Measurement Plug-In Support for Python
Project description
Measurement Plug-In SDK Service for Python
- Measurement Plug-In Service for Python
Introduction
Measurement Plug-In SDK Service for Python (ni-measurement-plugin-sdk-service
) is a Python
framework that helps you create reusable measurement plug-ins using gRPC
services. Deploy your measurement plug-ins to perform interactive validation in
InstrumentStudio and automated testing in TestStand.
Dependencies
- Python >= 3.8 (3.9 recommended)
- grpcio >= 1.49.1, < 2.x
- protobuf >= 4.21, < 5.x
- pywin32 >= 303 (Only for Windows)
Documentation
System Configuration
Enable Win32 Long Paths
By default, Windows has a path length limit of 260 characters. NI recommends enabling support for long paths when developing and deploying Python measurement services.
There are three ways to do this:
- When installing Python using the Python for Windows installer, click
Disable path length limit
at the end of the installation. - Set the
Enable Win32 long paths
group policy:- Run
gpedit.msc
. - Expand
Computer Configuration
»Administrative Templates
»All Settings
. - Find
Enable Win32 long paths
in the list, double-click it, and set it toEnabled
.
- Run
- In the Windows registry, set
HKEY_LOCAL_MACHINE\SYSTEM\CurrentControlSet\Control\FileSystem\LongPathsEnabled
(type:REG_DWORD
) to 1. For more details, see Maximum Path Length Limitation.
Examples
The examples
directory contains example measurements for use with InstrumentStudio 2024 Q3 or later.
For more information on setting up and running the example measurements, see the included README.md
file.
For best results, use the example measurements corresponding to the version of InstrumentStudio that you are using. Newer examples may demonstrate features that are not available in older versions of InstrumentStudio.
Developing Measurements: Quick Start
This section provides instructions to develop custom measurement services in Python using Measurement Plug-In SDK for Python.
Installation
Make sure the system has the recommended Python version installed. Install Measurement Plug-In SDK for Python using pip.
REM Activate the required virtual environment if any.
pip install ni-measurement-plugin-sdk
Check if you have installed the expected version of Measurement Plug-In SDK for Python installed by running the below command:
pip show ni-measurement-plugin-sdk
Developing a minimal Python measurement
-
Run the
ni-measurement-plugin-generator
tool. Use command line arguments to specify thedisplay-name
and optionally theversion
,measurement-type
, andproduct-type
.- Running
ni-measurement-plugin-generator
without optional arguments:
ni-measurement-plugin-generator SampleMeasurement
'SampleMeasurement' is the display name of your measurement service. Without the optional arguments, the other arguments are generated for you based on the display name.
- Running
ni-measurement-plugin-generator
with optional arguments formeasurement-version
,ui-file
,service-class
, anddescription-url
:
ni-measurement-plugin-generator SampleMeasurement --measurement-version 0.1.0.0 --ui-file MeasurementUI.measui --service-class SampleMeasurement_Python --description-url https://www.example.com/SampleMeasurement.html
- Running
ni-measurement-plugin-generator
with optional argument fordirectory-out
ni-measurement-plugin-generator SampleMeasurement --directory-out <new_path_for_created_files>
If no output directory is specified, the files will be placed in a new folder under the current directory named after the display name without spaces.
- Running
-
To customize the created measurement, provide metadata of the measurement's configuration (input parameters) and outputs (output parameters) in
measurement.py
.-
Use the
configuration()
decorator to provide metadata about the configurations.The order of the configuration decorator must match with the order of the parameters defined in the function signature.@foo_measurement_service.register_measurement #Display Names can not contains backslash or front slash. @foo_measurement_service.configuration("DisplayNameForInput1", DataType.String, "DefaultValueForInput1") @foo_measurement_service.configuration("DisplayNameForInput2", DataType.String, "DefaultValueForInput2") def measure(input_1, input_2): ''' A simple Measurement method''' return ["foo", "bar"]
-
Use the
output()
decorator to provide metadata about the output.The order of the output decorators from top to bottom must match the order of the values of the list returned by the function.@foo_measurement_service.register_measurement @foo_measurement_service.configuration("DisplayNameForInput1", nims.DataType.String, "DefaultValueForInput1") @foo_measurement_service.configuration("DisplayNameForInput2", nims.DataType.String, "DefaultValueForInput2") @foo_measurement_service.output("DisplayNameForOutput1", nims.DataType.String) @foo_measurement_service.output("DisplayNameForOutput2", nims.DataType.String) def measure(input_1, input_2): return ["foo", "bar"]
-
-
Run/Debug the created measurement by following the steps discussed in the section "Steps to run/debug the measurement service".
Steps to run/debug the measurement service
-
Start the discovery service if not already started.
-
(Optional) Activate related virtual environments. Measurement developers can skip this step if they are not using any virtual environments or poetry-based projects.
.venv\scripts\activate
-
After successful activation, you can see the name of the environment,
(.venv)
is added to the command prompt. -
If you face an access issue when trying to activate, retry after allowing scripts to run as Administrator by executing the below command in Windows PowerShell:
Set-ExecutionPolicy RemoteSigned
-
-
To stop the running measurement service, press
Enter
in the terminal to properly close the service. -
(Optional) After the usage of measurement, deactivate the virtual environment. Measurement developers can skip this step if they are not using any virtual environments or poetry-based projects.
deactivate
Static Registration of Python Measurements
The NI Discovery Service provides a registry of other services, and can discover and activate other services on the system. These features allow the discovery service to distinguish, manage, and describe measurement services on the system.
To statically register a measurement service with the NI Discovery Service, do the following:
-
Create a startup batch file or executable for the measurement service.
-
Edit the measurement service's
.serviceconfig
file and set thepath
value to the filename of the startup batch file or executable. -
Copy the measurement service's directory (including the
.serviceconfig
file and startup batch file) to a subdirectory ofC:\ProgramData\National Instruments\Plug-Ins\Measurements
.
Note If you are using a virtual environment, do not copy the
.venv
subdirectory—the virtual environment must be re-created in the new location.
Once your measurement service is statically registered, the NI Discovery Service makes it visible in supported NI applications.
Create a batch file that runs a Python measurement
The batch file used for static registration is responsible for starting the Python Scripts.
Typical Batch File:
"<path_to_python_exe>" "<path_to_measurement_file>"
Examples to start the fictitious file named foo_measurement.py
:
-
Using the Python system distribution
python foo_measurement.py
-
Using the virtual environment
REM Windows .\.venv\Scripts\python.exe foo_measurement.py REM Linux .venv/bin/python foo_measurement.py
Create Executable for Python Scripts
To create an executable from a measurement, you can use the pyinstaller tooling. If you are using a Poetry project, add pyinstaller
to its dev-dependencies
. When statically registering the service, install the EXE into a unique directory along with its .serviceconfig and UI files.
Typical PyInstaller command to build executable:
pyinstaller --onefile --console --paths .venv\Lib\site-packages measurement.py
Troubleshooting
"File not found" or "No such file or directory" errors when copying or running a measurement service
If copying or running a measurement service produces "File not found" or "No such file or directory" errors, make sure to enable Win32 long paths. If you are unable to enable Win32 long paths, consider deploying the measurement service to a directory with a shorter path.
Appendix: Managing Measurement with Python
A measurement and its related files can be maintained in different ways in Python. The basic components of any Python measurement are:
-
Measurement Python module (
.py
file)- This file contains all the details related to the measurement and also contains the logic for the measurement execution.
- This file is run to start the measurement as a service.
-
UI File
- UI file for the measurement. Types of supported UI files are:
- Measurement UI (
.measui
): created using the Measurement Plug-In UI Editor application. - LabVIEW UI (
.vi
)
- Measurement UI (
- The path of this file is configured by
ui_file_path
inmeasurement_info
variable definition in measurement Python module (.py
).
- UI file for the measurement. Types of supported UI files are:
Python communities have different ways of managing Python projects and their dependencies. It is up to the measurement developer to decide how to maintain the project and dependencies. Measurement developers can choose from a few common approaches discussed below based on their requirements.
Create and Manage Python Measurement using Poetry
-
Install
poetry
(one-time setup)-
Make sure the system has the recommended Python version installed.
-
Install
poetry
using the installation steps given in https://python-poetry.org/docs/#installation.
-
-
Create a new Python project and add
ni-measurement-plugin-sdk
as a dependency to the project.-
Open a command prompt, and change the working directory to the directory of your choice where you want to create the project.
cd <path_of_directory_of_your_choice>
-
Create a Poetry project using the
poetry new
command. Poetry will create boilerplate files and folders that are commonly needed for a Python project.poetry new <name_of_the_project>
-
Add the
ni-measurement-plugin-sdk
package as a dependency using thepoetry add
command.cd <name_of_the_project> poetry add ni-measurement-plugin-sdk
-
The virtual environment will be auto-created by poetry.
-
Create measurement modules as described in "Developing a minimal Python measurement"
-
Any additional dependencies required by measurement can be added using add command.
poetry add <dependency_package_name>
-
-
For detailed info on managing projects using poetry refer to the official documentation.
Create and Manage Python Measurement using venv
-
Make sure the system has the recommended Python version installed.
-
Open a command prompt, and change the working directory to the directory of your choice where you want to create a project.
cd <path_of_directory_of_your_choice>
-
Create a virtual environment.
REM This creates a virtual environment named .venv python -m venv .venv
-
Activate the virtual environment. After successful activation
.venv\scripts\activate REM Optionally upgrade the pip within the venv by executing the command python -m pip install -U pip
-
Install the
ni-measurement-plugin-sdk
package into the virtual environment.pip install ni-measurement-plugin-sdk
-
Create measurement modules as described in "Developing a minimal Python measurement"
-
Any additional dependencies required by measurement can be added pip install.
pip install <dependency_package_name>
-
For detailed info on managing projects with a virtual environment, refer to the official documentation.
Create and Manage Python Measurement by directly installing ni-measurement-plugin-sdk
as a system-level package
Measurement developers can also install ni-measurement-plugin-sdk
as a system package if necessary.
-
Install the
ni-measurement-plugin-sdk
package from the command promptpip install ni-measurement-plugin-sdk
-
Create measurement modules as described in "Developing a minimal Python measurement"
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