CloudnetPy-QC

CloudnetPy-QC CI PyPI version

Software for evaluating quality of ACTRIS-Cloudnet data products.

Installation

$ pip3 install cloudnetpy-qc

Usage

import json
from cloudnetpy_qc import quality
site_meta = {"latitude": 61.844, "longitude": 24.287, "altitude": 150}
report = quality.run_tests('cloudnet-file.nc', site_meta)
json_object = json.dumps(report.to_dict(), indent=2)
print(json_object)

Format of the report

  • timestamp: UTC timestamp of the test
  • qcVersion: cloudnetpy-qc version
  • tests: Test[]
  • data_coverage: float

Test

  • testId: Unique name of the test
  • exceptions: Exception[]

Exception

  • message: Free-form message about the exception
  • result: "info", "error" or "warning"

Example:

{
  "timestamp": "2022-10-13T07:00:26.906815Z",
  "qcVersion": "1.1.2",
  "tests": [
    {
      "testId": "TestUnits",
      "exceptions": []
    },
    {
      "testId": "TestInstrumentPid",
      "exceptions": [
        {
          "message": "Instrument PID is missing.",
          "result": "warning"
        }
      ]
    },
    {
      "testId": "TestTimeVector",
      "exceptions": []
    },
    {
      "testId": "TestVariableNames",
      "exceptions": []
    },
    {
      "testId": "TestCFConvention",
      "exceptions": []
    }
  ]
}

Tests

Test Description
FindAttributeOutliers Find suspicious values in global attributes.
FindFolding Test for radar folding.
FindVariableOutliers Find suspicious data values.
TestBrightnessTemperature Test that brightness temperature data are valid.
TestCFConvention Test compliance with the CF metadata conventions.
TestComment Check that variables have expected comments.
TestCompression Test netCDF compression.
TestCoordinateVariables Test dimensions of coordinate variables are correct.
TestCoordinates Check that file coordinates match site coordinates.
TestDataCoverage Test that file contains enough data.
TestDataModel Test netCDF data model.
TestDataTypes Check that variables have expected data types.
TestFillValue Test that fill value is explicitly set for variables with missing data.
TestFloatingPointValues Test for special floating-point values which may indicate problems with the processing.
TestGlobalAttributes Check that file contains required global attributes.
TestIfRangeCorrected Test that beta is range corrected.
TestInstrumentPid Test that valid instrument PID exists.
TestLDR Test that LDR values are proper.
TestLWC Test that LWP and integrated LWC are consistent.
TestLidarBeta Test that one beta variable exists.
TestLongNames Check that variables have expected long names.
TestMWRMultiTemperature Test that temperature data are valid.
TestMWRSingleLWP Test that LWP data are valid.
TestMask Test that data are not completely masked.
TestMedianLwp Test that LWP data are valid.
TestModelData Test that model data are valid.
TestRainfallConsistency Test that precipitation rate and amount are consistent.
TestRangeAndHeight Test that range and height data are valid.
TestStandardNames Check that variable have expected standard names.
TestTimeVector Test that time vector is continuous.
TestUnexpectedMask Test if data contain unexpected masked values.
TestUnits Check that variables have expected units.
TestVariableNames Check that file contains required variables.
TestVariableNamesDefined Check that variables have expected names.
TestZenithAngle Test lidar zenith angle.

License

MIT

Project links

Data verified by PyPI on Aug 3, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

Key dates

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

Owner

PyPI data
Data sourced directly from PyPI's database.

Credits

Author: Finnish Meteorological Institute

GitHub Statistics

Data verified by PyPI on Aug 3, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License

MIT License (MIT License)

Requires

Python >=3.10

Provides Extra

test dev

Classifiers

Report project as malware

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