diff options
Diffstat (limited to 'flow-cleaner.go')
| -rw-r--r-- | flow-cleaner.go | 78 |
1 files changed, 78 insertions, 0 deletions
diff --git a/flow-cleaner.go b/flow-cleaner.go new file mode 100644 index 0000000..71c1196 --- /dev/null +++ b/flow-cleaner.go @@ -0,0 +1,78 @@ +package main + +import ( + "database/sql" + _ "github.com/go-sql-driver/mysql" + "log" + "time" +) + +var ( + logger *log.Logger +) + +func init() { + logger = log.New(os.Stdout, "[ Main ]", log.LstdFlags) +} + +func main() { + cfg, err := readConfig() + if err != nil { + logger.Println("Could not read config") + return + } + + switch cfg.DataSource { + case "stdin": + processFromStdin(cfg) + case "mysq": + processFromDB(cfg) + default: + logger.Println("Invalid dataSource in config. Needs to be either 'stdin' or 'mysql'.") + } + + logger.Println("Finished processing, now exiting") +} + +func processFromStdin(cfg *Config) { + logger.Println("Starting to process from stdin...") + input := readFromStdin() + rDatChan := parseRawData(input, cfg) + cleanFromStdin(rDatChan, cfg) +} + +func processFromDB(cfg *Config) { + logger.Print("Cleaning data...") + starttime := time.Now() + numOfRowsNotCleaned, err := cleanFromDB(cfg) + if err != nil { + logger.Println(err) + logger.Println("Exiting...") + return + } + logger.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 { + logger.Println("Adding differential privacy noise to processed data...") + db, err := sql.Open("mysql", cfg.DBUser+":"+cfg.DBPass+"@"+cfg.DBConn+"/"+cfg.DBName) + if err != nil { + logger.Println("Failed to connect to db:", err) + return + } + defer db.Close() + + ival, err := cfg.getInterval() + if err != nil { + logger.Println("erronous interval in conf prevents the privatization of data:", err) + return + } + + err = privatizeCleaned(db, starttime.Add(-2*ival), cfg) + if err != nil { + logger.Println("Failed to privatize data:", err) + } + logger.Println("Done!") + } +} |
