# Federal Contractor Intelligence — SAM.gov & USAspending Awards (`inexhaustible_glass/federal-contractor-intelligence`) Actor

SAM.gov + USAspending contractor data: UEI, CAGE, NAICS, PSC, award history, lifetime value, top agencies, set-asides, debarment/exclusion check & 0-100 lead score. No API key required.

- **URL**: https://apify.com/inexhaustible\_glass/federal-contractor-intelligence.md
- **Developed by:** [Hitman studio](https://apify.com/inexhaustible_glass) (community)
- **Categories:** Business, Lead generation, Developer tools
- **Stats:** 3 total users, 2 monthly users, 83.3% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $20.00 / 1,000 contractor profiles

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

## 🏛️ Federal Contractor Intelligence — SAM.gov & USAspending in One

**Stop guessing which federal contractors are worth your time.** This actor builds a
complete **intelligence profile** of any US federal contractor — who they are, what
they've won, how much, from which agencies, whether they're growing, whether they're
debarred, and a ready-to-use **0–100 lead score** — all in one clean export.

While every other tool just dumps a list of open contract *opportunities*, this one
profiles the **companies that actually win federal money** — perfect for B2G sales,
subcontractor sourcing, competitive intelligence, and prospecting.

> ✅ **Works with NO API key** (USAspending data) · 🔑 add a free SAM.gov key for full
> registration & exclusion detail · 🧠 enriched with computed intelligence · 🚫 never
> returns a null field.

---

### 🎯 Who is this for?

| You are… | You use it to… |
|---|---|
| **A government contractor** | Find subcontractors & teaming partners with a proven award history |
| **A B2B sales / BizDev team** | Build prospect lists of well-funded contractors (sell them services) |
| **A market / competitive analyst** | See who dominates a NAICS code or an agency, and the spend behind them |
| **A capture / proposal manager** | Qualify primes before you team — lifetime value, trend, risk |
| **An investor / researcher** | Track federal revenue, growth trends and concentration by company |

---

### 🆚 Why this is the most complete option

| Capability | Typical SAM.gov / USAspending scrapers | **This actor** |
|---|---|---|
| Open contract opportunities | ✅ | ➖ (this profiles *contractors*, not RFPs) |
| Award history per contractor | ❌ usually one source | ✅ full history + amounts |
| **Lifetime value & contract count** | ❌ | ✅ |
| **Top agencies they win from** | ❌ | ✅ with $ breakdown |
| **Growth trend (12mo vs prior)** | ❌ | ✅ |
| **Competitor overlap (same NAICS)** | ❌ | ✅ |
| **0–100 lead score + grade** | ❌ | ✅ |
| Debarment / exclusion risk | sometimes | ✅ |
| Registration (UEI, CAGE, POC) | one source | ✅ merged in |
| Works with **no API key** | sometimes | ✅ (award data) |
| **Never returns null** | ❌ | ✅ guaranteed |

> Others give you a **list**. This gives you a **decision** — who to call, partner with,
> or sell to, ranked and scored.

### 🔍 What you can search by

- **Company name** — `Palantir`, `Booz Allen`, `Lockheed Martin`
- **NAICS industry code** — `541512` (IT services), `336411` (aircraft) → top contractors in that industry
- **Awarding agency** — `Department of Defense`, `NASA`, `Department of Homeland Security`
- **UEI** — the 12-character Unique Entity ID (replaces the old DUNS)

Plus optional filters: **minimum contract value**, **date range** (30 days / 12 months
/ all time), and a **debarment/exclusion check**.

---

### 📤 What you get — every field, per contractor

#### 🏢 Identity & registration
| Field | Description |
|---|---|
| `contractor_name` | Legal recipient name |
| `recipient_uei` | Unique Entity ID (12-char) |
| `uei`, `cage_code` | UEI + Commercial and Government Entity code *(SAM key)* |
| `legal_business_name`, `dba_name` | Registered name + "doing business as" *(SAM key)* |
| `registration_status`, `registration_date`, `expiration_date` | SAM registration lifecycle *(SAM key)* |
| `entity_structure`, `state_of_incorporation` | LLC / Corp / etc. + state *(SAM key)* |
| `physical_address`, `website` | HQ address + company URL *(SAM key)* |
| `point_of_contact`, `poc_email` | Government business POC *(SAM key)* |

#### 💰 Award history (USAspending — no key needed)
| Field | Description |
|---|---|
| `recent_awards[]` | The contractor's largest awards, each with: `award_id`, `award_amount`, `awarding_agency`, `awarding_sub_agency`, `funding_agency`, `contract_type`, `naics_code`, `psc_code`, `set_aside_type`, `place_of_performance`, `start_date`, `end_date`, `description` |
| `awards_returned` | How many award rows are included |
| `primary_naics` | The contractor's main industry code |

#### 📊 Derived intelligence (the value-add)
| Field | Description |
|---|---|
| `total_contracts_count` | Total number of federal contracts won |
| `active_contracts_count` | Contracts still in their period of performance |
| `total_lifetime_value` | Sum of award dollars |
| `avg_contract_value` | Average dollars per contract |
| `largest_award_value` | Their single biggest award |
| `top_agencies[]` | The agencies they win the most from, with $ amounts |
| `agency_count` | How many distinct agencies fund them |
| `agency_concentration_pct` | % of revenue from their #1 agency (a dependency/risk signal) |
| `top_psc_codes[]` | **What they actually sell** — top Product/Service Codes with $ |
| `top_naics_codes[]` | **Their industries** — top NAICS classifications with $ |
| `annual_spending[]` | **Year-by-year** federal revenue (fiscal year → amount) — the trend at a glance |
| `growth_trend` | `increasing` / `stable` / `decreasing` (last 12 mo vs prior 12 mo) |
| `competitor_overlap[]` | Other top contractors in the same NAICS (their competitors) |
| `last_award_date` | Most recent award — an activity signal |
| `usaspending_profile` | Direct link to their full USAspending profile |
| `lead_score` | **0–100** — how active & valuable this contractor is |
| `lead_grade` | `A – Hot` / `B – Warm` / `C – Cool` / `D – Cold` |

#### 🚫 Risk & compliance *(optional)*
| Field | Description |
|---|---|
| `exclusion_status` | `clear` / `EXCLUDED / debarred` / `not checked` |
| `exclusion_reason`, `exclusion_date` | Why & since when, if excluded |

> 🛡️ **No nulls, ever.** Where a value genuinely doesn't exist you get an empty string
> or empty list — never a `null` — so your spreadsheets and pipelines stay clean.

---

### ⚙️ Examples for every search type

**1) Research a specific company** (its full award + risk profile)
```json
{ "search_type": "company_name", "search_value": "Palantir",
  "date_range": "all_time", "include_exclusions_check": true, "max_results": 20 }
````

**2) Find the top contractors in an industry** (NAICS code) — build a prospect list

```json
{ "search_type": "naics_code", "search_value": "541512",
  "date_range": "last_year", "min_contract_value": 100000, "max_results": 50 }
```

*(541512 = Computer Systems Design Services. Returns the biggest IT contractors, ranked.)*

**3) See who wins money from a specific agency**

```json
{ "search_type": "agency", "search_value": "Department of Defense",
  "date_range": "last_year", "max_results": 50 }
```

**4) Look up a contractor by UEI** (Unique Entity ID)

```json
{ "search_type": "uei", "search_value": "ZQGGHJH74DW7",
  "include_exclusions_check": true, "samApiKey": "YOUR_FREE_SAM_KEY" }
```

> 💡 Add your free `samApiKey` to any of the above to also pull registration details
> (UEI, CAGE, business types, point of contact) and full exclusion records.

### 📦 Example output (one record, trimmed)

```json
{
  "contractor_name": "PALANTIR TECHNOLOGIES INC",
  "recipient_uei": "ZQGGHJH74DW7",
  "total_contracts_count": 468,
  "total_lifetime_value": 4250000000.0,
  "top_agencies": [
    { "agency": "Department of Defense", "amount": 3043754786.46 },
    { "agency": "Department of Homeland Security", "amount": 460547303.66 }
  ],
  "growth_trend": "increasing",
  "competitor_overlap": ["BOOZ ALLEN HAMILTON INC", "ACCENTURE FEDERAL SERVICES LLC"],
  "last_award_date": "2026-05-18",
  "lead_score": 96,
  "lead_grade": "A - Hot Lead",
  "exclusion_status": "clear",
  "recent_awards": [
    { "award_id": "...", "award_amount": 178000000.0, "awarding_agency": "Department of Defense",
      "naics_code": "541512", "start_date": "2025-01-10", "description": "Data integration platform ..." }
  ]
}
```

***

### 🔑 Do I need an API key?

**No — it works out of the box.** All award data, lifetime totals, agency breakdown,
trend and lead score come from **USAspending.gov**, which is completely free and needs
no key.

For the extra **registration fields** (UEI, CAGE, business types, point of contact)
and **full exclusion records**, add your **free SAM.gov API key** in the `samApiKey`
field. Getting one takes two minutes: sign in at **sam.gov → Account Details → API
Key**. That's it — no payment, no approval wait.

***

### 💵 Pricing (pay-per-event — only pay for what you get)

| Event | Price |
|---|---|
| Actor start | $0.02 |
| Per contractor profile | $0.02 |
| Per exclusion check | $0.02 |

No subscription, no platform-usage surprises — you're billed per result, period.

***

### ❓ FAQ

**Is this legal / where does the data come from?**
Yes. It uses the **official public** USAspending.gov and SAM.gov APIs — the same open
federal spending and registration data the government publishes.

**How is this different from the other SAM.gov scrapers?**
They list open *opportunities* (RFPs to bid on). This profiles the *contractors
themselves* — their full award history, lifetime value, agencies, growth, risk and a
lead score — merged from two sources into one record. It's intelligence, not a dump.

**How far back does the data go?**
Award data goes back to FY2008. Use the date range to focus on the last 30 days or 12
months for recent activity.

**Can I export to Excel / Google Sheets / CRM?**
Yes — every run produces a clean dataset you can export to CSV, Excel, JSON, or push
straight into your CRM via the Apify API/integrations.

***

### 🔗 Related actors

Looking for company data outside the US? See **UKHawk**, **FRHawk** (France),
**DEHawk** (Germany) and **MCAHawk** (India) for global company intelligence.

***

*Keywords: SAM.gov scraper · USAspending API · federal contractor data · government
contracts · UEI lookup · CAGE code · NAICS contractors · debarment / exclusion check ·
B2G lead generation · GovCon prospecting · federal award history · contractor lead
score · DoD contractors · government contracting intelligence · subcontractor sourcing.*

# Actor input Schema

## `search_type` (type: `string`):

How to find contractors.

## `search_value` (type: `string`):

The company name, NAICS code, agency name, or UEI to look up. Examples: 'Palantir', '541512', 'Department of Defense', 'ZQGGHJH74DW7'.

## `date_range` (type: `string`):

Time window for awards & trend.

## `min_contract_value` (type: `integer`):

Only include contractors/awards at or above this dollar amount. Leave 0 for all.

## `include_exclusions_check` (type: `boolean`):

Flag contractors that are suspended or debarred (needs a free SAM.gov key for full detail).

## `samApiKey` (type: `string`):

Optional. Works WITHOUT a key (USAspending award data). Add your FREE SAM.gov key to also get registration details (UEI, CAGE, business types, point of contact) and full exclusion records. Get one free at sam.gov → Account Details → API Key.

## `max_results` (type: `integer`):

How many contractor profiles to return.

## Actor input object example

```json
{
  "search_type": "company_name",
  "search_value": "Palantir",
  "date_range": "all_time",
  "min_contract_value": 0,
  "include_exclusions_check": false,
  "max_results": 20
}
```

# 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 = {
    "search_value": "Palantir"
};

// Run the Actor and wait for it to finish
const run = await client.actor("inexhaustible_glass/federal-contractor-intelligence").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 = { "search_value": "Palantir" }

# Run the Actor and wait for it to finish
run = client.actor("inexhaustible_glass/federal-contractor-intelligence").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 '{
  "search_value": "Palantir"
}' |
apify call inexhaustible_glass/federal-contractor-intelligence --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=inexhaustible_glass/federal-contractor-intelligence",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Federal Contractor Intelligence — SAM.gov & USAspending Awards",
        "description": "SAM.gov + USAspending contractor data: UEI, CAGE, NAICS, PSC, award history, lifetime value, top agencies, set-asides, debarment/exclusion check & 0-100 lead score. No API key required.",
        "version": "1.0",
        "x-build-id": "xpwNnO6TyhggAojYV"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/inexhaustible_glass~federal-contractor-intelligence/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-inexhaustible_glass-federal-contractor-intelligence",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/inexhaustible_glass~federal-contractor-intelligence/runs": {
            "post": {
                "operationId": "runs-sync-inexhaustible_glass-federal-contractor-intelligence",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/inexhaustible_glass~federal-contractor-intelligence/run-sync": {
            "post": {
                "operationId": "run-sync-inexhaustible_glass-federal-contractor-intelligence",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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",
                "required": [
                    "search_value"
                ],
                "properties": {
                    "search_type": {
                        "title": "🔎 Search by",
                        "enum": [
                            "company_name",
                            "naics_code",
                            "agency",
                            "uei"
                        ],
                        "type": "string",
                        "description": "How to find contractors.",
                        "default": "company_name"
                    },
                    "search_value": {
                        "title": "🎯 Search value",
                        "type": "string",
                        "description": "The company name, NAICS code, agency name, or UEI to look up. Examples: 'Palantir', '541512', 'Department of Defense', 'ZQGGHJH74DW7'."
                    },
                    "date_range": {
                        "title": "📅 Date range",
                        "enum": [
                            "last_30_days",
                            "last_year",
                            "all_time"
                        ],
                        "type": "string",
                        "description": "Time window for awards & trend.",
                        "default": "all_time"
                    },
                    "min_contract_value": {
                        "title": "💵 Minimum contract value ($)",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Only include contractors/awards at or above this dollar amount. Leave 0 for all.",
                        "default": 0
                    },
                    "include_exclusions_check": {
                        "title": "🚫 Check debarment / exclusions",
                        "type": "boolean",
                        "description": "Flag contractors that are suspended or debarred (needs a free SAM.gov key for full detail).",
                        "default": false
                    },
                    "samApiKey": {
                        "title": "🔑 SAM.gov API key (optional)",
                        "type": "string",
                        "description": "Optional. Works WITHOUT a key (USAspending award data). Add your FREE SAM.gov key to also get registration details (UEI, CAGE, business types, point of contact) and full exclusion records. Get one free at sam.gov → Account Details → API Key."
                    },
                    "max_results": {
                        "title": "🔢 Max contractors",
                        "minimum": 1,
                        "maximum": 500,
                        "type": "integer",
                        "description": "How many contractor profiles to return.",
                        "default": 20
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```