Fbdfile is a Python library to read FLIMbox data (FBD), firmware (FBF), and setting (FBS.XML) files. The FLIMbox is an FPGA-based device for high bandwidth, multi-channel data collection for fluorescence lifetime-resolved imaging (FLIM) from a pulsed laser scanning confocal microscope. The files are written by SimFCS and ISS VistaVision software.

Author:

Christoph Gohlke

License:

BSD-3-Clause

Version:

2026.8.8

DOI:

10.5281/zenodo.17136073

Quickstart

Install the fbdfile package and all dependencies from the Python Package Index:

python -m pip install -U fbdfile[all]

See Examples for using the programming interface.

Source code and support are available on GitHub.

Requirements

This revision was tested with the following requirements and dependencies (other versions may work):

Revisions

2026.8.8

  • Update BinaryFile class.

2026.6.6

  • Fix potential file handle leak in FbdFile init.

  • Fix pixel_dwell_time when scanner_line_start > 0.

  • Add options for memory-mapping and locked reading to BinaryFile.

  • Add option to memory-map FBD files.

  • Drop support for numpy 2.0 (SPEC0).

  • Support Python 3.15.

2026.3.20

  • Frames and asimage methods always refine laser_factor by default (breaking).

  • Add tri-state refine option to frames and asimage methods.

  • Add refine_settings method to refine pixel_dwell_time and laser_factor.

  • Add more decoder settings (not tested).

  • Fix decode to read all bytes from streams and fix skip/count guard.

  • Fix cluster-to-frame-marker mapping in frames fallback path.

  • Fix from_fbs header detection to use fbf_parse_header.

  • Fix decoder_settings to not swallow errors from valid decoders.

  • Use fbd_decode return value to trim markers array.

  • Drop support for Python 3.11.

2026.2.6

  • Fix code review issues.

2026.1.14

  • Improve code quality.

2025.12.12

  • Add attrs property to FbdFile.

  • Improve code quality.

2025.11.8

  • Allow to override FbdFile decoder, firmware, and settings.

  • Always try to load settings from .fbs.xml file.

  • Factor out BinaryFile base class.

  • Derive FbdFileError from ValueError.

  • Build ABI3 wheels.

2025.9.18

  • Fix reading FBF and FBS files from streams.

2025.9.17

  • Make frame_markers a numpy array.

  • Add options to specify number of OpenMP threads.

2025.9.16

  • Initial alpha release based on lfdfiles 2025.7.31.

Notes

The API is not stable yet and might change between revisions.

The latest Microsoft Visual C++ Redistributable for Visual Studio 2015-2022 is required on Windows.

The FLIMbox formats are undocumented and may vary between software and firmware revisions. This implementation is based on reverse engineering existing files. No guarantee can be made as to the correctness of code and documentation.

FBD (FLIMbox data) files contain a raw stream of encoded 16-bit or 32-bit words produced by the FLIMbox FPGA. Some newer files contain embedded firmware and acquisition headers before the encoded data stream. Legacy-format files have no header; acquisition settings are inferred from a 4-character tag in the filename that encodes frame size, pixel dwell time, FLIMbox configuration (time windows, channels, and harmonics), and scanner type.

FBF (FLIMbox firmware) files contain a NULL-terminated ASCII string of slash-separated key=value pairs followed by the binary FPGA firmware. They may be embedded at the start of an FBD file or distributed as standalone files.

FBS.XML files are XML settings files written by ISS VistaVision that may accompany FBD files and provide acquisition parameters such as frame size, pixel dwell time, scanner, and laser settings.

SimFCS, a.k.a. Globals for Images, is software for fluorescence image acquisition, analysis, and simulation, developed by Enrico Gratton at UCI.

VistaVision is commercial software for instrument control, data acquisition, and data processing by ISS Inc (Champaign, IL).

Examples

Import functions and classes used in these examples:

>>> from fbdfile import FbdFile

Read a FLIM lifetime image and metadata from an FBD file:

>>> with FbdFile(
...     'tests/data/flimbox_data$CBCO.fbd', pixel_dwell_time=0.937
... ) as fbd:
...     bins, times, markers = fbd.decode()
...     image = fbd.asimage()
>>> image.shape
(1, 2, 256, 256, 64)
>>> print(bins[0, :2], times[:2], markers[:2])
[50 58] [ 0 32] [1944097 2024815]
>>> import numpy
>>> hist = [numpy.bincount(b[b >= 0]) for b in bins]
>>> int(hist[0].argmax())
53

View the histogram and metadata in a FLIMbox data file from the console:

$ python -m fbdfile tests/data/flimbox_data$CBCO.fbd

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for cgohlke from gravatar.com cgohlke

Credits

Author: Christoph Gohlke

License

BSD-3-Clause

Requires

Python >=3.12

Provides Extra

all

Classifiers

Report project as malware

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

fbdfile-2026.8.8.tar.gz (57.6 kB view details)

Uploaded Source

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

fbdfile-2026.8.8-cp315-cp315t-win_arm64.whl (314.3 kB view details)

Uploaded CPython 3.15tWindows ARM64

fbdfile-2026.8.8-cp315-cp315t-win_amd64.whl (278.6 kB view details)

Uploaded CPython 3.15tWindows x86-64

fbdfile-2026.8.8-cp315-cp315t-win32.whl (136.8 kB view details)

Uploaded CPython 3.15tWindows x86

fbdfile-2026.8.8-cp315-cp315t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (1.1 MB view details)

Uploaded CPython 3.15tmanylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

fbdfile-2026.8.8-cp315-cp315t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (1.1 MB view details)

Uploaded CPython 3.15tmanylinux: glibc 2.17+ ARM64manylinux: glibc 2.28+ ARM64

fbdfile-2026.8.8-cp315-cp315t-macosx_11_0_arm64.whl (174.2 kB view details)

Uploaded CPython 3.15tmacOS 11.0+ ARM64

fbdfile-2026.8.8-cp315-cp315t-macosx_10_15_x86_64.whl (173.2 kB view details)

Uploaded CPython 3.15tmacOS 10.15+ x86-64

fbdfile-2026.8.8-cp314-cp314t-win_arm64.whl (314.3 kB view details)

Uploaded CPython 3.14tWindows ARM64

fbdfile-2026.8.8-cp314-cp314t-win_amd64.whl (278.6 kB view details)

Uploaded CPython 3.14tWindows x86-64

fbdfile-2026.8.8-cp314-cp314t-win32.whl (136.7 kB view details)

Uploaded CPython 3.14tWindows x86

fbdfile-2026.8.8-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (1.1 MB view details)

Uploaded CPython 3.14tmanylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

fbdfile-2026.8.8-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (1.1 MB view details)

Uploaded CPython 3.14tmanylinux: glibc 2.17+ ARM64manylinux: glibc 2.28+ ARM64

fbdfile-2026.8.8-cp314-cp314t-macosx_11_0_arm64.whl (174.3 kB view details)

Uploaded CPython 3.14tmacOS 11.0+ ARM64

fbdfile-2026.8.8-cp314-cp314t-macosx_10_15_x86_64.whl (173.6 kB view details)

Uploaded CPython 3.14tmacOS 10.15+ x86-64

fbdfile-2026.8.8-cp312-abi3-win_arm64.whl (299.0 kB view details)

Uploaded CPython 3.12+Windows ARM64

fbdfile-2026.8.8-cp312-abi3-win_amd64.whl (263.6 kB view details)

Uploaded CPython 3.12+Windows x86-64

fbdfile-2026.8.8-cp312-abi3-win32.whl (124.1 kB view details)

Uploaded CPython 3.12+Windows x86

fbdfile-2026.8.8-cp312-abi3-pyemscripten_2026_5_wasm32.whl (86.6 kB view details)

Uploaded CPython 3.12+PyEmscripten 2026.5 wasm32

fbdfile-2026.8.8-cp312-abi3-pyemscripten_2026_0_wasm32.whl (86.6 kB view details)

Uploaded CPython 3.12+PyEmscripten 2026.0 wasm32

fbdfile-2026.8.8-cp312-abi3-pyemscripten_2025_0_wasm32.whl (86.8 kB view details)

Uploaded CPython 3.12+PyEmscripten 2025.0 wasm32

fbdfile-2026.8.8-cp312-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (1.0 MB view details)

Uploaded CPython 3.12+manylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

fbdfile-2026.8.8-cp312-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (990.7 kB view details)

Uploaded CPython 3.12+manylinux: glibc 2.17+ ARM64manylinux: glibc 2.28+ ARM64

fbdfile-2026.8.8-cp312-abi3-macosx_11_0_arm64.whl (157.4 kB view details)

Uploaded CPython 3.12+macOS 11.0+ ARM64

fbdfile-2026.8.8-cp312-abi3-macosx_10_13_x86_64.whl (159.8 kB view details)

Uploaded CPython 3.12+macOS 10.13+ x86-64

File details

Details for the file fbdfile-2026.8.8.tar.gz.

File metadata

  • Download URL: fbdfile-2026.8.8.tar.gz
  • Upload date:
  • Size: 57.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/7.0.0 CPython/3.14.7

File hashes

Hashes for fbdfile-2026.8.8.tar.gz
Algorithm Hash digest
SHA256 7b554875d7975ba90ffa8cae34e8ae01c0fbb06ce3d0adf9c103ad612921083a
MD5 43632deea88d37085977dffe60e86151
BLAKE2b-256 e471db65bd2029e8eb1e0fbf608752a388f1714461fc401f6492146e65a907ae

See more details on using hashes here.

File details

Details for the file fbdfile-2026.8.8-cp315-cp315t-win_arm64.whl.

File metadata

File hashes

Hashes for fbdfile-2026.8.8-cp315-cp315t-win_arm64.whl
Algorithm Hash digest
SHA256 c846bb96ff42a8eb90ec0e7e776794aafc3e88ea670d64619608a92c44ac4458
MD5 3e4fe60f0bce0688e55e731af532c2ef
BLAKE2b-256 52dfd7362beca30b477a62705b910eeff9753550d9a4fb63652d89c4df6f250c

See more details on using hashes here.

File details

Details for the file fbdfile-2026.8.8-cp315-cp315t-win_amd64.whl.

File metadata

File hashes

Hashes for fbdfile-2026.8.8-cp315-cp315t-win_amd64.whl
Algorithm Hash digest
SHA256 1559820dfd17f86e1c1510465fc4dfc497d14e40c0f2499f9dde9b018ac293b2
MD5 3dd317981d18c725486ba9da0e4b5867
BLAKE2b-256 72658b25af90bf6488ae165d26d707529527436652324e9d4b9b245696e93bb8

See more details on using hashes here.

File details

Details for the file fbdfile-2026.8.8-cp315-cp315t-win32.whl.

File metadata

  • Download URL: fbdfile-2026.8.8-cp315-cp315t-win32.whl
  • Upload date:
  • Size: 136.8 kB
  • Tags: CPython 3.15t, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/7.0.0 CPython/3.14.7

File hashes

Hashes for fbdfile-2026.8.8-cp315-cp315t-win32.whl
Algorithm Hash digest
SHA256 8c0e617e4fd0bd606cebc38cd89613a3f5e2ee5d235ad0cf392d7ee21c89ed18
MD5 76c334d5fb2fba65ac4bb9ab59625763
BLAKE2b-256 b51013c06735042dbe5896652cddd8cada3fb87e69d2c9ea5b9a73f0ba232ce9

See more details on using hashes here.

File details

Details for the file fbdfile-2026.8.8-cp315-cp315t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for fbdfile-2026.8.8-cp315-cp315t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 4f7ba3e52c35e5971d32c0f5c1144cba71e86bd85f2c16a814f8229a1f240130
MD5 95c95e859ca2a332771911302d634440
BLAKE2b-256 70ab3ca933452ecd568985409e47d3f32526c1b4c2e3fc123b632358326c1f05

See more details on using hashes here.

File details

Details for the file fbdfile-2026.8.8-cp315-cp315t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for fbdfile-2026.8.8-cp315-cp315t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 4098ffcabb1b30e386c0cde5c429164ec2af4699bad94b6057bdc7bd2e9fdf48
MD5 cec8ab1ce0aefc99855a045f7cb18d1e
BLAKE2b-256 9b3ee910a2925a12fac1687c25c094924709e5dcbce9e17ba9bc8d5bb47bae1b

See more details on using hashes here.

File details

Details for the file fbdfile-2026.8.8-cp315-cp315t-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for fbdfile-2026.8.8-cp315-cp315t-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 16ac1185052928825a9a04e8cacf11f84891211a22d59128d2de6557babf8b6f
MD5 a1a5dd410e2baae1311bf62bb09fa703
BLAKE2b-256 d12a3b3f6379561b1b5522262cd46206f746be764a44a377406be5502222e38e

See more details on using hashes here.

File details

Details for the file fbdfile-2026.8.8-cp315-cp315t-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for fbdfile-2026.8.8-cp315-cp315t-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 35b7aec4bb55b1e63a8222e31ada84c5062cffcdc7d1b96b487661638f935473
MD5 83fd70fbddb397512b94b476fa443802
BLAKE2b-256 526eeb4701b1e9a817c82bf8b5d54dad60adead519f8ec21ab806ee6c9da3cf9

See more details on using hashes here.

File details

Details for the file fbdfile-2026.8.8-cp314-cp314t-win_arm64.whl.

File metadata

File hashes

Hashes for fbdfile-2026.8.8-cp314-cp314t-win_arm64.whl
Algorithm Hash digest
SHA256 5bfb03784334ec4f2047a794b33ce9af9300a2fa47cc188ff3460a88c65d6ab5
MD5 81e26f3f6c86c2b292f66dc4bc1b5b58
BLAKE2b-256 a5b7f2ddc35667b1ec5404548369d6daa0fb9439e34e203c96190080b176b94d

See more details on using hashes here.

File details

Details for the file fbdfile-2026.8.8-cp314-cp314t-win_amd64.whl.

File metadata

File hashes

Hashes for fbdfile-2026.8.8-cp314-cp314t-win_amd64.whl
Algorithm Hash digest
SHA256 383cbba7df352b7ecaece6500d52bc149ceaa1714949a9025ac7e5be48b74e21
MD5 b9b7ebdab5dab8ac1ecd3ed83f7b4a35
BLAKE2b-256 191b513c7697a204362573e429e79e2ea8ba0c7ecaf30fc709342fc385cd2ee7

See more details on using hashes here.

File details

Details for the file fbdfile-2026.8.8-cp314-cp314t-win32.whl.

File metadata

  • Download URL: fbdfile-2026.8.8-cp314-cp314t-win32.whl
  • Upload date:
  • Size: 136.7 kB
  • Tags: CPython 3.14t, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/7.0.0 CPython/3.14.7

File hashes

Hashes for fbdfile-2026.8.8-cp314-cp314t-win32.whl
Algorithm Hash digest
SHA256 fb8441de5a87e4fd793a0ae0ff423e782dab020c828ae4d1190a58b277161840
MD5 a3a0bf6c7fe66a29a4282605a4910f40
BLAKE2b-256 b76e044dcb4aa7c9ea1a77b9909c0cbc5e2149c8d24fbeebcd877254e93bbb55

See more details on using hashes here.

File details

Details for the file fbdfile-2026.8.8-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for fbdfile-2026.8.8-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 02a1494986b51939dc9ab0a427b826bbb15ff86467714035d1cc737148f56f25
MD5 8506d6c21c552a2ef98e52a352ad2cce
BLAKE2b-256 54dd38f71f2941b6778d9fe087c817f6f945c8e9a6e5b8197d1e8217530099f6

See more details on using hashes here.

File details

Details for the file fbdfile-2026.8.8-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for fbdfile-2026.8.8-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 4a087e8cdf669f67feb45db4f3d4af0bcb264f7119688b5dabebc98d18f23de3
MD5 573a183366e0e27b3a4331803095cd57
BLAKE2b-256 80b6fbf451fbf7f7e6a36d19de1117ad604616bc07c6824569e62be4ff639d84

See more details on using hashes here.

File details

Details for the file fbdfile-2026.8.8-cp314-cp314t-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for fbdfile-2026.8.8-cp314-cp314t-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 4250caa34a7fa8a20e9b05328df22466a2b06cde8d3825c69f36a47cacd95a05
MD5 f8741b2ea94ca597a51ec52499435284
BLAKE2b-256 a9339f1492a9e09794414b108a04b8c8c1a47b0ac9009d936fd5c0a97dc017b3

See more details on using hashes here.

File details

Details for the file fbdfile-2026.8.8-cp314-cp314t-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for fbdfile-2026.8.8-cp314-cp314t-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 bb60341a6530be6281e296b4ecb78a26863dde25b136700e848f77e56b23842c
MD5 4ce113ff97cd3ca0be465df03d375083
BLAKE2b-256 e9b6da68749d4dda0c6288c75c80e058904f4ebc0fc4ad40c3c648db838a024f

See more details on using hashes here.

File details

Details for the file fbdfile-2026.8.8-cp312-abi3-win_arm64.whl.

File metadata

  • Download URL: fbdfile-2026.8.8-cp312-abi3-win_arm64.whl
  • Upload date:
  • Size: 299.0 kB
  • Tags: CPython 3.12+, Windows ARM64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/7.0.0 CPython/3.14.7

File hashes

Hashes for fbdfile-2026.8.8-cp312-abi3-win_arm64.whl
Algorithm Hash digest
SHA256 66fd9e8e205e10cfd1633e4867a1a121ca7dc74155dee81c84fc0749e078e052
MD5 adebd4f737461afad6a91d41c2f5431f
BLAKE2b-256 3d89288fe65746aeea41c6178619e77aa10d947014d08221e572fbc6fdd326c2

See more details on using hashes here.

File details

Details for the file fbdfile-2026.8.8-cp312-abi3-win_amd64.whl.

File metadata

  • Download URL: fbdfile-2026.8.8-cp312-abi3-win_amd64.whl
  • Upload date:
  • Size: 263.6 kB
  • Tags: CPython 3.12+, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/7.0.0 CPython/3.14.7

File hashes

Hashes for fbdfile-2026.8.8-cp312-abi3-win_amd64.whl
Algorithm Hash digest
SHA256 fddeb414de62e08e1c0c62dab7d6e82491299f9cc650bfdf44aac9fd55425e61
MD5 29ad17ecf512017063c1bed96aa752e2
BLAKE2b-256 a2fd998f3de92fccbe41663c1f4b6342be323c3dc97732eaec5bd80c617af227

See more details on using hashes here.

File details

Details for the file fbdfile-2026.8.8-cp312-abi3-win32.whl.

File metadata

  • Download URL: fbdfile-2026.8.8-cp312-abi3-win32.whl
  • Upload date:
  • Size: 124.1 kB
  • Tags: CPython 3.12+, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/7.0.0 CPython/3.14.7

File hashes

Hashes for fbdfile-2026.8.8-cp312-abi3-win32.whl
Algorithm Hash digest
SHA256 7288cf1d2b62727813b78a8e149999baa73e917b49bce308a34aeac569a82bbd
MD5 a5222326703991d4f8e575711f6046c8
BLAKE2b-256 c9f30b6698cc7d37c4a8abb8d52c78316d73b22eb9434cfb90eba3bc681235b1

See more details on using hashes here.

File details

Details for the file fbdfile-2026.8.8-cp312-abi3-pyemscripten_2026_5_wasm32.whl.

File metadata

File hashes

Hashes for fbdfile-2026.8.8-cp312-abi3-pyemscripten_2026_5_wasm32.whl
Algorithm Hash digest
SHA256 5890c8209f634566abb7eb9b274f98f7053d1360506b9d2955f7a21c870110e6
MD5 08b8086ebd810f8336081b56f9664374
BLAKE2b-256 1e3d54cdce421d221f62b87d5a6e9dff0d1f20f7b1901e137ab5d3c09e1b84ba

See more details on using hashes here.

File details

Details for the file fbdfile-2026.8.8-cp312-abi3-pyemscripten_2026_0_wasm32.whl.

File metadata

File hashes

Hashes for fbdfile-2026.8.8-cp312-abi3-pyemscripten_2026_0_wasm32.whl
Algorithm Hash digest
SHA256 15cebfd9b843b24b05077f3f9693933299ba83061205e5571842b2c492cc8bb0
MD5 e449916028e3d56483bbe9cf5158ff89
BLAKE2b-256 a3fa25e0fa6ad29f4ecf6a28cc3d2a60761920725fa8c840b33f1122123dc674

See more details on using hashes here.

File details

Details for the file fbdfile-2026.8.8-cp312-abi3-pyemscripten_2025_0_wasm32.whl.

File metadata

File hashes

Hashes for fbdfile-2026.8.8-cp312-abi3-pyemscripten_2025_0_wasm32.whl
Algorithm Hash digest
SHA256 c81cffbfab2745512d28a511aef7c408024269b4c1e23294a1610c62e97a65ad
MD5 186874a74864903ee3749aff578c7e52
BLAKE2b-256 fd958b8c45fdacab8dbf96c80be9d147223c471e2f9bfd5d57d0c15139aa8304

See more details on using hashes here.

File details

Details for the file fbdfile-2026.8.8-cp312-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for fbdfile-2026.8.8-cp312-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 8eae95c1f7d2666e931754bc7d2392acd7d34a7eec650446dc66a4fdb5978c77
MD5 55278afca57bc7aea66f9ec0d76fed33
BLAKE2b-256 a4b2f821aee60012d2095c3ba0b55243f9b5a4a68a3c5885e4051b3c5794ac58

See more details on using hashes here.

File details

Details for the file fbdfile-2026.8.8-cp312-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for fbdfile-2026.8.8-cp312-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 fe5bc6896f42b0e9c1b833fc654af6cab11db9febeb26683c11e0478098c22a5
MD5 37aba7c23686a3498be16bc7d63f5698
BLAKE2b-256 ecd1521677bb740371b316c14c10127c71d34afbfd7d0a9fec1011494a4d9cf6

See more details on using hashes here.

File details

Details for the file fbdfile-2026.8.8-cp312-abi3-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for fbdfile-2026.8.8-cp312-abi3-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 e21dbea84b467a8836b66c8a57921380cf45ac61b4f53d29ec2874e8df1ce106
MD5 e179b70ce8841da89aa056d0d7169e85
BLAKE2b-256 fe32007291b5312b03306b69c2ca54a496f85f49906d1fa9fb331e86ef17190a

See more details on using hashes here.

File details

Details for the file fbdfile-2026.8.8-cp312-abi3-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for fbdfile-2026.8.8-cp312-abi3-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 73c9894ae4c7f4f07cc3348d06cb049f652da000a83572a763e2539406c0f204
MD5 401fe79e5ad5f5a2581729657f7dffd0
BLAKE2b-256 e3dd673a403f98a5970afcdcf458a5680b3b5f74ee351bb54994cf003dadc278

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page