# FairPrice Scraper - Singapore Grocery Prices & Products (`scrapesage/fairprice-scraper`) Actor Scrape NTUC FairPrice (Singapore) grocery products: price, list price & discount, multi-buy promotions, Nutri-Grade, brand, barcode, country of origin, dietary (Halal), supplier, category, images, ratings & stock. Search by keyword or URL, filter, and monitor price drops. No browser. - **URL**: https://apify.com/scrapesage/fairprice-scraper.md - **Developed by:** [Scrape Sage](https://apify.com/scrapesage) (community) - **Categories:** E-commerce, Automation, Lead generation - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing $3.00 / 1,000 product scrapeds 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 ## FairPrice Scraper — Singapore Grocery Prices & Products Scrape **NTUC FairPrice** (Singapore's #1 grocer) for live grocery **prices, promotions and product data** — straight from FairPrice's own storefront. Search by keyword or URL, filter by discount / Nutri-Grade / stock, and turn on **monitor mode** to track price drops day-to-day. No login, no API key, no browser. ### Why this FairPrice scraper? - **Straight from the source.** Reads FairPrice's own public storefront API — fast, stable, and complete. No flaky page-scraping, no anti-bot roulette. - **Rich, analysis-ready records.** Every product comes with current price, list price & discount, multi-buy promotions, Nutri-Grade, brand, barcode, country of origin, dietary tags (Halal), supplier/distributor, category, images, ratings and stock. - **Built for price tracking.** Monitor mode remembers products between runs and returns only what's **new or changed** — with `previousPrice` and `priceDelta` — so you can watch price drops without diffing anything yourself. - **Cheap to run, simple to scale.** Keyword search paginates to ~1,000 products per term; pay only per product written. ### Use cases - **Price intelligence & competitor monitoring** — track grocery prices and promotions over time for pricing, FMCG and retail-analytics teams. - **Deal & promotion tracking** — surface everything currently discounted or on multi-buy offer. - **Catalogue & PIM enrichment** — pull names, brands, barcodes, images, Nutri-Grade and country of origin for product databases. - **Sourcing & supplier leads** — capture the distributor behind each SKU (FairPrice "seller name") for B2B outreach. - **Health & dietary research** — filter by Nutri-Grade or Halal/dietary attributes across a category. ### How to use 1. Click **Try for free**. 2. Add one or more **Search terms** (e.g. `milk`, `kit kat`, `olive oil`) — or paste FairPrice product / search / category **Start URLs**. 3. (Optional) Filter with **On promotion only**, **Minimum discount %**, **Nutri-Grade**, or **In stock only**. 4. Set **Max products** and click **Save & Start**. 5. Export results as JSON, CSV, Excel, or pull them via API. ### Input | Field | Type | Description | |---|---|---| | `searchTerms` | array | Keywords to search (product names, brands or categories). Each is paginated up to the limits. | | `startUrls` | array | FairPrice product, search or category URLs. Category/search URLs become a keyword search. | | `productIds` | array | Specific FairPrice product IDs to fetch directly — ideal for monitoring a fixed basket. | | `onOfferOnly` | boolean | Keep only products with a current discount or multi-buy promotion. | | `minDiscountPercent` | integer | Keep only products discounted at least this % off the list price. | | `nutriGrades` | array | Keep only products with these Nutri-Grade ratings (A/B/C/D). | | `inStockOnly` | boolean | Skip out-of-stock products. | | `maxItems` | integer | Maximum products across all searches (default 100). | | `maxItemsPerSearch` | integer | Optional per-term cap so one keyword doesn't use the whole budget. | | `monitorMode` | boolean | Output only new / price-changed products (adds `previousPrice` & `priceDelta`). | | `monitorStoreName` | string | Named store used to remember products between runs (one per tracked basket). | | `proxyConfiguration` | object | Proxy settings. The default Apify datacenter proxy is fast and reliable here. | #### Example input ```json { "searchTerms": ["milk", "instant noodles", "olive oil"], "onOfferOnly": true, "minDiscountPercent": 10, "maxItems": 500, "monitorMode": true, "monitorStoreName": "weekly-basket" } ```` ### Output Each product is one dataset record. Example (trimmed): ```json { "platform": "fairprice.com.sg", "productId": "1614709", "barcode": "8850329145980", "name": "Meiji Low Fat High Protein Milk - Green Tea", "brand": "Meiji", "price": 4.95, "listPrice": 4.95, "currency": "SGD", "discountPercent": null, "isOnOffer": true, "promotions": ["Any 6 for $21.50"], "displayUnit": "350ml", "nutriGrade": "B", "countryOfOrigin": "Thailand", "dietaryAttributes": ["Halal"], "isHalal": true, "supplier": "CROWN PACIFIC BEVERAGE PTE LTD", "category": "Flavoured Milk", "images": ["https://media.nedigital.sg/.../13282299_XL1.jpg"], "inStock": true, "rating": 4.41, "reviewCount": 32, "productUrl": "https://www.fairprice.com.sg/product/meiji-low-fat-high-protein-milk-green-tea-350ml-13282299" } ``` Two ready-made dataset **views** are included: **Products** (pricing & key attributes) and **Nutrition & sourcing** (Nutri-Grade, origin, dietary, supplier). > Note: **Nutri-Grade** is a Singapore Health Promotion Board label that applies to **prepacked beverages only** — it is populated for drinks (milk, juice, soft drinks) and is genuinely absent for non-beverages (oils, snacks, household goods). Discount fields appear only when a product is currently on offer. ### Monitoring mode & scheduling Turn on **monitorMode** to remember the products already returned and emit **only** the ones that are new or whose price/stock/promotion changed since the last run (with `previousPrice` and `priceDelta`). It's the cleanest way to track price drops across a basket or category. It is **fully compatible** with [Apify Schedules](https://docs.apify.com/platform/schedules) — they do different jobs: the schedule decides *when* the run fires (e.g. every morning), and monitoring mode decides *what* is returned (only the deltas). Point each tracked basket at its own `monitorStoreName` to keep histories separate. ### Automate & schedule Run this actor on autopilot and pull results into your own stack: - **[Apify API](https://docs.apify.com/api/v2)** — start runs, fetch datasets, and manage schedules over REST. - **[apify-client for JavaScript](https://docs.apify.com/api/client/js/)** and **[apify-client for Python](https://docs.apify.com/api/client/python/)** — official SDKs. - **[Schedules](https://docs.apify.com/platform/schedules)** — run it daily to track grocery prices and promotions; perfect for alerts and pricing dashboards. - **[Webhooks](https://docs.apify.com/platform/integrations/webhooks)** — trigger downstream actions (price alert, Slack message, sheet update) the moment a run finishes. ```js import { ApifyClient } from 'apify-client'; const client = new ApifyClient({ token: 'MY_APIFY_TOKEN' }); const run = await client.actor('scrapesage/fairprice-scraper').call({ searchTerms: ['milk', 'eggs', 'rice'], onOfferOnly: true, maxItems: 500, monitorMode: true, monitorStoreName: 'weekly-basket', }); const { items } = await client.dataset(run.defaultDatasetId).listItems(); console.log(`Got ${items.length} FairPrice products`); ``` ### Integrate with any app Connect the dataset to 5,000+ apps — no code required: - **[Make](https://docs.apify.com/platform/integrations/make)** — multi-step automation scenarios. - **[Zapier](https://docs.apify.com/platform/integrations/zapier)** — push price changes straight into Sheets, Slack or a database. - **[Slack](https://docs.apify.com/platform/integrations/slack)** — get notified when a monitored product drops in price. - **[Google Drive / Sheets](https://docs.apify.com/platform/integrations/drive)** — auto-export every run to a spreadsheet. - **[Airbyte](https://docs.apify.com/platform/integrations/airbyte)** — pipe results into your data warehouse. - **[GitHub](https://docs.apify.com/platform/integrations/github)** — trigger runs from commits or releases. ### Use with AI assistants (MCP) The output is clean, LLM-ready JSON. Call this actor from Claude, ChatGPT, or any agent framework through the **[Apify MCP server](https://docs.apify.com/platform/integrations/mcp)** — ask your assistant to "track the price of these 20 grocery items at FairPrice every day and alert me on any drop over 10%" and let it run this scraper for you. ### Agent-ready: autonomous payments (x402 & Skyfire) This actor is **agent-ready** — AI agents can discover it, run it, and **pay for it autonomously**, with no Apify account and no human in the loop. It uses [pay-per-event](https://docs.apify.com/platform/actors/publishing/monetize/pay-per-event) pricing and [limited permissions](https://docs.apify.com/platform/actors/development/permissions), so it qualifies for Apify's agentic-payment standards: - **[x402](https://docs.apify.com/platform/integrations/x402)** — an open, HTTP-native payment protocol. Agents pay per run in USDC on the Base network directly through the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp) — no account, no API key. - **[Skyfire](https://docs.apify.com/platform/integrations/skyfire)** — agent-to-service payments for fully autonomous AI-agent workflows. Building an AI agent, MCP tool, or autonomous data pipeline? This scraper is ready to plug in and pay as it goes. ### More scrapers from scrapesage Build a complete **Singapore data stack**: - **[99.co Property Scraper](https://apify.com/scrapesage/99-co-property-scraper)** — Singapore property listings & agent leads. - **[EdgeProp.sg Scraper](https://apify.com/scrapesage/edgeprop-singapore-scraper)** — Singapore property & agent leads. - **[SGCarMart Used Car Scraper](https://apify.com/scrapesage/sgcarmart-used-car-scraper)** — Singapore used-car prices, COE/OMV/ARF & dealer leads. - **[MyCareersFuture Scraper](https://apify.com/scrapesage/mycareersfuture-scraper)** — Singapore jobs, salaries & employer leads. - **[JobStreet Singapore Scraper](https://apify.com/scrapesage/jobstreet-singapore-scraper)** — Singapore jobs, salaries & company leads. - **[Singapore Company Scraper](https://apify.com/scrapesage/singapore-company-scraper)** — UEN, registry & business leads. - **[StreetDirectory Scraper](https://apify.com/scrapesage/streetdirectory-business-scraper)** — Singapore business directory leads. - **[Foodpanda Scraper](https://apify.com/scrapesage/foodpanda-scraper)** — restaurants, menus & prices across APAC. ### Tips - **Track a fixed basket**: list the exact `productIds` you care about and turn on `monitorMode` for a clean daily price-change feed. - **Find deals fast**: set `onOfferOnly` (and optionally `minDiscountPercent`) to surface only discounted and multi-buy items. - **Healthier picks**: filter `nutriGrades` to `["A","B"]` for beverages, or watch `dietaryAttributes`/`isHalal` across a category. - **Cost control**: use `maxItemsPerSearch` so one broad keyword doesn't consume your whole `maxItems` budget. - **Proxies**: the default Apify (datacenter) proxy works well and keeps costs low — FairPrice's API has no anti-bot. Switch to Residential only if you ever hit rate limits on very large runs. ### FAQ **Is this affiliated with NTUC FairPrice?** No. This is an independent tool that collects publicly available product information from FairPrice's website. **Do I need an API key or login?** No. The actor uses FairPrice's own public storefront endpoints — no account, key or browser needed. **Why is `nutriGrade` empty for some products?** Singapore's Nutri-Grade applies to prepacked **beverages** only. Non-drink products (oils, snacks, household, personal care) genuinely have no Nutri-Grade. **Can I get more than 1,000 products for one keyword?** FairPrice caps search pagination at ~1,000 results per term. Use more specific keywords, categories, or product IDs to cover more of the catalogue. **Does monitoring mode conflict with Apify schedules?** No — schedules decide *when* a run fires; monitor mode decides *what* is returned (only new/changed products). They work together. ### Need help? Open an issue on the actor's **Issues** tab with your input and what you expected — happy to help. # Actor input Schema ## `searchTerms` (type: `array`): Keywords to search on FairPrice (product names, brands, or categories). Each term is paginated up to the limits below. Example: \["milk", "kit kat", "olive oil"]. ## `startUrls` (type: `array`): FairPrice URLs to scrape — product pages (https://www.fairprice.com.sg/product/...), search result pages, or category pages. Category/search URLs are turned into a keyword search. ## `productIds` (type: `array`): Specific FairPrice product IDs to fetch directly (useful for monitoring a fixed basket of SKUs). ## `onOfferOnly` (type: `boolean`): Only output products that currently have a discount or multi-buy promotion. ## `minDiscountPercent` (type: `integer`): Only output products discounted by at least this percentage off the list price (leave empty for no minimum). ## `nutriGrades` (type: `array`): Only keep products with these Nutri-Grade ratings (A, B, C or D). Leave empty for all. ## `inStockOnly` (type: `boolean`): Skip products that are currently out of stock. ## `maxItems` (type: `integer`): Maximum number of products to write to the dataset across all searches. ## `maxItemsPerSearch` (type: `integer`): Optional per-term cap so one broad keyword doesn't use the whole budget. Leave empty to share the global limit. ## `monitorMode` (type: `boolean`): Remember products across runs and output only NEW products or ones whose price/stock/promotion changed (adds previousPrice & priceDelta). Ideal for daily price tracking. Works independently of Apify Scheduler. ## `monitorStoreName` (type: `string`): Named key-value store used to remember products between runs. Use a different name per tracked basket. ## `maxConcurrency` (type: `integer`): Maximum parallel requests to the FairPrice API. ## `proxyConfiguration` (type: `object`): Proxy settings. The FairPrice API has no anti-bot, so the default Apify datacenter proxy is fast and reliable. ## Actor input object example ```json { "searchTerms": [ "milk", "instant noodles" ], "startUrls": [], "productIds": [], "onOfferOnly": false, "nutriGrades": [], "inStockOnly": false, "maxItems": 100, "monitorMode": false, "monitorStoreName": "fairprice-monitor", "maxConcurrency": 4, "proxyConfiguration": { "useApifyProxy": true } } ``` # Actor output Schema ## `results` (type: `string`): All scraped FairPrice products in the default dataset. # 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 '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "searchTerms": [ "milk", "instant noodles" ], "startUrls": [], "productIds": [], "nutriGrades": [] }; // Run the Actor and wait for it to finish const run = await client.actor("scrapesage/fairprice-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 '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "searchTerms": [ "milk", "instant noodles", ], "startUrls": [], "productIds": [], "nutriGrades": [], } # Run the Actor and wait for it to finish run = client.actor("scrapesage/fairprice-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 '{ "searchTerms": [ "milk", "instant noodles" ], "startUrls": [], "productIds": [], "nutriGrades": [] }' | apify call scrapesage/fairprice-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=scrapesage/fairprice-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "FairPrice Scraper - Singapore Grocery Prices & Products", "description": "Scrape NTUC FairPrice (Singapore) grocery products: price, list price & discount, multi-buy promotions, Nutri-Grade, brand, barcode, country of origin, dietary (Halal), supplier, category, images, ratings & stock. Search by keyword or URL, filter, and monitor price drops. No browser.", "version": "0.1", "x-build-id": "AmTVlyB2gyVJYPqnC" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/scrapesage~fairprice-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-scrapesage-fairprice-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/scrapesage~fairprice-scraper/runs": { "post": { "operationId": "runs-sync-scrapesage-fairprice-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/scrapesage~fairprice-scraper/run-sync": { "post": { "operationId": "run-sync-scrapesage-fairprice-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", "properties": { "searchTerms": { "title": "Search terms", "type": "array", "description": "Keywords to search on FairPrice (product names, brands, or categories). Each term is paginated up to the limits below. Example: [\"milk\", \"kit kat\", \"olive oil\"].", "default": [ "milk" ], "items": { "type": "string" } }, "startUrls": { "title": "Start URLs (optional)", "type": "array", "description": "FairPrice URLs to scrape — product pages (https://www.fairprice.com.sg/product/...), search result pages, or category pages. Category/search URLs are turned into a keyword search.", "items": { "type": "object", "required": [ "url" ], "properties": { "url": { "type": "string", "title": "URL of a web page", "format": "uri" } } } }, "productIds": { "title": "Product IDs (optional)", "type": "array", "description": "Specific FairPrice product IDs to fetch directly (useful for monitoring a fixed basket of SKUs).", "items": { "type": "string" } }, "onOfferOnly": { "title": "On promotion only", "type": "boolean", "description": "Only output products that currently have a discount or multi-buy promotion.", "default": false }, "minDiscountPercent": { "title": "Minimum discount %", "minimum": 0, "maximum": 95, "type": "integer", "description": "Only output products discounted by at least this percentage off the list price (leave empty for no minimum)." }, "nutriGrades": { "title": "Nutri-Grade filter", "type": "array", "description": "Only keep products with these Nutri-Grade ratings (A, B, C or D). Leave empty for all.", "items": { "type": "string" } }, "inStockOnly": { "title": "In stock only", "type": "boolean", "description": "Skip products that are currently out of stock.", "default": false }, "maxItems": { "title": "Max products", "minimum": 1, "maximum": 100000, "type": "integer", "description": "Maximum number of products to write to the dataset across all searches.", "default": 100 }, "maxItemsPerSearch": { "title": "Max products per search term", "minimum": 1, "type": "integer", "description": "Optional per-term cap so one broad keyword doesn't use the whole budget. Leave empty to share the global limit." }, "monitorMode": { "title": "Monitor mode (only new / price-changed)", "type": "boolean", "description": "Remember products across runs and output only NEW products or ones whose price/stock/promotion changed (adds previousPrice & priceDelta). Ideal for daily price tracking. Works independently of Apify Scheduler.", "default": false }, "monitorStoreName": { "title": "Monitor store name", "type": "string", "description": "Named key-value store used to remember products between runs. Use a different name per tracked basket.", "default": "fairprice-monitor" }, "maxConcurrency": { "title": "Max concurrency", "minimum": 1, "maximum": 8, "type": "integer", "description": "Maximum parallel requests to the FairPrice API.", "default": 4 }, "proxyConfiguration": { "title": "Proxy configuration", "type": "object", "description": "Proxy settings. The FairPrice API has no anti-bot, so the default Apify datacenter proxy is fast and reliable.", "default": { "useApifyProxy": true } } } }, "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 } } } } } } } } } } ```