golang, logrus, write log to stdout also write to files as the same time with different format

logger.go

package logging

import (
	"time"
	"github.com/sirupsen/logrus"
	"github.com/snowzach/rotatefilehook"
	"github.com/mattn/go-colorable"
)


type logger struct { *logrus.Logger}

func (l *logger) Say(msg string){
	l.Info(msg)
}
func (l *logger) Sayf(fmt string, args ...interface{}){
	l.Infof(fmt,args)
}
func (l *logger) SayWithField(msg string, k string, v interface{}){
	l.WithField(k,v).Info(msg)
}
func (l *logger) SayWithFields(msg string, fields  map[string] interface{}){
	l.WithFields(fields).Info(msg)
}

func NewLogger() *logger{

	logLevel := logrus.InfoLevel
	log := logrus.New()
	log.SetLevel(logLevel)
	rotateFileHook, err := rotatefilehook.NewRotateFileHook(rotatefilehook.RotateFileConfig{
		Filename:   "logs/console.log",
		MaxSize:    50, // megabytes
		MaxBackups: 3,	// amouts
		MaxAge:     28, //days
		Level:      logLevel,
		Formatter: &logrus.JSONFormatter{
			TimestampFormat: time.RFC822,
		},
	})

	if err != nil {
		logrus.Fatalf("Failed to initialize file rotate hook: %v", err)
	}

	log.SetOutput(colorable.NewColorableStdout())
	log.SetFormatter(&logrus.TextFormatter{
		PadLevelText :true,
		ForceColors:     true,
		FullTimestamp:   true,
		TimestampFormat : "2006-01-02 15:04:05",
	})

	log.AddHook(rotateFileHook)

	return &logger{log}
}

main.go

package main

import (
	"logrus-test/logging"
)

func main() {
	log := logging.NewLogger()
	
	log.Info("Hello Info")
	log.Warn("Hello Warn")
	
	log.WithField("int",123).WithField("string","haha").Error("Hello Error")
	
	log.Say("Hello Say")
	log.Sayf("Hello Say %d", 123)
	log.SayWithField("Say with field", "int", 1)
	log.SayWithFields("Say with field", map[string]interface{}{
    "animal": "walrus",
    "val": 123,
  })
}