Loading Data from Apple App-Store Connect
to The Local Filesystem
in Python
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Apple App-Store Connect
allows you to monitor your app's sales and downloads, reply to reviews, receive notifications of new reviews, and more. This documentation covers how to load data from Apple App-Store Connect
to The Local Filesystem
using the open-source Python library dlt
. The Local Filesystem
destination stores data in a local folder, enabling easy creation of data lakes. You can store data in formats such as JSONL, Parquet, or CSV. For further information on Apple App-Store Connect
, visit here.
dlt
Key Features
- Authentication Types: Snowflake destination supports multiple authentication methods including password, key pair, and external authentication. Learn more about Snowflake Authentication.
- Governance Support:
dlt
pipelines offer robust governance through pipeline metadata, schema enforcement, and schema change alerts. Read more about Governance Support. - Databricks Integration: Install and set up
dlt
with Databricks to leverage its capabilities. Follow the Databricks Setup Guide. - Filesystem Destination: Store data in remote file systems and bucket storages like S3, Google Storage, or Azure Blob Storage. Learn more about Filesystem Destination.
- TOML and Environment Variables:
dlt
supports configuration via TOML files and environment variables, making it flexible for different deployment scenarios. Understand more about Config Providers.
Getting started with your pipeline locally
dlt-init-openapi
0. 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 apple_app_store_connect --url https://api.apis.guru/v2/specs/apple.com/app-store-connect/1.4.1/openapi.yaml --global-limit 2
cd apple_app_store_connect_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:
apple_app_store_connect_pipeline/
├── .dlt/
│ ├── config.toml # configs for your pipeline
│ └── secrets.toml # secrets for your pipeline
├── rest_api/ # The rest api verified source
│ └── ...
├── apple_app_store_connect/
│ └── __init__.py # TODO: possibly tweak this file
├── apple_app_store_connect_pipeline.py # your main pipeline script
├── requirements.txt # dependencies for your pipeline
└── .gitignore # ignore files for git (not required)
1.1. Tweak apple_app_store_connect/__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 apple_app_store_connect source will look like this:
Click to view full file (2564 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="apple_app_store_connect_source", max_table_nesting=2)
def apple_app_store_connect_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":
"json_response",
"next_url_path":
"links.next",
},
},
"resources":
[
{
"name": "app_infos_age_rating_declaration_get_to_one_related",
"table_name": "age_rating_declaration_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/appInfos/{id}/ageRatingDeclaration",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[ageRatingDeclarations]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_store_versions_age_rating_declaration_get_to_one_related",
"table_name": "age_rating_declaration_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/appStoreVersions/{id}/ageRatingDeclaration",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[ageRatingDeclarations]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_encryption_declarations_app_get_to_one_related",
"table_name": "app",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/appEncryptionDeclarations/{id}/app",
"params": {
"id": {
"type": "resolve",
"resource": "app_encryption_declarations_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[apps]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "apps_get_collection",
"table_name": "app",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/apps",
}
},
{
"name": "apps_beta_app_review_detail_get_to_one_related",
"table_name": "app",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/apps/{id}/betaAppReviewDetail",
"params": {
"id": {
"type": "resolve",
"resource": "apps_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[betaAppReviewDetails]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "apps_beta_license_agreement_get_to_one_related",
"table_name": "app",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/apps/{id}/betaLicenseAgreement",
"params": {
"id": {
"type": "resolve",
"resource": "apps_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[betaLicenseAgreements]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "beta_app_localizations_app_get_to_one_related",
"table_name": "app",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/betaAppLocalizations/{id}/app",
"params": {
"id": {
"type": "resolve",
"resource": "beta_app_localizations_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[apps]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "beta_app_review_details_app_get_to_one_related",
"table_name": "app",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/betaAppReviewDetails/{id}/app",
"params": {
"id": {
"type": "resolve",
"resource": "beta_app_review_details_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[apps]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "beta_groups_app_get_to_one_related",
"table_name": "app",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/betaGroups/{id}/app",
"params": {
"id": {
"type": "resolve",
"resource": "beta_groups_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[apps]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "beta_license_agreements_app_get_to_one_related",
"table_name": "app",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/betaLicenseAgreements/{id}/app",
"params": {
"id": {
"type": "resolve",
"resource": "beta_license_agreements_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[apps]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "beta_testers_apps_get_to_many_related",
"table_name": "app",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/betaTesters/{id}/apps",
"params": {
"id": {
"type": "resolve",
"resource": "beta_testers_get_collection",
"field": "id",
},
},
}
},
{
"name": "beta_testers_apps_get_to_many_relationship",
"table_name": "app",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/betaTesters/{id}/relationships/apps",
"params": {
"id": {
"type": "resolve",
"resource": "beta_testers_get_collection",
"field": "id",
},
},
}
},
{
"name": "builds_app_get_to_one_related",
"table_name": "app",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/builds/{id}/app",
"params": {
"id": {
"type": "resolve",
"resource": "builds_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[apps]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "builds_app_encryption_declaration_get_to_one_related",
"table_name": "app",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/builds/{id}/appEncryptionDeclaration",
"params": {
"id": {
"type": "resolve",
"resource": "builds_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[appEncryptionDeclarations]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "bundle_ids_app_get_to_one_related",
"table_name": "app",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/bundleIds/{id}/app",
"params": {
"id": {
"type": "resolve",
"resource": "bundle_ids_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[apps]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "pre_release_versions_app_get_to_one_related",
"table_name": "app",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/preReleaseVersions/{id}/app",
"params": {
"id": {
"type": "resolve",
"resource": "pre_release_versions_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[apps]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "user_invitations_visible_apps_get_to_many_related",
"table_name": "app",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/userInvitations/{id}/visibleApps",
"params": {
"id": {
"type": "resolve",
"resource": "user_invitations_get_collection",
"field": "id",
},
},
}
},
{
"name": "users_visible_apps_get_to_many_related",
"table_name": "app",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/users/{id}/visibleApps",
"params": {
"id": {
"type": "resolve",
"resource": "users_get_collection",
"field": "id",
},
},
}
},
{
"name": "app_categories_get_collection",
"table_name": "app_category",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/appCategories",
}
},
{
"name": "app_categories_subcategories_get_to_many_related",
"table_name": "app_category",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/appCategories/{id}/subcategories",
"params": {
"id": {
"type": "resolve",
"resource": "app_categories_get_collection",
"field": "id",
},
},
}
},
{
"name": "app_categories_get_instance",
"table_name": "app_category_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/appCategories/{id}",
"params": {
"id": {
"type": "resolve",
"resource": "app_categories_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[appCategories]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "limit[subcategories]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_encryption_declarations_get_collection",
"table_name": "app_encryption_declaration",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/appEncryptionDeclarations",
}
},
{
"name": "app_encryption_declarations_get_instance",
"table_name": "app_encryption_declaration_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/appEncryptionDeclarations/{id}",
"params": {
"id": {
"type": "resolve",
"resource": "app_encryption_declarations_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[appEncryptionDeclarations]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "fields[apps]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "apps_app_infos_get_to_many_related",
"table_name": "app_info",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/apps/{id}/appInfos",
"params": {
"id": {
"type": "resolve",
"resource": "apps_get_collection",
"field": "id",
},
},
}
},
{
"name": "app_infos_app_info_localizations_get_to_many_related",
"table_name": "app_info_localization",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/appInfos/{id}/appInfoLocalizations",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
{
"name": "app_info_localizations_get_instance",
"table_name": "app_info_localization_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/appInfoLocalizations/{id}",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[appInfoLocalizations]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_infos_get_instance",
"table_name": "app_info_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/appInfos/{id}",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[appInfos]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "fields[ageRatingDeclarations]": "OPTIONAL_CONFIG",
# "fields[appCategories]": "OPTIONAL_CONFIG",
# "fields[appInfoLocalizations]": "OPTIONAL_CONFIG",
# "limit[appInfoLocalizations]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_pre_orders_get_instance",
"table_name": "app_pre_order_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/appPreOrders/{id}",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[appPreOrders]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
},
}
},
{
"name": "apps_pre_order_get_to_one_related",
"table_name": "app_pre_order_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/apps/{id}/preOrder",
"params": {
"id": {
"type": "resolve",
"resource": "apps_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[appPreOrders]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_preview_sets_app_previews_get_to_many_related",
"table_name": "app_preview",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/appPreviewSets/{id}/appPreviews",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
{
"name": "app_preview_sets_app_previews_get_to_many_relationship",
"table_name": "app_preview",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/appPreviewSets/{id}/relationships/appPreviews",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
{
"name": "app_previews_get_instance",
"table_name": "app_preview_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/appPreviews/{id}",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[appPreviews]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_store_version_localizations_app_preview_sets_get_to_many_related",
"table_name": "app_preview_set",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/appStoreVersionLocalizations/{id}/appPreviewSets",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
{
"name": "app_preview_sets_get_instance",
"table_name": "app_preview_set_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/appPreviewSets/{id}",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[appPreviewSets]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "fields[appPreviews]": "OPTIONAL_CONFIG",
# "limit[appPreviews]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "apps_prices_get_to_many_related",
"table_name": "app_price",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/apps/{id}/prices",
"params": {
"id": {
"type": "resolve",
"resource": "apps_get_collection",
"field": "id",
},
},
}
},
{
"name": "app_price_points_get_collection",
"table_name": "app_price_point",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/appPricePoints",
}
},
{
"name": "app_price_tiers_price_points_get_to_many_related",
"table_name": "app_price_point",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/appPriceTiers/{id}/pricePoints",
"params": {
"id": {
"type": "resolve",
"resource": "app_price_tiers_get_collection",
"field": "id",
},
},
}
},
{
"name": "app_price_points_get_instance",
"table_name": "app_price_point_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/appPricePoints/{id}",
"params": {
"id": {
"type": "resolve",
"resource": "app_price_points_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[appPricePoints]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "fields[territories]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_prices_get_instance",
"table_name": "app_price_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/appPrices/{id}",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[appPrices]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_price_tiers_get_collection",
"table_name": "app_price_tier",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/appPriceTiers",
}
},
{
"name": "app_price_tiers_get_instance",
"table_name": "app_price_tier_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/appPriceTiers/{id}",
"params": {
"id": {
"type": "resolve",
"resource": "app_price_tiers_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[appPriceTiers]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "fields[appPricePoints]": "OPTIONAL_CONFIG",
# "limit[pricePoints]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "apps_get_instance",
"table_name": "app_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/apps/{id}",
"params": {
"id": {
"type": "resolve",
"resource": "apps_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[apps]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "fields[betaGroups]": "OPTIONAL_CONFIG",
# "fields[perfPowerMetrics]": "OPTIONAL_CONFIG",
# "fields[appInfos]": "OPTIONAL_CONFIG",
# "fields[appPreOrders]": "OPTIONAL_CONFIG",
# "fields[preReleaseVersions]": "OPTIONAL_CONFIG",
# "fields[appPrices]": "OPTIONAL_CONFIG",
# "fields[inAppPurchases]": "OPTIONAL_CONFIG",
# "fields[betaAppReviewDetails]": "OPTIONAL_CONFIG",
# "fields[territories]": "OPTIONAL_CONFIG",
# "fields[gameCenterEnabledVersions]": "OPTIONAL_CONFIG",
# "fields[appStoreVersions]": "OPTIONAL_CONFIG",
# "fields[builds]": "OPTIONAL_CONFIG",
# "fields[betaAppLocalizations]": "OPTIONAL_CONFIG",
# "fields[betaLicenseAgreements]": "OPTIONAL_CONFIG",
# "fields[endUserLicenseAgreements]": "OPTIONAL_CONFIG",
# "limit[appInfos]": "OPTIONAL_CONFIG",
# "limit[appStoreVersions]": "OPTIONAL_CONFIG",
# "limit[availableTerritories]": "OPTIONAL_CONFIG",
# "limit[betaAppLocalizations]": "OPTIONAL_CONFIG",
# "limit[betaGroups]": "OPTIONAL_CONFIG",
# "limit[builds]": "OPTIONAL_CONFIG",
# "limit[gameCenterEnabledVersions]": "OPTIONAL_CONFIG",
# "limit[inAppPurchases]": "OPTIONAL_CONFIG",
# "limit[preReleaseVersions]": "OPTIONAL_CONFIG",
# "limit[prices]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_screenshot_sets_app_screenshots_get_to_many_related",
"table_name": "app_screenshot",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/appScreenshotSets/{id}/appScreenshots",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
{
"name": "app_screenshot_sets_app_screenshots_get_to_many_relationship",
"table_name": "app_screenshot",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/appScreenshotSets/{id}/relationships/appScreenshots",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
{
"name": "app_screenshots_get_instance",
"table_name": "app_screenshot_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/appScreenshots/{id}",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[appScreenshots]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_store_version_localizations_app_screenshot_sets_get_to_many_related",
"table_name": "app_screenshot_set",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/appStoreVersionLocalizations/{id}/appScreenshotSets",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
{
"name": "app_screenshot_sets_get_instance",
"table_name": "app_screenshot_set_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/appScreenshotSets/{id}",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[appScreenshotSets]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "fields[appScreenshots]": "OPTIONAL_CONFIG",
# "limit[appScreenshots]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_store_review_details_app_store_review_attachments_get_to_many_related",
"table_name": "app_store_review_attachment",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/appStoreReviewDetails/{id}/appStoreReviewAttachments",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
{
"name": "app_store_versions_app_store_review_detail_get_to_one_related",
"table_name": "app_store_review_attachment",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/appStoreVersions/{id}/appStoreReviewDetail",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[appStoreReviewDetails]": "OPTIONAL_CONFIG",
# "fields[appStoreVersions]": "OPTIONAL_CONFIG",
# "fields[appStoreReviewAttachments]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_store_review_attachments_get_instance",
"table_name": "app_store_review_attachment_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/appStoreReviewAttachments/{id}",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[appStoreReviewAttachments]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_store_review_details_get_instance",
"table_name": "app_store_review_detail_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/appStoreReviewDetails/{id}",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[appStoreReviewDetails]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "fields[appStoreReviewAttachments]": "OPTIONAL_CONFIG",
# "limit[appStoreReviewAttachments]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "apps_app_store_versions_get_to_many_related",
"table_name": "app_store_version",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/apps/{id}/appStoreVersions",
"params": {
"id": {
"type": "resolve",
"resource": "apps_get_collection",
"field": "id",
},
},
}
},
{
"name": "builds_app_store_version_get_to_one_related",
"table_name": "app_store_version",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/builds/{id}/appStoreVersion",
"params": {
"id": {
"type": "resolve",
"resource": "builds_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[appStoreVersions]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_store_versions_build_get_to_one_relationship",
"table_name": "app_store_version_build_linkage_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/appStoreVersions/{id}/relationships/build",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
{
"name": "app_store_versions_app_store_version_localizations_get_to_many_related",
"table_name": "app_store_version_localization",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/appStoreVersions/{id}/appStoreVersionLocalizations",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
{
"name": "app_store_version_localizations_get_instance",
"table_name": "app_store_version_localization_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/appStoreVersionLocalizations/{id}",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[appStoreVersionLocalizations]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "fields[appScreenshotSets]": "OPTIONAL_CONFIG",
# "fields[appPreviewSets]": "OPTIONAL_CONFIG",
# "limit[appPreviewSets]": "OPTIONAL_CONFIG",
# "limit[appScreenshotSets]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_store_versions_app_store_version_phased_release_get_to_one_related",
"table_name": "app_store_version_phased_release_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/appStoreVersions/{id}/appStoreVersionPhasedRelease",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[appStoreVersionPhasedReleases]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_store_versions_get_instance",
"table_name": "app_store_version_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/appStoreVersions/{id}",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[appStoreVersions]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "fields[appStoreVersionLocalizations]": "OPTIONAL_CONFIG",
# "fields[idfaDeclarations]": "OPTIONAL_CONFIG",
# "fields[routingAppCoverages]": "OPTIONAL_CONFIG",
# "fields[appStoreVersionPhasedReleases]": "OPTIONAL_CONFIG",
# "fields[ageRatingDeclarations]": "OPTIONAL_CONFIG",
# "fields[appStoreReviewDetails]": "OPTIONAL_CONFIG",
# "fields[builds]": "OPTIONAL_CONFIG",
# "fields[appStoreVersionSubmissions]": "OPTIONAL_CONFIG",
# "limit[appStoreVersionLocalizations]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_store_versions_app_store_version_submission_get_to_one_related",
"table_name": "app_store_version_submission_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/appStoreVersions/{id}/appStoreVersionSubmission",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[appStoreVersions]": "OPTIONAL_CONFIG",
# "fields[appStoreVersionSubmissions]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
},
}
},
{
"name": "apps_beta_app_localizations_get_to_many_related",
"table_name": "beta_app_localization",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/apps/{id}/betaAppLocalizations",
"params": {
"id": {
"type": "resolve",
"resource": "apps_get_collection",
"field": "id",
},
},
}
},
{
"name": "beta_app_localizations_get_collection",
"table_name": "beta_app_localization",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/betaAppLocalizations",
}
},
{
"name": "beta_app_localizations_get_instance",
"table_name": "beta_app_localization_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/betaAppLocalizations/{id}",
"params": {
"id": {
"type": "resolve",
"resource": "beta_app_localizations_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[betaAppLocalizations]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "fields[apps]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "beta_app_review_details_get_collection",
"table_name": "beta_app_review_detail",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/betaAppReviewDetails",
}
},
{
"name": "beta_app_review_details_get_instance",
"table_name": "beta_app_review_detail_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/betaAppReviewDetails/{id}",
"params": {
"id": {
"type": "resolve",
"resource": "beta_app_review_details_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[betaAppReviewDetails]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "fields[apps]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "beta_app_review_submissions_get_collection",
"table_name": "beta_app_review_submission",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/betaAppReviewSubmissions",
}
},
{
"name": "beta_app_review_submissions_get_instance",
"table_name": "beta_app_review_submission_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/betaAppReviewSubmissions/{id}",
"params": {
"id": {
"type": "resolve",
"resource": "beta_app_review_submissions_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[betaAppReviewSubmissions]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "fields[builds]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "beta_build_localizations_get_collection",
"table_name": "beta_build_localization",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/betaBuildLocalizations",
}
},
{
"name": "builds_beta_build_localizations_get_to_many_related",
"table_name": "beta_build_localization",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/builds/{id}/betaBuildLocalizations",
"params": {
"id": {
"type": "resolve",
"resource": "builds_get_collection",
"field": "id",
},
},
}
},
{
"name": "beta_build_localizations_get_instance",
"table_name": "beta_build_localization_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/betaBuildLocalizations/{id}",
"params": {
"id": {
"type": "resolve",
"resource": "beta_build_localizations_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[betaBuildLocalizations]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "fields[builds]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "apps_beta_groups_get_to_many_related",
"table_name": "beta_group",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/apps/{id}/betaGroups",
"params": {
"id": {
"type": "resolve",
"resource": "apps_get_collection",
"field": "id",
},
},
}
},
{
"name": "beta_groups_get_collection",
"table_name": "beta_group",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/betaGroups",
}
},
{
"name": "beta_testers_beta_groups_get_to_many_related",
"table_name": "beta_group",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/betaTesters/{id}/betaGroups",
"params": {
"id": {
"type": "resolve",
"resource": "beta_testers_get_collection",
"field": "id",
},
},
}
},
{
"name": "beta_testers_beta_groups_get_to_many_relationship",
"table_name": "beta_group",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/betaTesters/{id}/relationships/betaGroups",
"params": {
"id": {
"type": "resolve",
"resource": "beta_testers_get_collection",
"field": "id",
},
},
}
},
{
"name": "beta_groups_get_instance",
"table_name": "beta_group_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/betaGroups/{id}",
"params": {
"id": {
"type": "resolve",
"resource": "beta_groups_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[betaGroups]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "fields[builds]": "OPTIONAL_CONFIG",
# "fields[betaTesters]": "OPTIONAL_CONFIG",
# "fields[apps]": "OPTIONAL_CONFIG",
# "limit[betaTesters]": "OPTIONAL_CONFIG",
# "limit[builds]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "beta_license_agreements_get_collection",
"table_name": "beta_license_agreement",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/betaLicenseAgreements",
}
},
{
"name": "beta_license_agreements_get_instance",
"table_name": "beta_license_agreement_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/betaLicenseAgreements/{id}",
"params": {
"id": {
"type": "resolve",
"resource": "beta_license_agreements_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[betaLicenseAgreements]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "fields[apps]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "beta_groups_beta_testers_get_to_many_related",
"table_name": "beta_tester",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/betaGroups/{id}/betaTesters",
"params": {
"id": {
"type": "resolve",
"resource": "beta_groups_get_collection",
"field": "id",
},
},
}
},
{
"name": "beta_groups_beta_testers_get_to_many_relationship",
"table_name": "beta_tester",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/betaGroups/{id}/relationships/betaTesters",
"params": {
"id": {
"type": "resolve",
"resource": "beta_groups_get_collection",
"field": "id",
},
},
}
},
{
"name": "beta_testers_get_collection",
"table_name": "beta_tester",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/betaTesters",
}
},
{
"name": "builds_individual_testers_get_to_many_related",
"table_name": "beta_tester",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/builds/{id}/individualTesters",
"params": {
"id": {
"type": "resolve",
"resource": "builds_get_collection",
"field": "id",
},
},
}
},
{
"name": "beta_testers_get_instance",
"table_name": "beta_tester_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/betaTesters/{id}",
"params": {
"id": {
"type": "resolve",
"resource": "beta_testers_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[betaTesters]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "fields[betaGroups]": "OPTIONAL_CONFIG",
# "fields[builds]": "OPTIONAL_CONFIG",
# "fields[apps]": "OPTIONAL_CONFIG",
# "limit[apps]": "OPTIONAL_CONFIG",
# "limit[betaGroups]": "OPTIONAL_CONFIG",
# "limit[builds]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_store_versions_build_get_to_one_related",
"table_name": "build",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/appStoreVersions/{id}/build",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[builds]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "apps_builds_get_to_many_related",
"table_name": "build",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/apps/{id}/builds",
"params": {
"id": {
"type": "resolve",
"resource": "apps_get_collection",
"field": "id",
},
},
}
},
{
"name": "beta_app_review_submissions_build_get_to_one_related",
"table_name": "build",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/betaAppReviewSubmissions/{id}/build",
"params": {
"id": {
"type": "resolve",
"resource": "beta_app_review_submissions_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[builds]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "beta_build_localizations_build_get_to_one_related",
"table_name": "build",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/betaBuildLocalizations/{id}/build",
"params": {
"id": {
"type": "resolve",
"resource": "beta_build_localizations_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[builds]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "beta_groups_builds_get_to_many_related",
"table_name": "build",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/betaGroups/{id}/builds",
"params": {
"id": {
"type": "resolve",
"resource": "beta_groups_get_collection",
"field": "id",
},
},
}
},
{
"name": "beta_groups_builds_get_to_many_relationship",
"table_name": "build",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/betaGroups/{id}/relationships/builds",
"params": {
"id": {
"type": "resolve",
"resource": "beta_groups_get_collection",
"field": "id",
},
},
}
},
{
"name": "beta_testers_builds_get_to_many_related",
"table_name": "build",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/betaTesters/{id}/builds",
"params": {
"id": {
"type": "resolve",
"resource": "beta_testers_get_collection",
"field": "id",
},
},
}
},
{
"name": "beta_testers_builds_get_to_many_relationship",
"table_name": "build",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/betaTesters/{id}/relationships/builds",
"params": {
"id": {
"type": "resolve",
"resource": "beta_testers_get_collection",
"field": "id",
},
},
}
},
{
"name": "build_beta_details_build_get_to_one_related",
"table_name": "build",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/buildBetaDetails/{id}/build",
"params": {
"id": {
"type": "resolve",
"resource": "build_beta_details_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[builds]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "builds_get_collection",
"table_name": "build",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/builds",
}
},
{
"name": "builds_beta_app_review_submission_get_to_one_related",
"table_name": "build",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/builds/{id}/betaAppReviewSubmission",
"params": {
"id": {
"type": "resolve",
"resource": "builds_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[betaAppReviewSubmissions]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "builds_build_beta_detail_get_to_one_related",
"table_name": "build",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/builds/{id}/buildBetaDetail",
"params": {
"id": {
"type": "resolve",
"resource": "builds_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[buildBetaDetails]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "pre_release_versions_builds_get_to_many_related",
"table_name": "build",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/preReleaseVersions/{id}/builds",
"params": {
"id": {
"type": "resolve",
"resource": "pre_release_versions_get_collection",
"field": "id",
},
},
}
},
{
"name": "builds_app_encryption_declaration_get_to_one_relationship",
"table_name": "build_app_encryption_declaration_linkage_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/builds/{id}/relationships/appEncryptionDeclaration",
"params": {
"id": {
"type": "resolve",
"resource": "builds_get_collection",
"field": "id",
},
},
}
},
{
"name": "build_beta_details_get_collection",
"table_name": "build_beta_detail",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/buildBetaDetails",
}
},
{
"name": "build_beta_details_get_instance",
"table_name": "build_beta_detail_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/buildBetaDetails/{id}",
"params": {
"id": {
"type": "resolve",
"resource": "build_beta_details_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[buildBetaDetails]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "fields[builds]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "builds_icons_get_to_many_related",
"table_name": "build_icon",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/builds/{id}/icons",
"params": {
"id": {
"type": "resolve",
"resource": "builds_get_collection",
"field": "id",
},
},
}
},
{
"name": "builds_get_instance",
"table_name": "build_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/builds/{id}",
"params": {
"id": {
"type": "resolve",
"resource": "builds_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[builds]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "fields[appEncryptionDeclarations]": "OPTIONAL_CONFIG",
# "fields[betaAppReviewSubmissions]": "OPTIONAL_CONFIG",
# "fields[buildBetaDetails]": "OPTIONAL_CONFIG",
# "fields[buildIcons]": "OPTIONAL_CONFIG",
# "fields[perfPowerMetrics]": "OPTIONAL_CONFIG",
# "fields[preReleaseVersions]": "OPTIONAL_CONFIG",
# "fields[appStoreVersions]": "OPTIONAL_CONFIG",
# "fields[diagnosticSignatures]": "OPTIONAL_CONFIG",
# "fields[betaTesters]": "OPTIONAL_CONFIG",
# "fields[betaBuildLocalizations]": "OPTIONAL_CONFIG",
# "fields[apps]": "OPTIONAL_CONFIG",
# "limit[betaBuildLocalizations]": "OPTIONAL_CONFIG",
# "limit[icons]": "OPTIONAL_CONFIG",
# "limit[individualTesters]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "bundle_ids_get_collection",
"table_name": "bundle_id",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/bundleIds",
}
},
{
"name": "profiles_bundle_id_get_to_one_related",
"table_name": "bundle_id",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/profiles/{id}/bundleId",
"params": {
"id": {
"type": "resolve",
"resource": "profiles_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[bundleIds]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "bundle_ids_bundle_id_capabilities_get_to_many_related",
"table_name": "bundle_id_capability",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/bundleIds/{id}/bundleIdCapabilities",
"params": {
"id": {
"type": "resolve",
"resource": "bundle_ids_get_collection",
"field": "id",
},
},
}
},
{
"name": "bundle_ids_get_instance",
"table_name": "bundle_id_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/bundleIds/{id}",
"params": {
"id": {
"type": "resolve",
"resource": "bundle_ids_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[bundleIds]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "fields[bundleIdCapabilities]": "OPTIONAL_CONFIG",
# "fields[profiles]": "OPTIONAL_CONFIG",
# "fields[apps]": "OPTIONAL_CONFIG",
# "limit[bundleIdCapabilities]": "OPTIONAL_CONFIG",
# "limit[profiles]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "certificates_get_collection",
"table_name": "certificate",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/certificates",
}
},
{
"name": "profiles_certificates_get_to_many_related",
"table_name": "certificate",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/profiles/{id}/certificates",
"params": {
"id": {
"type": "resolve",
"resource": "profiles_get_collection",
"field": "id",
},
},
}
},
{
"name": "certificates_get_instance",
"table_name": "certificate_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/certificates/{id}",
"params": {
"id": {
"type": "resolve",
"resource": "certificates_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[certificates]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "game_center_enabled_versions_compatible_versions_get_to_many_relationship",
"table_name": "compatible_version",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/gameCenterEnabledVersions/{id}/relationships/compatibleVersions",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
{
"name": "devices_get_collection",
"table_name": "device",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/devices",
}
},
{
"name": "profiles_devices_get_to_many_related",
"table_name": "device",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/profiles/{id}/devices",
"params": {
"id": {
"type": "resolve",
"resource": "profiles_get_collection",
"field": "id",
},
},
}
},
{
"name": "devices_get_instance",
"table_name": "device_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/devices/{id}",
"params": {
"id": {
"type": "resolve",
"resource": "devices_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[devices]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "diagnostic_signatures_logs_get_to_many_related",
"table_name": "diagnostic_log",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/diagnosticSignatures/{id}/logs",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
{
"name": "builds_diagnostic_signatures_get_to_many_related",
"table_name": "diagnostic_signature",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/builds/{id}/diagnosticSignatures",
"params": {
"id": {
"type": "resolve",
"resource": "builds_get_collection",
"field": "id",
},
},
}
},
{
"name": "end_user_license_agreements_get_instance",
"table_name": "end_user_license_agreement_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/endUserLicenseAgreements/{id}",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[endUserLicenseAgreements]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "fields[territories]": "OPTIONAL_CONFIG",
# "limit[territories]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "finance_reports_get_collection",
"table_name": "finance_report",
"endpoint": {
"path": "/v1/financeReports",
"params": {
"filter[regionCode]": "FILL_ME_IN", # TODO: fill in required query parameter
"filter[reportDate]": "FILL_ME_IN", # TODO: fill in required query parameter
"filter[reportType]": "FILL_ME_IN", # TODO: fill in required query parameter
"filter[vendorNumber]": "FILL_ME_IN", # TODO: fill in required query parameter
},
}
},
{
"name": "apps_game_center_enabled_versions_get_to_many_related",
"table_name": "game_center_enabled_version",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/apps/{id}/gameCenterEnabledVersions",
"params": {
"id": {
"type": "resolve",
"resource": "apps_get_collection",
"field": "id",
},
},
}
},
{
"name": "game_center_enabled_versions_compatible_versions_get_to_many_related",
"table_name": "game_center_enabled_version",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/gameCenterEnabledVersions/{id}/compatibleVersions",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
{
"name": "app_store_versions_idfa_declaration_get_to_one_related",
"table_name": "idfa_declaration_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/appStoreVersions/{id}/idfaDeclaration",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[idfaDeclarations]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "apps_in_app_purchases_get_to_many_related",
"table_name": "in_app_purchase",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/apps/{id}/inAppPurchases",
"params": {
"id": {
"type": "resolve",
"resource": "apps_get_collection",
"field": "id",
},
},
}
},
{
"name": "in_app_purchases_get_instance",
"table_name": "in_app_purchase_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/inAppPurchases/{id}",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[inAppPurchases]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "limit[apps]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "builds_individual_testers_get_to_many_relationship",
"table_name": "individual_tester",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/builds/{id}/relationships/individualTesters",
"params": {
"id": {
"type": "resolve",
"resource": "builds_get_collection",
"field": "id",
},
},
}
},
{
"name": "app_categories_parent_get_to_one_related",
"table_name": "parent",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/appCategories/{id}/parent",
"params": {
"id": {
"type": "resolve",
"resource": "app_categories_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[appCategories]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "apps_perf_power_metrics_get_to_many_related",
"table_name": "perf_power_metric",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/apps/{id}/perfPowerMetrics",
"params": {
"id": {
"type": "resolve",
"resource": "apps_get_collection",
"field": "id",
},
},
}
},
{
"name": "builds_perf_power_metrics_get_to_many_related",
"table_name": "perf_power_metric",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/builds/{id}/perfPowerMetrics",
"params": {
"id": {
"type": "resolve",
"resource": "builds_get_collection",
"field": "id",
},
},
}
},
{
"name": "builds_pre_release_version_get_to_one_related",
"table_name": "pre_release_version",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/builds/{id}/preReleaseVersion",
"params": {
"id": {
"type": "resolve",
"resource": "builds_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[preReleaseVersions]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "apps_pre_release_versions_get_to_many_related",
"table_name": "prerelease_version",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/apps/{id}/preReleaseVersions",
"params": {
"id": {
"type": "resolve",
"resource": "apps_get_collection",
"field": "id",
},
},
}
},
{
"name": "pre_release_versions_get_collection",
"table_name": "prerelease_version",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/preReleaseVersions",
}
},
{
"name": "pre_release_versions_get_instance",
"table_name": "prerelease_version_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/preReleaseVersions/{id}",
"params": {
"id": {
"type": "resolve",
"resource": "pre_release_versions_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[preReleaseVersions]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "fields[builds]": "OPTIONAL_CONFIG",
# "fields[apps]": "OPTIONAL_CONFIG",
# "limit[builds]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_infos_primary_category_get_to_one_related",
"table_name": "primary_category",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/appInfos/{id}/primaryCategory",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[appCategories]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_infos_primary_subcategory_one_get_to_one_related",
"table_name": "primary_subcategory_one",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/appInfos/{id}/primarySubcategoryOne",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[appCategories]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_infos_primary_subcategory_two_get_to_one_related",
"table_name": "primary_subcategory_two",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/appInfos/{id}/primarySubcategoryTwo",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[appCategories]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "bundle_ids_profiles_get_to_many_related",
"table_name": "profile",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/bundleIds/{id}/profiles",
"params": {
"id": {
"type": "resolve",
"resource": "bundle_ids_get_collection",
"field": "id",
},
},
}
},
{
"name": "profiles_get_collection",
"table_name": "profile",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/profiles",
}
},
{
"name": "profiles_get_instance",
"table_name": "profile_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/profiles/{id}",
"params": {
"id": {
"type": "resolve",
"resource": "profiles_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[profiles]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "fields[certificates]": "OPTIONAL_CONFIG",
# "fields[devices]": "OPTIONAL_CONFIG",
# "fields[bundleIds]": "OPTIONAL_CONFIG",
# "limit[certificates]": "OPTIONAL_CONFIG",
# "limit[devices]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "routing_app_coverages_get_instance",
"table_name": "routing_app_coverage_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/routingAppCoverages/{id}",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[routingAppCoverages]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
},
}
},
{
"name": "sales_reports_get_collection",
"table_name": "sales_report",
"endpoint": {
"path": "/v1/salesReports",
"params": {
"filter[frequency]": "FILL_ME_IN", # TODO: fill in required query parameter
"filter[reportSubType]": "FILL_ME_IN", # TODO: fill in required query parameter
"filter[reportType]": "FILL_ME_IN", # TODO: fill in required query parameter
"filter[vendorNumber]": "FILL_ME_IN", # TODO: fill in required query parameter
# the parameters below can optionally be configured
# "filter[reportDate]": "OPTIONAL_CONFIG",
# "filter[version]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_infos_secondary_category_get_to_one_related",
"table_name": "secondary_category",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/appInfos/{id}/secondaryCategory",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[appCategories]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_infos_secondary_subcategory_one_get_to_one_related",
"table_name": "secondary_subcategory_one",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/appInfos/{id}/secondarySubcategoryOne",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[appCategories]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_infos_secondary_subcategory_two_get_to_one_related",
"table_name": "secondary_subcategory_two",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/appInfos/{id}/secondarySubcategoryTwo",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[appCategories]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "apps_available_territories_get_to_many_related",
"table_name": "territory",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/apps/{id}/availableTerritories",
"params": {
"id": {
"type": "resolve",
"resource": "apps_get_collection",
"field": "id",
},
},
}
},
{
"name": "apps_end_user_license_agreement_get_to_one_related",
"table_name": "territory",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "included",
"path": "/v1/apps/{id}/endUserLicenseAgreement",
"params": {
"id": {
"type": "resolve",
"resource": "apps_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[endUserLicenseAgreements]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "end_user_license_agreements_territories_get_to_many_related",
"table_name": "territory",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/endUserLicenseAgreements/{id}/territories",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
},
}
},
{
"name": "territories_get_collection",
"table_name": "territory",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/territories",
}
},
{
"name": "app_price_points_territory_get_to_one_related",
"table_name": "territory_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/appPricePoints/{id}/territory",
"params": {
"id": {
"type": "resolve",
"resource": "app_price_points_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[territories]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "app_store_versions_routing_app_coverage_get_to_one_related",
"table_name": "upload_operation",
"endpoint": {
"data_selector": "data.attributes.uploadOperations",
"path": "/v1/appStoreVersions/{id}/routingAppCoverage",
"params": {
"id": "FILL_ME_IN", # TODO: fill in required path parameter
# the parameters below can optionally be configured
# "fields[routingAppCoverages]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "users_get_collection",
"table_name": "user",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/users",
}
},
{
"name": "user_invitations_get_collection",
"table_name": "user_invitation",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/userInvitations",
}
},
{
"name": "user_invitations_get_instance",
"table_name": "user_invitation_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/userInvitations/{id}",
"params": {
"id": {
"type": "resolve",
"resource": "user_invitations_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[userInvitations]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "fields[apps]": "OPTIONAL_CONFIG",
# "limit[visibleApps]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "users_get_instance",
"table_name": "user_response",
"endpoint": {
"data_selector": "$",
"path": "/v1/users/{id}",
"params": {
"id": {
"type": "resolve",
"resource": "users_get_collection",
"field": "id",
},
# the parameters below can optionally be configured
# "fields[users]": "OPTIONAL_CONFIG",
# "include": "OPTIONAL_CONFIG",
# "fields[apps]": "OPTIONAL_CONFIG",
# "limit[visibleApps]": "OPTIONAL_CONFIG",
},
}
},
{
"name": "users_visible_apps_get_to_many_relationship",
"table_name": "visible_app",
"primary_key": "id",
"write_disposition": "merge",
"endpoint": {
"data_selector": "data",
"path": "/v1/users/{id}/relationships/visibleApps",
"params": {
"id": {
"type": "resolve",
"resource": "users_get_collection",
"field": "id",
},
},
}
},
]
}
return rest_api_source(source_config)
2. Configuring your source and destination credentials
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.apple_app_store_connect]
# Base URL for the API
base_url = "https://api.appstoreconnect.apple.com/"
generated secrets.toml
[sources.apple_app_store_connect]
# secrets for your apple_app_store_connect source
token = "FILL ME OUT" # TODO: fill in your credentials
2.1. Adjust the generated code to your usecase
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 apple_app_store_connect_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 a local directory, remove the [destination.filesystem.credentials]
section from your secrets.toml
and provide a local filepath as the bucket_url
.
[destination.filesystem] # in ./dlt/secrets.toml
bucket_url="file://path/to/my/output"
By default, the filesystem destination will s