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Adding Continuous Acquisition Chart Multiple Samples example in NI-DMM #2220
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1ee80b2
feat: add nidmm cont acq chart multiple samples example
NI-velmurugan 3d7669b
simplify plotting
divakar-selvam07 20c6c25
implement minor improvements and include matplotlib in tox env
divakar-selvam07 4d53b59
Adding fix for testing the examples with matplotlib
NI-velmurugan be80a33
Reverting change on example, and fixing the pipeline error
NI-velmurugan 0226df1
Changes the plotting logic
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86 changes: 86 additions & 0 deletions
86
src/nidmm/examples/nidmm_cont_acq_chart_multiple_samples.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,86 @@ | ||
| #!/usr/bin/python | ||
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| import argparse | ||
| import collections | ||
| import nidmm | ||
| import pytest | ||
| import sys | ||
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| # Number of most recent measurements kept on the chart | ||
| CHART_HISTORY_SIZE = 250 | ||
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| def example(resource_name, options, function, measurement_range, digits, samples_to_fetch, fetch_count): | ||
| # Imported lazily because matplotlib is unavailable on some platforms (e.g. 32-bit Python) | ||
| import matplotlib.pyplot as plt | ||
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| with nidmm.Session(resource_name=resource_name, options=options) as session: | ||
| session.configure_measurement_digits(measurement_function=nidmm.Function[function], range=measurement_range, resolution_digits=digits) | ||
| # A sample_count of 0 configures a continuous acquisition | ||
| session.configure_multi_point(trigger_count=1, sample_count=0) | ||
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| figure, axes = plt.subplots() | ||
| (line,) = axes.plot([]) | ||
| axes.set_title('Measurements') | ||
| axes.set_xlabel('Samples') | ||
| axes.set_ylabel('Measured value') | ||
| axes.grid(True) | ||
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| measurements = collections.deque(maxlen=CHART_HISTORY_SIZE) | ||
| total_samples = 0 | ||
| fetches = 0 | ||
| try: | ||
| with session.initiate(): | ||
| # A fetch_count of None runs until the chart window is closed or Ctrl+C is pressed | ||
| while plt.fignum_exists(figure.number) and ( | ||
| fetch_count is None or fetches < fetch_count | ||
| ): | ||
| new_samples = session.fetch_multi_point(array_size=samples_to_fetch) | ||
| measurements.extend(new_samples) | ||
| total_samples += len(new_samples) | ||
| first_sample = total_samples - len(measurements) | ||
| line.set_data(range(first_sample, total_samples), measurements) | ||
| axes.relim() | ||
| axes.autoscale_view() | ||
| plt.pause(0.001) | ||
| fetches += 1 | ||
| except KeyboardInterrupt: | ||
| pass | ||
| finally: | ||
| plt.close(figure) | ||
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| def _main(argsv): | ||
| parser = argparse.ArgumentParser(description='Continuously acquires measurements and displays them on a chart using the NI-DMM API.', formatter_class=argparse.ArgumentDefaultsHelpFormatter) | ||
| parser.add_argument('-n', '--resource-name', default='PXI1Slot2', help='Contains the resource_name of the device to initialize.') | ||
| parser.add_argument('-f', '--function', default='DC_VOLTS', choices=nidmm.Function.__members__.keys(), type=str.upper, help='Specifies the measurement_function used to acquire the measurement.') | ||
| parser.add_argument('-r', '--range', default=10, type=float, help='Specifies the range for the function specified in the Measurement_Function parameter.') | ||
| parser.add_argument('-d', '--digits', default=5.5, type=float, help='Specifies the resolution of the measurement in digits.') | ||
| parser.add_argument('-s', '--samples-to-fetch', default=4, type=int, help='Specifies the number of measurements to fetch at a time.') | ||
| parser.add_argument('--fetch-count', default=None, type=int, help='Stops after this many fetches; omit to run until the chart window is closed or Ctrl+C is pressed.') | ||
| parser.add_argument('-op', '--option-string', default='', type=str, help='Sets the initial value of certain attributes for the session.') | ||
| args = parser.parse_args(argsv) | ||
| example(args.resource_name, args.option_string, args.function, args.range, args.digits, args.samples_to_fetch, args.fetch_count) | ||
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| def main(): | ||
| _main(sys.argv[1:]) | ||
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| def test_example(): | ||
| plt = pytest.importorskip('matplotlib.pyplot') | ||
| plt.switch_backend('Agg') # Avoid opening a chart window during the test | ||
| options = {'simulate': True, 'driver_setup': {'Model': '4082', 'BoardType': 'PXIe', }, } | ||
| example('PXI1Slot2', options, 'DC_VOLTS', 10, 5.5, 4, 2) | ||
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| def test_main(): | ||
| plt = pytest.importorskip('matplotlib.pyplot') | ||
| plt.switch_backend('Agg') # Avoid opening a chart window during the test | ||
| cmd_line = ['--option-string', 'Simulate=1, DriverSetup=Model:4082; BoardType:PXIe', '--fetch-count', '2', ] | ||
| _main(cmd_line) | ||
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| if __name__ == '__main__': | ||
| main() | ||
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Intentionally skipped the LabVIEW STOP button behavior to keep the example simple.
The loop stops when the chart window is closed or Ctrl+C is pressed.