SDK for Go V2 を使用した Amazon Redshift の例 - AWS SDKコードの例

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SDK for Go V2 を使用した Amazon Redshift の例

次のコード例は、Amazon Redshift で AWS SDK for Go V2 を使用してアクションを実行し、一般的なシナリオを実装する方法を示しています。

「基本」は、重要なオペレーションをサービス内で実行する方法を示すコード例です。

アクションはより大きなプログラムからのコードの抜粋であり、コンテキスト内で実行する必要があります。アクションは個々のサービス機能を呼び出す方法を示していますが、コンテキスト内のアクションは、関連するシナリオで確認できます。

各例には、完全なソースコードへのリンクが含まれています。ここでは、コンテキストでコードを設定および実行する方法の手順を確認できます。

開始方法

以下のコード例は、Amazon Redshift の使用を開始する方法を示しています。

Go V2 のSDK
注記

GitHub には他にもあります。用例一覧を検索し、AWS コード例リポジトリでの設定と実行の方法を確認してください。

package main import ( "context" "fmt" "github.com/aws/aws-sdk-go-v2/aws" "github.com/aws/aws-sdk-go-v2/config" "github.com/aws/aws-sdk-go-v2/service/redshift" ) // main uses the AWS SDK for Go V2 to create a Redshift client // and list up to 10 clusters in your account. // This example uses the default settings specified in your shared credentials // and config files. func main() { ctx := context.Background() sdkConfig, err := config.LoadDefaultConfig(ctx) if err != nil { fmt.Println("Couldn't load default configuration. Have you set up your AWS account?") fmt.Println(err) return } redshiftClient := redshift.NewFromConfig(sdkConfig) count := 20 fmt.Printf("Let's list up to %v clusters for your account.\n", count) result, err := redshiftClient.DescribeClusters(ctx, &redshift.DescribeClustersInput{ MaxRecords: aws.Int32(int32(count)), }) if err != nil { fmt.Printf("Couldn't list clusters for your account. Here's why: %v\n", err) return } if len(result.Clusters) == 0 { fmt.Println("You don't have any clusters!") return } for _, cluster := range result.Clusters { fmt.Printf("\t%v : %v\n", *cluster.ClusterIdentifier, *cluster.ClusterStatus) } }
  • API の詳細については、DescribeClusters AWS SDK for Go リファレンスの API を参照してください。

基本

次のコード例は、an AWS SDK を使用して Amazon Redshift のコアオペレーションを学習する方法を示しています。

Go V2 のSDK
注記

GitHub には他にもあります。用例一覧を検索し、AWS コード例リポジトリでの設定と実行の方法を確認してください。

package scenarios import ( "context" "encoding/json" "errors" "fmt" "log" "math/rand" "strings" "time" "github.com/aws/aws-sdk-go-v2/aws" redshift_types "github.com/aws/aws-sdk-go-v2/service/redshift/types" redshiftdata_types "github.com/aws/aws-sdk-go-v2/service/redshiftdata/types" "github.com/aws/aws-sdk-go-v2/service/secretsmanager" "github.com/awsdocs/aws-doc-sdk-examples/gov2/demotools" "github.com/awsdocs/aws-doc-sdk-examples/gov2/redshift/actions" "github.com/aws/aws-sdk-go-v2/service/redshift" "github.com/aws/aws-sdk-go-v2/service/redshiftdata" ) // IScenarioHelper abstracts input and wait functions from a scenario so that they // can be mocked for unit testing. type IScenarioHelper interface { GetName() string } const rMax = 100000 type ScenarioHelper struct { Prefix string Random *rand.Rand } // GetName returns a unique name formed of a prefix and a random number. func (helper ScenarioHelper) GetName() string { return fmt.Sprintf("%v%v", helper.Prefix, helper.Random.Intn(rMax)) } // RedshiftBasicsScenario separates the steps of this scenario into individual functions so that // they are simpler to read and understand. type RedshiftBasicsScenario struct { sdkConfig aws.Config helper IScenarioHelper questioner demotools.IQuestioner pauser demotools.IPausable filesystem demotools.IFileSystem redshiftActor *actions.RedshiftActions redshiftDataActor *actions.RedshiftDataActions secretsmanager *SecretsManager } // SecretsManager is used to retrieve username and password information from a secure service. type SecretsManager struct { SecretsManagerClient *secretsmanager.Client } // RedshiftBasics constructs a new Redshift Basics runner. func RedshiftBasics(sdkConfig aws.Config, questioner demotools.IQuestioner, pauser demotools.IPausable, filesystem demotools.IFileSystem, helper IScenarioHelper) RedshiftBasicsScenario { scenario := RedshiftBasicsScenario{ sdkConfig: sdkConfig, helper: helper, questioner: questioner, pauser: pauser, filesystem: filesystem, secretsmanager: &SecretsManager{SecretsManagerClient: secretsmanager.NewFromConfig(sdkConfig)}, redshiftActor: &actions.RedshiftActions{RedshiftClient: redshift.NewFromConfig(sdkConfig)}, redshiftDataActor: &actions.RedshiftDataActions{RedshiftDataClient: redshiftdata.NewFromConfig(sdkConfig)}, } return scenario } // Movie makes it easier to use Movie objects given in json format. type Movie struct { ID int `json:"id"` Title string `json:"title"` Year int `json:"year"` } // User makes it easier to get the User data back from SecretsManager and use it later. type User struct { Username string `json:"userName"` Password string `json:"userPassword"` } // Run runs the RedshiftBasics interactive example that shows you how to use Amazon // Redshift and how to interact with its common endpoints. // // 0. Retrieve username and password information to access Redshift. // 1. Create a cluster. // 2. Wait for the cluster to become available. // 3. List the available databases in the region. // 4. Create a table named "Movies" in the "dev" database. // 5. Populate the movies table from the "movies.json" file. // 6. Query the movies table by year. // 7. Modify the cluster's maintenance window. // 8. Optionally clean up all resources created during this demo. // // This example creates an Amazon Redshift service client from the specified sdkConfig so that // you can replace it with a mocked or stubbed config for unit testing. // // It uses a questioner from the `demotools` package to get input during the example. // This package can be found in the ..\..\demotools folder of this repo. func (runner *RedshiftBasicsScenario) Run(ctx context.Context) { user := User{} secretId := "s3express/basics/secrets" clusterId := "demo-cluster-1" maintenanceWindow := "wed:07:30-wed:08:00" databaseName := "dev" tableName := "Movies" fileName := "Movies.json" nodeType := "ra3.xlplus" clusterType := "single-node" defer func() { if r := recover(); r != nil { log.Println("Something went wrong with the demo.") _, isMock := runner.questioner.(*demotools.MockQuestioner) if isMock || runner.questioner.AskBool("Do you want to see the full error message (y/n)?", "y") { log.Println(r) } runner.cleanUpResources(ctx, clusterId, databaseName, tableName, user.Username, runner.questioner) } }() // Retrieve the userName and userPassword from SecretsManager output, err := runner.secretsmanager.SecretsManagerClient.GetSecretValue(ctx, &secretsmanager.GetSecretValueInput{ SecretId: aws.String(secretId), }) if err != nil { log.Printf("There was a problem getting the secret value: %s", err) log.Printf("Please make sure to create a secret named 's3express/basics/secrets' with keys of 'userName' and 'userPassword'.") panic(err) } err = json.Unmarshal([]byte(*output.SecretString), &user) if err != nil { log.Printf("There was a problem parsing the secret value from JSON: %s", err) panic(err) } // Create the Redshift cluster _, err = runner.redshiftActor.CreateCluster(ctx, clusterId, user.Username, user.Password, nodeType, clusterType, true) if err != nil { var clusterAlreadyExistsFault *redshift_types.ClusterAlreadyExistsFault if errors.As(err, &clusterAlreadyExistsFault) { log.Println("Cluster already exists. Continuing.") } else { log.Println("Error creating cluster.") panic(err) } } // Wait for the cluster to become available waiter := redshift.NewClusterAvailableWaiter(runner.redshiftActor.RedshiftClient) err = waiter.Wait(ctx, &redshift.DescribeClustersInput{ ClusterIdentifier: aws.String(clusterId), }, 5*time.Minute) if err != nil { log.Println("An error occurred waiting for the cluster.") panic(err) } // Get some info about the cluster describeOutput, err := runner.redshiftActor.DescribeClusters(ctx, clusterId) if err != nil { log.Println("Something went wrong trying to get information about the cluster.") panic(err) } log.Println("Here's some information about the cluster.") log.Printf("The cluster's status is %s", *describeOutput.Clusters[0].ClusterStatus) log.Printf("The cluster was created at %s", *describeOutput.Clusters[0].ClusterCreateTime) // List databases log.Println("List databases in", clusterId) runner.questioner.Ask("Press Enter to continue...") err = runner.redshiftDataActor.ListDatabases(ctx, clusterId, databaseName, user.Username) if err != nil { log.Printf("Failed to list databases: %v\n", err) panic(err) } // Create the "Movies" table log.Println("Now you will create a table named " + tableName + ".") runner.questioner.Ask("Press Enter to continue...") err = nil result, err := runner.redshiftDataActor.CreateTable(ctx, clusterId, databaseName, tableName, user.Username, runner.pauser, []string{"title VARCHAR(256)", "year INT"}) if err != nil { log.Printf("Failed to create table: %v\n", err) panic(err) } describeInput := redshiftdata.DescribeStatementInput{ Id: result.Id, } query := actions.RedshiftQuery{ Context: ctx, Input: describeInput, Result: result, } err = runner.redshiftDataActor.WaitForQueryStatus(query, runner.pauser, true) if err != nil { log.Printf("Failed to execute query: %v\n", err) panic(err) } log.Printf("Successfully executed query\n") // Populate the "Movies" table runner.PopulateMoviesTable(ctx, clusterId, databaseName, tableName, user.Username, fileName) // Query the "Movies" table by year log.Println("Query the Movies table by year.") year := runner.questioner.AskInt( fmt.Sprintf("Enter a value between %v and %v:", 2012, 2014), demotools.InIntRange{Lower: 2012, Upper: 2014}) runner.QueryMoviesByYear(ctx, clusterId, databaseName, tableName, user.Username, year) // Modify the cluster's maintenance window runner.redshiftActor.ModifyCluster(ctx, clusterId, maintenanceWindow) // Delete the Redshift cluster if confirmed runner.cleanUpResources(ctx, clusterId, databaseName, tableName, user.Username, runner.questioner) log.Println("Thanks for watching!") } // cleanUpResources asks the user if they would like to delete each resource created during the scenario, from most // impactful to least impactful. If any choice to delete is made, further deletion attempts are skipped. func (runner *RedshiftBasicsScenario) cleanUpResources(ctx context.Context, clusterId string, databaseName string, tableName string, userName string, questioner demotools.IQuestioner) { deleted := false var err error = nil if questioner.AskBool("Do you want to delete the entire cluster? This will clean up all resources. (y/n)", "y") { deleted, err = runner.redshiftActor.DeleteCluster(ctx, clusterId) if err != nil { log.Printf("Error deleting cluster: %v", err) } } if !deleted && questioner.AskBool("Do you want to delete the dev table? This will clean up all inserted records but keep your cluster intact. (y/n)", "y") { deleted, err = runner.redshiftDataActor.DeleteTable(ctx, clusterId, databaseName, tableName, userName) if err != nil { log.Printf("Error deleting movies table: %v", err) } } if !deleted && questioner.AskBool("Do you want to delete all rows in the Movies table? This will clean up all inserted records but keep your cluster and table intact. (y/n)", "y") { deleted, err = runner.redshiftDataActor.DeleteDataRows(ctx, clusterId, databaseName, tableName, userName, runner.pauser) if err != nil { log.Printf("Error deleting data rows: %v", err) } } if !deleted { log.Print("Please manually delete any unwanted resources.") } } // loadMoviesFromJSON takes the <fileName> file and populates a slice of Movie objects. func (runner *RedshiftBasicsScenario) loadMoviesFromJSON(fileName string, filesystem demotools.IFileSystem) ([]Movie, error) { file, err := filesystem.OpenFile("../../resources/sample_files/" + fileName) if err != nil { return nil, err } defer filesystem.CloseFile(file) var movies []Movie err = json.NewDecoder(file).Decode(&movies) if err != nil { return nil, err } return movies, nil } // PopulateMoviesTable reads data from the <fileName> file and inserts records into the "Movies" table. func (runner *RedshiftBasicsScenario) PopulateMoviesTable(ctx context.Context, clusterId string, databaseName string, tableName string, userName string, fileName string) { log.Println("Populate the " + tableName + " table using the " + fileName + " file.") numRecords := runner.questioner.AskInt( fmt.Sprintf("Enter a value between %v and %v:", 10, 100), demotools.InIntRange{Lower: 10, Upper: 100}) movies, err := runner.loadMoviesFromJSON(fileName, runner.filesystem) if err != nil { log.Printf("Failed to load movies from JSON: %v\n", err) panic(err) } var sqlStatements []string for i, movie := range movies { if i >= numRecords { break } sqlStatement := fmt.Sprintf(`INSERT INTO %s (title, year) VALUES ('%s', %d);`, tableName, strings.Replace(movie.Title, "'", "''", -1), // Double any single quotes to escape them movie.Year) sqlStatements = append(sqlStatements, sqlStatement) } input := &redshiftdata.BatchExecuteStatementInput{ ClusterIdentifier: aws.String(clusterId), Database: aws.String(databaseName), DbUser: aws.String(userName), Sqls: sqlStatements, } result, err := runner.redshiftDataActor.ExecuteBatchStatement(ctx, *input) if err != nil { log.Printf("Failed to execute batch statement: %v\n", err) panic(err) } describeInput := redshiftdata.DescribeStatementInput{ Id: result.Id, } query := actions.RedshiftQuery{ Context: ctx, Result: result, Input: describeInput, } err = runner.redshiftDataActor.WaitForQueryStatus(query, runner.pauser, true) if err != nil { log.Printf("Failed to execute batch insert query: %v\n", err) return } log.Printf("Successfully executed batch statement\n") log.Printf("%d records were added to the Movies table.\n", numRecords) } // QueryMoviesByYear retrieves only movies from the "Movies" table which match the given year. func (runner *RedshiftBasicsScenario) QueryMoviesByYear(ctx context.Context, clusterId string, databaseName string, tableName string, userName string, year int) { sqlStatement := fmt.Sprintf(`SELECT title FROM %s WHERE year = %d;`, tableName, year) input := &redshiftdata.ExecuteStatementInput{ ClusterIdentifier: aws.String(clusterId), Database: aws.String(databaseName), DbUser: aws.String(userName), Sql: aws.String(sqlStatement), } result, err := runner.redshiftDataActor.ExecuteStatement(ctx, *input) if err != nil { log.Printf("Failed to query movies: %v\n", err) panic(err) } log.Println("The identifier of the statement is ", *result.Id) describeInput := redshiftdata.DescribeStatementInput{ Id: result.Id, } query := actions.RedshiftQuery{ Context: ctx, Input: describeInput, Result: result, } err = runner.redshiftDataActor.WaitForQueryStatus(query, runner.pauser, true) if err != nil { log.Printf("Failed to execute query: %v\n", err) panic(err) } log.Printf("Successfully executed query\n") getResultOutput, err := runner.redshiftDataActor.GetStatementResult(ctx, *result.Id) if err != nil { log.Printf("Failed to query movies: %v\n", err) panic(err) } for _, row := range getResultOutput.Records { for _, col := range row { title, ok := col.(*redshiftdata_types.FieldMemberStringValue) if !ok { log.Println("Failed to parse the field") } else { log.Printf("The Movie title field is %s\n", title.Value) } } } }

アクション

次の例は、CreateCluster を使用する方法を説明しています。

Go V2 のSDK
注記

GitHub には他にもあります。用例一覧を検索し、AWS コード例リポジトリでの設定と実行の方法を確認してください。

import ( "context" "errors" "log" "time" "github.com/aws/aws-sdk-go-v2/aws" "github.com/aws/aws-sdk-go-v2/service/redshift" "github.com/aws/aws-sdk-go-v2/service/redshift/types" ) // RedshiftActions wraps Redshift service actions. type RedshiftActions struct { RedshiftClient *redshift.Client } // CreateCluster sends a request to create a cluster with the given clusterId using the provided credentials. func (actor RedshiftActions) CreateCluster(ctx context.Context, clusterId string, userName string, userPassword string, nodeType string, clusterType string, publiclyAccessible bool) (*redshift.CreateClusterOutput, error) { // Create a new Redshift cluster input := &redshift.CreateClusterInput{ ClusterIdentifier: aws.String(clusterId), MasterUserPassword: aws.String(userPassword), MasterUsername: aws.String(userName), NodeType: aws.String(nodeType), ClusterType: aws.String(clusterType), PubliclyAccessible: aws.Bool(publiclyAccessible), } var opErr *types.ClusterAlreadyExistsFault output, err := actor.RedshiftClient.CreateCluster(ctx, input) if err != nil && errors.As(err, &opErr) { log.Println("Cluster already exists") return nil, nil } else if err != nil { log.Printf("Failed to create Redshift cluster: %v\n", err) return nil, err } log.Printf("Created cluster %s\n", *output.Cluster.ClusterIdentifier) return output, nil }
  • API の詳細については、CreateCluster AWS SDK for Go リファレンスの API を参照してください。

次のコード例は、DeleteCluster を使用する方法を示しています。

Go V2 のSDK
注記

GitHub には他にもあります。用例一覧を検索し、AWS コード例リポジトリでの設定と実行の方法を確認してください。

import ( "context" "errors" "log" "time" "github.com/aws/aws-sdk-go-v2/aws" "github.com/aws/aws-sdk-go-v2/service/redshift" "github.com/aws/aws-sdk-go-v2/service/redshift/types" ) // RedshiftActions wraps Redshift service actions. type RedshiftActions struct { RedshiftClient *redshift.Client } // DeleteCluster deletes the given cluster. func (actor RedshiftActions) DeleteCluster(ctx context.Context, clusterId string) (bool, error) { input := redshift.DeleteClusterInput{ ClusterIdentifier: aws.String(clusterId), SkipFinalClusterSnapshot: aws.Bool(true), } _, err := actor.RedshiftClient.DeleteCluster(ctx, &input) var opErr *types.ClusterNotFoundFault if err != nil && errors.As(err, &opErr) { log.Println("Cluster was not found. Where could it be?") return false, err } else if err != nil { log.Printf("Failed to delete Redshift cluster: %v\n", err) return false, err } waiter := redshift.NewClusterDeletedWaiter(actor.RedshiftClient) err = waiter.Wait(ctx, &redshift.DescribeClustersInput{ ClusterIdentifier: aws.String(clusterId), }, 5*time.Minute) if err != nil { log.Printf("Wait time exceeded for deleting cluster, continuing: %v\n", err) } log.Printf("The cluster %s was deleted\n", clusterId) return true, nil }
  • API の詳細については、DeleteCluster AWS SDK for Go リファレンスの API を参照してください。

次の例は、DescribeClusters を使用する方法を説明しています。

Go V2 のSDK
注記

GitHub には他にもあります。用例一覧を検索し、AWS コード例リポジトリでの設定と実行の方法を確認してください。

import ( "context" "errors" "log" "time" "github.com/aws/aws-sdk-go-v2/aws" "github.com/aws/aws-sdk-go-v2/service/redshift" "github.com/aws/aws-sdk-go-v2/service/redshift/types" ) // RedshiftActions wraps Redshift service actions. type RedshiftActions struct { RedshiftClient *redshift.Client } // DescribeClusters returns information about the given cluster. func (actor RedshiftActions) DescribeClusters(ctx context.Context, clusterId string) (*redshift.DescribeClustersOutput, error) { input, err := actor.RedshiftClient.DescribeClusters(ctx, &redshift.DescribeClustersInput{ ClusterIdentifier: aws.String(clusterId), }) var opErr *types.AccessToClusterDeniedFault if errors.As(err, &opErr) { println("Access to cluster denied.") panic(err) } else if err != nil { println("Failed to describe Redshift clusters.") return nil, err } return input, nil }
  • API の詳細については、DescribeClusters AWS SDK for Go リファレンスの API を参照してください。

次のコード例は、ModifyCluster を使用する方法を示しています。

Go V2 のSDK
注記

GitHub には他にもあります。用例一覧を検索し、AWS コード例リポジトリでの設定と実行の方法を確認してください。

import ( "context" "errors" "log" "time" "github.com/aws/aws-sdk-go-v2/aws" "github.com/aws/aws-sdk-go-v2/service/redshift" "github.com/aws/aws-sdk-go-v2/service/redshift/types" ) // RedshiftActions wraps Redshift service actions. type RedshiftActions struct { RedshiftClient *redshift.Client } // ModifyCluster sets the preferred maintenance window for the given cluster. func (actor RedshiftActions) ModifyCluster(ctx context.Context, clusterId string, maintenanceWindow string) *redshift.ModifyClusterOutput { // Modify the cluster's maintenance window input := &redshift.ModifyClusterInput{ ClusterIdentifier: aws.String(clusterId), PreferredMaintenanceWindow: aws.String(maintenanceWindow), } var opErr *types.InvalidClusterStateFault output, err := actor.RedshiftClient.ModifyCluster(ctx, input) if err != nil && errors.As(err, &opErr) { log.Println("Cluster is in an invalid state.") panic(err) } else if err != nil { log.Printf("Failed to modify Redshift cluster: %v\n", err) panic(err) } log.Printf("The cluster was successfully modified and now has %s as the maintenance window\n", *output.Cluster.PreferredMaintenanceWindow) return output }
  • API の詳細については、ModifyCluster AWS SDK for Go リファレンスの API を参照してください。