本示例是一个非常简单的“hello world”应用,该应用采用 Go 语言编写而成,演示了如何进行以下各项操作:
- 连接到 Cloud Bigtable 实例。
- 新建一个表。
- 将数据写入表中。
- 重新读取这些数据。
- 删除表。
运行示例
本示例使用 Go 版 Google Cloud 客户端库的 Cloud Bigtable 软件包与 Cloud Bigtable 进行通信。
要运行此示例程序,请按照 GitHub 上的示例说明进行操作。
将 Cloud 客户端库用于 Cloud Bigtable
示例应用会连接到 Cloud Bigtable 并演示一些简单操作。
导入客户端库
此示例使用以下导入:
import (
"context"
"flag"
"fmt"
"log"
"cloud.google.com/go/bigtable"
)
连接到 Cloud Bigtable 以管理表
如需管理表,请使用 bigtable.NewAdminClient()
连接到 Cloud Bigtable。
adminClient, err := bigtable.NewAdminClient(ctx, *project, *instance)
if err != nil {
log.Fatalf("Could not create admin client: %v", err)
}
创建表
创建一个包含 AdminClient.CreateTable()
的表,然后使用 AdminClient.TableInfo()
获取该表的相关信息。
接着使用 AdminClient.CreateColumnFamily()
创建列族。
tables, err := adminClient.Tables(ctx)
if err != nil {
log.Fatalf("Could not fetch table list: %v", err)
}
if !sliceContains(tables, tableName) {
log.Printf("Creating table %s", tableName)
if err := adminClient.CreateTable(ctx, tableName); err != nil {
log.Fatalf("Could not create table %s: %v", tableName, err)
}
}
tblInfo, err := adminClient.TableInfo(ctx, tableName)
if err != nil {
log.Fatalf("Could not read info for table %s: %v", tableName, err)
}
if !sliceContains(tblInfo.Families, columnFamilyName) {
if err := adminClient.CreateColumnFamily(ctx, tableName, columnFamilyName); err != nil {
log.Fatalf("Could not create column family %s: %v", columnFamilyName, err)
}
}
连接到 Cloud Bigtable 以管理数据
如需管理数据,请使用 bigtable.NewClient()
连接到 Cloud Bigtable。
client, err := bigtable.NewClient(ctx, *project, *instance)
if err != nil {
log.Fatalf("Could not create data operations client: %v", err)
}
将行写入表
打开要向其写入数据的表。使用 bigtable.NewMutation()
在单一行中创建一项变更,然后使用 Mutation.Set()
在该行中设置值。为每行生成一个唯一的行键。重复这些步骤以创建多项变更。最后,使用 Table.ApplyBulk()
将所有变更应用到您的表。
tbl := client.Open(tableName)
muts := make([]*bigtable.Mutation, len(greetings))
rowKeys := make([]string, len(greetings))
log.Printf("Writing greeting rows to table")
for i, greeting := range greetings {
muts[i] = bigtable.NewMutation()
muts[i].Set(columnFamilyName, columnName, bigtable.Now(), []byte(greeting))
// Each row has a unique row key.
//
// Note: This example uses sequential numeric IDs for simplicity, but
// this can result in poor performance in a production application.
// Since rows are stored in sorted order by key, sequential keys can
// result in poor distribution of operations across nodes.
//
// For more information about how to design a Bigtable schema for the
// best performance, see the documentation:
//
// https://cloud.google.com/bigtable/docs/schema-design
rowKeys[i] = fmt.Sprintf("%s%d", columnName, i)
}
rowErrs, err := tbl.ApplyBulk(ctx, rowKeys, muts)
if err != nil {
log.Fatalf("Could not apply bulk row mutation: %v", err)
}
if rowErrs != nil {
for _, rowErr := range rowErrs {
log.Printf("Error writing row: %v", rowErr)
}
log.Fatalf("Could not write some rows")
}
按行键读取行
通过 Table.ReadRow()
使用行键直接获取行。
log.Printf("Getting a single greeting by row key:")
row, err := tbl.ReadRow(ctx, rowKeys[0], bigtable.RowFilter(bigtable.ColumnFilter(columnName)))
if err != nil {
log.Fatalf("Could not read row with key %s: %v", rowKeys[0], err)
}
log.Printf("\t%s = %s\n", rowKeys[0], string(row[columnFamilyName][0].Value))
扫描所有表行
使用 Table.ReadRows()
扫描表中的所有行。
使用完数据客户端后,请将其关闭。
log.Printf("Reading all greeting rows:")
err = tbl.ReadRows(ctx, bigtable.PrefixRange(columnName), func(row bigtable.Row) bool {
item := row[columnFamilyName][0]
log.Printf("\t%s = %s\n", item.Row, string(item.Value))
return true
}, bigtable.RowFilter(bigtable.ColumnFilter(columnName)))
if err = client.Close(); err != nil {
log.Fatalf("Could not close data operations client: %v", err)
}
删除表
使用 AdminClient.DeleteTable()
删除表。使用完管理员客户端后将其关闭。
log.Printf("Deleting the table")
if err = adminClient.DeleteTable(ctx, tableName); err != nil {
log.Fatalf("Could not delete table %s: %v", tableName, err)
}
if err = adminClient.Close(); err != nil {
log.Fatalf("Could not close admin client: %v", err)
}
综合应用
以下为不包含注释的完整示例。
package main
import (
"context"
"flag"
"fmt"
"log"
"cloud.google.com/go/bigtable"
)
const (
tableName = "Hello-Bigtable"
columnFamilyName = "cf1"
columnName = "greeting"
)
var greetings = []string{"Hello World!", "Hello Cloud Bigtable!", "Hello golang!"}
func sliceContains(list []string, target string) bool {
for _, s := range list {
if s == target {
return true
}
}
return false
}
func main() {
project := flag.String("project", "", "The Google Cloud Platform project ID. Required.")
instance := flag.String("instance", "", "The Google Cloud Bigtable instance ID. Required.")
flag.Parse()
for _, f := range []string{"project", "instance"} {
if flag.Lookup(f).Value.String() == "" {
log.Fatalf("The %s flag is required.", f)
}
}
ctx := context.Background()
adminClient, err := bigtable.NewAdminClient(ctx, *project, *instance)
if err != nil {
log.Fatalf("Could not create admin client: %v", err)
}
tables, err := adminClient.Tables(ctx)
if err != nil {
log.Fatalf("Could not fetch table list: %v", err)
}
if !sliceContains(tables, tableName) {
log.Printf("Creating table %s", tableName)
if err := adminClient.CreateTable(ctx, tableName); err != nil {
log.Fatalf("Could not create table %s: %v", tableName, err)
}
}
tblInfo, err := adminClient.TableInfo(ctx, tableName)
if err != nil {
log.Fatalf("Could not read info for table %s: %v", tableName, err)
}
if !sliceContains(tblInfo.Families, columnFamilyName) {
if err := adminClient.CreateColumnFamily(ctx, tableName, columnFamilyName); err != nil {
log.Fatalf("Could not create column family %s: %v", columnFamilyName, err)
}
}
client, err := bigtable.NewClient(ctx, *project, *instance)
if err != nil {
log.Fatalf("Could not create data operations client: %v", err)
}
tbl := client.Open(tableName)
muts := make([]*bigtable.Mutation, len(greetings))
rowKeys := make([]string, len(greetings))
log.Printf("Writing greeting rows to table")
for i, greeting := range greetings {
muts[i] = bigtable.NewMutation()
muts[i].Set(columnFamilyName, columnName, bigtable.Now(), []byte(greeting))
rowKeys[i] = fmt.Sprintf("%s%d", columnName, i)
}
rowErrs, err := tbl.ApplyBulk(ctx, rowKeys, muts)
if err != nil {
log.Fatalf("Could not apply bulk row mutation: %v", err)
}
if rowErrs != nil {
for _, rowErr := range rowErrs {
log.Printf("Error writing row: %v", rowErr)
}
log.Fatalf("Could not write some rows")
}
log.Printf("Getting a single greeting by row key:")
row, err := tbl.ReadRow(ctx, rowKeys[0], bigtable.RowFilter(bigtable.ColumnFilter(columnName)))
if err != nil {
log.Fatalf("Could not read row with key %s: %v", rowKeys[0], err)
}
log.Printf("\t%s = %s\n", rowKeys[0], string(row[columnFamilyName][0].Value))
log.Printf("Reading all greeting rows:")
err = tbl.ReadRows(ctx, bigtable.PrefixRange(columnName), func(row bigtable.Row) bool {
item := row[columnFamilyName][0]
log.Printf("\t%s = %s\n", item.Row, string(item.Value))
return true
}, bigtable.RowFilter(bigtable.ColumnFilter(columnName)))
if err = client.Close(); err != nil {
log.Fatalf("Could not close data operations client: %v", err)
}
log.Printf("Deleting the table")
if err = adminClient.DeleteTable(ctx, tableName); err != nil {
log.Fatalf("Could not delete table %s: %v", tableName, err)
}
if err = adminClient.Close(); err != nil {
log.Fatalf("Could not close admin client: %v", err)
}
}