2019-10-24 18:11:24 +02:00
|
|
|
configfile: "config.yaml"
|
|
|
|
include: "rules/preprocessing.snakefile"
|
2019-10-24 22:27:43 +02:00
|
|
|
include: "rules/features.snakefile"
|
2019-10-25 17:12:55 +02:00
|
|
|
include: "rules/reports.snakefile"
|
2019-10-24 18:11:24 +02:00
|
|
|
|
|
|
|
rule all:
|
|
|
|
input:
|
2019-10-24 22:08:05 +02:00
|
|
|
expand("data/raw/{pid}/{sensor}_raw.csv", pid=config["PIDS"], sensor=config["SENSORS"]),
|
2019-10-24 22:27:43 +02:00
|
|
|
expand("data/raw/{pid}/{sensor}_with_datetime.csv", pid=config["PIDS"], sensor=config["SENSORS"]),
|
|
|
|
expand("data/processed/{pid}/com_sms_{sms_type}_{day_segment}_{metric}.csv",
|
|
|
|
pid=config["PIDS"],
|
|
|
|
sms_type = config["COM_SMS"]["SMS_TYPES"],
|
|
|
|
day_segment = config["COM_SMS"]["DAY_SEGMENTS"],
|
|
|
|
metric = config["COM_SMS"]["METRICS"]),
|
2019-10-25 17:12:55 +02:00
|
|
|
expand("reports/figures/{pid}/{sensor}_heatmap_rows.html", pid=config["PIDS"], sensor=config["SENSORS"]),
|
2019-10-24 18:11:24 +02:00
|
|
|
|
|
|
|
# --- Packrat Rules --- #
|
|
|
|
## Taken from https://github.com/lachlandeer/snakemake-econ-r
|
|
|
|
|
|
|
|
## packrat_install: installs packrat onto machine
|
|
|
|
rule packrat_install:
|
|
|
|
shell:
|
|
|
|
"R -e 'install.packages(\"packrat\", repos=\"http://cran.us.r-project.org\")'"
|
|
|
|
|
|
|
|
## packrat_install: initialize a packrat environment for this project
|
|
|
|
rule packrat_init:
|
|
|
|
shell:
|
|
|
|
"R -e 'packrat::init()'"
|
|
|
|
|
|
|
|
## packrat_snap : Look for new R packages in files & archives them
|
|
|
|
rule packrat_snap:
|
|
|
|
shell:
|
|
|
|
"R -e 'packrat::snapshot()'"
|
|
|
|
|
|
|
|
## packrat_restore: Installs archived packages onto a new machine
|
|
|
|
rule packrat_restore:
|
|
|
|
shell:
|
|
|
|
"R -e 'packrat::restore()'"
|