package main import ( "database/sql" _ "github.com/go-sql-driver/mysql" "log" "time" ) func main() { log.Println("Reading config...") cfg, err := readConfig() if err != nil { log.Println("Could not read config") return } log.Println("Done!") switch cfg.DataSource { case "stdin": processFromStdin() case "mysq": pricessFromDB() default: log.Println("Invalid dataSource in config. Needs to be either 'stdin' or 'mysql'.") } log.Println("Finished processing, now exiting") } func processFromStdin() { log.Println("Starting to process from stdin...") input := readFromStdin() rDatChan := parseRawData(input, cfg) cleanFromStdin(rDatChan, cfg) } func processFromDB() { log.Print("Cleaning data...") starttime := time.Now() numOfRowsNotCleaned, err := cleanFromDB(cfg) if err != nil { log.Println(err) log.Println("Exiting...") return } log.Println("Done!") // If either all rows are processed or if there is no limit for the processing // we can safely add noise to the cleaned data if (numOfRowsNotCleaned == 0 || cfg.Limit == 0) && cfg.Epsilon >= 0 { log.Println("Adding differential privacy noise to processed data...") db, err := sql.Open("mysql", cfg.DBUser+":"+cfg.DBPass+"@"+cfg.DBConn+"/"+cfg.DBName) if err != nil { log.Println("Failed to connect to db:", err) return } defer db.Close() ival, err := cfg.getInterval() if err != nil { log.Println("erronous interval in conf prevents the privatization of data:", err) return } err = privatizeCleaned(db, starttime.Add(-2*ival), cfg) if err != nil { log.Println("Failed to privatize data:", err) } log.Println("Done!") } }