1-cp312-cp312-macosx_11_0_arm64.whl
Size	16.3 kB
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Upload date	Jun 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.2.0 CPython/3.11.15`

Release files / flex_rf-0.1.1-cp312-cp312-macosx_10_13_x86_64.whl

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Upload date	Jun 16, 2026
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Uploaded via	`twine/6.2.0 CPython/3.11.15`

Release files / flex_rf-0.1.1-cp311-cp311-win_amd64.whl

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Upload date	Jun 16, 2026
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Uploaded via	`twine/6.2.0 CPython/3.11.15`

Release files / flex_rf-0.1.1-cp311-cp311-musllinux_1_2_x86_64.whl

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Upload date	Jun 16, 2026
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Uploaded via	`twine/6.2.0 CPython/3.11.15`

Release files / flex_rf-0.1.1-cp311-cp311-musllinux_1_2_aarch64.whl

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Upload date	Jun 16, 2026
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Uploaded via	`twine/6.2.0 CPython/3.11.15`

Release files / flex_rf-0.1.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Upload date	Jun 16, 2026
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Uploaded via	`twine/6.2.0 CPython/3.11.15`

Release files / flex_rf-0.1.1-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

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Size	16.8 kB
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Upload date	Jun 16, 2026
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Uploaded via	`twine/6.2.0 CPython/3.11.15`

Release files / flex_rf-0.1.1-cp311-cp311-macosx_11_0_arm64.whl

Download URL	flex_rf-0.1.1-cp311-cp311-macosx_11_0_arm64.whl
Size	16.3 kB
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Upload date	Jun 16, 2026
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Uploaded via	`twine/6.2.0 CPython/3.11.15`

Release files / flex_rf-0.1.1-cp311-cp311-macosx_10_9_x86_64.whl

Download URL	flex_rf-0.1.1-cp311-cp311-macosx_10_9_x86_64.whl
Size	15.8 kB
Tags	CPython 3.11 macOS 10.9+ x86-64
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Upload date	Jun 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.2.0 CPython/3.11.15`