Ultrasound Raw data eXchange file format C++ implementation and wrapping in Python and Matlab
Project description
URX
Description
The Ultrasound Raw data eXchange file format is a structure of data to store ultrasound acquisition.
You may use it with various languages (C++, Python and MATLAB).
Get more informations in the Wiki about class diagram.
C++
CMake
Available files
All CMake files will be installed in INSTALL_PATH/lib/cmake/Urx-XXXYYY/ with:
- XXX: the version of the Urx library,
- YYY: empty if library has been built in shared mode, "_static" if library is static.
Configuration
First, you need to get Urx package with find_package.
find_package(Urx REQUIRED)
You will have access to targets:
Urx::Urx: header-only library of the urx struct.Urx::UrxUtils: library with helper to manipulate urx struct, including read / write in hdf5 file format.
Usage
add_executable(UrxTestIo ${SRCS_FILES})
target_link_libraries(
UrxTestIo PRIVATE Urx::Urx Urx::UrxUtils ${HDF5_CXX_LIBRARIES})
Urx::UrxUtils is only needed if you use helpers. If you only need the urx file format, only Urx::Urx is needed.
HDF5_CXX_LIBRARIES is only needed if the library has been built with HDF5 support.
You may found a complete example in test/urx or in test/io folders.
C++
Available files
All files will be installed in :
INSTALL_PATH/include/Urx-XXXYYY/(headers),INSTALL_PATH/lib(static libraries),INSTALL_PATH/bin(executables and libraries for Windows only).
Usage
All dynamic memory allocation should be stored in a shared_ptr.
#include <memory>
#include <urx/dataset.h>
auto dataset = std::make_shared<urx::Dataset>();
auto probe = std::make_shared<urx::Probe>();
probe->description = "Probe 1";
dataset->acquisition.probes.push_back(probe);
urx::utils::io::writer::saveToFile("file.urx", *dataset);
auto dataset_loaded = urx::utils::io::reader::loadFromFile("file.urx");
You may found a complete example in file urx/utils/io/test/io.h in function generateFakeDataset.
MATLAB
Available files
All MATLAB files will be installed in :
- `INSTALL_PATH/share/Urx-XXXYYY/matlab` (scripts),
- `INSTALL_PATH/lib` (static libraries),
- `INSTALL_PATH/bin` (shared libraries for Windows only).
Configuration
If you are using Urx from MATLAB toolkit, you just have to enable Unicode if you need it (feature('DefaultCharacterSet','UTF-8');).
If you built Urx from source, before using Urx in MATLAB, you first need to:
- allow utf-8 caracters,
- load the urx library.
addpath([pwd 'INSTALL_PATH/share/Urx-XXXYYY/matlab']);
feature('DefaultCharacterSet','UTF-8');
urx.LibBinding.getInstance([path to libUrxMatlabBinding.so], [path to INSTALL_PATH/include/Urx-XXXYYY/urx/matlab/bindings.h], {[path to INSTALL_PATH/include/Urx-XXXYYY]}, {});
⚠ When invoking urx.LibBinding.getInstance the first time, environment variable HDF5_DISABLE_VERSION_CHECK is set. MATLAB have it's own version of HDF5 library. Under Linux it will conflict with the one from Urx.
If you try to use dataset.saveToFile(...) or urx.Dataset.loadFromFile(...) without setting HDF5_DISABLE_VERSION_CHECK, MATLAB will crash with error: Headers are 1.8.23, library is 1.8.12.
Example of full error message
Warning! ***HDF5 library version mismatched error***
The HDF5 header files used to compile this application do not match
the version used by the HDF5 library to which this application is linked.
Data corruption or segmentation faults may occur if the application continues.
This can happen when an application was compiled by one version of HDF5 but
linked with a different version of static or shared HDF5 library.
You should recompile the application or check your shared library related
settings such as 'LD_LIBRARY_PATH'.
'HDF5_DISABLE_VERSION_CHECK' environment variable is set to 1, application will
continue at your own risk.
Headers are 1.8.23, library is 1.8.12
SUMMARY OF THE HDF5 CONFIGURATION
=================================
General Information:
-------------------
HDF5 Version: 1.8.12
Configured on: Mon May 10 15:29:10 EDT 2021
Configured by: batserve@bat1062601glnxa64 at The MathWorks, Inc., Natick, MA 01760
Configure mode: production
Host system: x86_64-pc-linux-gnu
Uname information: Linux bat1062601glnxa64 4.19.0-13-amd64 #1 SMP Debian 4.19.160-2 (2020-11-28) x86_64 GNU/Linux
Byte sex: little-endian
Libraries: shared
Installation point: /mathworks/devel/bat/B3p3/build/3p/install/7215999/glnxa64/hdf5-1.8
Compiling Options:
------------------
Compilation Mode: production
C Compiler: /mathworks/hub/3rdparty/internal/3349624/glnxa64/gcc-6.3.0/bin/gcc ( gcc (MW GCC 6.3.0-GLIBC2.12-gold) 6.3.0)
CFLAGS: -O2 -pipe -pthread -fdebug-prefix-map=/mathworks/devel/bat/B3p3/build= -fPIC
H5_CFLAGS: -ansi -pedantic -Wall -W -Wundef -Wshadow -Wpointer-arith -Wbad-function-cast -Wcast-qual -Wcast-align -Wwrite-strings -Wconversion -Waggregate-return -Wstrict-prototypes -Wmissing-prototypes -Wmissing-declarations -Wredundant-decls -Wnested-externs -Winline -O -fomit-frame-pointer -finline-functions
AM_CFLAGS:
CPPFLAGS:
H5_CPPFLAGS: -D_POSIX_C_SOURCE=199506L -DNDEBUG -UH5_DEBUG_API
AM_CPPFLAGS: -D_LARGEFILE_SOURCE -D_LARGEFILE64_SOURCE -D_BSD_SOURCE
Shared C Library: yes
Static C Library: no
Statically Linked Executables: no
LDFLAGS: -Wl,--as-needed -fuse-ld=gold -Wl,--disable-new-dtags -Wl,--hash-style=both -Wl,--version-script=/mathworks/devel/bat/B3p3/build/3p/sources/hdf5-1.8//hdf5_linux_exported_symbol.map
H5_LDFLAGS:
AM_LDFLAGS:
Extra libraries: -lz -ldl -lm
Archiver: ar
Ranlib: ranlib
Debugged Packages:
API Tracing: no
Languages:
----------
Fortran: no
C++: no
Features:
---------
Parallel HDF5: no
High Level library: yes
Threadsafety: no
Default API Mapping: v18
With Deprecated Public Symbols: yes
I/O filters (external): deflate(zlib)
I/O filters (internal): shuffle,fletcher32,nbit,scaleoffset
MPE: no
Direct VFD: no
dmalloc: no
Clear file buffers before write: yes
Using memory checker: no
Function Stack Tracing: no
GPFS: no
Strict File Format Checks: no
Optimization Instrumentation: no
Large File Support (LFS): yes
Urx must use the same version (at least major / minor number) than the one from MATLAB (here 1.8).
Why is there a problem? Under Linux, the same symbol from two differents libraries are merged. So you can't know which one will be used. By setting HDF5_DISABLE_VERSION_CHECK to 1, you are disabling version check. Under Windows, the operating system keeps symbols from different libraries separate.
Usage
dataset = urx.Dataset();
probe1 = urx.Probe();
probe1.description = 'Probe 1';
dataset.acquisition.excitations = [excitation1];
dataset.saveToFile('test.urx');
dataset2 = urx.Dataset.loadFromFile('test.urx');
You may found a complete example in file test/matlab/+urx/+UnitTests/FileFromScratch.m.
Important note
Some field are optional or can be empty (see C++ UML diagram). If you want to unassign a value, don't use [] but use empty method of the class (i.e. urx.ElementGeometry.empty).
Python
Usage
import ultrasound_rawdata_exchange as urx;
dataset = urx.Dataset()
probe1 = urx.Probe()
probe1.description = 'Probe 1'
dataset.acquisition.excitations = [excitation1]
urx.saveToFile('test.urx', dataset)
dataset2 = urx.loadFromFile('test.urx')
You may found a basic usage in folder test/python.
Build it with CMake
See .gitlab-ci.yml file for various examples.
Windows
Under Windows, you need to explicitly set Visual Studio generator.
cmake.exe -S root_path -B CI -G "Visual Studio 17 2022" -A x64
Linux
cmake -S . -B CI
Common features
- Install path
Set -DCMAKE_INSTALL_PREFIX= variable to define the installation path.
- Debug or Release
If you use a single build type generator (like Makefile in Linux), you need to set CMAKE_BUILD_TYPE to Debug or Release.
- Static or dynamic libraries
Set BUILD_SHARED_LIBS to OFF or ON.
Note that you should set BUILD_SHARED_LIBS to OFF if you want to build MATLAB or Python buiding.
Be sure to use a vcpkg triplet with the same shared / static link option.
- Use external 3rd party with vcpkg
vcpkg is a package manager. You first need to clone it with git clone https://github.com/microsoft/vcpkg.git.
Also, be sure that submodule vcpkg-registry is initialized with git submodule update --init --recursive.
Then pass the following arguments:
Windows:
-DCMAKE_TOOLCHAIN_FILE="vcpkg_path/scripts/buildsystems/vcpkg.cmake"
-DVCPKG_TARGET_TRIPLET=x64-wsmep -DVCPKG_HOST_TRIPLET=x64-wsmep
-DVCPKG_OVERLAY_TRIPLETS=vcpkg-registry/triplets"
Linux with static libraries (make sure that BUILD_SHARED_LIBS is set to OFF).
-DCMAKE_TOOLCHAIN_FILE="vcpkg_path/scripts/buildsystems/vcpkg.cmake"
-DVCPKG_TARGET_TRIPLET=x64-linux -DVCPKG_HOST_TRIPLET=x64-linux
-DVCPKG_OVERLAY_TRIPLETS=vcpkg-registry/triplets
We provide various triplet with following syntax:
wfor Windows,lfor Linux,dfor Linux dynamic (will be static otherwise),smfor Windows static with /MD option (will be dynamic otherwise). See VCPKG_CRT_LINKAGE,eto pass environment variable for Windows. See VCPKG_ENV_PASSTHROUGH,pto pass Python3_EXECUTABLE to vcpkg viaVCPKG_Python3_EXECUTABLEenvironment variable.
- Enable HDF5
This feature is needed to read / write urx structure to file.
Set WITH_HDF5 to OFF or ON.
- Enable Python binding
Set WITH_PYTHON to OFF or ON.
You can also set WITH_PYTHON_WHL to ON if you want to generate wheel package without using pip wheel.
- Enable MATLAB binding
Set WITH_MATLAB to OFF or ON.
You don't need to have MATLAB installed on your computer to build the MATLAB binding.
- Build with Clang
You need to set lots of CMake variables and use CMake 3.29 if you want to use CMAKE_LINKER_TYPE variable.
-DCMAKE_C_COMPILER=/usr/bin/clang-17
-DCMAKE_CXX_COMPILER=/usr/bin/clang++-17
-DCMAKE_AR=/usr/bin/llvm-ar-17
-DCMAKE_AS=/usr/bin/llvm-as-17
-DCMAKE_RANLIB=/usr/bin/llvm-ranlib-17
-DCMAKE_LINKER_TYPE=LLD
You may found various command to build Urx in file .gitlab-ci.yml.
Build it with pip wheel
Using vcpkg
You may generate wheel archive by launching pip wheel . from the root directory of the project.
The setup.py file support the following options:
CMAKE_TOOLCHAIN_FILEto set vcpkg path (repository cloned if option is not given),cmake_build_typeto set CMAKE_BUILD_TYPE in CMake (Release by default),vcpkg_tripletto set vcpkg triplet (guessed if omited),
You can also set CMake variable with -DVARIABLE=VALUE.
Example:
python.exe -m pip install .
--config-settings="--global-option=CMAKE_TOOLCHAIN_FILE=vcpkg_path/scripts/buildsystems/vcpkg.cmake"
--config-settings="--global-option=cmake_build_type=RelWithDebInfo"
--config-settings="--global-option=vcpkg_triplet=x64-wsmrep"
--config-settings="--global-option=-DBUILD_SHARED_LIBS=OFF"
--config-settings="--global-option=-DWITH_HDF5=ON"
-v
See build:windows-python and build:ubuntu-python in .gitlab-ci.yml file for real examples.
Without vcpkg
If you want to disable vcpkg and use you own 3rd party library (that you already built), you can set DISABLE_VCPKG to ON and set all XXX_DIR CMake variable (path of the CMake files of the 3rd party).
See CMake target UrxPythonWheel in python/CMakeLists.txt file for real example.
Project details
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distributions
Built Distributions
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file ultrasound_rawdata_exchange-1.0.1-pp310-pypy310_pp73-win_amd64.whl.
File metadata
- Download URL: ultrasound_rawdata_exchange-1.0.1-pp310-pypy310_pp73-win_amd64.whl
- Upload date:
- Size: 1.9 MB
- Tags: PyPy, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.1.1 CPython/3.10.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
606293f6b82b89278c4760e2458784ac96d8884552cca210f40d9f3d11c79491
|
|
| MD5 |
8903f27dff924edbc7272f568edaaca0
|
|
| BLAKE2b-256 |
c414bfd58d600ab3cc5899e9f6ed39420736b2d85799631b3275ff83e4318c67
|
File details
Details for the file ultrasound_rawdata_exchange-1.0.1-pp310-pypy310_pp73-manylinux_2_27_x86_64.whl.
File metadata
- Download URL: ultrasound_rawdata_exchange-1.0.1-pp310-pypy310_pp73-manylinux_2_27_x86_64.whl
- Upload date:
- Size: 2.7 MB
- Tags: PyPy, manylinux: glibc 2.27+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.1.1 CPython/3.10.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
5cdfe40a552529657aa3ee38a05ba692ef051265511af995b134a8fb325d07e4
|
|
| MD5 |
c92fe1bc46645e4ec3b2a2c06f59fbaf
|
|
| BLAKE2b-256 |
bb68e11ac567acc0435c1af30b41871f9ef00405e20f8328aa86c950001157d7
|
File details
Details for the file ultrasound_rawdata_exchange-1.0.1-pp39-pypy39_pp73-win_amd64.whl.
File metadata
- Download URL: ultrasound_rawdata_exchange-1.0.1-pp39-pypy39_pp73-win_amd64.whl
- Upload date:
- Size: 1.9 MB
- Tags: PyPy, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.1.1 CPython/3.10.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
13a183d85a30182b8b759c9c2c15e6b686e96a994e7e79c9d104354dc25eebca
|
|
| MD5 |
5a03da06c0822fca65cffa8ed8c86dd7
|
|
| BLAKE2b-256 |
2ad24f3b537595078fedd0c004bc44a23a0f29c818c419c2cbe6d31f9ff62f75
|
File details
Details for the file ultrasound_rawdata_exchange-1.0.1-pp39-pypy39_pp73-manylinux_2_27_x86_64.whl.
File metadata
- Download URL: ultrasound_rawdata_exchange-1.0.1-pp39-pypy39_pp73-manylinux_2_27_x86_64.whl
- Upload date:
- Size: 2.7 MB
- Tags: PyPy, manylinux: glibc 2.27+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.1.1 CPython/3.10.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
d2de37459e615f0eb23f73433f522e61c5db019764ab3f09a29f7b3942ebb6d9
|
|
| MD5 |
ed735b9b02ae70645d1c6ce83a281e6d
|
|
| BLAKE2b-256 |
44669fad726120553261ce159cd29dbfbb7d9208c02e4e3fc5ada1ac70f64d6b
|
File details
Details for the file ultrasound_rawdata_exchange-1.0.1-pp38-pypy38_pp73-win_amd64.whl.
File metadata
- Download URL: ultrasound_rawdata_exchange-1.0.1-pp38-pypy38_pp73-win_amd64.whl
- Upload date:
- Size: 1.9 MB
- Tags: PyPy, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.1.1 CPython/3.10.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
b40ee0864d612f8208d57dc0eb1039c1b12f5d526e0f682154230a7f1d067fec
|
|
| MD5 |
acbfb500dce55a3040adc0055e50565a
|
|
| BLAKE2b-256 |
1a1da72e0fa79f9a59cba842a630f74aff1f881236e51bd76d39dc42c01fa714
|
File details
Details for the file ultrasound_rawdata_exchange-1.0.1-cp313-cp313-manylinux_2_27_x86_64.whl.
File metadata
- Download URL: ultrasound_rawdata_exchange-1.0.1-cp313-cp313-manylinux_2_27_x86_64.whl
- Upload date:
- Size: 2.7 MB
- Tags: CPython 3.13, manylinux: glibc 2.27+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.1.1 CPython/3.10.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
52836380d7aea220e57ab5a4abb787992fa9a33e86c2ecd283656e8ab3500807
|
|
| MD5 |
9409216319059d3cf502232fcca9862c
|
|
| BLAKE2b-256 |
a72ce63b4b675d34c485bd1328f77cc302e0d4c0586aa4e88824de632a65ac01
|
File details
Details for the file ultrasound_rawdata_exchange-1.0.1-cp312-cp312-win_amd64.whl.
File metadata
- Download URL: ultrasound_rawdata_exchange-1.0.1-cp312-cp312-win_amd64.whl
- Upload date:
- Size: 1.9 MB
- Tags: CPython 3.12, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.1.1 CPython/3.10.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
2f13210a7e850a7b3ccde2be689a65c6deb35034b0804e56a6dac92e258ecb36
|
|
| MD5 |
bf3e88a770d8a22e31e18048f8363a62
|
|
| BLAKE2b-256 |
2f96e90cc9c0ea29f04d5e68aca6fcc511a2d417b9f6db102f4b12c0e2d4aeec
|
File details
Details for the file ultrasound_rawdata_exchange-1.0.1-cp312-cp312-win32.whl.
File metadata
- Download URL: ultrasound_rawdata_exchange-1.0.1-cp312-cp312-win32.whl
- Upload date:
- Size: 1.6 MB
- Tags: CPython 3.12, Windows x86
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.1.1 CPython/3.10.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
d822670631b48cd36bc9735a6931bb08c237bbeb6b4087c75c9fc3e3f6c0fbeb
|
|
| MD5 |
c5dbaaa7279fd547c7b8df8e208d9c82
|
|
| BLAKE2b-256 |
2e95b328866ba23ac8c95227ad04f84146225bf9a9ac110acfa5a417ac3ae691
|
File details
Details for the file ultrasound_rawdata_exchange-1.0.1-cp312-cp312-manylinux_2_27_x86_64.whl.
File metadata
- Download URL: ultrasound_rawdata_exchange-1.0.1-cp312-cp312-manylinux_2_27_x86_64.whl
- Upload date:
- Size: 2.7 MB
- Tags: CPython 3.12, manylinux: glibc 2.27+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.1.1 CPython/3.10.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
783ffdd86ea760313a86b6e379abce01219bd7443624c0d377bcf19526ecd34b
|
|
| MD5 |
5557935a1eab7cecf027bfd74083fe35
|
|
| BLAKE2b-256 |
af13c8345279104bd17182265e01494d6870e8d60be642b399dd789bdbdaa9ae
|
File details
Details for the file ultrasound_rawdata_exchange-1.0.1-cp311-cp311-win_amd64.whl.
File metadata
- Download URL: ultrasound_rawdata_exchange-1.0.1-cp311-cp311-win_amd64.whl
- Upload date:
- Size: 1.9 MB
- Tags: CPython 3.11, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.1.1 CPython/3.10.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
6c683f3b39239ab6b89c010792d43df273ec4f722b3d68407a603bcf40670b12
|
|
| MD5 |
83e3b9e2382d118326b4318a9e004ade
|
|
| BLAKE2b-256 |
70e6e9d3c3229be30e248720a9b9d0a291c61bcd1284f18d529c912798842002
|
File details
Details for the file ultrasound_rawdata_exchange-1.0.1-cp311-cp311-win32.whl.
File metadata
- Download URL: ultrasound_rawdata_exchange-1.0.1-cp311-cp311-win32.whl
- Upload date:
- Size: 1.6 MB
- Tags: CPython 3.11, Windows x86
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.1.1 CPython/3.10.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
e9afcdd11de668a51326c2ebcbaf88357a8ba360c9ede0b315f0deda961cf478
|
|
| MD5 |
468a5f62b01c4a9e42b1d1a9e68b7c4a
|
|
| BLAKE2b-256 |
c01a76010bacf954f218fa0f2efa0175205c000445993bbd510253d3aed0f7cc
|
File details
Details for the file ultrasound_rawdata_exchange-1.0.1-cp311-cp311-manylinux_2_27_x86_64.whl.
File metadata
- Download URL: ultrasound_rawdata_exchange-1.0.1-cp311-cp311-manylinux_2_27_x86_64.whl
- Upload date:
- Size: 2.7 MB
- Tags: CPython 3.11, manylinux: glibc 2.27+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.1.1 CPython/3.10.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
c01fb86ba8e193bec17b027a4e698c78248dd5674b2558d026a81a4095d68ba6
|
|
| MD5 |
a1f317c86610b4c1a0e98df623514dde
|
|
| BLAKE2b-256 |
36eeaf4e4af5780da73e2ac75b072423a9e12da8cfcca7ddc5fcf8dfc7bf10dd
|
File details
Details for the file ultrasound_rawdata_exchange-1.0.1-cp310-cp310-win_amd64.whl.
File metadata
- Download URL: ultrasound_rawdata_exchange-1.0.1-cp310-cp310-win_amd64.whl
- Upload date:
- Size: 1.9 MB
- Tags: CPython 3.10, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.1.1 CPython/3.10.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
e3e90a2d8afe592771094bcd654b90d92d433493fb9dda88673943a49e3b7a07
|
|
| MD5 |
1ab03b1a1d365659a18afdf75ec43933
|
|
| BLAKE2b-256 |
c415d453ed99dca932fd6ac19c95d660deead3b27bffb069cb0fd8bdb0c80326
|
File details
Details for the file ultrasound_rawdata_exchange-1.0.1-cp310-cp310-win32.whl.
File metadata
- Download URL: ultrasound_rawdata_exchange-1.0.1-cp310-cp310-win32.whl
- Upload date:
- Size: 1.6 MB
- Tags: CPython 3.10, Windows x86
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.1.1 CPython/3.10.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
30d72992f343af32ecf7e90e435bccd0e50676c1f37bd6f530cfc814a9952f3f
|
|
| MD5 |
84c3478e3f45aba8651fa3ebf429996f
|
|
| BLAKE2b-256 |
ddaadf73b1ff8f32c9f7b62f8e35c556930db2973e6ada9d8f01ef741018dbaf
|
File details
Details for the file ultrasound_rawdata_exchange-1.0.1-cp310-cp310-manylinux_2_27_x86_64.whl.
File metadata
- Download URL: ultrasound_rawdata_exchange-1.0.1-cp310-cp310-manylinux_2_27_x86_64.whl
- Upload date:
- Size: 2.7 MB
- Tags: CPython 3.10, manylinux: glibc 2.27+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.1.1 CPython/3.10.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
d0a3873728066791dd5744e4cbbd5fa498c499bb63440b282292afc8720cc397
|
|
| MD5 |
c0fa2d8135bc4359e94f017534250a7b
|
|
| BLAKE2b-256 |
1e0bf3181dd284ada0c1c0d106601bbe61d878a34c87adc50cf81bfe38888cbd
|
File details
Details for the file ultrasound_rawdata_exchange-1.0.1-cp39-cp39-win_amd64.whl.
File metadata
- Download URL: ultrasound_rawdata_exchange-1.0.1-cp39-cp39-win_amd64.whl
- Upload date:
- Size: 2.0 MB
- Tags: CPython 3.9, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.1.1 CPython/3.10.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
6dc2bcba75538026ccfa2d24b93a0c946d63761855ccafbec31bf0f6f36c8af4
|
|
| MD5 |
26ddf8d1e6e399561e1a377e197c6327
|
|
| BLAKE2b-256 |
0c787459728fa957322003d10ab42cda8b72a38c231ae5f641c4b6ec9d5892a2
|
File details
Details for the file ultrasound_rawdata_exchange-1.0.1-cp39-cp39-win32.whl.
File metadata
- Download URL: ultrasound_rawdata_exchange-1.0.1-cp39-cp39-win32.whl
- Upload date:
- Size: 1.6 MB
- Tags: CPython 3.9, Windows x86
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.1.1 CPython/3.10.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
b0a00cdb52019be4bdec60b22fa12c06fbffce18fd30b0d2428a40b33e5b06c7
|
|
| MD5 |
4edef0bc040d98dd29ee05bd58761aca
|
|
| BLAKE2b-256 |
56c8dade87a65aef5353448c582a7bfdf5b5e9ae3eef37ff9be00f7457370f1e
|
File details
Details for the file ultrasound_rawdata_exchange-1.0.1-cp39-cp39-manylinux_2_27_x86_64.whl.
File metadata
- Download URL: ultrasound_rawdata_exchange-1.0.1-cp39-cp39-manylinux_2_27_x86_64.whl
- Upload date:
- Size: 2.7 MB
- Tags: CPython 3.9, manylinux: glibc 2.27+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.1.1 CPython/3.10.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
598f9004b3efc3f3ed2ff802c4806d2b5fba5c40e828b468dbc01fca8db2061e
|
|
| MD5 |
8b2c735d712cfb6c9db4cefa6573473e
|
|
| BLAKE2b-256 |
cd72378cbde29147d35a6b37ce8c7249ef1eb3137b606ede2232052e366f95fe
|
File details
Details for the file ultrasound_rawdata_exchange-1.0.1-cp38-cp38-win_amd64.whl.
File metadata
- Download URL: ultrasound_rawdata_exchange-1.0.1-cp38-cp38-win_amd64.whl
- Upload date:
- Size: 1.9 MB
- Tags: CPython 3.8, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.1.1 CPython/3.10.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
da8c4658762365dd47363561f7ee6b48a723f320a4c59dc2a74cca66be19676a
|
|
| MD5 |
07101d8f08e73701fb095e531f0a837e
|
|
| BLAKE2b-256 |
83ba7a088699a78325eb0482c871819ca5ebdd6d19c538ba01de1dc87d1268fe
|
File details
Details for the file ultrasound_rawdata_exchange-1.0.1-cp38-cp38-win32.whl.
File metadata
- Download URL: ultrasound_rawdata_exchange-1.0.1-cp38-cp38-win32.whl
- Upload date:
- Size: 1.6 MB
- Tags: CPython 3.8, Windows x86
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.1.1 CPython/3.10.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
56d53759102efe96c3bc969b30cd357ec07552a962d3d8d10503b125b2d3560d
|
|
| MD5 |
2f7331b900a1d5717a85a9606fba62af
|
|
| BLAKE2b-256 |
943ec576aa81b71a0ac8bf52a66f3b72d9199c06015d69b7bd1fcefd6980e282
|
File details
Details for the file ultrasound_rawdata_exchange-1.0.1-cp38-cp38-manylinux_2_27_x86_64.whl.
File metadata
- Download URL: ultrasound_rawdata_exchange-1.0.1-cp38-cp38-manylinux_2_27_x86_64.whl
- Upload date:
- Size: 2.7 MB
- Tags: CPython 3.8, manylinux: glibc 2.27+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.1.1 CPython/3.10.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
ff8d70fa8143ed05e0658334f3ae63102bb39c5ed3e20cc2adca74659b89f72c
|
|
| MD5 |
bc350d66b3becfc6b23423f7f6b16e34
|
|
| BLAKE2b-256 |
b27c38b0a7e4a28a13c232ce5a78dcf7162a206a5dc3bb99b7433ff857572a9f
|