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Add additional expectations for fitbit data types
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@philerooski
philerooski committed Nov 13, 2024
1 parent 9244d8a commit 40dfd8d
Showing 1 changed file with 233 additions and 2 deletions.
235 changes: 233 additions & 2 deletions src/glue/resources/data_values_expectations.json
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Original file line number Diff line number Diff line change
@@ -1,6 +1,18 @@
{
"fitbitactivitylogs": {
"expectations": [
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "AverageHeartRate",
"min_value": 25,
"max_value": 300
}
}
],
"expectation_suite_name": "fitbitactivitylogs_expectations"
},
"fitbitdailydata": {
"expectation_suite_name": "fitbitdailydata_expectations",
"expectations": [
{
"expectation_type": "expect_column_values_to_be_between",
Expand All @@ -25,8 +37,227 @@
"min_value": 4,
"max_value": 40
}
},
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "MinutesFairlyActive",
"min_value": 0,
"max_value": 1440
}
},
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "MinutesLightlyActive",
"min_value": 0,
"max_value": 1440
}
},
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "MinutesSedentary",
"min_value": 0,
"max_value": 1440
}
},
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "MinutesVeryActive",
"min_value": 0,
"max_value": 1440
}
},
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "RestingHeartRate",
"min_value": 25,
"max_value": 300
}
},
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "Hrv_DailyRmssd",
"min_value": 3,
"max_value": 210
}
},
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "SpO2_Avg",
"min_value": 50,
"max_value": 100
}
},
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "SpO2_Min",
"min_value": 50,
"max_value": 100
}
},
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "SpO2_Max",
"min_value": 50,
"max_value": 100
}
},
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "TempSkin",
"min_value": -15,
"max_value": 15
}
}
]
],
"expectation_suite_name": "fitbitdailydata_expectations"
},
"fitbitintradaycombined": {
"expectations": [
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "DeepSleepSummaryBreathRate",
"min_value": 4,
"max_value": 40
}
},
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "RemSleepSummaryBreathRate",
"min_value": 4,
"max_value": 40
}
},
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "FullSleepSummaryBreathRate",
"min_value": 4,
"max_value": 40
}
},
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "LightSleepSummaryBreathRate",
"min_value": 4,
"max_value": 40
}
}
],
"expectation_suite_name": "fitbitintradaycombined_expectations"
},
"fitbitsleeplogs": {
"expectations": [
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "MinutesAfterWakeup",
"min_value": 0,
"max_value": 1440
}
},
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "MinutesAsleep",
"min_value": 0,
"max_value": 1440
}
},
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "MinutesAwake",
"min_value": 0,
"max_value": 1440
}
},
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "MinutesToFallAsleep",
"min_value": 0,
"max_value": 1440
}
},
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "TimeInBed",
"min_value": 0,
"max_value": 1440
}
},
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "SleepLevelAwake",
"min_value": 0,
"max_value": 1440
}
},
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "SleepLevelAsleep",
"min_value": 0,
"max_value": 1440
}
},
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "SleepLevelDeep",
"min_value": 0,
"max_value": 1440
}
},
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "SleepLevelLight",
"min_value": 0,
"max_value": 1440
}
},
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "SleepLevelRem",
"min_value": 0,
"max_value": 1440
}
},
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "SleepLevelRestless",
"min_value": 0,
"max_value": 1440
}
},
{
"expectation_type": "expect_column_values_to_be_between",
"kwargs": {
"column": "SleepLevelWake",
"min_value": 0,
"max_value": 1440
}
}
],
"expectation_suite_name": "fitbitsleeplogs_expectations"
},
"healthkitv2workouts": {
"expectation_suite_name": "healthkitv2workouts_expectations",
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