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# Referensi perintah CLI Apache Airflow
<a name="airflow-cli-command-reference"></a>

Topik ini menjelaskan perintah Apache Airflow CLI yang didukung dan tidak didukung di Alur Kerja Terkelola Amazon untuk Apache Airflow.

**Tip**  
REST API lebih modern daripada CLI dan dirancang untuk integrasi terprogram dengan sistem eksternal. REST adalah cara yang disukai untuk berinteraksi dengan Apache Airflow.

**Contents**
+ [Prasyarat](#airflow-cli-command-prereqs)
  + [Akses](#access-airflow-ui-prereqs-access)
  + [AWS CLI](#access-airflow-ui-prereqs-cli)
+ [Apa yang berubah?](#airflow-cli-command-changed)
+ [Perintah CLI yang didukung](#airflow-cli-commands)
  + [Perintah yang Didukung](#airflow-cli-commands-supported)
  + [Menggunakan perintah yang mengurai DAGs](#parsing-support)
+ [Kode sampel](#airflow-cli-command-examples)
  + [Mengatur, mendapatkan, atau menghapus variabel Apache Airflow v2](#example-airflow-cli-commands-bash)
  + [Tambahkan konfigurasi saat memicu DAG](#example-airflow-cli-commands-trigger)
  + [Jalankan perintah CLI pada terowongan SSH ke host bastion](#example-airflow-cli-commands-private)

## Prasyarat
<a name="airflow-cli-command-prereqs"></a>

Bagian berikut menjelaskan langkah-langkah awal yang diperlukan untuk menggunakan perintah dan skrip di halaman ini.

### Akses
<a name="access-airflow-ui-prereqs-access"></a>
+ Akun AWS akses di AWS Identity and Access Management (IAM) ke kebijakan izin Amazon MWAA di. [Kebijakan akses Apache Airflow UI: Amazon MWAAWeb ServerAccess](access-policies.md#web-ui-access)
+ Akun AWS akses di AWS Identity and Access Management (IAM) ke kebijakan izin Amazon MWAA. [Kebijakan akses API dan konsol lengkap: Amazon MWAAFull ApiAccess](access-policies.md#full-access-policy)

### AWS CLI
<a name="access-airflow-ui-prereqs-cli"></a>

The AWS Command Line Interface (AWS CLI) adalah alat open source yang dapat Anda gunakan untuk berinteraksi dengan AWS layanan menggunakan perintah di shell baris perintah Anda. Untuk menyelesaikan langkah-langkah di halaman ini, Anda memerlukan yang berikut:
+ [AWS CLI — Instal versi 2](https://docs.aws.amazon.com/cli/latest/userguide/install-cliv2.html).
+ [AWS CLI - Konfigurasi cepat dengan `aws configure`](https://docs.aws.amazon.com/cli/latest/userguide/cli-chap-configure.html).

## Apa yang berubah?
<a name="airflow-cli-command-changed"></a>
+ **v3: Arsitektur aliran udara**. Apache Airflow v3 memperkenalkan perubahan arsitektur yang melanggar untuk memberikan peningkatan keamanan dan skalabilitas, dan untuk membuat pemeliharaan lebih mudah. Untuk mempelajari lebih lanjut, lihat [Upgrade To Airflow 3](https://airflow.apache.org/docs/apache-airflow/stable/installation/upgrading_to_airflow3.html).
+ **v2: Struktur perintah CLI aliran udara**. Apache Airflow v2 CLI diatur sehingga perintah terkait dikelompokkan bersama sebagai subperintah, yang berarti Anda perlu memperbarui skrip Apache Airflow v1 jika Anda ingin meningkatkan ke Apache Airflow v2. Misalnya, `unpause` di Apache Airflow v1 ada di `dags unpause` Apache Airflow v2. Untuk mempelajari lebih lanjut, lihat [perubahan CLI Aliran Udara](http://airflow.apache.org/docs/apache-airflow/2.0.2/upgrading-to-2.html#airflow-cli-changes-in-2-0) di 2.0.

## Perintah CLI yang didukung
<a name="airflow-cli-commands"></a>

Bagian berikut mencantumkan perintah Apache Airflow CLI yang tersedia di Amazon MWAA.

### Perintah yang Didukung
<a name="airflow-cli-commands-supported"></a>

------
#### [ Apache Airflow v3 ]


| Versi minor | , , perintah | 
| --- | --- | 
|  v3.0.6  |  [rincian aset](https://airflow.apache.org/docs/apache-airflow/stable/cli-and-env-variables-ref.html#details)  | 
|  v3.0.6  |  [daftar aset](https://airflow.apache.org/docs/apache-airflow/stable/cli-and-env-variables-ref.html#list)  | 
|  v3.0.6  |  [aset terwujud](https://airflow.apache.org/docs/apache-airflow/stable/cli-and-env-variables-ref.html#materialize)  | 
|  v3.0.6  |  [isi ulang buat](https://airflow.apache.org/docs/apache-airflow/stable/cli-and-env-variables-ref.html#create)  | 
|  v3.0.6  |  [lembar contekan](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#cheat-sheet)  | 
|  v3.0.6  |  [koneksi menambahkan](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#add)  | 
|  v3.0.6  |  [koneksi hapus](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#delete)  | 
|  v3.0.6  |  [hari hapus](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#delete_repeat1)  | 
|  v3.0.6  |  [daftar dags](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#list_repeat2)  | 
|  v3.0.6  |  [dags daftar-lowongan](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#list-jobs)  | 
|  v3.0.6  |  [dags list-import-errors](https://airflow.apache.org/docs/apache-airflow/stable/cli-and-env-variables-ref.html#list-import-errors)  | 
|  v3.0.6  |  [dags daftar-berjalan](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#list-runs)  | 
|  v3.0.6  |  [dags eksekusi berikutnya](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#next-execution)  | 
|  v3.0.6  |  [dags jeda](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#pause)  | 
|  v3.0.6  |  [laporan dags](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#report)  | 
|  v3.0.6  |  [dags reserialize](https://airflow.apache.org/docs/apache-airflow/2.4.3/cli-and-env-variables-ref.html#reserialize)  | 
|  v3.0.6  |  [pertunjukan dags](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#show)  | 
|  v3.0.6  |  [negara bagian dags](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#state)  | 
|  v3.0.6  |  [tes dags](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#test)  | 
|  v3.0.6  |  [pemicu dags](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#trigger)  | 
|  v3.0.6  |  [dags unpause](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#unpause)  | 
|  v3.0.6  |  [db bersih](https://airflow.apache.org/docs/apache-airflow/2.4.3/cli-and-env-variables-ref.html#clean)  | 
|  v3.0.6  |  [perilaku penyedia](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#behaviours)  | 
|  v3.0.6  |  [penyedia mendapatkan](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#get_repeat2)  | 
|  v3.0.6  |  [penyedia kait](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#hooks)  | 
|  v3.0.6  |  [tautan penyedia](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#links)  | 
|  v3.0.6  |  [daftar penyedia](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#list_repeat4)  | 
|  v3.0.6  |  [pemberitahuan penyedia](https://airflow.apache.org/docs/apache-airflow/stable/cli-and-env-variables-ref.html#notifications)  | 
|  v3.0.6  |  [rahasia penyedia](https://airflow.apache.org/docs/apache-airflow/stable/cli-and-env-variables-ref.html#secrets)  | 
|  v3.0.6  |  [penyedia pemicu](https://airflow.apache.org/docs/apache-airflow/stable/cli-and-env-variables-ref.html#triggerer)  | 
|  v3.0.6  |  [widget penyedia](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#widgets)  | 
|  v3.0.6  |  [peran tambahan perms](https://airflow.apache.org/docs/apache-airflow/stable/cli-and-env-variables-ref.html#add-perms)  | 
|  v3.0.6  |  [peran del-perms](https://airflow.apache.org/docs/apache-airflow/stable/cli-and-env-variables-ref.html#del-perms)  | 
|  v3.0.6  |  [peran membuat](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#create)  | 
|  v3.0.6  |  [daftar peran](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#list_repeat5)  | 
|  v3.0.6  |  [tugas jelas](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#clear)  | 
|  v3.0.6  |  [tugas gagal-deps](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#failed-deps)  | 
|  v3.0.6  |  [daftar tugas](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#list_repeat6)  | 
|  v3.0.6  |  [tugas render](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#render)  | 
|  v3.0.6  |  [status tugas](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#state_repeat1)  | 
|  v3.0.6  |  [tugas states-for-dag-run](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#states-for-dag-run)  | 
|  v3.0.6  |  [tes tugas](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#test_repeat1)  | 
|  v3.0.6  |  [variabel menghapus](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#delete_repeat4)  | 
|  v3.0.6  |  [variabel mendapatkan](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#get_repeat3)  | 
|  v3.0.6  |  [variabel yang ditetapkan](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#set_repeat1)  | 
|  v3.0.6  |  [daftar variabel](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#list_repeat8)  | 
|  v3.0.6  |  [versi](http://airflow.apache.org/docs/apache-airflow/1.10.12/cli-ref.html#version)  | 

------
#### [ Apache Airflow v2 ]


| Versi minor | , , perintah | 
| --- | --- | 
|  v2.0\$1  |  [lembar contekan](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#cheat-sheet)  | 
|  v2.0\$1  |  [koneksi menambahkan](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#add)  | 
|  v2.0\$1  |  [koneksi hapus](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#delete)  | 
|  [v2.2\$1 (catatan)](#parsing-support)  |  [isi ulang hari](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#backfill)  | 
|  v2.0\$1  |  [hari hapus](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#delete_repeat1)  | 
|  [v2.2\$1 (catatan)](#parsing-support)  |  [daftar dags](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#list_repeat2)  | 
|  v2.0\$1  |  [dags daftar-lowongan](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#list-jobs)  | 
|  v2.6\$1  |  [dags list-import-errors](https://airflow.apache.org/docs/apache-airflow/stable/cli-and-env-variables-ref.html#list-import-errors)  | 
|  [v2.2\$1 (catatan)](#parsing-support)  |  [dags daftar-berjalan](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#list-runs)  | 
|  [v2.2\$1 (catatan)](#parsing-support)  |  [dags eksekusi berikutnya](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#next-execution)  | 
|  v2.0\$1  |  [dags jeda](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#pause)  | 
|  v2.0\$1  |  [laporan dags](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#report)  | 
|  v2.4\$1  |  [dags reserialize](https://airflow.apache.org/docs/apache-airflow/2.4.3/cli-and-env-variables-ref.html#reserialize)  | 
|  v2.0\$1  |  [pertunjukan dags](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#show)  | 
|  v2.0\$1  |  [negara bagian dags](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#state)  | 
|  v2.0\$1  |  [tes dags](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#test)  | 
|  v2.0\$1  |  [pemicu dags](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#trigger)  | 
|  v2.0\$1  |  [dags unpause](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#unpause)  | 
|  v2.4\$1  |  [db bersih](https://airflow.apache.org/docs/apache-airflow/2.4.3/cli-and-env-variables-ref.html#clean)  | 
|  v2.0\$1  |  [perilaku penyedia](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#behaviours)  | 
|  v2.0\$1  |  [penyedia mendapatkan](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#get_repeat2)  | 
|  v2.0\$1  |  [penyedia kait](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#hooks)  | 
|  v2.0\$1  |  [tautan penyedia](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#links)  | 
|  v2.0\$1  |  [daftar penyedia](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#list_repeat4)  | 
|  v2.8\$1  |  [pemberitahuan penyedia](https://airflow.apache.org/docs/apache-airflow/stable/cli-and-env-variables-ref.html#notifications)  | 
|  v2.6\$1  |  [rahasia penyedia](https://airflow.apache.org/docs/apache-airflow/stable/cli-and-env-variables-ref.html#secrets)  | 
|  v2.7\$1  |  [penyedia pemicu](https://airflow.apache.org/docs/apache-airflow/stable/cli-and-env-variables-ref.html#triggerer)  | 
|  v2.0\$1  |  [widget penyedia](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#widgets)  | 
|  v2.6\$1  |  [peran tambahan perms](https://airflow.apache.org/docs/apache-airflow/stable/cli-and-env-variables-ref.html#add-perms)  | 
|  v2.6\$1  |  [peran del-perms](https://airflow.apache.org/docs/apache-airflow/stable/cli-and-env-variables-ref.html#del-perms)  | 
|  v2.6\$1  |  [peran membuat](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#create)  | 
|  v2.0\$1  |  [daftar peran](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#list_repeat5)  | 
|  v2.0\$1  |  [tugas jelas](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#clear)  | 
|  v2.0\$1  |  [tugas gagal-deps](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#failed-deps)  | 
|  v2.0\$1  |  [daftar tugas](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#list_repeat6)  | 
|  v2.0\$1  |  [tugas render](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#render)  | 
|  v2.0\$1  |  [tugas dijalankan](https://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#run)  | 
|  v2.0\$1  |  [status tugas](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#state_repeat1)  | 
|  v2.0\$1  |  [tugas states-for-dag-run](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#states-for-dag-run)  | 
|  v2.0\$1  |  [tes tugas](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#test_repeat1)  | 
|  v2.0\$1  |  [variabel menghapus](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#delete_repeat4)  | 
|  v2.0\$1  |  [variabel mendapatkan](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#get_repeat3)  | 
|  v2.0\$1  |  [variabel yang ditetapkan](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#set_repeat1)  | 
|  v2.0\$1  |  [daftar variabel](http://airflow.apache.org/docs/apache-airflow/2.2.2/cli-and-env-variables-ref.html#list_repeat8)  | 
|  v2.0\$1  |  [versi](http://airflow.apache.org/docs/apache-airflow/1.10.12/cli-ref.html#version)  | 

------

### Menggunakan perintah yang mengurai DAGs
<a name="parsing-support"></a>

Jika lingkungan Anda menjalankan Apache Airflow v2.0.2, perintah CLI yang DAGs mengurai akan gagal jika DAG menggunakan plugin yang bergantung pada paket yang diinstal melalui: `requirements.txt`

**Apache Airflow v2.0.2**
+ `dags backfill`
+ `dags list`
+ `dags list-runs`
+ `dags next-execution`

Anda dapat menggunakan perintah CLI ini jika Anda DAGs tidak menggunakan plugin yang bergantung pada paket yang diinstal melalui file. `requirements.txt`

## Kode sampel
<a name="airflow-cli-command-examples"></a>

Bagian berikut berisi contoh berbagai cara untuk menggunakan Apache Airflow CLI.

### Mengatur, mendapatkan, atau menghapus variabel Apache Airflow v2
<a name="example-airflow-cli-commands-bash"></a>

Anda dapat menggunakan kode contoh berikut untuk mengatur, mendapatkan atau menghapus variabel dalam format`<script> <mwaa env name> get | set | delete <variable> <variable value> </variable> </variable>`.

```
[ $# -eq 0 ] && echo "Usage: $0 MWAA environment name " && exit

if [[ $2 == "" ]]; then
    dag="variables list"

elif  [ $2 == "get" ] ||  [ $2 == "delete" ] ||  [ $2 == "set" ]; then
    dag="variables $2 $3 $4 $5"

else
    echo "Not a valid command"
    exit 1
fi

CLI_JSON=$(aws mwaa --region $AWS_REGION create-cli-token --name $1) \
    && CLI_TOKEN=$(echo $CLI_JSON | jq -r '.CliToken') \
    && WEB_SERVER_HOSTNAME=$(echo $CLI_JSON | jq -r '.WebServerHostname') \
    && CLI_RESULTS=$(curl --request POST "https://$WEB_SERVER_HOSTNAME/aws_mwaa/cli" \
    --header "Authorization: Bearer $CLI_TOKEN" \
    --header "Content-Type: text/plain" \
    --data-raw "$dag" ) \
    && echo "Output:" \
    && echo $CLI_RESULTS | jq -r '.stdout' | base64 --decode \
    && echo "Errors:" \
    && echo $CLI_RESULTS | jq -r '.stderr' | base64 --decode
```

### Tambahkan konfigurasi saat memicu DAG
<a name="example-airflow-cli-commands-trigger"></a>

Anda dapat menggunakan kode contoh berikut dengan Apache Airflow v2 untuk menambahkan konfigurasi saat memicu DAG, seperti. `airflow trigger_dag 'dag_name' —conf '{"key":"value"}'`

```
import boto3
import json
import requests 
import base64
				
  mwaa_env_name = 'YOUR_ENVIRONMENT_NAME'
  dag_name = 'YOUR_DAG_NAME'
  key = "YOUR_KEY"
  value = "YOUR_VALUE"
  conf = "{\"" + key + "\":\"" + value + "\"}"
				
  client = boto3.client('mwaa')
				
  mwaa_cli_token = client.create_cli_token(
    Name=mwaa_env_name
  )
				
  mwaa_auth_token = 'Bearer ' + mwaa_cli_token['CliToken']
  mwaa_webserver_hostname = 'https://{0}/aws_mwaa/cli'.format(mwaa_cli_token['WebServerHostname'])
  raw_data = "trigger_dag {0} -c '{1}'".format(dag_name, conf)
				
  mwaa_response = requests.post(
    mwaa_webserver_hostname,
    headers={
      'Authorization': mwaa_auth_token,
      'Content-Type': 'text/plain'
    },
    data=raw_data
  )
				
  mwaa_std_err_message = base64.b64decode(mwaa_response.json()['stderr']).decode('utf8')
  mwaa_std_out_message = base64.b64decode(mwaa_response.json()['stdout']).decode('utf8')
				
  print(mwaa_response.status_code)
  print(mwaa_std_err_message)
  print(mwaa_std_out_message)
```

### Jalankan perintah CLI pada terowongan SSH ke host bastion
<a name="example-airflow-cli-commands-private"></a>

Gunakan contoh berikut untuk menjalankan perintah Airflow CLI menggunakan proxy terowongan SSH ke Linux Bastion Host.

**Menggunakan ikal**

1. 

   ```
   ssh -D 8080 -f -C -q -N YOUR_USER@YOUR_BASTION_HOST
   ```

1. 

   ```
   curl -x socks5h://0:8080 --request POST https://YOUR_HOST_NAME/aws_mwaa/cli --header YOUR_HEADERS --data-raw YOUR_CLI_COMMAND
   ```