rule heatmap_rows: input: sensor = "data/raw/{pid}/{sensor}_with_datetime.csv", pid_file = "data/external/{pid}" params: table = "{sensor}", pid = "{pid}", bin_size = config["PHONE_VALID_SENSED_BINS"]["BIN_SIZE"] output: "reports/figures/{pid}/{sensor}_heatmap_rows.html" script: "../src/visualization/heatmap_rows.py" rule compliance_heatmap: input: sensor = "data/interim/{pid}/phone_sensed_bins.csv", pid_file = "data/external/{pid}" params: pid = "{pid}", bin_size = config["PHONE_VALID_SENSED_BINS"]["BIN_SIZE"] output: "reports/figures/{pid}/compliance_heatmap.html" script: "../src/visualization/compliance_heatmap.py" rule overall_compliance_heatmap: input: phone_sensed_bins = expand("data/interim/{pid}/phone_sensed_bins.csv", pid=config["PIDS"]), phone_valid_sensed_days = expand("data/interim/{pid}/phone_valid_sensed_days.csv", pid=config["PIDS"]), pid_files = expand("data/external/{pid}", pid=config["PIDS"]) params: local_timezone = config["READABLE_DATETIME"]["FIXED_TIMEZONE"], bin_size = config["PHONE_VALID_SENSED_BINS"]["BIN_SIZE"], min_bins_per_hour = config["PHONE_VALID_SENSED_DAYS"]["MIN_VALID_BINS_PER_HOUR"] output: "reports/figures/overall_compliance_heatmap.html" script: "../src/visualization/overall_compliance_heatmap.py" rule battery_consumption_rates_barchart: input: sensor = "data/processed/{pid}/battery_daily.csv", pid_file = "data/external/{pid}" params: pid = "{pid}" output: "reports/figures/{pid}/battery_consumption_rates_barchart.html" script: "../src/visualization/battery_consumption_rates_barchart.py" PHONE_SENSORS = [] PHONE_SENSORS.extend([config["MESSAGES"]["DB_TABLE"], config["CALLS"]["DB_TABLE"], config["BARNETT_LOCATION"]["DB_TABLE"], config["BLUETOOTH"]["DB_TABLE"], config["BATTERY"]["DB_TABLE"], config["SCREEN"]["DB_TABLE"], config["LIGHT"]["DB_TABLE"], config["ACCELEROMETER"]["DB_TABLE"], config["APPLICATIONS_FOREGROUND"]["DB_TABLE"],config["WIFI"]["DB_TABLE"]]) rule compliance_report: input: sensor_heatmaps = expand("reports/figures/{{pid}}/{sensor}_heatmap_rows.html", sensor=PHONE_SENSORS), compliance_heatmap = rules.compliance_heatmap.output output: "reports/compliance/{pid}/compliance_report.html", script: "../src/visualization/compliance_report.Rmd"