# AWS Endpoints Region Drift Monitor (`defenestrator/aws-endpoints-region-drift-monitor`) Actor

Monitor public AWS SDK endpoint metadata for service-region coverage, hostnames, FIPS/dual-stack variants, and deprecation drift.

- **URL**: https://apify.com/defenestrator/aws-endpoints-region-drift-monitor.md
- **Developed by:** [Defenestrator](https://apify.com/defenestrator) (community)
- **Categories:** Developer tools, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $2.00 / 1,000 monitor rows

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

## AWS Endpoints Region Drift Monitor

Monitor public AWS SDK endpoint metadata for service-region coverage, hostnames, FIPS/dual-stack variants, and deprecated endpoint drift.

This Actor is for platform, cloud governance, compliance, and developer-tool teams that need a scheduled machine-readable signal when the public AWS endpoint map changes. It is not affiliated with Amazon Web Services and it does not call your AWS account or require AWS credentials.

### What it checks

The Actor fetches the public `botocore` `endpoints.json` metadata used by AWS SDK tooling and turns selected AWS service endpoint records into deterministic dataset rows.

For each selected service/endpoint key it reports:

- AWS partition (`aws`, `aws-us-gov`, `aws-cn`, etc.)
- service identifier (`s3`, `sts`, `lambda`, `ec2`, ...)
- endpoint key / region
- rendered endpoint hostname
- FIPS and dual-stack variant availability
- protocols and signature versions
- deprecated endpoint flags
- canonical endpoint fingerprint for baseline comparison

### Repeat-use loop

Run this Actor on a schedule and pass the previous run dataset as `baselineDataset`. New service-region endpoints, changed hostnames, FIPS/dual-stack variant changes, or deprecated endpoint rows become alerts. This is useful before regional expansion, compliance reviews, SDK endpoint changes, and cloud governance checks.

### Input

Typical private smoke input:

```json
{
  "partitions": ["aws"],
  "services": ["s3", "sts", "lambda", "ec2", "iam", "kms"],
  "endpointKeyPatterns": ["us-*", "eu-*", "aws-global"],
  "criticalServices": ["s3", "sts", "iam", "lambda", "kms"],
  "includeDeprecatedEndpoints": false,
  "includeUnchangedRows": true,
  "maxRows": 100
}
````

For drift detection, select a previous dataset with the resource picker. Under Apify limited permissions, the picker is preferred over typing private dataset IDs manually.

### Output

Each dataset row is one selected AWS endpoint record. `OUTPUT` contains a run summary, source metadata hash, alert counts, and a compact snapshot for chained baselines.

Important fields:

- `alert` / `priority` / `alertReasons`
- `changedSincePrevious` / `newSincePrevious`
- `endpointHostname`
- `fipsAvailable` / `dualstackAvailable`
- `deprecated`
- `endpointHash`

### Pricing

This Actor uses Apify Pay Per Event (PPE) pricing:

- `apify-actor-start`: `$0.00005` per run start.
- `apify-default-dataset-item`: `$0.002` per dataset row (`Monitor row`).
- Platform usage is included in the event price; users do not pay a separate platform-usage pass-through.
- A dataset row is one monitored result, source, or drift-check row emitted by the Actor. Run cost scales with the number of rows produced and the limits you choose.

Use Apify's max total charge setting before starting a run if you want a hard spend cap.

### Limitations

- Source data is public AWS SDK endpoint metadata from the `botocore` repository, not a contractual AWS SLA or an AWS account inventory.
- Use official AWS documentation and AWS support for final operational decisions.
- This Actor does not test live network reachability of every endpoint; it monitors metadata drift.
- No private AWS credentials or confidential infrastructure data should be submitted.

### Responsible use

Use this Actor for monitoring public endpoint metadata and internal change review. Do not represent its output as an official AWS certification, compliance opinion, or legal advice.

# Actor input Schema

## `partitions` (type: `array`):

AWS endpoint partitions to inspect from the public botocore endpoints metadata. Typical values are aws, aws-us-gov, and aws-cn.

## `services` (type: `array`):

Exact AWS service endpoint identifiers to monitor, such as s3, sts, lambda, ec2, iam, kms, rds, dynamodb, eks, ecs, bedrock, or bedrock-runtime.

## `servicePatterns` (type: `array`):

Optional wildcard service patterns, for example bedrock\* or *marketplace*. Matching services are checked in addition to exact watched services.

## `endpointKeyPatterns` (type: `array`):

Wildcard patterns for endpoint keys to include. Endpoint keys are usually AWS region IDs, plus global or legacy keys such as aws-global. Examples: us-*, eu-*, ap-\*, aws-global.

## `criticalServices` (type: `array`):

Services where new endpoints, endpoint fingerprint changes, variant changes, or source errors should be promoted to high priority.

## `baselineDataset` (type: `string`):

Optional previous run dataset for drift comparison. Use the picker so this limited-permission Actor receives READ access to the selected private dataset.

## `baselineDatasetId` (type: `string`):

Advanced/API fallback for a previous dataset ID. Prefer the picker under limited permissions.

## `baselineRows` (type: `array`):

Optional rows copied from a previous run. Rows with rowKey and endpointHash are used for drift comparison.

## `maxBaselineRows` (type: `integer`):

Maximum rows to read from the selected previous dataset.

## `includeDeprecatedEndpoints` (type: `boolean`):

If true, include endpoint records marked deprecated in the source metadata. Deprecated rows can still alert so legacy endpoints are visible.

## `includeUnchangedRows` (type: `boolean`):

If false, only alert, changed, or error rows are pushed to the dataset. OUTPUT.snapshot still includes every checked endpoint row.

## `alertOnNewEndpoint` (type: `boolean`):

If true, an endpoint row absent from the previous baseline creates an alert.

## `alertOnEndpointHashDrift` (type: `boolean`):

If true, a changed canonical endpoint fingerprint compared with baseline creates an alert.

## `alertOnVariantChanges` (type: `boolean`):

If true, changes in FIPS or dual-stack variant availability compared with baseline create alerts.

## `alertOnDeprecatedEndpoint` (type: `boolean`):

If true, included endpoint rows marked deprecated in the source metadata create alerts.

## `expectedSourceVersion` (type: `string`):

Optional exact endpoints.json version expected from the public source metadata. A mismatch creates warning rows.

## `maxRows` (type: `integer`):

Maximum endpoint rows to emit to the dataset after alert/change priority sorting. Checked rows are still summarized in OUTPUT.snapshot up to this same limit.

## `maxBytes` (type: `integer`):

Maximum size of the public endpoints metadata response after HTTP decoding.

## `requestTimeoutSecs` (type: `integer`):

Timeout for the public GitHub raw endpoints metadata request.

## Actor input object example

```json
{
  "partitions": [
    "aws"
  ],
  "services": [
    "s3",
    "sts",
    "lambda",
    "ec2",
    "iam",
    "kms",
    "rds",
    "dynamodb",
    "eks",
    "ecs"
  ],
  "servicePatterns": [],
  "endpointKeyPatterns": [
    "us-*",
    "eu-*",
    "ap-*",
    "aws-global"
  ],
  "criticalServices": [
    "s3",
    "sts",
    "iam",
    "ec2",
    "lambda",
    "kms",
    "rds",
    "dynamodb",
    "eks"
  ],
  "baselineRows": [],
  "maxBaselineRows": 10000,
  "includeDeprecatedEndpoints": false,
  "includeUnchangedRows": true,
  "alertOnNewEndpoint": true,
  "alertOnEndpointHashDrift": true,
  "alertOnVariantChanges": true,
  "alertOnDeprecatedEndpoint": true,
  "maxRows": 250,
  "maxBytes": 8000000,
  "requestTimeoutSecs": 30
}
```

# Actor output Schema

## `datasetItems` (type: `string`):

No description

## `summary` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "partitions": [
        "aws"
    ],
    "services": [
        "s3",
        "sts",
        "lambda",
        "ec2",
        "iam",
        "kms",
        "rds",
        "dynamodb",
        "eks",
        "ecs"
    ],
    "endpointKeyPatterns": [
        "us-*",
        "eu-*",
        "ap-*",
        "aws-global"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("defenestrator/aws-endpoints-region-drift-monitor").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "partitions": ["aws"],
    "services": [
        "s3",
        "sts",
        "lambda",
        "ec2",
        "iam",
        "kms",
        "rds",
        "dynamodb",
        "eks",
        "ecs",
    ],
    "endpointKeyPatterns": [
        "us-*",
        "eu-*",
        "ap-*",
        "aws-global",
    ],
}

# Run the Actor and wait for it to finish
run = client.actor("defenestrator/aws-endpoints-region-drift-monitor").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "partitions": [
    "aws"
  ],
  "services": [
    "s3",
    "sts",
    "lambda",
    "ec2",
    "iam",
    "kms",
    "rds",
    "dynamodb",
    "eks",
    "ecs"
  ],
  "endpointKeyPatterns": [
    "us-*",
    "eu-*",
    "ap-*",
    "aws-global"
  ]
}' |
apify call defenestrator/aws-endpoints-region-drift-monitor --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=defenestrator/aws-endpoints-region-drift-monitor",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "AWS Endpoints Region Drift Monitor",
        "description": "Monitor public AWS SDK endpoint metadata for service-region coverage, hostnames, FIPS/dual-stack variants, and deprecation drift.",
        "version": "0.0",
        "x-build-id": "avxiSHGHY55aRd3wR"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/defenestrator~aws-endpoints-region-drift-monitor/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-defenestrator-aws-endpoints-region-drift-monitor",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/defenestrator~aws-endpoints-region-drift-monitor/runs": {
            "post": {
                "operationId": "runs-sync-defenestrator-aws-endpoints-region-drift-monitor",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/defenestrator~aws-endpoints-region-drift-monitor/run-sync": {
            "post": {
                "operationId": "run-sync-defenestrator-aws-endpoints-region-drift-monitor",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "properties": {
                    "partitions": {
                        "title": "AWS partitions",
                        "type": "array",
                        "description": "AWS endpoint partitions to inspect from the public botocore endpoints metadata. Typical values are aws, aws-us-gov, and aws-cn.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "services": {
                        "title": "Watched services",
                        "type": "array",
                        "description": "Exact AWS service endpoint identifiers to monitor, such as s3, sts, lambda, ec2, iam, kms, rds, dynamodb, eks, ecs, bedrock, or bedrock-runtime.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "servicePatterns": {
                        "title": "Service wildcard patterns",
                        "type": "array",
                        "description": "Optional wildcard service patterns, for example bedrock* or *marketplace*. Matching services are checked in addition to exact watched services.",
                        "items": {
                            "type": "string"
                        },
                        "default": []
                    },
                    "endpointKeyPatterns": {
                        "title": "Endpoint/region wildcard patterns",
                        "type": "array",
                        "description": "Wildcard patterns for endpoint keys to include. Endpoint keys are usually AWS region IDs, plus global or legacy keys such as aws-global. Examples: us-*, eu-*, ap-*, aws-global.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "criticalServices": {
                        "title": "Critical services",
                        "type": "array",
                        "description": "Services where new endpoints, endpoint fingerprint changes, variant changes, or source errors should be promoted to high priority.",
                        "items": {
                            "type": "string"
                        },
                        "default": [
                            "s3",
                            "sts",
                            "iam",
                            "ec2",
                            "lambda",
                            "kms",
                            "rds",
                            "dynamodb",
                            "eks"
                        ]
                    },
                    "baselineDataset": {
                        "title": "Previous run dataset",
                        "type": "string",
                        "description": "Optional previous run dataset for drift comparison. Use the picker so this limited-permission Actor receives READ access to the selected private dataset."
                    },
                    "baselineDatasetId": {
                        "title": "Previous dataset ID (advanced)",
                        "type": "string",
                        "description": "Advanced/API fallback for a previous dataset ID. Prefer the picker under limited permissions."
                    },
                    "baselineRows": {
                        "title": "Inline previous rows",
                        "type": "array",
                        "description": "Optional rows copied from a previous run. Rows with rowKey and endpointHash are used for drift comparison.",
                        "items": {
                            "type": "object"
                        },
                        "default": []
                    },
                    "maxBaselineRows": {
                        "title": "Max baseline rows to read",
                        "minimum": 1,
                        "maximum": 50000,
                        "type": "integer",
                        "description": "Maximum rows to read from the selected previous dataset.",
                        "default": 10000
                    },
                    "includeDeprecatedEndpoints": {
                        "title": "Include deprecated endpoint keys",
                        "type": "boolean",
                        "description": "If true, include endpoint records marked deprecated in the source metadata. Deprecated rows can still alert so legacy endpoints are visible.",
                        "default": false
                    },
                    "includeUnchangedRows": {
                        "title": "Include unchanged rows",
                        "type": "boolean",
                        "description": "If false, only alert, changed, or error rows are pushed to the dataset. OUTPUT.snapshot still includes every checked endpoint row.",
                        "default": true
                    },
                    "alertOnNewEndpoint": {
                        "title": "Alert on new endpoint after baseline",
                        "type": "boolean",
                        "description": "If true, an endpoint row absent from the previous baseline creates an alert.",
                        "default": true
                    },
                    "alertOnEndpointHashDrift": {
                        "title": "Alert on endpoint fingerprint drift",
                        "type": "boolean",
                        "description": "If true, a changed canonical endpoint fingerprint compared with baseline creates an alert.",
                        "default": true
                    },
                    "alertOnVariantChanges": {
                        "title": "Alert on FIPS or dual-stack variant changes",
                        "type": "boolean",
                        "description": "If true, changes in FIPS or dual-stack variant availability compared with baseline create alerts.",
                        "default": true
                    },
                    "alertOnDeprecatedEndpoint": {
                        "title": "Alert on deprecated endpoints",
                        "type": "boolean",
                        "description": "If true, included endpoint rows marked deprecated in the source metadata create alerts.",
                        "default": true
                    },
                    "expectedSourceVersion": {
                        "title": "Expected source version",
                        "type": "string",
                        "description": "Optional exact endpoints.json version expected from the public source metadata. A mismatch creates warning rows."
                    },
                    "maxRows": {
                        "title": "Max dataset rows",
                        "minimum": 1,
                        "maximum": 5000,
                        "type": "integer",
                        "description": "Maximum endpoint rows to emit to the dataset after alert/change priority sorting. Checked rows are still summarized in OUTPUT.snapshot up to this same limit.",
                        "default": 250
                    },
                    "maxBytes": {
                        "title": "Max source bytes",
                        "minimum": 1000000,
                        "maximum": 25000000,
                        "type": "integer",
                        "description": "Maximum size of the public endpoints metadata response after HTTP decoding.",
                        "default": 8000000
                    },
                    "requestTimeoutSecs": {
                        "title": "Request timeout seconds",
                        "minimum": 5,
                        "maximum": 90,
                        "type": "integer",
                        "description": "Timeout for the public GitHub raw endpoints metadata request.",
                        "default": 30
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
