108 lines
3.4 KiB
Plaintext
108 lines
3.4 KiB
Plaintext
rule sms_metrics:
|
|
input:
|
|
"data/raw/{pid}/messages_with_datetime.csv"
|
|
params:
|
|
sms_type = "{sms_type}",
|
|
day_segment = "{day_segment}",
|
|
metrics = lambda wildcards: config["SMS"]["METRICS"][wildcards.sms_type]
|
|
output:
|
|
"data/processed/{pid}/sms_{sms_type}_{day_segment}.csv"
|
|
script:
|
|
"../src/features/sms_metrics.R"
|
|
|
|
rule call_metrics:
|
|
input:
|
|
"data/raw/{pid}/calls_with_datetime_unified.csv"
|
|
params:
|
|
call_type = "{call_type}",
|
|
day_segment = "{day_segment}",
|
|
metrics = lambda wildcards: config["CALLS"]["METRICS"][wildcards.call_type]
|
|
output:
|
|
"data/processed/{pid}/call_{call_type}_{day_segment}.csv"
|
|
script:
|
|
"../src/features/call_metrics.R"
|
|
|
|
rule battery_deltas:
|
|
input:
|
|
"data/raw/{pid}/battery_with_datetime.csv"
|
|
output:
|
|
"data/processed/{pid}/battery_deltas.csv"
|
|
script:
|
|
"../src/features/battery_deltas.R"
|
|
|
|
rule screen_deltas:
|
|
input:
|
|
"data/raw/{pid}/screen_with_datetime.csv"
|
|
output:
|
|
"data/processed/{pid}/screen_deltas.csv"
|
|
script:
|
|
"../src/features/screen_deltas.R"
|
|
|
|
rule google_activity_recognition_deltas:
|
|
input:
|
|
"data/raw/{pid}/plugin_google_activity_recognition_with_datetime.csv"
|
|
output:
|
|
"data/processed/{pid}/plugin_google_activity_recognition_deltas.csv"
|
|
script:
|
|
"../src/features/google_activity_recognition_deltas.R"
|
|
|
|
rule location_barnett_metrics:
|
|
input:
|
|
"data/raw/{pid}/locations_with_datetime.csv"
|
|
params:
|
|
accuracy_limit = config["BARNETT_LOCATION"]["ACCURACY_LIMIT"],
|
|
timezone = config["BARNETT_LOCATION"]["TIMEZONE"]
|
|
output:
|
|
"data/processed/{pid}/location_barnett.csv"
|
|
script:
|
|
"../src/features/location_barnett_metrics.R"
|
|
|
|
rule bluetooth_metrics:
|
|
input:
|
|
"data/raw/{pid}/bluetooth_with_datetime.csv"
|
|
params:
|
|
day_segment = "{day_segment}",
|
|
metrics = config["BLUETOOTH"]["METRICS"]
|
|
output:
|
|
"data/processed/{pid}/bluetooth_{day_segment}.csv"
|
|
script:
|
|
"../src/features/bluetooth_metrics.R"
|
|
|
|
rule activity_metrics:
|
|
input:
|
|
gar_events = "data/raw/{pid}/plugin_google_activity_recognition_with_datetime.csv",
|
|
gar_deltas = "data/processed/{pid}/plugin_google_activity_recognition_deltas.csv"
|
|
params:
|
|
segment = "{day_segment}",
|
|
metrics = config["GOOGLE_ACTIVITY_RECOGNITION"]["METRICS"]
|
|
output:
|
|
"data/processed/{pid}/google_activity_recognition_{day_segment}.csv"
|
|
script:
|
|
"../src/features/google_activity_recognition.py"
|
|
|
|
rule battery_metrics:
|
|
input:
|
|
"data/processed/{pid}/battery_deltas.csv"
|
|
params:
|
|
day_segment = "{day_segment}",
|
|
metrics = config["BATTERY"]["METRICS"]
|
|
output:
|
|
"data/processed/{pid}/battery_{day_segment}.csv"
|
|
script:
|
|
"../src/features/battery_metrics.py"
|
|
|
|
rule screen_metrics:
|
|
input:
|
|
screen_events = "data/raw/{pid}/screen_with_datetime.csv",
|
|
screen_deltas = "data/processed/{pid}/screen_deltas.csv"
|
|
params:
|
|
day_segment = "{day_segment}",
|
|
metrics_event = config["SCREEN"]["METRICS_EVENT"],
|
|
metrics_deltas = config["SCREEN"]["METRICS_DELTAS"],
|
|
episodes = config["SCREEN"]["EPISODES"]
|
|
output:
|
|
"data/processed/{pid}/screen_{day_segment}.csv"
|
|
script:
|
|
"../src/features/screen_metrics.py"
|
|
|