2019-11-06 21:38:08 +01:00
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rule sms_metrics:
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2019-10-24 22:27:43 +02:00
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input:
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"data/raw/{pid}/messages_with_datetime.csv"
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params:
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sms_type = "{sms_type}",
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day_segment = "{day_segment}",
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2019-11-06 21:38:08 +01:00
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metrics = lambda wildcards: config["SMS"]["METRICS"][wildcards.sms_type]
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2019-10-24 22:27:43 +02:00
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output:
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2019-11-06 21:38:08 +01:00
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"data/processed/{pid}/sms_{sms_type}_{day_segment}.csv"
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2019-10-24 22:27:43 +02:00
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script:
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2019-11-06 21:38:08 +01:00
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"../src/features/sms_metrics.R"
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2019-10-25 16:21:09 +02:00
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2019-11-06 20:47:33 +01:00
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rule call_metrics:
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2019-10-25 16:21:09 +02:00
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input:
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2019-11-12 21:12:43 +01:00
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"data/raw/{pid}/calls_with_datetime_unified.csv"
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2019-10-25 16:21:09 +02:00
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params:
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call_type = "{call_type}",
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day_segment = "{day_segment}",
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2019-11-06 20:47:33 +01:00
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metrics = lambda wildcards: config["CALLS"]["METRICS"][wildcards.call_type]
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2019-10-25 16:21:09 +02:00
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output:
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2019-11-06 20:47:33 +01:00
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"data/processed/{pid}/call_{call_type}_{day_segment}.csv"
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2019-10-25 16:21:09 +02:00
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script:
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2019-11-06 21:43:41 +01:00
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"../src/features/call_metrics.R"
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2019-11-05 16:47:55 +01:00
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rule battery_deltas:
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input:
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2019-12-05 22:24:05 +01:00
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"data/raw/{pid}/battery_with_datetime_unified.csv"
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2019-11-05 16:47:55 +01:00
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output:
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"data/processed/{pid}/battery_deltas.csv"
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script:
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2019-11-05 21:17:20 +01:00
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"../src/features/battery_deltas.R"
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2019-11-27 21:27:48 +01:00
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rule screen_deltas:
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input:
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2020-03-03 01:26:20 +01:00
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screen = "data/raw/{pid}/screen_with_datetime.csv",
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participant_info = "data/external/{pid}"
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2019-11-27 21:27:48 +01:00
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output:
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"data/processed/{pid}/screen_deltas.csv"
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script:
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"../src/features/screen_deltas.R"
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2019-11-27 21:53:37 +01:00
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rule google_activity_recognition_deltas:
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input:
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"data/raw/{pid}/plugin_google_activity_recognition_with_datetime.csv"
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output:
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2019-11-28 00:06:31 +01:00
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"data/processed/{pid}/plugin_google_activity_recognition_deltas.csv"
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2019-11-27 21:53:37 +01:00
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script:
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"../src/features/google_activity_recognition_deltas.R"
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2019-11-05 21:17:20 +01:00
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rule location_barnett_metrics:
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input:
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2019-12-10 01:15:10 +01:00
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raw = "data/raw/{pid}/locations_raw.csv",
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fused = rules.resample_fused_location.output
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2019-11-05 21:17:20 +01:00
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params:
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2020-02-21 16:58:35 +01:00
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metrics = config["BARNETT_LOCATION"]["METRICS"],
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2019-12-10 01:15:10 +01:00
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locations_to_use = config["BARNETT_LOCATION"]["LOCATIONS_TO_USE"],
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2019-11-05 21:17:20 +01:00
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accuracy_limit = config["BARNETT_LOCATION"]["ACCURACY_LIMIT"],
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2020-03-05 16:32:38 +01:00
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timezone = config["BARNETT_LOCATION"]["TIMEZONE"],
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day_segment = "{day_segment}"
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2019-11-05 21:17:20 +01:00
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output:
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2020-03-05 16:32:38 +01:00
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"data/processed/{pid}/location_barnett_{day_segment}.csv"
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2019-11-05 21:17:20 +01:00
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script:
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2019-11-06 18:19:30 +01:00
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"../src/features/location_barnett_metrics.R"
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rule bluetooth_metrics:
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input:
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"data/raw/{pid}/bluetooth_with_datetime.csv"
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params:
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day_segment = "{day_segment}",
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metrics = config["BLUETOOTH"]["METRICS"]
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output:
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"data/processed/{pid}/bluetooth_{day_segment}.csv"
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script:
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2019-11-06 19:34:47 +01:00
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"../src/features/bluetooth_metrics.R"
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rule activity_metrics:
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input:
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2019-11-28 00:06:31 +01:00
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gar_events = "data/raw/{pid}/plugin_google_activity_recognition_with_datetime.csv",
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gar_deltas = "data/processed/{pid}/plugin_google_activity_recognition_deltas.csv"
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2019-11-18 20:22:08 +01:00
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params:
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segment = "{day_segment}",
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metrics = config["GOOGLE_ACTIVITY_RECOGNITION"]["METRICS"]
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2019-11-06 19:34:47 +01:00
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output:
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2019-11-18 20:22:08 +01:00
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"data/processed/{pid}/google_activity_recognition_{day_segment}.csv"
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2019-11-06 19:34:47 +01:00
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script:
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2019-11-06 20:46:23 +01:00
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"../src/features/google_activity_recognition.py"
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2019-11-08 18:18:21 +01:00
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rule battery_metrics:
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input:
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"data/processed/{pid}/battery_deltas.csv"
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2019-11-25 18:53:32 +01:00
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params:
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day_segment = "{day_segment}",
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metrics = config["BATTERY"]["METRICS"]
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2019-11-08 18:18:21 +01:00
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output:
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2019-11-25 18:53:32 +01:00
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"data/processed/{pid}/battery_{day_segment}.csv"
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2019-11-08 18:18:21 +01:00
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script:
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"../src/features/battery_metrics.py"
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2019-11-27 20:25:17 +01:00
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rule screen_metrics:
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input:
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2019-12-04 22:04:37 +01:00
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screen_deltas = "data/processed/{pid}/screen_deltas.csv",
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phone_sensed_bins = "data/interim/{pid}/phone_sensed_bins.csv"
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2019-11-27 20:25:17 +01:00
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params:
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day_segment = "{day_segment}",
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2020-03-04 18:21:36 +01:00
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reference_hour_first_use = config["SCREEN"]["REFERENCE_HOUR_FIRST_USE"],
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2019-12-02 17:22:50 +01:00
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metrics_deltas = config["SCREEN"]["METRICS_DELTAS"],
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2020-03-03 23:31:15 +01:00
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episode_types = config["SCREEN"]["EPISODE_TYPES"],
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2019-12-05 17:07:40 +01:00
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bin_size = config["PHONE_VALID_SENSED_DAYS"]["BIN_SIZE"]
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2019-11-27 20:25:17 +01:00
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output:
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"data/processed/{pid}/screen_{day_segment}.csv"
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script:
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"../src/features/screen_metrics.py"
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2020-01-14 15:51:39 +01:00
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rule light_metrics:
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input:
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"data/raw/{pid}/light_with_datetime.csv",
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params:
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day_segment = "{day_segment}",
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metrics = config["LIGHT"]["METRICS"],
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output:
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"data/processed/{pid}/light_{day_segment}.csv"
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script:
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"../src/features/light_metrics.py"
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2020-01-15 20:15:24 +01:00
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rule accelerometer_metrics:
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input:
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"data/raw/{pid}/accelerometer_with_datetime.csv",
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params:
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day_segment = "{day_segment}",
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metrics = config["ACCELEROMETER"]["METRICS"],
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output:
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"data/processed/{pid}/accelerometer_{day_segment}.csv"
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script:
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"../src/features/accelerometer_metrics.py"
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2020-01-29 22:22:53 +01:00
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2020-02-07 17:52:55 +01:00
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rule applications_foreground_metrics:
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input:
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"data/interim/{pid}/applications_foreground_with_datetime_with_genre.csv",
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params:
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day_segment = "{day_segment}",
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single_categories = config["APPLICATIONS_FOREGROUND"]["SINGLE_CATEGORIES"],
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multiple_categories = config["APPLICATIONS_FOREGROUND"]["MULTIPLE_CATEGORIES"],
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single_apps = config["APPLICATIONS_FOREGROUND"]["SINGLE_APPS"],
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excluded_categories = config["APPLICATIONS_FOREGROUND"]["EXCLUDED_CATEGORIES"],
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excluded_apps = config["APPLICATIONS_FOREGROUND"]["EXCLUDED_APPS"],
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metrics = config["APPLICATIONS_FOREGROUND"]["METRICS"],
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output:
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"data/processed/{pid}/applications_foreground_{day_segment}.csv"
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script:
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"../src/features/applications_foreground_metrics.py"
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2020-02-07 17:35:15 +01:00
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rule fitbit_heartrate_metrics:
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input:
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"data/raw/{pid}/fitbit_heartrate_with_datetime.csv",
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params:
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day_segment = "{day_segment}",
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metrics = config["HEARTRATE"]["METRICS"],
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output:
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"data/processed/{pid}/fitbit_heartrate_{day_segment}.csv"
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script:
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"../src/features/fitbit_heartrate_metrics.py"
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2020-01-29 22:22:53 +01:00
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rule fitbit_step_metrics:
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input:
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steps_data = "data/raw/{pid}/fitbit_steps_with_datetime.csv",
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params:
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day_segment = "{day_segment}",
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metrics_all_steps = config["STEP"]["METRICS"]["ALL_STEPS"],
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metrics_sedentary_bout = config["STEP"]["METRICS"]["SEDENTARY_BOUT"],
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metrics_active_bout = config["STEP"]["METRICS"]["ACTIVE_BOUT"],
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threshold_active_bout = config["STEP"]["THRESHOLD_ACTIVE_BOUT"]
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output:
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"data/processed/{pid}/fitbit_step_{day_segment}.csv"
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script:
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|
"../src/features/fitbit_step_metrics.py"
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