minio/cmd/benchmark-utils_test.go

/*
 * Minio Cloud Storage, (C) 2016 Minio, Inc.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */

package cmd

import (
	"bytes"
	"crypto/md5"
	"encoding/hex"
	"io/ioutil"
	"math"
	"math/rand"
	"strconv"
	"testing"
	"time"
)

// Prepare benchmark backend
func prepareBenchmarkBackend(instanceType string) (ObjectLayer, []string, error) {
	nDisks := 16
	disks, err := getRandomDisks(nDisks)
	if err != nil {
		return nil, nil, err
	}
	endpoints, err := parseStorageEndpoints(disks)
	if err != nil {
		return nil, nil, err
	}
	obj, _, err := initObjectLayer(endpoints, nil)
	if err != nil {
		return nil, nil, err
	}

	return obj, disks, nil
}

// Benchmark utility functions for ObjectLayer.PutObject().
// Creates Object layer setup ( MakeBucket ) and then runs the PutObject benchmark.
func runPutObjectBenchmark(b *testing.B, obj ObjectLayer, objSize int) {
	var err error
	// obtains random bucket name.
	bucket := getRandomBucketName()
	// create bucket.
	err = obj.MakeBucket(bucket)
	if err != nil {
		b.Fatal(err)
	}

	// get text data generated for number of bytes equal to object size.
	textData := generateBytesData(objSize)
	// generate md5sum for the generated data.
	// md5sum of the data to written is required as input for PutObject.
	hasher := md5.New()
	hasher.Write([]byte(textData))
	metadata := make(map[string]string)
	metadata["md5Sum"] = hex.EncodeToString(hasher.Sum(nil))
	sha256sum := ""
	// benchmark utility which helps obtain number of allocations and bytes allocated per ops.
	b.ReportAllocs()
	// the actual benchmark for PutObject starts here. Reset the benchmark timer.
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		// insert the object.
		objInfo, err := obj.PutObject(bucket, "object"+strconv.Itoa(i), int64(len(textData)), bytes.NewBuffer(textData), metadata, sha256sum)
		if err != nil {
			b.Fatal(err)
		}
		if objInfo.MD5Sum != metadata["md5Sum"] {
			b.Fatalf("Write no: %d: Md5Sum mismatch during object write into the bucket: Expected %s, got %s", i+1, objInfo.MD5Sum, metadata["md5Sum"])
		}
	}
	// Benchmark ends here. Stop timer.
	b.StopTimer()
}

// Benchmark utility functions for ObjectLayer.PutObjectPart().
// Creates Object layer setup ( MakeBucket ) and then runs the PutObjectPart benchmark.
func runPutObjectPartBenchmark(b *testing.B, obj ObjectLayer, partSize int) {
	var err error
	// obtains random bucket name.
	bucket := getRandomBucketName()
	object := getRandomObjectName()

	// create bucket.
	err = obj.MakeBucket(bucket)
	if err != nil {
		b.Fatal(err)
	}

	objSize := 128 * 1024 * 1024

	// PutObjectPart returns md5Sum of the object inserted.
	// md5Sum variable is assigned with that value.
	var md5Sum, uploadID string
	// get text data generated for number of bytes equal to object size.
	textData := generateBytesData(objSize)
	// generate md5sum for the generated data.
	// md5sum of the data to written is required as input for NewMultipartUpload.
	hasher := md5.New()
	hasher.Write([]byte(textData))
	metadata := make(map[string]string)
	metadata["md5Sum"] = hex.EncodeToString(hasher.Sum(nil))
	sha256sum := ""
	uploadID, err = obj.NewMultipartUpload(bucket, object, metadata)
	if err != nil {
		b.Fatal(err)
	}

	var textPartData []byte
	// benchmark utility which helps obtain number of allocations and bytes allocated per ops.
	b.ReportAllocs()
	// the actual benchmark for PutObjectPart starts here. Reset the benchmark timer.
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		// insert the object.
		totalPartsNR := int(math.Ceil(float64(objSize) / float64(partSize)))
		for j := 0; j < totalPartsNR; j++ {
			hasher.Reset()
			if j < totalPartsNR-1 {
				textPartData = textData[j*partSize : (j+1)*partSize-1]
			} else {
				textPartData = textData[j*partSize:]
			}
			hasher.Write([]byte(textPartData))
			metadata := make(map[string]string)
			metadata["md5Sum"] = hex.EncodeToString(hasher.Sum(nil))
			md5Sum, err = obj.PutObjectPart(bucket, object, uploadID, j, int64(len(textPartData)), bytes.NewBuffer(textPartData), metadata["md5Sum"], sha256sum)
			if err != nil {
				b.Fatal(err)
			}
			if md5Sum != metadata["md5Sum"] {
				b.Fatalf("Write no: %d: Md5Sum mismatch during object write into the bucket: Expected %s, got %s", i+1, md5Sum, metadata["md5Sum"])
			}
		}
	}
	// Benchmark ends here. Stop timer.
	b.StopTimer()
}

// creates XL/FS backend setup, obtains the object layer and calls the runPutObjectPartBenchmark function.
func benchmarkPutObjectPart(b *testing.B, instanceType string, objSize int) {
	rootPath, err := newTestConfig("us-east-1")
	if err != nil {
		b.Fatalf("Unable to initialize config. %s", err)
	}
	defer removeAll(rootPath)

	// create a temp XL/FS backend.
	objLayer, disks, err := prepareBenchmarkBackend(instanceType)
	if err != nil {
		b.Fatalf("Failed obtaining Temp Backend: <ERROR> %s", err)
	}
	// cleaning up the backend by removing all the directories and files created on function return.
	defer removeRoots(disks)
	// uses *testing.B and the object Layer to run the benchmark.
	runPutObjectPartBenchmark(b, objLayer, objSize)
}

// creates XL/FS backend setup, obtains the object layer and calls the runPutObjectBenchmark function.
func benchmarkPutObject(b *testing.B, instanceType string, objSize int) {
	rootPath, err := newTestConfig("us-east-1")
	if err != nil {
		b.Fatalf("Unable to initialize config. %s", err)
	}
	defer removeAll(rootPath)

	// create a temp XL/FS backend.
	objLayer, disks, err := prepareBenchmarkBackend(instanceType)
	if err != nil {
		b.Fatalf("Failed obtaining Temp Backend: <ERROR> %s", err)
	}
	// cleaning up the backend by removing all the directories and files created on function return.
	defer removeRoots(disks)
	// uses *testing.B and the object Layer to run the benchmark.
	runPutObjectBenchmark(b, objLayer, objSize)
}

// creates XL/FS backend setup, obtains the object layer and runs parallel benchmark for put object.
func benchmarkPutObjectParallel(b *testing.B, instanceType string, objSize int) {
	rootPath, err := newTestConfig("us-east-1")
	if err != nil {
		b.Fatalf("Unable to initialize config. %s", err)
	}
	defer removeAll(rootPath)

	// create a temp XL/FS backend.
	objLayer, disks, err := prepareBenchmarkBackend(instanceType)
	if err != nil {
		b.Fatalf("Failed obtaining Temp Backend: <ERROR> %s", err)
	}
	// cleaning up the backend by removing all the directories and files created on function return.
	defer removeRoots(disks)
	// uses *testing.B and the object Layer to run the benchmark.
	runPutObjectBenchmarkParallel(b, objLayer, objSize)
}

// Benchmark utility functions for ObjectLayer.GetObject().
// Creates Object layer setup ( MakeBucket, PutObject) and then runs the benchmark.
func runGetObjectBenchmark(b *testing.B, obj ObjectLayer, objSize int) {
	rootPath, err := newTestConfig("us-east-1")
	if err != nil {
		b.Fatalf("Unable to initialize config. %s", err)
	}
	defer removeAll(rootPath)

	// obtains random bucket name.
	bucket := getRandomBucketName()
	// create bucket.
	err = obj.MakeBucket(bucket)
	if err != nil {
		b.Fatal(err)
	}

	sha256sum := ""
	for i := 0; i < 10; i++ {
		// get text data generated for number of bytes equal to object size.
		textData := generateBytesData(objSize)
		// generate md5sum for the generated data.
		// md5sum of the data to written is required as input for PutObject.
		// PutObject is the functions which writes the data onto the FS/XL backend.
		hasher := md5.New()
		hasher.Write([]byte(textData))
		metadata := make(map[string]string)
		metadata["md5Sum"] = hex.EncodeToString(hasher.Sum(nil))
		// insert the object.
		var objInfo ObjectInfo
		objInfo, err = obj.PutObject(bucket, "object"+strconv.Itoa(i), int64(len(textData)), bytes.NewBuffer(textData), metadata, sha256sum)
		if err != nil {
			b.Fatal(err)
		}
		if objInfo.MD5Sum != metadata["md5Sum"] {
			b.Fatalf("Write no: %d: Md5Sum mismatch during object write into the bucket: Expected %s, got %s", i+1, objInfo.MD5Sum, metadata["md5Sum"])
		}
	}

	// benchmark utility which helps obtain number of allocations and bytes allocated per ops.
	b.ReportAllocs()
	// the actual benchmark for GetObject starts here. Reset the benchmark timer.
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		var buffer = new(bytes.Buffer)
		err = obj.GetObject(bucket, "object"+strconv.Itoa(i%10), 0, int64(objSize), buffer)
		if err != nil {
			b.Error(err)
		}
	}
	// Benchmark ends here. Stop timer.
	b.StopTimer()

}

// randomly picks a character and returns its equivalent byte array.
func getRandomByte() []byte {
	const letterBytes = "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ"
	// seeding the random number generator.
	rand.Seed(time.Now().UTC().UnixNano())
	var b byte
	// pick a character randomly.
	b = letterBytes[rand.Intn(len(letterBytes))]
	return []byte{b}
}

// picks a random byte and repeats it to size bytes.
func generateBytesData(size int) []byte {
	// repeat the random character chosen size
	return bytes.Repeat(getRandomByte(), size)
}

// creates XL/FS backend setup, obtains the object layer and calls the runGetObjectBenchmark function.
func benchmarkGetObject(b *testing.B, instanceType string, objSize int) {
	rootPath, err := newTestConfig("us-east-1")
	if err != nil {
		b.Fatalf("Unable to initialize config. %s", err)
	}
	defer removeAll(rootPath)

	// create a temp XL/FS backend.
	objLayer, disks, err := prepareBenchmarkBackend(instanceType)
	if err != nil {
		b.Fatalf("Failed obtaining Temp Backend: <ERROR> %s", err)
	}
	// cleaning up the backend by removing all the directories and files created.
	defer removeRoots(disks)
	//  uses *testing.B and the object Layer to run the benchmark.
	runGetObjectBenchmark(b, objLayer, objSize)
}

// creates XL/FS backend setup, obtains the object layer and runs parallel benchmark for ObjectLayer.GetObject() .
func benchmarkGetObjectParallel(b *testing.B, instanceType string, objSize int) {
	rootPath, err := newTestConfig("us-east-1")
	if err != nil {
		b.Fatalf("Unable to initialize config. %s", err)
	}
	defer removeAll(rootPath)

	// create a temp XL/FS backend.
	objLayer, disks, err := prepareBenchmarkBackend(instanceType)
	if err != nil {
		b.Fatalf("Failed obtaining Temp Backend: <ERROR> %s", err)
	}
	// cleaning up the backend by removing all the directories and files created.
	defer removeRoots(disks)
	//  uses *testing.B and the object Layer to run the benchmark.
	runGetObjectBenchmarkParallel(b, objLayer, objSize)
}

// Parallel benchmark utility functions for ObjectLayer.PutObject().
// Creates Object layer setup ( MakeBucket ) and then runs the PutObject benchmark.
func runPutObjectBenchmarkParallel(b *testing.B, obj ObjectLayer, objSize int) {
	rootPath, err := newTestConfig("us-east-1")
	if err != nil {
		b.Fatalf("Unable to initialize config. %s", err)
	}
	defer removeAll(rootPath)

	// obtains random bucket name.
	bucket := getRandomBucketName()
	// create bucket.
	err = obj.MakeBucket(bucket)
	if err != nil {
		b.Fatal(err)
	}

	// get text data generated for number of bytes equal to object size.
	textData := generateBytesData(objSize)
	// generate md5sum for the generated data.
	// md5sum of the data to written is required as input for PutObject.
	hasher := md5.New()
	hasher.Write([]byte(textData))
	metadata := make(map[string]string)
	metadata["md5Sum"] = hex.EncodeToString(hasher.Sum(nil))
	sha256sum := ""
	// benchmark utility which helps obtain number of allocations and bytes allocated per ops.
	b.ReportAllocs()
	// the actual benchmark for PutObject starts here. Reset the benchmark timer.
	b.ResetTimer()

	b.RunParallel(func(pb *testing.PB) {
		i := 0
		for pb.Next() {
			// insert the object.
			objInfo, err := obj.PutObject(bucket, "object"+strconv.Itoa(i), int64(len(textData)), bytes.NewBuffer(textData), metadata, sha256sum)
			if err != nil {
				b.Fatal(err)
			}
			if objInfo.MD5Sum != metadata["md5Sum"] {
				b.Fatalf("Write no: Md5Sum mismatch during object write into the bucket: Expected %s, got %s", objInfo.MD5Sum, metadata["md5Sum"])
			}
			i++
		}
	})

	// Benchmark ends here. Stop timer.
	b.StopTimer()
}

// Parallel benchmark utility functions for ObjectLayer.GetObject().
// Creates Object layer setup ( MakeBucket, PutObject) and then runs the benchmark.
func runGetObjectBenchmarkParallel(b *testing.B, obj ObjectLayer, objSize int) {
	rootPath, err := newTestConfig("us-east-1")
	if err != nil {
		b.Fatalf("Unable to initialize config. %s", err)
	}
	defer removeAll(rootPath)

	// obtains random bucket name.
	bucket := getRandomBucketName()
	// create bucket.
	err = obj.MakeBucket(bucket)
	if err != nil {
		b.Fatal(err)
	}

	for i := 0; i < 10; i++ {
		// get text data generated for number of bytes equal to object size.
		textData := generateBytesData(objSize)
		// generate md5sum for the generated data.
		// md5sum of the data to written is required as input for PutObject.
		// PutObject is the functions which writes the data onto the FS/XL backend.
		hasher := md5.New()
		hasher.Write([]byte(textData))
		metadata := make(map[string]string)
		metadata["md5Sum"] = hex.EncodeToString(hasher.Sum(nil))
		sha256sum := ""
		// insert the object.
		var objInfo ObjectInfo
		objInfo, err = obj.PutObject(bucket, "object"+strconv.Itoa(i), int64(len(textData)), bytes.NewBuffer(textData), metadata, sha256sum)
		if err != nil {
			b.Fatal(err)
		}
		if objInfo.MD5Sum != metadata["md5Sum"] {
			b.Fatalf("Write no: %d: Md5Sum mismatch during object write into the bucket: Expected %s, got %s", i+1, objInfo.MD5Sum, metadata["md5Sum"])
		}
	}

	// benchmark utility which helps obtain number of allocations and bytes allocated per ops.
	b.ReportAllocs()
	// the actual benchmark for GetObject starts here. Reset the benchmark timer.
	b.ResetTimer()
	b.RunParallel(func(pb *testing.PB) {
		i := 0
		for pb.Next() {
			err = obj.GetObject(bucket, "object"+strconv.Itoa(i), 0, int64(objSize), ioutil.Discard)
			if err != nil {
				b.Error(err)
			}
			i++
			if i == 10 {
				i = 0
			}
		}
	})
	// Benchmark ends here. Stop timer.
	b.StopTimer()

}