99 lines
3.0 KiB
Plaintext
99 lines
3.0 KiB
Plaintext
rule sms_metrics:
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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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metrics = lambda wildcards: config["SMS"]["METRICS"][wildcards.sms_type]
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output:
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"data/processed/{pid}/sms_{sms_type}_{day_segment}.csv"
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script:
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"../src/features/sms_metrics.R"
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rule call_metrics:
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input:
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"data/raw/{pid}/calls_with_datetime_unified.csv"
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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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metrics = lambda wildcards: config["CALLS"]["METRICS"][wildcards.call_type]
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output:
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"data/processed/{pid}/call_{call_type}_{day_segment}.csv"
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script:
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"../src/features/call_metrics.R"
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rule battery_deltas:
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input:
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"data/raw/{pid}/battery_with_datetime.csv"
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output:
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"data/processed/{pid}/battery_deltas.csv"
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script:
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"../src/features/battery_deltas.R"
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rule screen_deltas:
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input:
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"data/raw/{pid}/screen_with_datetime.csv"
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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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rule location_barnett_metrics:
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input:
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"data/raw/{pid}/locations_with_datetime.csv"
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params:
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accuracy_limit = config["BARNETT_LOCATION"]["ACCURACY_LIMIT"],
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timezone = config["BARNETT_LOCATION"]["TIMEZONE"]
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output:
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"data/processed/{pid}/location_barnett.csv"
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script:
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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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"../src/features/bluetooth_metrics.R"
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rule activity_metrics:
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input:
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"data/raw/{pid}/plugin_google_activity_recognition_with_datetime.csv"
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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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output:
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"data/processed/{pid}/google_activity_recognition_{day_segment}.csv"
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script:
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"../src/features/google_activity_recognition.py"
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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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params:
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day_segment = "{day_segment}",
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metrics = config["BATTERY"]["METRICS"]
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output:
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"data/processed/{pid}/battery_{day_segment}.csv"
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script:
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"../src/features/battery_metrics.py"
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rule screen_metrics:
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input:
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screen_events = "data/raw/{pid}/screen_with_datetime.csv",
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screen_deltas = "data/processed/{pid}/screen_deltas.csv"
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params:
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day_segment = "{day_segment}",
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metrics_event = config["SCREEN"]["METRICS_EVENT"],
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metrics_episode = config["SCREEN"]["METRICS_EPISODE"],
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episodes = config["SCREEN"]["EPISODES"]
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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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