Gilt für: ✅Microsoft Fabric✅Azure Data Explorer
In diesem Artikel erfahren Sie, wie Sie:
Voraussetzungen
Richten Sie Ihre Entwicklungsumgebung für die Verwendung der Kusto-Clientbibliothek ein.
Ausführen eines Verwaltungsbefehls und Verarbeiten der Ergebnisse
Erstellen Sie in Ihrer bevorzugten IDE oder Ihrem Texteditor ein Projekt oder eine Datei mit dem Namen Verwaltungsbefehle, die der für Ihre bevorzugte Sprache geeigneten Konvention entsprechen. Fügen Sie dann den folgenden Code hinzu:
Erstellen Sie eine Client-App, die Ihren Cluster verbindet. Ersetzen Sie den Platzhalter <your_cluster_uri> durch Ihren Clusternamen.
Anmerkung
Für Verwaltungsbefehle verwenden Sie die Client-Factorymethode CreateCslAdminProvider.
using Kusto.Data;
using Kusto.Data.Net.Client;
namespace ManagementCommands {
class ManagementCommands {
static void Main(string[] args) {
var clusterUri = "<your_cluster_uri>";
var kcsb = new KustoConnectionStringBuilder(clusterUri)
.WithAadUserPromptAuthentication();
using (var kustoClient = KustoClientFactory.CreateCslAdminProvider(kcsb)) {
}
}
}
}
from azure.kusto.data import KustoClient, KustoConnectionStringBuilder
def main():
cluster_uri = "<your_cluster_uri>"
kcsb = KustoConnectionStringBuilder.with_interactive_login(cluster_uri)
with KustoClient(kcsb) as kusto_client:
if __name__ == "__main__":
main()
import { Client as KustoClient, KustoConnectionStringBuilder } from "azure-kusto-data/";
import { InteractiveBrowserCredentialInBrowserOptions } from "@azure/identity";
async function main() {
const clusterUri = "<your_cluster_uri>";
const authOptions = {
clientId: "00001111-aaaa-2222-bbbb-3333cccc4444",
redirectUri: "http://localhost:5173",
} as InteractiveBrowserCredentialInBrowserOptions;
const kcsb = KustoConnectionStringBuilder.withUserPrompt(clusterUri, authOptions);
const kustoClient = new KustoClient(kcsb);
}
main();
Anmerkung
Verwenden Sie für die Node.js-Apps InteractiveBrowserCredentialNodeOptions anstelle von InteractiveBrowserCredentialInBrowserOptions.
import com.microsoft.azure.kusto.data.Client;
import com.microsoft.azure.kusto.data.ClientFactory;
import com.microsoft.azure.kusto.data.KustoOperationResult;
import com.microsoft.azure.kusto.data.KustoResultSetTable;
import com.microsoft.azure.kusto.data.KustoResultColumn;
import com.microsoft.azure.kusto.data.auth.ConnectionStringBuilder;
public class ManagementCommands {
public static void main(String[] args) throws Exception {
try {
String clusterUri = "<your_cluster_uri>";
ConnectionStringBuilder kcsb = ConnectionStringBuilder.createWithUserPrompt(clusterUri);
try (Client kustoClient = ClientFactory.createClient(kcsb)) {
}
}
}
}
Definieren Sie eine Funktion, die den auszuführenden Befehl und die resultierenden Tabellen druckt. Diese Funktion entpackt die Spaltennamen in den Ergebnistabellen und gibt jedes Name-Wert-Paar in einer neuen Zeile aus.
static void PrintResultsAsValueList(string command, IDataReader response) {
while (response.Read()) {
Console.WriteLine("\n{0}\n", new String('-', 20));
Console.WriteLine("Command: {0}", command);
Console.WriteLine("Result:");
for (int i = 0; i < response.FieldCount; i++) {
Console.WriteLine("\t{0} - {1}", response.GetName(i), response.IsDBNull(i) ? "None" : response.GetString(i));
}
}
}
def print_result_as_value_list(command, response):
# create a list of columns
cols = (col.column_name for col in response.primary_results[0].columns)
print("\n" + "-" * 20 + "\n")
print("Command: " + command)
# print the values for each row
for row in response.primary_results[0]:
print("Result:")
for col in cols:
print("\t", col, "-", row[col])
function printResultsAsValueList(command: string, response: KustoResponseDataSet) {
// create a list of columns
const cols = response.primaryResults[0].columns;
console.log("\n" + "-".repeat(20) + "\n")
console.log("Command: " + command)
// print the values for each row
for (const row of response.primaryResults[0].rows()) {
console.log("Result:")
for (col of cols)
console.log("\t", col.name, "-", row.getValueAt(col.ordinal) ? row.getValueAt(col.ordinal).toString() : "None")
}
}
public static void printResultsAsValueList(String command, KustoResultSetTable results) {
while (results.next()) {
System.out.println("\n" + "-".repeat(20) + "\n");
System.out.println("Command: " + command);
System.out.println("Result:");
KustoResultColumn[] columns = results.getColumns();
for (int i = 0; i < columns.length; i++) {
System.out.println("\t" + columns[i].getColumnName() + " - " + (results.getObject(i) == null ? "None" : results.getString(i)));
}
}
}
Definieren Sie den auszuführenden Befehl. Der Befehl erstellt eine Tabelle namens MyStormEvents und definiert das Tabellenschema als Liste von Spaltennamen und -typen. Ersetzen Sie den <your_database> Platzhalter durch Ihren Datenbanknamen.
string database = "<your_database>";
string table = "MyStormEvents";
// Create a table named MyStormEvents
// The brackets contain a list of column Name:Type pairs that defines the table schema
string command = @$".create table {table}
(StartTime:datetime,
EndTime:datetime,
State:string,
DamageProperty:int,
DamageCrops:int,
Source:string,
StormSummary:dynamic)";
database = "<your_database>"
table = "MyStormEvents"
# Create a table named MyStormEvents
# The brackets contain a list of column Name:Type pairs that defines the table schema
command = ".create table " + table + " " \
"(StartTime:datetime," \
" EndTime:datetime," \
" State:string," \
" DamageProperty:int," \
" DamageCrops:int," \
" Source:string," \
" StormSummary:dynamic)"
const database = "<your_database>";
const table = "MyStormEvents";
// Create a table named MyStormEvents
// The brackets contain a list of column Name:Type pairs that defines the table schema
const command = `.create table ${table}
(StartTime:datetime,
EndTime:datetime,
State:string,
DamageProperty:int,
Source:string,
StormSummary:dynamic)`;
String database = "<your_database>";
String table = "MyStormEvents";
// Create a table named MyStormEvents
// The brackets contain a list of column Name:Type pairs that defines the table schema
String command = ".create table " + table + " " +
"(StartTime:datetime," +
" EndTime:datetime," +
" State:string," +
" DamageProperty:int," +
" DamageCrops:int," +
" Source:string," +
" StormSummary:dynamic)";
Führen Sie den Befehl aus, und drucken Sie das Ergebnis mithilfe der zuvor definierten Funktion.
Anmerkung
Sie verwenden die ExecuteControlCommand-Methode, um den Befehl auszuführen.
using (var response = kustoClient.ExecuteControlCommand(database, command, null)) {
PrintResultsAsValueList(command, response);
}
Anmerkung
Sie verwenden die execute_mgmt-Methode, um den Befehl auszuführen.
response = kusto_client.execute_mgmt(database, command)
print_result_as_value_list(command, response)
Anmerkung
Sie verwenden die executeMgmt-Methode, um den Befehl auszuführen.
const response = await kustoClient.executeMgmt(database, command);
printResultsAsValueList(command, response)
KustoOperationResult response = kusto_client.execute(database, command);
printResultsAsValueList(command, response.getPrimaryResults());
Der vollständige Code sollte wie folgt aussehen:
using Kusto.Data;
using Kusto.Data.Net.Client;
namespace ManagementCommands {
class ManagementCommands {
static void Main(string[] args) {
string clusterUri = "https://<your_cluster_uri>";
var kcsb = new KustoConnectionStringBuilder(clusterUri)
.WithAadUserPromptAuthentication();
using (var kustoClient = KustoClientFactory.CreateCslAdminProvider(kcsb)) {
string database = "<your_database>";
string table = "MyStormEvents";
// Create a table named MyStormEvents
// The brackets contain a list of column Name:Type pairs that defines the table schema
string command = @$".create table {table}
(StartTime:datetime,
EndTime:datetime,
State:string,
DamageProperty:int,
DamageCrops:int,
Source:string,
StormSummary:dynamic)";
using (var response = kustoClient.ExecuteControlCommand(database, command, null)) {
PrintResultsAsValueList(command, response);
}
}
}
static void PrintResultsAsValueList(string command, IDataReader response) {
while (response.Read()) {
Console.WriteLine("\n{0}\n", new String('-', 20));
Console.WriteLine("Command: {0}", command);
Console.WriteLine("Result:");
for (int i = 0; i < response.FieldCount; i++) {
Console.WriteLine("\t{0} - {1}", response.GetName(i), response.IsDBNull(i) ? "None" : response.GetString(i));
}
}
}
}
}
from azure.kusto.data import KustoClient, KustoConnectionStringBuilder
def main():
cluster_uri = "https://<your_cluster_uri>"
kcsb = KustoConnectionStringBuilder.with_interactive_login(cluster_uri)
with KustoClient(kcsb) as kusto_client:
database = "<your_database>"
table = "MyStormEvents"
# Create a table named MyStormEvents
# The brackets contain a list of column Name:Type pairs that defines the table schema
command = ".create table " + table + " " \
"(StartTime:datetime," \
" EndTime:datetime," \
" State:string," \
" DamageProperty:int," \
" DamageCrops:int," \
" Source:string," \
" StormSummary:dynamic)"
response = kusto_client.execute_mgmt(database, command)
print_result_as_value_list(command, response)
def print_result_as_value_list(command, response):
# create a list of columns
cols = (col.column_name for col in response.primary_results[0].columns)
print("\n" + "-" * 20 + "\n")
print("Command: " + command)
# print the values for each row
for row in response.primary_results[0]:
print("Result:")
for col in cols:
print("\t", col, "-", row[col])
if __name__ == "__main__":
main()
import { Client as KustoClient, KustoConnectionStringBuilder, KustoResponseDataSet } from "azure-kusto-data/";
import { InteractiveBrowserCredentialInBrowserOptions } from "@azure/identity";
async function main() {
const clusterUri = "<your_cluster_uri>";
const authOptions = {
clientId: "00001111-aaaa-2222-bbbb-3333cccc4444",
redirectUri: "http://localhost:5173",
} as InteractiveBrowserCredentialInBrowserOptions;
const kcsb = KustoConnectionStringBuilder.withUserPrompt(clusterUri, authOptions);
const kustoClient = new KustoClient(kcsb);
const database = "<your_database>";
const table = "MyStormEvents";
// Create a table named MyStormEvents
// The brackets contain a list of column Name:Type pairs that defines the table schema
const command = `.create table ${table}
(StartTime:datetime,
EndTime:datetime,
State:string,
DamageProperty:int,
Source:string,
StormSummary:dynamic)`;
const response = await kustoClient.executeMgmt(database, command);
printResultsAsValueList(command, response)
}
function printResultsAsValueList(command: string, response: KustoResponseDataSet) {
// create a list of columns
const cols = response.primaryResults[0].columns;
console.log("\n" + "-".repeat(20) + "\n")
console.log("Command: " + command)
// print the values for each row
for (const row of response.primaryResults[0].rows()) {
console.log("Result:")
for (const col of cols) {
console.log("\t", col.name, "-", row.getValueAt(col.ordinal) ? row.getValueAt(col.ordinal).toString() : "None")
}
}
}
main();
Anmerkung
Verwenden Sie für Node.js-Apps InteractiveBrowserCredentialNodeOptions anstelle von InteractiveBrowserCredentialInBrowserOptions.
import com.microsoft.azure.kusto.data.Client;
import com.microsoft.azure.kusto.data.ClientFactory;
import com.microsoft.azure.kusto.data.KustoOperationResult;
import com.microsoft.azure.kusto.data.KustoResultSetTable;
import com.microsoft.azure.kusto.data.KustoResultColumn;
import com.microsoft.azure.kusto.data.auth.ConnectionStringBuilder;
public class ManagementCommands {
public static void main(String[] args) throws Exception {
try {
String clusterUri = "https://<your_cluster_uri>";
ConnectionStringBuilder kcsb = ConnectionStringBuilder.createWithUserPrompt(clusterUri);
try (Client kustoClient = ClientFactory.createClient(kcsb)) {
String database = "<your_database>";
String table = "MyStormEvents";
// Create a table named MyStormEvents
// The brackets contain a list of column Name:Type pairs that defines the table schema
String command = ".create table " + table + " " +
"(StartTime:datetime," +
" EndTime:datetime," +
" State:string," +
" DamageProperty:int," +
" DamageCrops:int," +
" Source:string," +
" StormSummary:dynamic)";
KustoOperationResult response = kustoClient.execute(database, command);
printResultsAsValueList(command, response.getPrimaryResults());
}
}
}
public static void printResultsAsValueList(String command, KustoResultSetTable results) {
while (results.next()) {
System.out.println("\n" + "-".repeat(20) + "\n");
System.out.println("Command: " + command);
System.out.println("Result:");
KustoResultColumn[] columns = results.getColumns();
for (int i = 0; i < columns.length; i++) {
System.out.println("\t" + columns[i].getColumnName() + " - " + (results.getObject(i) == null ? "None" : results.getString(i)));
}
}
}
}
Starten Sie Ihre App
Verwenden Sie in einer Befehlsshell den folgenden Befehl, um Ihre App auszuführen:
# Change directory to the folder that contains the management commands project
dotnet run .
python management_commands.py
In einer Node.js-Umgebung:
node management-commands.js
Verwenden Sie in einer Browserumgebung den entsprechenden Befehl, um Ihre App auszuführen. Zum Beispiel für Vite-React:
npm run dev
mvn install exec:java -Dexec.mainClass="<groupId>.ManagementCommands"
Sie sollten ein Ergebnis sehen, das dem folgenden ähnelt:
--------------------
Command: .create table MyStormEvents
(StartTime:datetime,
EndTime:datetime,
State:string,
DamageProperty:int,
Source:string,
StormSummary:dynamic)
Result:
TableName - MyStormEvents
Schema - {"Name":"MyStormEvents","OrderedColumns":[{"Name":"StartTime","Type":"System.DateTime","CslType":"datetime"},{"Name":"EndTime","Type":"System.DateTime","CslType":"datetime"},{"Name":"State","Type":"System.String","CslType":"string"},{"Name":"DamageProperty","Type":"System.Int32","CslType":"int"},{"Name":"Source","Type":"System.String","CslType":"string"},{"Name":"StormSummary","Type":"System.Object","CslType":"dynamic"}]}
DatabaseName - MyDatabaseName
Folder - None
DocString - None
Ändern der Richtline zur Batchverarbeitung der Datenerfassung auf Tabellenebene
Sie können das Batch-Erfassungsverhalten für Tabellen anpassen, indem Sie die entsprechende Tabellenrichtlinie ändern. Weitere Informationen finden Sie unter IngestionBatching-Richtlinie.
Anmerkung
Wenn Sie nicht alle Parameter eines PolicyObject-angeben, werden die nicht angegebenen Parameter auf Standardwertefestgelegt. Wenn Sie beispielsweise nur „MaximumBatchingTimeSpan“ angeben, werden „MaximumNumberOfItems“ und „MaximumRawDataSizeMB“ auf die Standardeinstellungen festgelegt.
Sie können die App beispielsweise so anpassen, dass der Timeoutwert der Richtlinie zur Batchverarbeitung der Datenerfassung in 30 Sekunden geändert wird. Dafür ändern Sie die Richtlinie ingestionBatching für die Tabelle MyStormEvents mithilfe des folgenden Befehls:
// Reduce the default batching timeout to 30 seconds
command = @$".alter-merge table {table} policy ingestionbatching '{{ ""MaximumBatchingTimeSpan"":""00:00:30"" }}'";
using (var response = kustoClient.ExecuteControlCommand(database, command, null))
{
PrintResultsAsValueList(command, response);
}
# Reduce the default batching timeout to 30 seconds
command = ".alter-merge table " + table + " policy ingestionbatching '{ \"MaximumBatchingTimeSpan\":\"00:00:30\" }'"
response = kusto_client.execute_mgmt(database, command)
print_result_as_value_list(command, response)
// Reduce the default batching timeout to 30 seconds
command = ".alter-merge table " + table + " policy ingestionbatching '{ \"MaximumBatchingTimeSpan\":\"00:00:30\" }'"
response = await kustoClient.executeMgmt(database, command)
printResultsAsValueList(command, response)
// Reduce the default batching timeout to 30 seconds
command = ".alter-merge table " + table + " policy ingestionbatching '{ \"MaximumBatchingTimeSpan\":\"00:00:30\" }'";
response = kusto_client.execute(database, command);
printResultsAsValueList(command, response.getPrimaryResults());
Wenn Sie der App den Code hinzufügen und ausführen, sollte ein Ergebnis wie folgt angezeigt werden:
--------------------
Command: .alter-merge table MyStormEvents policy ingestionbatching '{ "MaximumBatchingTimeSpan":"00:00:30" }'
Result:
PolicyName - IngestionBatchingPolicy
EntityName - [YourDatabase].[MyStormEvents]
Policy - {
"MaximumBatchingTimeSpan": "00:00:30",
"MaximumNumberOfItems": 500,
"MaximumRawDataSizeMB": 1024
}
ChildEntities - None
EntityType - Table
Aufbewahrungsrichtlinie auf Ebene der Datenbank anzeigen
Sie können Verwaltungsbefehle verwenden, um die Aufbewahrungsrichtlinie einer Datenbankanzuzeigen.
Sie können die App beispielsweise so anpassen, dass die Aufbewahrungsrichtlinie Ihrer Datenbank mithilfe des folgenden Codes angezeigt wird. Das Ergebnis wird so kuratiert, dass zwei Spalten aus dem Resultat ausgeblendet werden:
// Show the database retention policy (drop some columns from the result)
command = @$".show database {database} policy retention | project-away ChildEntities, EntityType";
using (var response = kustoClient.ExecuteControlCommand(database, command, null)) {
PrintResultsAsValueList(command, response);
}
# Show the database retention policy (drop some columns from the result)
command = ".show database " + database + " policy retention | project-away ChildEntities, EntityType"
response = kusto_client.execute_mgmt(database, command)
print_result_as_value_list(command, response)
// Show the database retention policy (drop some columns from the result)
command = ".show database " + database + " policy retention | project-away ChildEntities, EntityType"
response = await kustoClient.executeMgmt(database, command)
printResultsAsValueList(command, response)
// Show the database retention policy (drop some columns from the result)
command = ".show database " + database + " policy retention | project-away ChildEntities, EntityType";
response = kusto_client.execute(database, command);
printResultsAsValueList(command, response.getPrimaryResults());
Wenn Sie der App den Code hinzufügen und ausführen, sollte ein Ergebnis wie folgt angezeigt werden:
--------------------
Command: .show database YourDatabase policy retention | project-away ChildEntities, EntityType
Result:
PolicyName - RetentionPolicy
EntityName - [YourDatabase]
Policy - {
"SoftDeletePeriod": "365.00:00:00",
"Recoverability": "Enabled"
}
Nächster Schritt