Load Data from DigitalOcean to Azure Cloud Storage with dlt in Python
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DigitalOcean is a cloud infrastructure provider offering scalable compute, storage, and networking solutions for developers. It simplifies the deployment and management of applications with an easy-to-use interface, flexible pricing, and extensive documentation. DigitalOcean provides features like Droplets (virtual machines), managed databases, Kubernetes, and a wide range of developer tools to help you build, deploy, and scale your applications efficiently. This guide will explain how to load data from DigitalOcean to Azure Cloud Storage using the open-source Python library dlt. Azure Cloud Storage stores data on Microsoft Azure, allowing you to easily create data lakes. You can upload data as JSONL, Parquet, or CSV. For more information on DigitalOcean, visit their website.
dlt Key Features
- Fetching data from the GitHub API: Learn how to efficiently fetch data from the GitHub API using
dlt. Read more - Understanding and managing data loading behaviors: Get insights into the different data loading behaviors and how to manage them. Read more
- Incrementally loading new data and deduplicating existing data: Master the techniques to load only new data and deduplicate existing data. Read more
- Making our data fetch more dynamic and reducing code redundancy: Learn how to make your data fetch more dynamic and reduce code redundancy. Read more
- Securely handling secrets: Understand how to securely handle secrets within your data pipeline. Read more
Getting started with your pipeline locally
dlt-init-openapi0. Prerequisites
dlt and dlt-init-openapi requires Python 3.9 or higher. Additionally, you need to have the pip package manager installed, and we recommend using a virtual environment to manage your dependencies. You can learn more about preparing your computer for dlt in our installation reference.
1. Install dlt and dlt-init-openapi
First you need to install the dlt-init-openapi cli tool.
pip install dlt-init-openapi
The dlt-init-openapi cli is a powerful generator which you can use to turn any OpenAPI spec into a dlt source to ingest data from that api. The quality of the generator source is dependent on how well the API is designed and how accurate the OpenAPI spec you are using is. You may need to make tweaks to the generated code, you can learn more about this here.
# generate pipeline
# NOTE: add_limit adds a global limit, you can remove this later
# NOTE: you will need to select which endpoints to render, you
# can just hit Enter and all will be rendered.
dlt-init-openapi digitalocean --url https://raw.githubusercontent.com/dlt-hub/openapi-specs/main/open_api_specs/Business/digital_ocean.yaml --global-limit 2
cd digitalocean_pipeline
# install generated requirements
pip install -r requirements.txt
The last command will install the required dependencies for your pipeline. The dependencies are listed in the requirements.txt:
dlt>=0.4.12
You now have the following folder structure in your project:
digitalocean_pipeline/
├── .dlt/
│ ├── config.toml # configs for your pipeline
│ └── secrets.toml # secrets for your pipeline
├── rest_api/ # The rest api verified source
│ └── ...
├── digitalocean/
│ └── __init__.py # TODO: possibly tweak this file
├── digitalocean_pipeline.py # your main pipeline script
├── requirements.txt # dependencies for your pipeline
└── .gitignore # ignore files for git (not required)
1.1. Tweak digitalocean/__init__.py
This file contains the generated configuration of your rest_api. You can continue with the next steps and leave it as is, but you might want to come back here and make adjustments if you need your rest_api source set up in a different way. The generated file for the digitalocean source will look like this:
Click to view full file (2454 lines)
from typing import List
import dlt
from dlt.extract.source import DltResource
from rest_api import rest_api_source
from rest_api.typing import RESTAPIConfig
@dlt.source(name="digitalocean_source", max_table_nesting=2)
def digitalocean_source(
token: str = dlt.secrets.value,
base_url: str = dlt.config.value,
) -> List[DltResource]:
# source configuration
source_config: RESTAPIConfig = {
"client": {
"base_url": base_url,
"auth": {
"type": "bearer",
"token": token,
},
"paginator": {
"type":
"page_number",
"page_param":
"page",
"total_path":
"meta.total",
},
},
"resources":
[
# To list all available 1-Click applications, send a GET request to `/v2/1-clicks`. The `type` may be provided as query paramater in order to restrict results to a certain type of 1-Click, for example: `/v2/1-clicks?type=droplet`. Current supported types are `kubernetes` and `droplet`. The response will be a JSON object with a key called `1_clicks`. This will be set to an array of 1-Click application data, each of which will contain the the slug and type for the 1-Click.
{
"name": "one_clicks_list",
"table_name": "1_click",
"endpoint": {
"data_selector": "$",
"path": "/v2/1-clicks",
"params": {
# the parameters below can optionally be configured
# "type": "OPTIONAL_CONFIG",
},
}
},
# To show information about the current user account, send a GET request to `/v2/account`.
{
"name": "account_get",
"table_name": "account",
"endpoint": {
"data_selector": "account",
"path": "/v2/account",
}
},
# This will be the entire list of actions taken on your account, so it will be quite large. As with any large collection returned by the API, the results will be paginated with only 20 on each page by default.
{
"name": "actions_list",
"table_name": "action",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "actions",
"path": "/v2/actions",
"params": {
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To retrieve a specific action object, send a GET request to `/v2/actions/$ACTION_ID`.
{
"name": "actions_get",
"table_name": "action",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "action",
"path": "/v2/actions/{action_id}",
"params": {
"action_id": {
"type": "resolve",
"resource": "actions_list",
"field": "id",
},
},
}
},
# To retrieve a list of all actions that have been executed for a Droplet, send a GET request to `/v2/droplets/$DROPLET_ID/actions`. The results will be returned as a JSON object with an `actions` key. This will be set to an array filled with `action` objects containing the standard `action` attributes.
{
"name": "droplet_actions_list",
"table_name": "action",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "actions",
"path": "/v2/droplets/{droplet_id}/actions",
"params": {
"droplet_id": {
"type": "resolve",
"resource": "droplets_list",
"field": "id",
},
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To retrieve a Droplet action, send a GET request to `/v2/droplets/$DROPLET_ID/actions/$ACTION_ID`. The response will be a JSON object with a key called `action`. The value will be a Droplet action object.
{
"name": "droplet_actions_get",
"table_name": "action",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "action",
"path": "/v2/droplets/{droplet_id}/actions/{action_id}",
"params": {
"action_id": {
"type": "resolve",
"resource": "droplet_actions_list",
"field": "id",
},
"droplet_id": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To retrieve all actions that have been executed on a floating IP, send a GET request to `/v2/floating_ips/$FLOATING_IP/actions`.
{
"name": "floating_i_ps_action_list",
"table_name": "action",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "actions",
"path": "/v2/floating_ips/{floating_ip}/actions",
"params": {
"floating_ip": {
"type": "resolve",
"resource": "floating_i_ps_list",
"field": "project_id",
},
},
"paginator": {
"type":
"json_response",
"next_url_path":
"links.pages.next",
},
}
},
# To retrieve the status of a floating IP action, send a GET request to `/v2/floating_ips/$FLOATING_IP/actions/$ACTION_ID`.
{
"name": "floating_i_ps_action_get",
"table_name": "action",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "action",
"path": "/v2/floating_ips/{floating_ip}/actions/{action_id}",
"params": {
"action_id": {
"type": "resolve",
"resource": "floating_i_ps_action_list",
"field": "id",
},
"floating_ip": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To retrieve all actions that have been executed on an image, send a GET request to `/v2/images/$IMAGE_ID/actions`.
{
"name": "image_actions_list",
"table_name": "action",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "actions",
"path": "/v2/images/{image_id}/actions",
"params": {
"image_id": {
"type": "resolve",
"resource": "images_list",
"field": "id",
},
},
"paginator": {
"type":
"json_response",
"next_url_path":
"links.pages.next",
},
}
},
# To retrieve the status of an image action, send a GET request to `/v2/images/$IMAGE_ID/actions/$IMAGE_ACTION_ID`.
{
"name": "image_actions_get",
"table_name": "action",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "$",
"path": "/v2/images/{image_id}/actions/{action_id}",
"params": {
"action_id": {
"type": "resolve",
"resource": "image_actions_list",
"field": "id",
},
"image_id": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To retrieve all actions that have been executed on a reserved IP, send a GET request to `/v2/reserved_ips/$RESERVED_IP/actions`.
{
"name": "reserved_i_ps_actions_list",
"table_name": "action",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "actions",
"path": "/v2/reserved_ips/{reserved_ip}/actions",
"params": {
"reserved_ip": {
"type": "resolve",
"resource": "reserved_i_ps_list",
"field": "project_id",
},
},
"paginator": {
"type":
"json_response",
"next_url_path":
"links.pages.next",
},
}
},
# To retrieve the status of a reserved IP action, send a GET request to `/v2/reserved_ips/$RESERVED_IP/actions/$ACTION_ID`.
{
"name": "reserved_i_ps_actions_get",
"table_name": "action",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "action",
"path": "/v2/reserved_ips/{reserved_ip}/actions/{action_id}",
"params": {
"action_id": {
"type": "resolve",
"resource": "reserved_i_ps_actions_list",
"field": "id",
},
"reserved_ip": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To retrieve all actions that have been executed on a volume, send a GET request to `/v2/volumes/$VOLUME_ID/actions`.
{
"name": "volume_actions_list",
"table_name": "action",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "actions",
"path": "/v2/volumes/{volume_id}/actions",
"params": {
"volume_id": {
"type": "resolve",
"resource": "volumes_list",
"field": "id",
},
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To retrieve the status of a volume action, send a GET request to `/v2/volumes/$VOLUME_ID/actions/$ACTION_ID`.
{
"name": "volume_actions_get",
"table_name": "action",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "action",
"path": "/v2/volumes/{volume_id}/actions/{action_id}",
"params": {
"action_id": {
"type": "resolve",
"resource": "volume_actions_list",
"field": "id",
},
"volume_id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "per_page": "20",
},
"paginator": {
"type":
"page_number",
"page_param":
"page",
"total_path":
"",
"maximum_page":
20,
},
}
},
# List alerts associated to the app and any components. This includes configuration information about the alerts including emails, slack webhooks, and triggering events or conditions.
{
"name": "apps_list_alerts",
"table_name": "alert",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "alerts",
"path": "/v2/apps/{app_id}/alerts",
"params": {
"app_id": {
"type": "resolve",
"resource": "apps_list",
"field": "id",
},
},
}
},
# Returns all alert policies that are configured for the given account. To List all alert policies, send a GET request to `/v2/monitoring/alerts`.
{
"name": "monitoring_list_alert_policy",
"table_name": "alert",
"endpoint": {
"data_selector": "policies",
"path": "/v2/monitoring/alerts",
"params": {
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To retrieve a given alert policy, send a GET request to `/v2/monitoring/alerts/{alert_uuid}`
{
"name": "monitoring_get_alert_policy",
"table_name": "alert",
"endpoint": {
"data_selector": "policy",
"path": "/v2/monitoring/alerts/{alert_uuid}",
"params": {
"alert_uuid": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To list all of the alerts for an Uptime check, send a GET request to `/v2/uptime/checks/$CHECK_ID/alerts`.
{
"name": "uptime_check_alerts_list",
"table_name": "alert",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "alerts",
"path": "/v2/uptime/checks/{check_id}/alerts",
"params": {
"check_id": {
"type": "resolve",
"resource": "uptime_checks_list",
"field": "id",
},
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To show information about an existing alert, send a GET request to `/v2/uptime/checks/$CHECK_ID/alerts/$ALERT_ID`.
{
"name": "uptime_alert_get",
"table_name": "alert",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "alert",
"path": "/v2/uptime/checks/{check_id}/alerts/{alert_id}",
"params": {
"alert_id": {
"type": "resolve",
"resource": "uptime_check_alerts_list",
"field": "id",
},
"check_id": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# List all deployments of an app.
{
"name": "apps_list_deployments",
"table_name": "an_app_deployment",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "deployments",
"path": "/v2/apps/{app_id}/deployments",
"params": {
"app_id": {
"type": "resolve",
"resource": "apps_list",
"field": "id",
},
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# Retrieve information about an app deployment.
{
"name": "apps_get_deployment",
"table_name": "an_app_deployment",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "deployment",
"path": "/v2/apps/{app_id}/deployments/{deployment_id}",
"params": {
"deployment_id": {
"type": "resolve",
"resource": "apps_list_deployments",
"field": "id",
},
"app_id": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# List all apps on your account. Information about the current active deployment as well as any in progress ones will also be included for each app.
{
"name": "apps_list",
"table_name": "app",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "apps",
"path": "/v2/apps",
"params": {
# the parameters below can optionally be configured
# "per_page": "20",
# "with_projects": "OPTIONAL_CONFIG",
},
}
},
# Retrieve details about an existing app by either its ID or name. To retrieve an app by its name, do not include an ID in the request path. Information about the current active deployment as well as any in progress ones will also be included in the response.
{
"name": "apps_get",
"table_name": "app",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "app",
"path": "/v2/apps/{id}",
"params": {
"id": {
"type": "resolve",
"resource": "apps_list",
"field": "id",
},
# the parameters below can optionally be configured
# "name": "OPTIONAL_CONFIG",
},
}
},
# To list all of the available backups of a PostgreSQL or MySQL database cluster, send a GET request to `/v2/databases/$DATABASE_ID/backups`. **Note**: Backups are not supported for Redis clusters. The result will be a JSON object with a `backups key`. This will be set to an array of backup objects, each of which will contain the size of the backup and the timestamp at which it was created.
{
"name": "databases_list_backups",
"table_name": "backup",
"endpoint": {
"data_selector": "backups",
"path": "/v2/databases/{database_cluster_uuid}/backups",
"params": {
"database_cluster_uuid": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To retrieve any backups associated with a Droplet, send a GET request to `/v2/droplets/$DROPLET_ID/backups`. You will get back a JSON object that has a `backups` key. This will be set to an array of backup objects, each of which contain the standard Droplet backup attributes.
{
"name": "droplets_list_backups",
"table_name": "backup",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "backups",
"path": "/v2/droplets/{droplet_id}/backups",
"params": {
"droplet_id": {
"type": "resolve",
"resource": "droplets_list",
"field": "id",
},
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To retrieve the balances on a customer's account, send a GET request to `/v2/customers/my/balance`.
{
"name": "balance_get",
"table_name": "balance",
"endpoint": {
"data_selector": "$",
"path": "/v2/customers/my/balance",
}
},
# To retrieve bandwidth metrics for a given Droplet, send a GET request to `/v2/monitoring/metrics/droplet/bandwidth`. Use the `interface` query parameter to specify if the results should be for the `private` or `public` interface. Use the `direction` query parameter to specify if the results should be for `inbound` or `outbound` traffic.
{
"name": "monitoring_get_droplet_bandwidth_metrics",
"table_name": "bandwidth",
"endpoint": {
"data_selector": "data.result",
"path": "/v2/monitoring/metrics/droplet/bandwidth",
"params": {
"host_id": "FILL_ME_IN", # TODO: fill in required query parameter
"interface": "FILL_ME_IN", # TODO: fill in required query parameter
"direction": "FILL_ME_IN", # TODO: fill in required query parameter
"start": "FILL_ME_IN", # TODO: fill in required query parameter
"end": "FILL_ME_IN", # TODO: fill in required query parameter
},
}
},
# Retrieve daily bandwidth usage metrics for a single app.
{
"name": "apps_get_metrics_bandwidth_daily",
"table_name": "bandwidth_daily",
"primary_key": "app_id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "app_bandwidth_usage",
"path": "/v2/apps/{app_id}/metrics/bandwidth_daily",
"params": {
"app_id": {
"type": "resolve",
"resource": "apps_list",
"field": "id",
},
# the parameters below can optionally be configured
# "date": "OPTIONAL_CONFIG",
},
}
},
# To retrieve a list of all billing history entries, send a GET request to `/v2/customers/my/billing_history`.
{
"name": "billing_history_list",
"table_name": "billing_history",
"endpoint": {
"data_selector": "billing_history",
"path": "/v2/customers/my/billing_history",
"paginator": {
"type":
"json_response",
"next_url_path":
"links.pages.next",
},
}
},
# To retrieve the public certificate used to secure the connection to the database cluster send a GET request to `/v2/databases/$DATABASE_ID/ca`. The response will be a JSON object with a `ca` key. This will be set to an object containing the base64 encoding of the public key certificate.
{
"name": "databases_get_ca",
"table_name": "ca",
"endpoint": {
"data_selector": "ca",
"path": "/v2/databases/{database_cluster_uuid}/ca",
"params": {
"database_cluster_uuid": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To list all of the certificates available on your account, send a GET request to `/v2/certificates`.
{
"name": "certificates_list",
"table_name": "certificate",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "certificates",
"path": "/v2/certificates",
"params": {
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To show information about an existing certificate, send a GET request to `/v2/certificates/$CERTIFICATE_ID`.
{
"name": "certificates_get",
"table_name": "certificate",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "certificate",
"path": "/v2/certificates/{certificate_id}",
"params": {
"certificate_id": {
"type": "resolve",
"resource": "certificates_list",
"field": "id",
},
},
}
},
# To list all of the Uptime checks on your account, send a GET request to `/v2/uptime/checks`.
{
"name": "uptime_checks_list",
"table_name": "check",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "checks",
"path": "/v2/uptime/checks",
"params": {
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To show information about an existing check, send a GET request to `/v2/uptime/checks/$CHECK_ID`.
{
"name": "uptime_check_get",
"table_name": "check",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "check",
"path": "/v2/uptime/checks/{check_id}",
"params": {
"check_id": {
"type": "resolve",
"resource": "uptime_checks_list",
"field": "id",
},
},
}
},
# To list all of the Kubernetes clusters on your account, send a GET request to `/v2/kubernetes/clusters`.
{
"name": "kubernetes_list_clusters",
"table_name": "cluster",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "kubernetes_clusters",
"path": "/v2/kubernetes/clusters",
"params": {
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To show information about an existing Kubernetes cluster, send a GET request to `/v2/kubernetes/clusters/$K8S_CLUSTER_ID`.
{
"name": "kubernetes_get_cluster",
"table_name": "cluster",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "kubernetes_cluster",
"path": "/v2/kubernetes/clusters/{cluster_id}",
"params": {
"cluster_id": {
"type": "resolve",
"resource": "kubernetes_list_clusters",
"field": "id",
},
},
}
},
# To request clusterlint diagnostics for your cluster, send a GET request to `/v2/kubernetes/clusters/$K8S_CLUSTER_ID/clusterlint`. If the `run_id` query parameter is provided, then the diagnostics for the specific run is fetched. By default, the latest results are shown. To find out how to address clusterlint feedback, please refer to [the clusterlint check documentation](https://github.com/digitalocean/clusterlint/blob/master/checks.md).
{
"name": "kubernetes_get_cluster_lint_results",
"table_name": "clusterlint",
"endpoint": {
"data_selector": "diagnostics",
"path": "/v2/kubernetes/clusters/{cluster_id}/clusterlint",
"params": {
"cluster_id": {
"type": "resolve",
"resource": "kubernetes_list_clusters",
"field": "id",
},
# the parameters below can optionally be configured
# "run_id": "OPTIONAL_CONFIG",
},
}
},
# Shows configuration parameters for an existing database cluster by sending a GET request to `/v2/databases/$DATABASE_ID/config`. The response is a JSON object with a `config` key, which is set to an object containing any database configuration parameters.
{
"name": "databases_get_config",
"table_name": "config",
"endpoint": {
"data_selector": "config.pgbouncer.ignore_startup_parameters",
"path": "/v2/databases/{database_cluster_uuid}/config",
"params": {
"database_cluster_uuid": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To retrieve CPU metrics for a given droplet, send a GET request to `/v2/monitoring/metrics/droplet/cpu`.
{
"name": "monitoring_get_droplet_cpu_metrics",
"table_name": "cpu",
"endpoint": {
"data_selector": "data.result",
"path": "/v2/monitoring/metrics/droplet/cpu",
"params": {
"host_id": "FILL_ME_IN", # TODO: fill in required query parameter
"start": "FILL_ME_IN", # TODO: fill in required query parameter
"end": "FILL_ME_IN", # TODO: fill in required query parameter
},
}
},
# This endpoint returns a JSON object . It can be used to programmatically construct Kubernetes clients which cannot parse kubeconfig files. The resulting JSON object contains token-based authentication for clusters supporting it, and certificate-based authentication otherwise. For a list of supported versions and more information, see "[How to Connect to a DigitalOcean Kubernetes Cluster with kubectl](https://www.digitalocean.com/docs/kubernetes/how-to/connect-with-kubectl/)". To retrieve credentials for accessing a Kubernetes cluster, send a GET request to `/v2/kubernetes/clusters/$K8S_CLUSTER_ID/credentials`. Clusters supporting token-based authentication may define an expiration by passing a duration in seconds as a query parameter to `/v2/kubernetes/clusters/$K8S_CLUSTER_ID/kubeconfig?expiry_seconds=$DURATION_IN_SECONDS`. If not set or 0, then the token will have a 7 day expiry. The query parameter has no impact in certificate-based authentication.
{
"name": "kubernetes_get_credentials",
"table_name": "credential",
"endpoint": {
"data_selector": "$",
"path": "/v2/kubernetes/clusters/{cluster_id}/credentials",
"params": {
"cluster_id": {
"type": "resolve",
"resource": "kubernetes_list_clusters",
"field": "id",
},
# the parameters below can optionally be configured
# "expiry_seconds": "0",
},
}
},
# To retrieve a CSV for an invoice, send a GET request to `/v2/customers/my/invoices/$INVOICE_UUID/csv`.
{
"name": "invoices_get_csv_by_uuid",
"table_name": "csv",
"endpoint": {
"path": "/v2/customers/my/invoices/{invoice_uuid}/csv",
"params": {
"invoice_uuid": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To list all of the database clusters available on your account, send a GET request to `/v2/databases`. To limit the results to database clusters with a specific tag, include the `tag_name` query parameter set to the name of the tag. For example, `/v2/databases?tag_name=$TAG_NAME`. The result will be a JSON object with a `databases` key. This will be set to an array of database objects, each of which will contain the standard database attributes. The embedded `connection` and `private_connection` objects will contain the information needed to access the database cluster: The embedded `maintenance_window` object will contain information about any scheduled maintenance for the database cluster.
{
"name": "databases_list_clusters",
"table_name": "databasis",
"endpoint": {
"data_selector": "$",
"path": "/v2/databases",
"params": {
# the parameters below can optionally be configured
# "tag_name": "OPTIONAL_CONFIG",
},
}
},
# To show information about an existing database cluster, send a GET request to `/v2/databases/$DATABASE_ID`. The response will be a JSON object with a database key. This will be set to an object containing the standard database cluster attributes. The embedded connection and private_connection objects will contain the information needed to access the database cluster. The embedded maintenance_window object will contain information about any scheduled maintenance for the database cluster.
{
"name": "databases_get_cluster",
"table_name": "databasis",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "database",
"path": "/v2/databases/{database_cluster_uuid}",
"params": {
"database_cluster_uuid": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To list all of the databases in a clusters, send a GET request to `/v2/databases/$DATABASE_ID/dbs`. The result will be a JSON object with a `dbs` key. This will be set to an array of database objects, each of which will contain the standard database attributes. Note: Database management is not supported for Redis clusters.
{
"name": "databases_list",
"table_name": "db",
"endpoint": {
"data_selector": "$",
"path": "/v2/databases/{database_cluster_uuid}/dbs",
"params": {
"database_cluster_uuid": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To show information about an existing database cluster, send a GET request to `/v2/databases/$DATABASE_ID/dbs/$DB_NAME`. Note: Database management is not supported for Redis clusters. The response will be a JSON object with a `db` key. This will be set to an object containing the standard database attributes.
{
"name": "databases_get",
"table_name": "db",
"endpoint": {
"data_selector": "db",
"path": "/v2/databases/{database_cluster_uuid}/dbs/{database_name}",
"params": {
"database_cluster_uuid": "FILL_ME_IN", # TODO: fill in required path parameter
"database_name": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To get your default project, send a GET request to `/v2/projects/default`.
{
"name": "projects_get_default",
"table_name": "default",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "project",
"path": "/v2/projects/default",
}
},
# To list the associated billable resources that can be destroyed along with a Droplet, send a GET request to the `/v2/droplets/$DROPLET_ID/destroy_with_associated_resources` endpoint. The response will be a JSON object containing `snapshots`, `volumes`, and `volume_snapshots` keys. Each will be set to an array of objects containing information about the associated resources.
{
"name": "droplets_list_associated_resources",
"table_name": "destroy_with_associated_resource",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "floating_ips",
"path": "/v2/droplets/{droplet_id}/destroy_with_associated_resources",
"params": {
"droplet_id": {
"type": "resolve",
"resource": "droplets_list",
"field": "id",
},
},
}
},
# To list the associated billable resources that can be destroyed along with a cluster, send a GET request to the `/v2/kubernetes/clusters/$K8S_CLUSTER_ID/destroy_with_associated_resources` endpoint.
{
"name": "kubernetes_list_associated_resources",
"table_name": "destroy_with_associated_resource",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "load_balancers",
"path": "/v2/kubernetes/clusters/{cluster_id}/destroy_with_associated_resources",
"params": {
"cluster_id": {
"type": "resolve",
"resource": "kubernetes_list_clusters",
"field": "id",
},
},
}
},
# To list all manifests in your container registry repository, send a GET request to `/v2/registry/$REGISTRY_NAME/repositories/$REPOSITORY_NAME/digests`. Note that if your repository name contains `/` characters, it must be URL-encoded in the request URL. For example, to list manifests for `registry.digitalocean.com/example/my/repo`, the path would be `/v2/registry/example/repositories/my%2Frepo/digests`.
{
"name": "registry_list_repository_manifests",
"table_name": "digest",
"endpoint": {
"data_selector": "manifests",
"path": "/v2/registry/{registry_name}/{repository_name}/digests",
"params": {
"registry_name": "FILL_ME_IN", # TODO: fill in required path parameter
"repository_name": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# In order to access your container registry with the Docker client or from a Kubernetes cluster, you will need to configure authentication. The necessary JSON configuration can be retrieved by sending a GET request to `/v2/registry/docker-credentials`. The response will be in the format of a Docker `config.json` file. To use the config in your Kubernetes cluster, create a Secret with: kubectl create secret generic docr \ --from-file=.dockerconfigjson=config.json \ --type=kubernetes.io/dockerconfigjson By default, the returned credentials have read-only access to your registry and cannot be used to push images. This is appropriate for most Kubernetes clusters. To retrieve read/write credentials, suitable for use with the Docker client or in a CI system, read_write may be provided as query parameter. For example: `/v2/registry/docker-credentials?read_write=true` By default, the returned credentials will not expire. To retrieve credentials with an expiry set, expiry_seconds may be provided as a query parameter. For example: `/v2/registry/docker-credentials?expiry_seconds=3600` will return credentials that expire after one hour.
{
"name": "registry_get_docker_credentials",
"table_name": "docker_credential",
"endpoint": {
"data_selector": "auths.registry.digitalocean.com",
"path": "/v2/registry/docker-credentials",
"params": {
# the parameters below can optionally be configured
# "expiry_seconds": "0",
# "read_write": "false",
},
}
},
# To retrieve a list of all of the domains in your account, send a GET request to `/v2/domains`.
{
"name": "domains_list",
"table_name": "domain",
"endpoint": {
"data_selector": "domains",
"path": "/v2/domains",
"params": {
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To get details about a specific domain, send a GET request to `/v2/domains/$DOMAIN_NAME`.
{
"name": "domains_get",
"table_name": "domain",
"endpoint": {
"data_selector": "domain",
"path": "/v2/domains/{domain_name}",
"params": {
"domain_name": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To list all Droplets in your account, send a GET request to `/v2/droplets`. The response body will be a JSON object with a key of `droplets`. This will be set to an array containing objects each representing a Droplet. These will contain the standard Droplet attributes. ### Filtering Results by Tag It's possible to request filtered results by including certain query parameters. To only list Droplets assigned to a specific tag, include the `tag_name` query parameter set to the name of the tag in your GET request. For example, `/v2/droplets?tag_name=$TAG_NAME`.
{
"name": "droplets_list",
"table_name": "droplet",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "droplets",
"path": "/v2/droplets",
"params": {
# the parameters below can optionally be configured
# "per_page": "20",
# "tag_name": "OPTIONAL_CONFIG",
# "name": "OPTIONAL_CONFIG",
},
}
},
# To show information about an individual Droplet, send a GET request to `/v2/droplets/$DROPLET_ID`.
{
"name": "droplets_get",
"table_name": "droplet",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "droplet",
"path": "/v2/droplets/{droplet_id}",
"params": {
"droplet_id": {
"type": "resolve",
"resource": "droplets_list",
"field": "id",
},
},
}
},
# To retrieve a list of all Droplets that are co-located on the same physical hardware, send a GET request to `/v2/reports/droplet_neighbors_ids`. The results will be returned as a JSON object with a key of `neighbor_ids`. This will be set to an array of arrays. Each array will contain a set of Droplet IDs for Droplets that share a physical server. An empty array indicates that all Droplets associated with your account are located on separate physical hardware.
{
"name": "droplets_list_neighbors_ids",
"table_name": "droplet_neighbors_id",
"endpoint": {
"data_selector": "neighbor_ids",
"path": "/v2/reports/droplet_neighbors_ids",
}
},
# To list all of the CDN endpoints available on your account, send a GET request to `/v2/cdn/endpoints`.
{
"name": "cdn_list_endpoints",
"table_name": "endpoint",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "endpoints",
"path": "/v2/cdn/endpoints",
"params": {
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To show information about an existing CDN endpoint, send a GET request to `/v2/cdn/endpoints/$ENDPOINT_ID`.
{
"name": "cdn_get_endpoint",
"table_name": "endpoint",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "endpoint",
"path": "/v2/cdn/endpoints/{cdn_id}",
"params": {
"cdn_id": {
"type": "resolve",
"resource": "cdn_list_endpoints",
"field": "id",
},
},
}
},
# To retrieve the configured eviction policy for an existing Redis cluster, send a GET request to `/v2/databases/$DATABASE_ID/eviction_policy`. The response will be a JSON object with an `eviction_policy` key. This will be set to a string representing the eviction policy.
{
"name": "databases_get_eviction_policy",
"table_name": "eviction_policy",
"endpoint": {
"data_selector": "$",
"path": "/v2/databases/{database_cluster_uuid}/eviction_policy",
"params": {
"database_cluster_uuid": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To retrieve filesystem free metrics for a given droplet, send a GET request to `/v2/monitoring/metrics/droplet/filesystem_free`.
{
"name": "monitoring_get_droplet_filesystem_free_metrics",
"table_name": "filesystem_free",
"endpoint": {
"data_selector": "data.result",
"path": "/v2/monitoring/metrics/droplet/filesystem_free",
"params": {
"host_id": "FILL_ME_IN", # TODO: fill in required query parameter
"start": "FILL_ME_IN", # TODO: fill in required query parameter
"end": "FILL_ME_IN", # TODO: fill in required query parameter
},
}
},
# To retrieve filesystem size metrics for a given droplet, send a GET request to `/v2/monitoring/metrics/droplet/filesystem_size`.
{
"name": "monitoring_get_droplet_filesystem_size_metrics",
"table_name": "filesystem_size",
"endpoint": {
"data_selector": "data.result",
"path": "/v2/monitoring/metrics/droplet/filesystem_size",
"params": {
"host_id": "FILL_ME_IN", # TODO: fill in required query parameter
"start": "FILL_ME_IN", # TODO: fill in required query parameter
"end": "FILL_ME_IN", # TODO: fill in required query parameter
},
}
},
# To list all of a database cluster's firewall rules (known as "trusted sources" in the control panel), send a GET request to `/v2/databases/$DATABASE_ID/firewall`. The result will be a JSON object with a `rules` key.
{
"name": "databases_list_firewall_rules",
"table_name": "firewall",
"endpoint": {
"data_selector": "$",
"path": "/v2/databases/{database_cluster_uuid}/firewall",
"params": {
"database_cluster_uuid": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To retrieve a list of all firewalls available to a Droplet, send a GET request to `/v2/droplets/$DROPLET_ID/firewalls` The response will be a JSON object that has a key called `firewalls`. This will be set to an array of `firewall` objects, each of which contain the standard `firewall` attributes.
{
"name": "droplets_list_firewalls",
"table_name": "firewall",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "firewalls",
"path": "/v2/droplets/{droplet_id}/firewalls",
"params": {
"droplet_id": {
"type": "resolve",
"resource": "droplets_list",
"field": "id",
},
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To list all of the firewalls available on your account, send a GET request to `/v2/firewalls`.
{
"name": "firewalls_list",
"table_name": "firewall",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "firewalls",
"path": "/v2/firewalls",
"params": {
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To show information about an existing firewall, send a GET request to `/v2/firewalls/$FIREWALL_ID`.
{
"name": "firewalls_get",
"table_name": "firewall",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "firewall",
"path": "/v2/firewalls/{firewall_id}",
"params": {
"firewall_id": {
"type": "resolve",
"resource": "firewalls_list",
"field": "id",
},
},
}
},
# To list all of the floating IPs available on your account, send a GET request to `/v2/floating_ips`.
{
"name": "floating_i_ps_list",
"table_name": "floating_ip",
"primary_key": "project_id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "floating_ips",
"path": "/v2/floating_ips",
"params": {
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To show information about a floating IP, send a GET request to `/v2/floating_ips/$FLOATING_IP_ADDR`.
{
"name": "floating_i_ps_get",
"table_name": "floating_ip",
"primary_key": "project_id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "floating_ip",
"path": "/v2/floating_ips/{floating_ip}",
"params": {
"floating_ip": {
"type": "resolve",
"resource": "floating_i_ps_list",
"field": "project_id",
},
},
}
},
# To get information about the currently-active garbage collection for a registry, send a GET request to `/v2/registry/$REGISTRY_NAME/garbage-collection`.
{
"name": "registry_get_garbage_collection",
"table_name": "garbage_collection",
"primary_key": "registry_name",
"write_disposition": "merge",
"endpoint": {
"data_selector": "garbage_collection",
"path": "/v2/registry/{registry_name}/garbage-collection",
"params": {
"registry_name": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To get information about past garbage collections for a registry, send a GET request to `/v2/registry/$REGISTRY_NAME/garbage-collections`.
{
"name": "registry_list_garbage_collections",
"table_name": "garbage_collection",
"primary_key": "registry_name",
"write_disposition": "merge",
"endpoint": {
"data_selector": "garbage_collections",
"path": "/v2/registry/{registry_name}/garbage-collections",
"params": {
"registry_name": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "per_page": "20",
},
"paginator": {
"type":
"page_number",
"page_param":
"page",
"total_path":
"",
"maximum_page":
20,
},
}
},
# List all regions supported by App Platform.
{
"name": "apps_list_regions",
"table_name": "geographical_information_about_an_app_origin",
"endpoint": {
"data_selector": "regions",
"path": "/v2/apps/regions",
}
},
# To list all of the images available on your account, send a GET request to /v2/images. ## Filtering Results ----- It's possible to request filtered results by including certain query parameters. **Image Type** Either 1-Click Application or OS Distribution images can be filtered by using the `type` query parameter. > Important: The `type` query parameter does not directly relate to the `type` attribute. To retrieve only ***distribution*** images, include the `type` query parameter set to distribution, `/v2/images?type=distribution`. To retrieve only ***application*** images, include the `type` query parameter set to application, `/v2/images?type=application`. **User Images** To retrieve only the private images of a user, include the `private` query parameter set to true, `/v2/images?private=true`. **Tags** To list all images assigned to a specific tag, include the `tag_name` query parameter set to the name of the tag in your GET request. For example, `/v2/images?tag_name=$TAG_NAME`.
{
"name": "images_list",
"table_name": "image",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "images",
"path": "/v2/images",
"params": {
# the parameters below can optionally be configured
# "type": "OPTIONAL_CONFIG",
# "private": "OPTIONAL_CONFIG",
# "tag_name": "OPTIONAL_CONFIG",
# "per_page": "20",
},
}
},
# To retrieve information about an image, send a `GET` request to `/v2/images/$IDENTIFIER`.
{
"name": "images_get",
"table_name": "image",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "image",
"path": "/v2/images/{image_id}",
"params": {
"image_id": {
"type": "resolve",
"resource": "images_list",
"field": "id",
},
},
}
},
# List all instance sizes for `service`, `worker`, and `job` components.
{
"name": "apps_list_instance_sizes",
"table_name": "instance_size",
"endpoint": {
"data_selector": "instance_sizes",
"path": "/v2/apps/tiers/instance_sizes",
}
},
# Retrieve information about a specific instance size for `service`, `worker`, and `job` components.
{
"name": "apps_get_instance_size",
"table_name": "instance_size",
"primary_key": "slug",
"write_disposition": "merge",
"endpoint": {
"data_selector": "instance_size",
"path": "/v2/apps/tiers/instance_sizes/{slug}",
"params": {
"slug": {
"type": "resolve",
"resource": "apps_list_instance_sizes",
"field": "slug",
},
},
}
},
# To retrieve a list of all invoices, send a GET request to `/v2/customers/my/invoices`.
{
"name": "invoices_list",
"table_name": "invoice",
"endpoint": {
"data_selector": "invoices",
"path": "/v2/customers/my/invoices",
"params": {
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To retrieve the invoice items for an invoice, send a GET request to `/v2/customers/my/invoices/$INVOICE_UUID`.
{
"name": "invoices_get_by_uuid",
"table_name": "invoice",
"endpoint": {
"data_selector": "invoice_items",
"path": "/v2/customers/my/invoices/{invoice_uuid}",
"params": {
"invoice_uuid": {
"type": "resolve",
"resource": "invoices_list",
"field": "invoice_uuid",
},
},
"paginator": {
"type":
"json_response",
"next_url_path":
"links.pages.next",
},
}
},
# To retrieve a list of all kernels available to a Droplet, send a GET request to `/v2/droplets/$DROPLET_ID/kernels` The response will be a JSON object that has a key called `kernels`. This will be set to an array of `kernel` objects, each of which contain the standard `kernel` attributes.
{
"name": "droplets_list_kernels",
"table_name": "kernel",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "kernels",
"path": "/v2/droplets/{droplet_id}/kernels",
"params": {
"droplet_id": {
"type": "resolve",
"resource": "droplets_list",
"field": "id",
},
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To list all of the keys in your account, send a GET request to `/v2/account/keys`. The response will be a JSON object with a key set to `ssh_keys`. The value of this will be an array of ssh_key objects, each of which contains the standard ssh_key attributes.
{
"name": "ssh_keys_list",
"table_name": "key",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "ssh_keys",
"path": "/v2/account/keys",
"params": {
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To get information about a key, send a GET request to `/v2/account/keys/$KEY_ID` or `/v2/account/keys/$KEY_FINGERPRINT`. The response will be a JSON object with the key `ssh_key` and value an ssh_key object which contains the standard ssh_key attributes.
{
"name": "ssh_keys_get",
"table_name": "key",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "ssh_key",
"path": "/v2/account/keys/{ssh_key_identifier}",
"params": {
"ssh_key_identifier": {
"type": "resolve",
"resource": "ssh_keys_list",
"field": "id",
},
},
}
},
# This endpoint returns a kubeconfig file in YAML format. It can be used to connect to and administer the cluster using the Kubernetes command line tool, `kubectl`, or other programs supporting kubeconfig files (e.g., client libraries). The resulting kubeconfig file uses token-based authentication for clusters supporting it, and certificate-based authentication otherwise. For a list of supported versions and more information, see "[How to Connect to a DigitalOcean Kubernetes Cluster with kubectl](https://www.digitalocean.com/docs/kubernetes/how-to/connect-with-kubectl/)". To retrieve a kubeconfig file for use with a Kubernetes cluster, send a GET request to `/v2/kubernetes/clusters/$K8S_CLUSTER_ID/kubeconfig`. Clusters supporting token-based authentication may define an expiration by passing a duration in seconds as a query parameter to `/v2/kubernetes/clusters/$K8S_CLUSTER_ID/kubeconfig?expiry_seconds=$DURATION_IN_SECONDS`. If not set or 0, then the token will have a 7 day expiry. The query parameter has no impact in certificate-based authentication.
{
"name": "kubernetes_get_kubeconfig",
"table_name": "kubeconfig",
"endpoint": {
"path": "/v2/kubernetes/clusters/{cluster_id}/kubeconfig",
"params": {
"cluster_id": {
"type": "resolve",
"resource": "kubernetes_list_clusters",
"field": "id",
},
# the parameters below can optionally be configured
# "expiry_seconds": "0",
},
}
},
# To retrieve 1 minute load average metrics for a given droplet, send a GET request to `/v2/monitoring/metrics/droplet/load_1`.
{
"name": "monitoring_get_droplet_load_1_metrics",
"table_name": "load_1",
"endpoint": {
"data_selector": "data.result",
"path": "/v2/monitoring/metrics/droplet/load_1",
"params": {
"host_id": "FILL_ME_IN", # TODO: fill in required query parameter
"start": "FILL_ME_IN", # TODO: fill in required query parameter
"end": "FILL_ME_IN", # TODO: fill in required query parameter
},
}
},
# To retrieve 15 minute load average metrics for a given droplet, send a GET request to `/v2/monitoring/metrics/droplet/load_15`.
{
"name": "monitoring_get_droplet_load_15_metrics",
"table_name": "load_15",
"endpoint": {
"data_selector": "data.result",
"path": "/v2/monitoring/metrics/droplet/load_15",
"params": {
"host_id": "FILL_ME_IN", # TODO: fill in required query parameter
"start": "FILL_ME_IN", # TODO: fill in required query parameter
"end": "FILL_ME_IN", # TODO: fill in required query parameter
},
}
},
# To retrieve 5 minute load average metrics for a given droplet, send a GET request to `/v2/monitoring/metrics/droplet/load_5`.
{
"name": "monitoring_get_droplet_load_5_metrics",
"table_name": "load_5",
"endpoint": {
"data_selector": "data.result",
"path": "/v2/monitoring/metrics/droplet/load_5",
"params": {
"host_id": "FILL_ME_IN", # TODO: fill in required query parameter
"start": "FILL_ME_IN", # TODO: fill in required query parameter
"end": "FILL_ME_IN", # TODO: fill in required query parameter
},
}
},
# To list all of the load balancer instances on your account, send a GET request to `/v2/load_balancers`.
{
"name": "load_balancers_list",
"table_name": "load_balancer",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "load_balancers",
"path": "/v2/load_balancers",
"params": {
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To show information about a load balancer instance, send a GET request to `/v2/load_balancers/$LOAD_BALANCER_ID`.
{
"name": "load_balancers_get",
"table_name": "load_balancer",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "load_balancer",
"path": "/v2/load_balancers/{lb_id}",
"params": {
"lb_id": {
"type": "resolve",
"resource": "load_balancers_list",
"field": "id",
},
},
}
},
# Retrieve the logs of the active deployment if one exists. The response will include links to either real-time logs of an in-progress or active deployment or archived logs of a past deployment. Note log_type=BUILD logs will return logs associated with the current active deployment (being served). To view build logs associated with in-progress build, the query must explicitly reference the deployment id.
{
"name": "apps_get_logs_active_deployment",
"table_name": "log",
"endpoint": {
"data_selector": "historic_urls",
"path": "/v2/apps/{app_id}/components/{component_name}/logs",
"params": {
"component_name": {
"type": "resolve",
"resource": "apps_list",
"field": "id",
},
"app_id": "FILL_ME_IN", # TODO: fill in required path parameter
"type": "UNSPECIFIED", # TODO: fill in required query parameter
# the parameters below can optionally be configured
# "follow": "OPTIONAL_CONFIG",
# "pod_connection_timeout": "OPTIONAL_CONFIG",
},
}
},
# Retrieve the logs of a past, in-progress, or active deployment. The response will include links to either real-time logs of an in-progress or active deployment or archived logs of a past deployment.
{
"name": "apps_get_logs",
"table_name": "log",
"endpoint": {
"data_selector": "historic_urls",
"path": "/v2/apps/{app_id}/deployments/{deployment_id}/components/{component_name}/logs",
"params": {
"component_name": {
"type": "resolve",
"resource": "apps_list_deployments",
"field": "id",
},
"app_id": "FILL_ME_IN", # TODO: fill in required path parameter
"deployment_id": "FILL_ME_IN", # TODO: fill in required path parameter
"type": "UNSPECIFIED", # TODO: fill in required query parameter
# the parameters below can optionally be configured
# "follow": "OPTIONAL_CONFIG",
# "pod_connection_timeout": "OPTIONAL_CONFIG",
},
}
},
# Retrieve the logs of a past, in-progress, or active deployment. If a component name is specified, the logs will be limited to only that component. The response will include links to either real-time logs of an in-progress or active deployment or archived logs of a past deployment.
{
"name": "apps_get_logs_aggregate",
"table_name": "log",
"endpoint": {
"data_selector": "historic_urls",
"path": "/v2/apps/{app_id}/deployments/{deployment_id}/logs",
"params": {
"deployment_id": {
"type": "resolve",
"resource": "apps_list_deployments",
"field": "id",
},
"app_id": "FILL_ME_IN", # TODO: fill in required path parameter
"type": "UNSPECIFIED", # TODO: fill in required query parameter
# the parameters below can optionally be configured
# "follow": "OPTIONAL_CONFIG",
# "pod_connection_timeout": "OPTIONAL_CONFIG",
},
}
},
# Retrieve the logs of the active deployment if one exists. The response will include links to either real-time logs of an in-progress or active deployment or archived logs of a past deployment. Note log_type=BUILD logs will return logs associated with the current active deployment (being served). To view build logs associated with in-progress build, the query must explicitly reference the deployment id.
{
"name": "apps_get_logs_active_deployment_aggregate",
"table_name": "log",
"endpoint": {
"data_selector": "historic_urls",
"path": "/v2/apps/{app_id}/logs",
"params": {
"app_id": {
"type": "resolve",
"resource": "apps_list",
"field": "id",
},
"type": "UNSPECIFIED", # TODO: fill in required query parameter
# the parameters below can optionally be configured
# "follow": "OPTIONAL_CONFIG",
# "pod_connection_timeout": "OPTIONAL_CONFIG",
},
}
},
# To list all of the resources that are members of a VPC, send a GET request to `/v2/vpcs/$VPC_ID/members`. To only list resources of a specific type that are members of the VPC, included a `resource_type` query parameter. For example, to only list Droplets in the VPC, send a GET request to `/v2/vpcs/$VPC_ID/members?resource_type=droplet`.
{
"name": "vpcs_list_members",
"table_name": "member",
"endpoint": {
"data_selector": "members",
"path": "/v2/vpcs/{vpc_id}/members",
"params": {
"vpc_id": {
"type": "resolve",
"resource": "vpcs_list",
"field": "id",
},
# the parameters below can optionally be configured
# "resource_type": "OPTIONAL_CONFIG",
# "per_page": "20",
},
}
},
# To retrieve available memory metrics for a given droplet, send a GET request to `/v2/monitoring/metrics/droplet/memory_available`.
{
"name": "monitoring_get_droplet_memory_available_metrics",
"table_name": "memory_available",
"endpoint": {
"data_selector": "data.result",
"path": "/v2/monitoring/metrics/droplet/memory_available",
"params": {
"host_id": "FILL_ME_IN", # TODO: fill in required query parameter
"start": "FILL_ME_IN", # TODO: fill in required query parameter
"end": "FILL_ME_IN", # TODO: fill in required query parameter
},
}
},
# To retrieve cached memory metrics for a given droplet, send a GET request to `/v2/monitoring/metrics/droplet/memory_cached`.
{
"name": "monitoring_get_droplet_memory_cached_metrics",
"table_name": "memory_cached",
"endpoint": {
"data_selector": "data.result",
"path": "/v2/monitoring/metrics/droplet/memory_cached",
"params": {
"host_id": "FILL_ME_IN", # TODO: fill in required query parameter
"start": "FILL_ME_IN", # TODO: fill in required query parameter
"end": "FILL_ME_IN", # TODO: fill in required query parameter
},
}
},
# To retrieve free memory metrics for a given droplet, send a GET request to `/v2/monitoring/metrics/droplet/memory_free`.
{
"name": "monitoring_get_droplet_memory_free_metrics",
"table_name": "memory_free",
"endpoint": {
"data_selector": "data.result",
"path": "/v2/monitoring/metrics/droplet/memory_free",
"params": {
"host_id": "FILL_ME_IN", # TODO: fill in required query parameter
"start": "FILL_ME_IN", # TODO: fill in required query parameter
"end": "FILL_ME_IN", # TODO: fill in required query parameter
},
}
},
# To retrieve total memory metrics for a given droplet, send a GET request to `/v2/monitoring/metrics/droplet/memory_total`.
{
"name": "monitoring_get_droplet_memory_total_metrics",
"table_name": "memory_total",
"endpoint": {
"data_selector": "data.result",
"path": "/v2/monitoring/metrics/droplet/memory_total",
"params": {
"host_id": "FILL_ME_IN", # TODO: fill in required query parameter
"start": "FILL_ME_IN", # TODO: fill in required query parameter
"end": "FILL_ME_IN", # TODO: fill in required query parameter
},
}
},
# Returns a list of namespaces associated with the current user. To get all namespaces, send a GET request to `/v2/functions/namespaces`.
{
"name": "functions_list_namespaces",
"table_name": "namespace",
"endpoint": {
"data_selector": "namespaces",
"path": "/v2/functions/namespaces",
}
},
# Gets the namespace details for the given namespace UUID. To get namespace details, send a GET request to `/v2/functions/namespaces/$NAMESPACE_ID` with no parameters.
{
"name": "functions_get_namespace",
"table_name": "namespace",
"endpoint": {
"data_selector": "namespace",
"path": "/v2/functions/namespaces/{namespace_id}",
"params": {
"namespace_id": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To retrieve a list of any "neighbors" (i.e. Droplets that are co-located on the same physical hardware) for a specific Droplet, send a GET request to `/v2/droplets/$DROPLET_ID/neighbors`. The results will be returned as a JSON object with a key of `droplets`. This will be set to an array containing objects representing any other Droplets that share the same physical hardware. An empty array indicates that the Droplet is not co-located any other Droplets associated with your account.
{
"name": "droplets_list_neighbors",
"table_name": "neighbor",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "droplets",
"path": "/v2/droplets/{droplet_id}/neighbors",
"params": {
"droplet_id": {
"type": "resolve",
"resource": "droplets_list",
"field": "id",
},
},
}
},
# To list all of the node pools in a Kubernetes clusters, send a GET request to `/v2/kubernetes/clusters/$K8S_CLUSTER_ID/node_pools`.
{
"name": "kubernetes_list_node_pools",
"table_name": "node_pool",
"endpoint": {
"data_selector": "$",
"path": "/v2/kubernetes/clusters/{cluster_id}/node_pools",
"params": {
"cluster_id": {
"type": "resolve",
"resource": "kubernetes_list_clusters",
"field": "id",
},
},
}
},
# To show information about a specific node pool in a Kubernetes cluster, send a GET request to `/v2/kubernetes/clusters/$K8S_CLUSTER_ID/node_pools/$NODE_POOL_ID`.
{
"name": "kubernetes_get_node_pool",
"table_name": "node_pool",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "node_pool",
"path": "/v2/kubernetes/clusters/{cluster_id}/node_pools/{node_pool_id}",
"params": {
"node_pool_id": {
"type": "resolve",
"resource": "kubernetes_list_clusters",
"field": "id",
},
"cluster_id": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To retrieve the status of the most recent online migration, send a GET request to `/v2/databases/$DATABASE_ID/online-migration`.
{
"name": "databases_get_migration_status",
"table_name": "online_migration",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "$",
"path": "/v2/databases/{database_cluster_uuid}/online-migration",
"params": {
"database_cluster_uuid": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To list all of the options available for the offered database engines, send a GET request to `/v2/databases/options`. The result will be a JSON object with an `options` key.
{
"name": "databases_list_options",
"table_name": "option",
"endpoint": {
"data_selector": "version_availability.mongodb",
"path": "/v2/databases/options",
}
},
# To list the versions of Kubernetes available for use, the regions that support Kubernetes, and the available node sizes, send a GET request to `/v2/kubernetes/options`.
{
"name": "kubernetes_list_options",
"table_name": "option",
"endpoint": {
"data_selector": "$",
"path": "/v2/kubernetes/options",
}
},
# This endpoint serves to provide additional information as to which option values are available when creating a container registry. There are multiple subscription tiers available for container registry. Each tier allows a different number of image repositories to be created in your registry, and has a different amount of storage and transfer included. There are multiple regions available for container registry and controls where your data is stored. To list the available options, send a GET request to `/v2/registry/options`.
{
"name": "registry_get_options",
"table_name": "option",
"endpoint": {
"data_selector": "options.available_regions",
"path": "/v2/registry/options",
}
},
# To retrieve a PDF for an invoice, send a GET request to `/v2/customers/my/invoices/$INVOICE_UUID/pdf`.
{
"name": "invoices_get_pdf_by_uuid",
"table_name": "pdf",
"endpoint": {
"path": "/v2/customers/my/invoices/{invoice_uuid}/pdf",
"params": {
"invoice_uuid": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To list all of the connection pools available to a PostgreSQL database cluster, send a GET request to `/v2/databases/$DATABASE_ID/pools`. The result will be a JSON object with a `pools` key. This will be set to an array of connection pool objects.
{
"name": "databases_list_connection_pools",
"table_name": "pool",
"endpoint": {
"data_selector": "pools",
"path": "/v2/databases/{database_cluster_uuid}/pools",
"params": {
"database_cluster_uuid": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To show information about an existing connection pool for a PostgreSQL database cluster, send a GET request to `/v2/databases/$DATABASE_ID/pools/$POOL_NAME`. The response will be a JSON object with a `pool` key.
{
"name": "databases_get_connection_pool",
"table_name": "pool",
"endpoint": {
"data_selector": "pool",
"path": "/v2/databases/{database_cluster_uuid}/pools/{pool_name}",
"params": {
"database_cluster_uuid": "FILL_ME_IN", # TODO: fill in required path parameter
"pool_name": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To list all your projects, send a GET request to `/v2/projects`.
{
"name": "projects_list",
"table_name": "project",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "projects",
"path": "/v2/projects",
"params": {
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To get a project, send a GET request to `/v2/projects/$PROJECT_ID`.
{
"name": "projects_get",
"table_name": "project",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "project",
"path": "/v2/projects/{project_id}",
"params": {
"project_id": {
"type": "resolve",
"resource": "projects_list",
"field": "id",
},
},
}
},
# To get a listing of all records configured for a domain, send a GET request to `/v2/domains/$DOMAIN_NAME/records`. The list of records returned can be filtered by using the `name` and `type` query parameters. For example, to only include A records for a domain, send a GET request to `/v2/domains/$DOMAIN_NAME/records?type=A`. `name` must be a fully qualified record name. For example, to only include records matching `sub.example.com`, send a GET request to `/v2/domains/$DOMAIN_NAME/records?name=sub.example.com`. Both name and type may be used together.
{
"name": "domains_list_records",
"table_name": "record",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "domain_records",
"path": "/v2/domains/{domain_name}/records",
"params": {
"domain_name": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "name": "OPTIONAL_CONFIG",
# "type": "OPTIONAL_CONFIG",
# "per_page": "20",
},
}
},
# To retrieve a specific domain record, send a GET request to `/v2/domains/$DOMAIN_NAME/records/$RECORD_ID`.
{
"name": "domains_get_record",
"table_name": "record",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "domain_record",
"path": "/v2/domains/{domain_name}/records/{domain_record_id}",
"params": {
"domain_record_id": {
"type": "resolve",
"resource": "domains_list_records",
"field": "id",
},
"domain_name": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To list all of the regions that are available, send a GET request to `/v2/regions`. The response will be a JSON object with a key called `regions`. The value of this will be an array of `region` objects, each of which will contain the standard region attributes.
{
"name": "regions_list",
"table_name": "region",
"endpoint": {
"data_selector": "regions",
"path": "/v2/regions",
"params": {
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To get information about your container registry, send a GET request to `/v2/registry`.
{
"name": "registry_get",
"table_name": "registry",
"endpoint": {
"data_selector": "registry",
"path": "/v2/registry",
}
},
# To list all of the read-only replicas associated with a database cluster, send a GET request to `/v2/databases/$DATABASE_ID/replicas`. **Note**: Read-only replicas are not supported for Redis clusters. The result will be a JSON object with a `replicas` key. This will be set to an array of database replica objects, each of which will contain the standard database replica attributes.
{
"name": "databases_list_replicas",
"table_name": "replica",
"endpoint": {
"data_selector": "$",
"path": "/v2/databases/{database_cluster_uuid}/replicas",
"params": {
"database_cluster_uuid": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To show information about an existing database replica, send a GET request to `/v2/databases/$DATABASE_ID/replicas/$REPLICA_NAME`. **Note**: Read-only replicas are not supported for Redis clusters. The response will be a JSON object with a `replica key`. This will be set to an object containing the standard database replica attributes.
{
"name": "databases_get_replica",
"table_name": "replica",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "replica",
"path": "/v2/databases/{database_cluster_uuid}/replicas/{replica_name}",
"params": {
"database_cluster_uuid": "FILL_ME_IN", # TODO: fill in required path parameter
"replica_name": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To list all repositories in your container registry, send a GET request to `/v2/registry/$REGISTRY_NAME/repositoriesV2`.
{
"name": "registry_list_repositories_v2",
"table_name": "repositories_v2",
"primary_key": "registry_name",
"write_disposition": "merge",
"endpoint": {
"data_selector": "repositories",
"path": "/v2/registry/{registry_name}/repositoriesV2",
"params": {
"registry_name": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "per_page": "20",
# "page_token": "OPTIONAL_CONFIG",
},
}
},
# This endpoint has been deprecated in favor of the _List All Container Registry Repositories [V2]_ endpoint. To list all repositories in your container registry, send a GET request to `/v2/registry/$REGISTRY_NAME/repositories`.
{
"name": "registry_list_repositories",
"table_name": "repository",
"primary_key": "registry_name",
"write_disposition": "merge",
"endpoint": {
"data_selector": "repositories",
"path": "/v2/registry/{registry_name}/repositories",
"params": {
"registry_name": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To list all of the reserved IPs available on your account, send a GET request to `/v2/reserved_ips`.
{
"name": "reserved_i_ps_list",
"table_name": "reserved_ip",
"primary_key": "project_id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "reserved_ips",
"path": "/v2/reserved_ips",
"params": {
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To show information about a reserved IP, send a GET request to `/v2/reserved_ips/$RESERVED_IP_ADDR`.
{
"name": "reserved_i_ps_get",
"table_name": "reserved_ip",
"primary_key": "project_id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "reserved_ip",
"path": "/v2/reserved_ips/{reserved_ip}",
"params": {
"reserved_ip": {
"type": "resolve",
"resource": "reserved_i_ps_list",
"field": "project_id",
},
},
}
},
# To list all your resources in your default project, send a GET request to `/v2/projects/default/resources`.
{
"name": "projects_list_resources_default",
"table_name": "resource",
"endpoint": {
"data_selector": "resources",
"path": "/v2/projects/default/resources",
"paginator": {
"type":
"json_response",
"next_url_path":
"links.pages.next",
},
}
},
# To list all your resources in a project, send a GET request to `/v2/projects/$PROJECT_ID/resources`.
{
"name": "projects_list_resources",
"table_name": "resource",
"endpoint": {
"data_selector": "resources",
"path": "/v2/projects/{project_id}/resources",
"params": {
"project_id": {
"type": "resolve",
"resource": "projects_list",
"field": "id",
},
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To list all of available Droplet sizes, send a GET request to `/v2/sizes`. The response will be a JSON object with a key called `sizes`. The value of this will be an array of `size` objects each of which contain the standard size attributes.
{
"name": "sizes_list",
"table_name": "size",
"endpoint": {
"data_selector": "sizes",
"path": "/v2/sizes",
"params": {
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To retrieve the snapshots that have been created from a Droplet, send a GET request to `/v2/droplets/$DROPLET_ID/snapshots`. You will get back a JSON object that has a `snapshots` key. This will be set to an array of snapshot objects, each of which contain the standard Droplet snapshot attributes.
{
"name": "droplets_list_snapshots",
"table_name": "snapshot",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "snapshots",
"path": "/v2/droplets/{droplet_id}/snapshots",
"params": {
"droplet_id": {
"type": "resolve",
"resource": "droplets_list",
"field": "id",
},
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To list all of the snapshots available on your account, send a GET request to `/v2/snapshots`. The response will be a JSON object with a key called `snapshots`. This will be set to an array of `snapshot` objects, each of which will contain the standard snapshot attributes. ### Filtering Results by Resource Type It's possible to request filtered results by including certain query parameters. #### List Droplet Snapshots To retrieve only snapshots based on Droplets, include the `resource_type` query parameter set to `droplet`. For example, `/v2/snapshots?resource_type=droplet`. #### List Volume Snapshots To retrieve only snapshots based on volumes, include the `resource_type` query parameter set to `volume`. For example, `/v2/snapshots?resource_type=volume`.
{
"name": "snapshots_list",
"table_name": "snapshot",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "snapshots",
"path": "/v2/snapshots",
"params": {
# the parameters below can optionally be configured
# "per_page": "20",
# "resource_type": "OPTIONAL_CONFIG",
},
}
},
# To retrieve information about a snapshot, send a GET request to `/v2/snapshots/$SNAPSHOT_ID`. The response will be a JSON object with a key called `snapshot`. The value of this will be an snapshot object containing the standard snapshot attributes.
{
"name": "snapshots_get",
"table_name": "snapshot",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "snapshot",
"path": "/v2/snapshots/{snapshot_id}",
"params": {
"snapshot_id": {
"type": "resolve",
"resource": "snapshots_list",
"field": "id",
},
},
}
},
# To retrieve the details of a snapshot that has been created from a volume, send a GET request to `/v2/volumes/snapshots/$SNAPSHOT_ID`.
{
"name": "volume_snapshots_get_by_id",
"table_name": "snapshot",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "snapshot",
"path": "/v2/volumes/snapshots/{snapshot_id}",
"params": {
"snapshot_id": {
"type": "resolve",
"resource": "volumes_list",
"field": "id",
},
},
}
},
# To retrieve the snapshots that have been created from a volume, send a GET request to `/v2/volumes/$VOLUME_ID/snapshots`.
{
"name": "volume_snapshots_list",
"table_name": "snapshot",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "snapshots",
"path": "/v2/volumes/{volume_id}/snapshots",
"params": {
"volume_id": {
"type": "resolve",
"resource": "volumes_list",
"field": "id",
},
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To retrieve the configured SQL modes for an existing MySQL cluster, send a GET request to `/v2/databases/$DATABASE_ID/sql_mode`. The response will be a JSON object with a `sql_mode` key. This will be set to a string representing the configured SQL modes.
{
"name": "databases_get_sql_mode",
"table_name": "sql_mode",
"endpoint": {
"data_selector": "$",
"path": "/v2/databases/{database_cluster_uuid}/sql_mode",
"params": {
"database_cluster_uuid": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To show information about an existing check's state, send a GET request to `/v2/uptime/checks/$CHECK_ID/state`.
{
"name": "uptime_check_state_get",
"table_name": "state",
"endpoint": {
"data_selector": "state",
"path": "/v2/uptime/checks/{check_id}/state",
"params": {
"check_id": {
"type": "resolve",
"resource": "uptime_checks_list",
"field": "id",
},
},
}
},
# To check on the status of a request to destroy a Droplet with its associated resources, send a GET request to the `/v2/droplets/$DROPLET_ID/destroy_with_associated_resources/status` endpoint.
{
"name": "droplets_get_destroy_associated_resources_status",
"table_name": "statu",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "resources.floating_ips",
"path": "/v2/droplets/{droplet_id}/destroy_with_associated_resources/status",
"params": {
"droplet_id": {
"type": "resolve",
"resource": "droplets_list_associated_resources",
"field": "id",
},
},
}
},
# A subscription is automatically created when you configure your container registry. To get information about your subscription, send a GET request to `/v2/registry/subscription`.
{
"name": "registry_get_subscription",
"table_name": "subscription",
"endpoint": {
"data_selector": "subscription",
"path": "/v2/registry/subscription",
}
},
# To retrieve a summary for an invoice, send a GET request to `/v2/customers/my/invoices/$INVOICE_UUID/summary`.
{
"name": "invoices_get_summary_by_uuid",
"table_name": "summary",
"endpoint": {
"data_selector": "product_charges.items",
"path": "/v2/customers/my/invoices/{invoice_uuid}/summary",
"params": {
"invoice_uuid": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To list all tags in your container registry repository, send a GET request to `/v2/registry/$REGISTRY_NAME/repositories/$REPOSITORY_NAME/tags`. Note that if your repository name contains `/` characters, it must be URL-encoded in the request URL. For example, to list tags for `registry.digitalocean.com/example/my/repo`, the path would be `/v2/registry/example/repositories/my%2Frepo/tags`.
{
"name": "registry_list_repository_tags",
"table_name": "tag",
"endpoint": {
"data_selector": "tags",
"path": "/v2/registry/{registry_name}/{repository_name}/tags",
"params": {
"registry_name": "FILL_ME_IN", # TODO: fill in required path parameter
"repository_name": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To list all of your tags, you can send a GET request to `/v2/tags`.
{
"name": "tags_list",
"table_name": "tag",
"endpoint": {
"data_selector": "tags",
"path": "/v2/tags",
"params": {
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To retrieve an individual tag, you can send a `GET` request to `/v2/tags/$TAG_NAME`.
{
"name": "tags_get",
"table_name": "tag",
"endpoint": {
"data_selector": "tag",
"path": "/v2/tags/{tag_id}",
"params": {
"tag_id": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# List all app tiers.
{
"name": "apps_list_tiers",
"table_name": "tier",
"endpoint": {
"data_selector": "tiers",
"path": "/v2/apps/tiers",
}
},
# Retrieve information about a specific app tier.
{
"name": "apps_get_tier",
"table_name": "tier",
"primary_key": "slug",
"write_disposition": "merge",
"endpoint": {
"data_selector": "tier",
"path": "/v2/apps/tiers/{slug}",
"params": {
"slug": {
"type": "resolve",
"resource": "apps_list_tiers",
"field": "slug",
},
},
}
},
# Returns a list of triggers associated with the current user and namespace. To get all triggers, send a GET request to `/v2/functions/namespaces/$NAMESPACE_ID/triggers`.
{
"name": "functions_list_triggers",
"table_name": "trigger",
"endpoint": {
"data_selector": "triggers",
"path": "/v2/functions/namespaces/{namespace_id}/triggers",
"params": {
"namespace_id": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# Gets the trigger details. To get the trigger details, send a GET request to `/v2/functions/namespaces/$NAMESPACE_ID/triggers/$TRIGGER_NAME`.
{
"name": "functions_get_trigger",
"table_name": "trigger",
"endpoint": {
"data_selector": "trigger",
"path": "/v2/functions/namespaces/{namespace_id}/triggers/{trigger_name}",
"params": {
"namespace_id": "FILL_ME_IN", # TODO: fill in required path parameter
"trigger_name": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To determine whether a cluster can be upgraded, and the versions to which it can be upgraded, send a GET request to `/v2/kubernetes/clusters/$K8S_CLUSTER_ID/upgrades`.
{
"name": "kubernetes_get_available_upgrades",
"table_name": "upgrade",
"endpoint": {
"data_selector": "available_upgrade_versions",
"path": "/v2/kubernetes/clusters/{cluster_id}/upgrades",
"params": {
"cluster_id": {
"type": "resolve",
"resource": "kubernetes_list_clusters",
"field": "id",
},
},
}
},
# To list all of the users for your database cluster, send a GET request to `/v2/databases/$DATABASE_ID/users`. Note: User management is not supported for Redis clusters. The result will be a JSON object with a `users` key. This will be set to an array of database user objects, each of which will contain the standard database user attributes. For MySQL clusters, additional options will be contained in the mysql_settings object.
{
"name": "databases_list_users",
"table_name": "user",
"endpoint": {
"data_selector": "$",
"path": "/v2/databases/{database_cluster_uuid}/users",
"params": {
"database_cluster_uuid": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To show information about an existing database user, send a GET request to `/v2/databases/$DATABASE_ID/users/$USERNAME`. Note: User management is not supported for Redis clusters. The response will be a JSON object with a `user` key. This will be set to an object containing the standard database user attributes. For MySQL clusters, additional options will be contained in the mysql_settings object.
{
"name": "databases_get_user",
"table_name": "user",
"endpoint": {
"data_selector": "user",
"path": "/v2/databases/{database_cluster_uuid}/users/{username}",
"params": {
"database_cluster_uuid": "FILL_ME_IN", # TODO: fill in required path parameter
"username": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
# To show information the user associated with a Kubernetes cluster, send a GET request to `/v2/kubernetes/clusters/$K8S_CLUSTER_ID/user`.
{
"name": "kubernetes_get_cluster_user",
"table_name": "user",
"endpoint": {
"data_selector": "kubernetes_cluster_user.groups",
"path": "/v2/kubernetes/clusters/{cluster_id}/user",
"params": {
"cluster_id": {
"type": "resolve",
"resource": "kubernetes_list_clusters",
"field": "id",
},
},
}
},
# To list all of the block storage volumes available on your account, send a GET request to `/v2/volumes`. ## Filtering Results ### By Region The `region` may be provided as query parameter in order to restrict results to volumes available in a specific region. For example: `/v2/volumes?region=nyc1` ### By Name It is also possible to list volumes on your account that match a specified name. To do so, send a GET request with the volume's name as a query parameter to `/v2/volumes?name=$VOLUME_NAME`. **Note:** You can only create one volume per region with the same name. ### By Name and Region It is also possible to retrieve information about a block storage volume by name. To do so, send a GET request with the volume's name and the region slug for the region it is located in as query parameters to `/v2/volumes?name=$VOLUME_NAME®ion=nyc1`.
{
"name": "volumes_list",
"table_name": "volume",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "volumes",
"path": "/v2/volumes",
"params": {
# the parameters below can optionally be configured
# "name": "OPTIONAL_CONFIG",
# "region": "OPTIONAL_CONFIG",
# "per_page": "20",
},
}
},
# To show information about a block storage volume, send a GET request to `/v2/volumes/$VOLUME_ID`.
{
"name": "volumes_get",
"table_name": "volume",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "volume",
"path": "/v2/volumes/{volume_id}",
"params": {
"volume_id": {
"type": "resolve",
"resource": "volumes_list",
"field": "id",
},
},
}
},
# To list all of the VPCs on your account, send a GET request to `/v2/vpcs`.
{
"name": "vpcs_list",
"table_name": "vpc",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "vpcs",
"path": "/v2/vpcs",
"params": {
# the parameters below can optionally be configured
# "per_page": "20",
},
}
},
# To show information about an existing VPC, send a GET request to `/v2/vpcs/$VPC_ID`.
{
"name": "vpcs_get",
"table_name": "vpc",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "vpc",
"path": "/v2/vpcs/{vpc_id}",
"params": {
"vpc_id": {
"type": "resolve",
"resource": "vpcs_list",
"field": "id",
},
},
}
},
]
}
return rest_api_source(source_config)
2. Configuring your source and destination credentials
info
dlt-init-openapi will try to detect which authentication mechanism (if any) is used by the API in question and add a placeholder in your secrets.toml.
The dlt cli will have created a .dlt directory in your project folder. This directory contains a config.toml file and a secrets.toml file that you can use to configure your pipeline. The automatically created version of these files look like this:
generated config.toml
[runtime]
log_level="INFO"
[sources.digitalocean]
# Base URL for the API
# production
base_url = "https://api.digitalocean.com"
generated secrets.toml
[sources.digitalocean]
# secrets for your digitalocean source
token = "FILL ME OUT" # TODO: fill in your credentials
2.1. Adjust the generated code to your usecase
Further help setting up your source and destinations
At this time, the dlt-init-openapi cli tool will always create pipelines that load to a local duckdb instance. Switching to a different destination is trivial, all you need to do is change the destination parameter in digitalocean_pipeline.py to filesystem and supply the credentials as outlined in the destination doc linked below.
The default filesystem destination is configured to connect to AWS S3. To load to Azure Cloud Storage, update the [destination.filesystem.credentials] section in your secrets.toml.
[destination.filesystem.credentials]
azure_storage_account_name="Please set me up!"
azure_storage_account_key="Please set me up!"
By default, the filesystem destination will store your files as JSONL. You can tell your pipeline to choose a different format with the loader_file_format property that you can set directly on the pipeline or via your config.toml. Available values are jsonl, parquet and csv:
[pipeline] # in ./dlt/config.toml
loader_file_format="parquet"
3. Running your pipeline for the first time
The dlt cli has also created a main pipeline script for you at digitalocean_pipeline.py, as well as a folder digitalocean that contains additional python files for your source. These files are your local copies which you can modify to fit your needs. In some cases you may find that you only need to do small changes to your pipelines or add some configurations, in other cases these files can serve as a working starting point for your code, but will need to be adjusted to do what you need them to do.
The main pipeline script will look something like this:
import dlt
from digitalocean import digitalocean_source
if __name__ == "__main__":
pipeline = dlt.pipeline(
pipeline_name="digitalocean_pipeline",
destination='duckdb',
dataset_name="digitalocean_data",
progress="log",
export_schema_path="schemas/export"
)
source = digitalocean_source()
info = pipeline.run(source)
print(info)
Provided you have set up your credentials, you can run your pipeline like a regular python script with the following command:
python digitalocean_pipeline.py
4. Inspecting your load result
You can now inspect the state of your pipeline with the dlt cli:
dlt pipeline digitalocean_pipeline info
You can also use streamlit to inspect the contents of your Azure Cloud Storage destination for this:
# install streamlit
pip install streamlit
# run the streamlit app for your pipeline with the dlt cli:
dlt pipeline digitalocean_pipeline show
5. Next steps to get your pipeline running in production
One of the beauties of dlt is, that we are just a plain Python library, so you can run your pipeline in any environment that supports Python >= 3.8. We have a couple of helpers and guides in our docs to get you there:
The Deploy section will show you how to deploy your pipeline to
- Deploy with GitHub Actions: Automate your pipeline deployment using GitHub Actions. Follow the detailed guide to set up and schedule your deployments. Learn more
- Deploy with Airflow and Google Composer: Use Airflow or Google Composer to manage and schedule your pipeline deployments. This guide walks you through the steps to get started. Learn more
- Deploy with Google Cloud Functions: Leverage Google Cloud Functions for serverless deployment of your pipelines. This guide provides a step-by-step approach. Learn more
- Explore Other Deployment Options: Discover various other methods to deploy your
dltpipelines, including detailed walkthroughs for different environments and use cases. Learn more
The running in production section will teach you about:
- How to Monitor your pipeline: Learn how to effectively monitor your
dltpipeline to ensure smooth operation and quickly identify any issues. How to Monitor your pipeline - Set up alerts: Configure alerts to receive notifications about your
dltpipeline's status and performance, helping you to stay informed and react promptly to any problems. Set up alerts - And set up tracing: Implement tracing to gain detailed insights into the execution of your
dltpipeline, including timing information and configuration details. And set up tracing
Available Sources and Resources
For this verified source the following sources and resources are available
Source DigitalOcean
DigitalOcean source provides billing, system metrics, configurations, and various resource management data.
| Resource Name | Write Disposition | Description |
|---|---|---|
invoice | append | Billing invoices for services used. |
memory_free | append | Free memory available on a Droplet. |
option | append | Configuration options available for services. |
filesystem_size | append | Total size of the filesystem on a Droplet. |
online_migration | append | Data related to online migrations of resources. |
node_pool | append | Group of nodes within a Kubernetes cluster. |
subscription | append | Subscription details for services. |
billing_history | append | Historical billing data. |
docker_credential | append | Credentials for Docker registry access. |
domain | append | Domain names managed through DigitalOcean. |
statu | append | Status information for various resources. |
log | append | Logs from various services and resources. |
default | append | Default configurations and settings. |
repository | append | Repositories for storing container images. |
load_balancer | append | Load balancers for distributing traffic. |
record | append | DNS records for domains. |
droplet_neighbors_id | append | IDs of neighboring Droplets. |
load_5 | append | System load average over the last 5 minutes. |
sql_mode | append | SQL modes configured for managed databases. |
check | append | Health checks for services. |
bandwidth | append | Bandwidth usage data. |
load_15 | append | System load average over the last 15 minutes. |
1_click | append | One-click applications available for deployment. |
user | append | User accounts and permissions. |
databasis | append | Managed databases information. |
cluster | append | Kubernetes clusters managed by DigitalOcean. |
replica | append | Replicas of databases or other resources. |
backup | append | Backup data for resources. |
geographical_information_about_an_app_origin | append | Geographical data about application origins. |
reserved_ip | append | Reserved IP addresses. |
state | append | State information of various resources. |
instance_size | append | Sizes of instances available for deployment. |
app | append | Applications deployed on DigitalOcean. |
registry | append | Container registries. |
region | append | Regions where resources are deployed. |
neighbor | append | Neighboring resources information. |
account | append | Account details and settings. |
memory_available | append | Available memory on a Droplet. |
size | append | Sizes of various resources. |
kernel | append | Kernel versions and configurations. |
load_1 | append | System load average over the last 1 minute. |
summary | append | Summary of resource usage and configurations. |
balance | append | Account balance and billing information. |
repositories_v2 | append | Second version of container image repositories. |
garbage_collection | append | Data related to garbage collection processes. |
vpc | append | Virtual Private Cloud configurations. |
project | append | Projects managed on DigitalOcean. |
kubeconfig | append | Kubernetes configuration files. |
an_app_deployment | append | Deployments of applications. |
action | append | Actions performed on resources. |
clusterlint | append | Linting results for Kubernetes clusters. |
memory_total | append | Total memory available on a Droplet. |
upgrade | append | Upgrade information for resources. |
digest | append | Digests of various data points. |
filesystem_free | append | Free space available on the filesystem. |
pdf | append | PDF documents related to services. |
cpu | append | CPU usage data. |
firewall | append | Firewall configurations. |
floating_ip | append | Floating IP addresses. |
volume | append | Volumes for storage. |
member | append | Team members and their roles. |
bandwidth_daily | append | Daily bandwidth usage data. |
memory_cached | append | Cached memory on a Droplet. |
eviction_policy | append | Eviction policies for managed databases. |
resource | append | General resource information. |
trigger | append | Triggers for automated tasks. |
alert | append | Alert configurations and notifications. |
config | append | Configuration settings for resources. |
droplet | append | Virtual machines (Droplets) managed by DigitalOcean. |
pool | append | Resource pools for managing groups of resources. |
key | append | SSH keys for accessing Droplets. |
tier | append | Tiers of service plans. |
csv | append | CSV files related to services. |
image | append | Images for Droplets. |
destroy_with_associated_resource | append | Data related to resource destruction along with associated resources. |
tag | append | Tags for organizing resources. |
endpoint | append | API endpoints for accessing services. |
db | append | Database instances managed by DigitalOcean. |
snapshot | append | Snapshots of Droplets or volumes. |
credential | append | Credentials for accessing various services. |
certificate | append | SSL certificates for securing connections. |
ca | append | Certificate authorities for SSL certificates. |
namespace | append | Namespaces for organizing resources within Kubernetes clusters. |
Additional pipeline guides
- Load data from Fivetran to Snowflake in python with dlt
- Load data from Qualtrics to PostgreSQL in python with dlt
- Load data from Klarna to Redshift in python with dlt
- Load data from Spotify to Timescale in python with dlt
- Load data from MySQL to Timescale in python with dlt
- Load data from Spotify to Databricks in python with dlt
- Load data from MongoDB to DuckDB in python with dlt
- Load data from Soundcloud to Azure Cosmos DB in python with dlt
- Load data from MongoDB to CockroachDB in python with dlt
- Load data from AWS S3 to MotherDuck in python with dlt