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Tests with pytest

make sure pytest is installed pip install -r requirements-dev.txt run pytest -s -o log_cli=true -o log_cli_level="DEBUG" from the repository root

test_mqtt_explorer.py:test_update_metrics

This test loads test mqtt data from a file and feeds it into mqtt_exporter and check if expected results are recorded in the prometheus client.

directory structure

Test data is loaded from following directory structure:

./tests/
    ./test_data/
        ./test1/
            conf.yaml
            mqtt_msg.csv
        ./test2/
            conf.yaml
            mqtt_msg.csv
        ./test_xyz/
            conf.yaml
            mqtt_msg.csv
   ./tmp_data
        [metric_test...##,txt]

In test-data each subfolder (e.g. test1, test_bla) contains a separate set of test data. There is no naming convention for folders. The could be descriptive like test_for_issue1234. Avoid any special characters and white spaces.

Files:

  • conf.yaml: a config like a config for mqtt_exporter itself, but only the metrics part and a new optional attribute timescale is read from it.
  • mqtt_msg.csv: fake mqtt data, format description see below.

tmp-data contains prometheus scrape output from after each processed mqtt msg data. This folder will be cleaned before each test run.

mqtt_msg.csv file format

mqtt_msg.csv is a CSV file with ; as delimiter and ' as quotation character. Following Column looks are expected:

in_topic;in_payload;out_name;out_labels;out_value;delay;assert
  • in_topic: topic as from mqtt server
  • in_payload: payload from mqtt server as string (will be converted byte array)
  • out_name: metric name without any suffix like total, sum, bucket, ...
  • out_labels: labels notes as a JSON string including the topic.
  • out_value: expected value for simple metrics like gauge it is a number. For other metrics is is a JSON string with expected values per suffix e.g. {"_count": 10, "_sum": 85.55, "_bucket": 10}
  • delay: seconds delay until the next mqtt msg is processed. The timescale config attribute speed up/slow down the delay. A time scale of 0 means no default, a timescale of 1 means realtime. Default timescale = 0
  • assert: True/False. Specify if the test should pass or not. In most cases this should be True

Metric type Histogram special handling here as it will log a $(metric_name)_bucket metric for each bucket with a reserved label le in the meaning of less or equal. Specify le for one bucket and set the expected count to the bucket attribute in the out_value JSON. See examples in test1.

For sample data see existing tests above.

Gather test data from live environment

If logging level is set to debug the log will contain some lines that should be already correct formatted to be placed in a mqtt_msq.csv.

they look like this:

2021-08-08 22:24:36,996 DEBUG: TEST_DATA: fhem/Terrasse/TermPearl02/humidity; 21.0; fhem_humidity_percent; {"location": "paz", "topic": "fhem/paz/TermPearl01/humidity"}; 17.0; 0; True
2021-08-08 22:24:30,601 DEBUG: TEST_DATA: fhem/Terrasse/TerrasseWeiss/humidity; 20.0; fhem_humidity_percent; {"location": "paz", "topic": "fhem/paz/TermPearl01/humidity"}; 17.0; 0; True
2021-08-08 22:24:27,097 DEBUG: TEST_DATA: fhem/Garten/TermFetanten01/temperature; 16.7; fhem_temperature_celsius; {"location": "Terrasse", "topic": "fhem/Terrasse/TerrasseWeiss/temperature"}; 16.0; 0; True
2021-08-08 22:23:58,831 DEBUG: TEST_DATA: fhem/paz/TermPearl01/humidity; 17.0; fhem_humidity_percent; {"location": "paz", "topic": "fhem/paz/TermPearl01/humidity"}; 17.0; 0; True

Tips:

  • remove .* DEBUG: TEST_DATA: .
  • Make sure the mqtt_msg.csv contains as first line the headers given above.
  • The captured data won't fit if the payload/__value__ has been replaced by a label_config. Please set in_payload to the correct value manually. An example for this exception is the - name: 'mqtt_broker_version' metric from the example configurations.
  • put the data in a new subfolder in the test_data dir. Copy also the config file from the live environment to this folder (you should remove the mqtt part from it. Make also sure the recorded data don't contain sensitive data).
  • Create a PR and share the test data, as this will allow all developers to verify code changes.