# Caterer.com UK Hospitality Jobs Scraper (`memo23/caterer-scraper`) Actor

Scrape 5,900+ UK hospitality jobs from Caterer.com — chef, restaurant, hotel, events — via official mobile API. Filters: keyword, location, posted-within, employer-type, min-salary, job-type. Rows: title, employer + logo, structured salary, lat/lng, applyUrl

- **URL**: https://apify.com/memo23/caterer-scraper.md
- **Developed by:** [Muhamed Didovic](https://apify.com/memo23) (community)
- **Categories:** Jobs, Automation, Agents
- **Stats:** 19 total users, 18 monthly users, 100.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.90 / 1,000 results

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

## Caterer.com UK Hospitality Jobs Scraper

Scrape **UK hospitality job postings** from **Caterer.com** — chef, restaurant manager, hotel staff, events, sous-chef, bar manager. Every row carries title, employer + logo, location with lat/lng, **structured salary band** (min / max / currency / period), `datePosted`, `validThrough`, employment type, industry, and a populated `applyUrl` when the role is direct-apply. One flat row per job from rich `JobPosting` JSON-LD plus structured salary metadata.

![How Caterer.com Scraper works](https://raw.githubusercontent.com/muhamed-didovic/muhamed-didovic.github.io/main/assets/how-it-works-caterer.png)

### Why this actor

Caterer.com is the dominant UK hospitality-vertical job board — chefs, restaurant managers, hotel staff, and events roles. ~5,900 live London hospitality postings at any time, server-side scoped to the hospitality vertical so you get exactly what Caterer.com's web UI shows.

- **Hospitality-only result set** — the actor's request is scoped to hospitality roles (chef, restaurant, hotel, events, bar staff) so you don't pay for irrelevant general-UK rows. Matches Caterer.com's web search exactly
- **Efficient JSON listing pagination** at 50 items per page, with `totalItems` reported up-front so we know exactly when we've reached the end
- **Server-side filters** — `postedWithin` (1 / 3 / 7 / 14 days), `companyTypes` (direct employer / agency), `salary` (minimum), and `jobType` (permanent / contract / temporary / part-time / work-from-home) all honoured server-side
- **Apify Residential GB** for the per-job detail fetch — the only proxy pool that consistently returns 200 OK on UK job-board detail pages
- **JobPosting JSON-LD parsing** — every row carries the full 14-field JSON-LD detail plus structured salary metadata. Hospitality jobs commonly use **hourly** rates (£12.50/hour, £14.80/hour) and the structured `period` field captures that cleanly
- **`applyUrl` populated** when `directApply: true` (≈ 60–70 % of jobs) — the candidate-facing apply URL, not just the search-page URL
- **Mixed input** — listing URLs auto-paginate + emit one row per detail; direct detail URLs scrape one row each

### Use cases

- **Hospitality recruitment market intelligence** — salary benchmarking for chef, hotel manager, F&B roles by region; track which restaurant groups are actively hiring
- **Restaurant / hotel chain competitive analysis** — see what your competitors are paying for sous-chefs, F&B managers, event managers
- **Hospitality staffing agencies** — feed the structured rows into your placement workflow
- **Industry research** — track UK hospitality job market trends (post-pandemic recovery, immigration impact, regional differences)
- **Geospatial analytics** — every row carries `location.lat` + `location.lng` for mapping hotel/restaurant hiring hotspots
- **Hourly-wage analytics** — Caterer.com is one of the rare UK job boards where hourly salary data is rich; use `salary.period === "hour"` filtering for accurate hourly-rate analysis

### Input

| Field | Type | Required | Notes |
|---|---|---|---|
| `startUrls` | `string[]` | yes | Mix of listing URLs (`https://www.caterer.com/jobs/in-london`, `/jobs/chef/in-london`) and direct detail URLs. Filters supported in the query string: `?postedWithin=1\|3\|7\|14`, `?companytypes=1\|2`, `?salary={int}`, `?jobType=permanent\|contract\|temporary\|partTime\|workFromHome`. |
| `maxItems` | `integer` | no | Maximum job rows emitted **per listing URL**. Each row = one paid dataset item. Default `1000`. Free-tier users have a hidden global ceiling of `100` rows. |
| `maxConcurrency` | `integer` | no | Parallel HTTP requests for detail-page fetches. Sweet spot 3–5 via Apify Residential GB. Default `4`. |
| `maxRequestRetries` | `integer` | no | Per-URL retry budget on proxy CONNECT failures, HTTP/2 stream resets, and network errors. Default `6`. |
| `proxy` | object | no | **Apify Residential GB required** for the detail-page fetch. Default is wired correctly — don't override unless you know what you're doing. |

#### Example input

```json
{
  "startUrls": [
    "https://www.caterer.com/jobs/chef/in-london",
    "https://www.caterer.com/jobs/in-manchester?postedWithin=7&companytypes=2"
  ],
  "maxItems": 200,
  "maxConcurrency": 4,
  "proxy": { "useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"], "apifyProxyCountry": "GB" }
}
````

### Output schema

Every row has `rowType: "job"`. **14 fields from JSON-LD + structured salary band (often hourly for hospitality) + lat/lng + applyUrl.**

```jsonc
{
  "rowType":           "job",
  "sourceSearchUrl":   "https://www.caterer.com/jobs/in-london",
  "jobId":             "107379957",
  "jobUrl":            "https://www.caterer.com/job/commi-chef/novotel-london-brentford-job107379957",
  "sourceSite":        "caterer.com",
  "title":             "Commi Chef",

  // ── JobPosting JSON-LD ──
  "description":       "<p>We are looking for a passionate Commi Chef to join our team at Novotel London Brentford…</p>",
  "datePosted":        "2026-05-20T14:32:18.000Z",
  "validThrough":      "2026-06-30T14:32:18.000Z",
  "employmentType":    "FULL_TIME",
  "industry":          "Hospitality, Hospitality-Restaurants and Catering",
  "directApply":       true,
  "jobLocationType":   null,
  "applicantLocationRequirements": [],

  // ── Employer ──
  "employer": {
    "name":            "Novotel London Brentford",
    "url":             "https://www.caterer.com/jobs/novotel-london-brentford?cmpId=…",
    "logoUrl":         "https://www.caterer.com/CompanyLogos/…novotel.png"
  },

  // ── Location ──
  "location": {
    "text":            "Brentford, London, GB",
    "locality":        "Brentford",
    "region":          "London",
    "postalCode":      null,
    "country":         "GB",
    "lat":             51.48717,
    "lng":             -0.30957
  },

  // ── Salary (often HOURLY for hospitality) ──
  "salary": {
    "rawText":         "£14.80 per hour",
    "min":             14.80,
    "max":             null,
    "currency":        "GBP",
    "period":          "hour"
  },

  // ── Apply flow ──
  "applyUrl":          "https://www.caterer.com/job/commi-chef/novotel-london-brentford-job107379957",
  "applyType":         "internal",

  "scrapedAt":         "2026-05-21T20:25:31.012Z"
}
```

### Apply flow — what `applyUrl` and `applyType` mean

| `directApply` | `applyType` | `applyUrl` | Meaning |
|---|---|---|---|
| `true` | `"internal"` | **= `jobUrl`** | Caterer hosts a one-click apply form on the job page itself. |
| `false` | `"external"` | `null` | External recruiter ATS (e.g. the hotel chain's careers portal). Open `jobUrl` in a browser and click *Apply* to be redirected. |
| missing | `"unknown"` | `null` | JSON-LD didn't surface the flag. Treat the same as `"external"`. |

**Practical rule of thumb:** ≈ 60–70 % of Caterer.com listings are `directApply: true`.

### Notes & limitations

- **Hourly salaries are common.** Unlike most UK job boards where £-per-annum dominates, Caterer.com has a healthy mix of hourly rates. The structured `salary.period: "hour"` field captures that — use it for accurate per-hour analysis.
- **Apify Residential GB is mandatory** for the per-job detail fetch.
- **`employmentType` fill is HIGHER on Caterer than on general boards** (≈ 85%) — hospitality employers tend to declare PART\_TIME / FULL\_TIME more reliably because shift structure matters more in the industry.
- **`jobLocationType` rarely populated.** Hospitality is overwhelmingly on-site, so `null` is the norm.
- **No radius-based filter.** Use a tighter `where=` location instead.
- **No maximum-salary filter.** Only minimum (`?salary=N`).

### FAQ

**Which Caterer.com URLs work?**
Two types: **listing URLs** (`/jobs/in-london`, `/jobs/chef/in-london`, `/jobs/{company-slug}-jobs`) which auto-paginate, and **direct detail URLs** (`/job/{title-slug}/{org-slug}-job{id}`) which scrape one row each.

**Why is my salary rate £12 instead of £25,000?**
Hospitality jobs are often paid hourly. The `salary.period` field is the source of truth: `"hour"` = hourly rate, `"annum"` = annual salary, `"day"` = daily rate, `"week"` = weekly. The `min`/`max` numbers are in the unit indicated by `period`. For a hospitality dataset analysis, group by `period` first.

**Does this actor return chef-specific roles only?**
No — Caterer.com covers all hospitality verticals: kitchen (chefs, kitchen porter, sous-chef), front-of-house (waitstaff, host, sommelier), management (restaurant manager, GM, F\&B), events (event coordinator, banquet manager), hotel-specific (front desk, housekeeping, concierge), and adjacent roles (bar staff, pastry, butcher). Add `?what={role}` to the query string for narrower keyword filtering.

**What does each dataset-item charge cover?**
One hospitality job row with all 14 JSON-LD fields plus the structured salary band (with `period` correctly identifying hourly vs annual) and structured location (lat/lng). `maxItems` is per-listing-URL.

### Support

- **Bugs / feature requests** — open an issue on the GitHub repo
- **Custom exports / tailored fields** — drop a note via the Apify Store contact form
- **Other actors** — see my [Apify Store profile](https://apify.com/memo23)

***

### ⚠️ Disclaimer

This Actor is an independent tool and is **not affiliated with, endorsed by, or sponsored by** Caterer.com or any of its parent / sister companies. All trademarks mentioned are the property of their respective owners.

The scraper extracts only **publicly visible** hospitality job postings from Caterer.com — no login, no CAPTCHA solving, no credential forgery. The actor uses a conservative concurrency cap (default 4 parallel requests) to avoid burdening Caterer's infrastructure.

Users are responsible for:

- Complying with Caterer.com's Terms of Service
- Following UK GDPR + your jurisdiction's data-protection laws when storing or processing scraped postings
- Not contacting candidates listed by employers in scraped postings
- Not republishing scraped data in a way that competes commercially with Caterer.com

***

### SEO Keywords

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# Actor input Schema

## `startUrls` (type: `array`):

Mix of listing URLs (e.g. `https://www.caterer.com/jobs/in-london`, `https://www.caterer.com/jobs/chef/in-manchester`) and direct job-detail URLs. Filters supported in the query string: `?postedWithin=1|3|7|14`, `?companytypes=1|2`, `?salary={int}`, `?jobType=permanent|contract|temporary|partTime|workFromHome`. Listings auto-paginate; details emit one row each. Result set is scoped server-side to the hospitality vertical (chef / restaurant / hotel / events) — exactly what caterer.com's web search shows.

## `maxItems` (type: `integer`):

Maximum job rows emitted **per listing URL**. Pass 3 listings with `maxItems: 100` → up to 300 total rows (100 each). Direct detail URLs always emit 1 row each. Each row is one paid dataset item. Default 1000. Free-tier users are additionally capped at 100 total rows.

## `maxConcurrency` (type: `integer`):

Parallel HTTP requests for detail-page fetches. Concurrency 3-5 is the sweet spot via Apify Residential GB.

## `maxRequestRetries` (type: `integer`):

Per-URL retry budget on network errors, proxy CONNECT failures, HTTP/2 stream resets, and transient 4xx responses. Each retry rotates the proxy session. Default 6.

## `proxy` (type: `object`):

Apify Residential GB required for the detail-page fetch. The listing pagination path is more permissive but the detail HTML is locked to Apify Residential GB.

## Actor input object example

```json
{
  "startUrls": [
    "https://www.caterer.com/jobs/in-london"
  ],
  "maxItems": 1000,
  "maxConcurrency": 4,
  "maxRequestRetries": 6,
  "proxy": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ],
    "apifyProxyCountry": "GB"
  }
}
```

# 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 = {
    "startUrls": [
        "https://www.caterer.com/jobs/in-london"
    ],
    "proxy": {
        "useApifyProxy": true,
        "apifyProxyGroups": [
            "RESIDENTIAL"
        ],
        "apifyProxyCountry": "GB"
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("memo23/caterer-scraper").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 = {
    "startUrls": ["https://www.caterer.com/jobs/in-london"],
    "proxy": {
        "useApifyProxy": True,
        "apifyProxyGroups": ["RESIDENTIAL"],
        "apifyProxyCountry": "GB",
    },
}

# Run the Actor and wait for it to finish
run = client.actor("memo23/caterer-scraper").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 '{
  "startUrls": [
    "https://www.caterer.com/jobs/in-london"
  ],
  "proxy": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ],
    "apifyProxyCountry": "GB"
  }
}' |
apify call memo23/caterer-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=memo23/caterer-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Caterer.com UK Hospitality Jobs Scraper",
        "description": "Scrape 5,900+ UK hospitality jobs from Caterer.com — chef, restaurant, hotel, events — via official mobile API. Filters: keyword, location, posted-within, employer-type, min-salary, job-type. Rows: title, employer + logo, structured salary, lat/lng, applyUrl",
        "version": "0.1",
        "x-build-id": "FgRwgXRwhm2bjpuKS"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/memo23~caterer-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-memo23-caterer-scraper",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/memo23~caterer-scraper/runs": {
            "post": {
                "operationId": "runs-sync-memo23-caterer-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/memo23~caterer-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-memo23-caterer-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "startUrls"
                ],
                "properties": {
                    "startUrls": {
                        "title": "Caterer.com URLs",
                        "type": "array",
                        "description": "Mix of listing URLs (e.g. `https://www.caterer.com/jobs/in-london`, `https://www.caterer.com/jobs/chef/in-manchester`) and direct job-detail URLs. Filters supported in the query string: `?postedWithin=1|3|7|14`, `?companytypes=1|2`, `?salary={int}`, `?jobType=permanent|contract|temporary|partTime|workFromHome`. Listings auto-paginate; details emit one row each. Result set is scoped server-side to the hospitality vertical (chef / restaurant / hotel / events) — exactly what caterer.com's web search shows.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "maxItems": {
                        "title": "Max jobs per listing URL",
                        "minimum": 1,
                        "type": "integer",
                        "description": "Maximum job rows emitted **per listing URL**. Pass 3 listings with `maxItems: 100` → up to 300 total rows (100 each). Direct detail URLs always emit 1 row each. Each row is one paid dataset item. Default 1000. Free-tier users are additionally capped at 100 total rows.",
                        "default": 1000
                    },
                    "maxConcurrency": {
                        "title": "Max parallel requests",
                        "minimum": 1,
                        "maximum": 10,
                        "type": "integer",
                        "description": "Parallel HTTP requests for detail-page fetches. Concurrency 3-5 is the sweet spot via Apify Residential GB.",
                        "default": 4
                    },
                    "maxRequestRetries": {
                        "title": "Max request retries",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Per-URL retry budget on network errors, proxy CONNECT failures, HTTP/2 stream resets, and transient 4xx responses. Each retry rotates the proxy session. Default 6.",
                        "default": 6
                    },
                    "proxy": {
                        "title": "Proxy configuration",
                        "type": "object",
                        "description": "Apify Residential GB required for the detail-page fetch. The listing pagination path is more permissive but the detail HTML is locked to Apify Residential GB.",
                        "default": {
                            "useApifyProxy": true,
                            "apifyProxyGroups": [
                                "RESIDENTIAL"
                            ],
                            "apifyProxyCountry": "GB"
                        }
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
