# Singapore Transit Scraper — MRT, LRT, Bus via LTA DataMall (`jungle_synthesizer/singapore-transit-scraper`) Actor Singapore transit data via LTA DataMall REST API. Real-time bus arrivals, bus stops with coordinates, service inventories, bus routes with stop sequences, and MRT/LRT service alerts. Covers MRT, LRT, and bus services (SMRT, SBS Transit, Tower Transit, Go-Ahead). Free AccountKey required. - **URL**: https://apify.com/jungle\_synthesizer/singapore-transit-scraper.md - **Developed by:** [BowTiedRaccoon](https://apify.com/jungle_synthesizer) (community) - **Categories:** Travel, Business, Developer tools - **Stats:** 2 total users, 1 monthly users, 0.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing Pay per event 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 ## Singapore Transit Scraper — MRT, LRT, Bus via LTA DataMall Extracts Singapore public transit data from the [LTA DataMall REST API](https://datamall.lta.gov.sg/). Covers real-time bus arrivals, full bus stop inventories with GPS coordinates, bus service definitions, route-stop sequences, and live MRT/LRT service alerts — five modes, one actor, free government API. --- ### Singapore Transit Scraper Features - Extracts real-time bus arrival ETAs for any bus stop — next three buses, loading status, wheelchair access, bus type (single/double deck/bendy) - Returns the complete inventory of ~5,400 bus stops with latitude, longitude, and road name - Collects all ~600 bus service definitions including operator, first/last bus times by day type, and service category - Downloads ~30,000 bus route-stop records with stop sequences and cumulative distance from origin - Fetches current MRT/LRT service alerts — normal-service status or disruption details with affected segments and timestamps - Pure API — no browser, no proxy, no HTML parsing. DataMall is a public government endpoint with no geo-restrictions. - A valid LTA DataMall AccountKey is required. Registration is free at [datamall.lta.gov.sg](https://datamall.lta.gov.sg/content/datamall/en/request-for-api.html). --- ### What Can You Do with Singapore Transit Data? - **MaaS developers** — Build real-time arrival displays, trip planners, or transit apps on top of official LTA data rather than scraping operator websites - **Logistics and last-mile planners** — Map bus stop locations against delivery zones to identify coverage gaps or plan fleet positioning - **Urban mobility researchers** — Analyse Singapore's route network structure, service frequency by area, or first/last bus timing coverage - **Transit alert systems** — Monitor MRT/LRT disruptions in real time and trigger notifications for affected commuters or services - **Data journalists** — Track service changes, new routes, and LTA schedule adjustments over time - **Fintech and PropTech analysts** — Score properties by transit access using bus stop density, route counts, and MRT proximity --- ### How Singapore Transit Scraper Works 1. **Choose a mode.** Five modes cover different data types: `bus_arrival` for real-time ETAs, `bus_stops` / `bus_services` / `bus_routes` for the static network inventories, and `train_alerts` for live MRT/LRT status. 2. **Provide your LTA AccountKey.** The scraper passes it as the `AccountKey` header on every request. The DataMall API enforces authentication on all endpoints. 3. **The scraper calls the API.** For `bus_arrival` and `train_alerts`, it's a single request. For the three static modes, it pages through results in batches of 500 using `$skip` until it hits your `maxItems` limit or exhausts the dataset. 4. **Results land in the Apify dataset.** Each record is a flat JSON object. A `record_type` field tells you which mode produced it, so mixed exports stay sorted. --- ### Input ```json { "mode": "bus_arrival", "ltaApiKey": "your-lta-accountkey-here", "busStopCode": "83139", "serviceNo": "", "maxItems": 15, "sp_intended_usage": "Real-time bus arrival display for commuters", "sp_improvement_suggestions": "n/a" } ```` | Field | Type | Default | Description | |-------|------|---------|-------------| | `mode` | string | `bus_arrival` | Which dataset to fetch. One of: `bus_arrival`, `bus_stops`, `bus_services`, `bus_routes`, `train_alerts`. | | `ltaApiKey` | string | *(required)* | Your LTA DataMall AccountKey. Free registration at datamall.lta.gov.sg. | | `busStopCode` | string | `83139` | 5-digit bus stop code. Required for `bus_arrival` mode. Run `bus_stops` mode to find codes. | | `serviceNo` | string | *(empty)* | Filter by bus service number (e.g. `857`, `65M`). Optional — omit to return all services at the stop. | | `maxItems` | integer | `15` | Max records to return. Caps pagination for `bus_stops`, `bus_services`, and `bus_routes`. Set high for full inventories. | **Additional examples by mode:** ```json { "mode": "bus_stops", "ltaApiKey": "your-lta-accountkey-here", "maxItems": 5400 } ``` ```json { "mode": "train_alerts", "ltaApiKey": "your-lta-accountkey-here", "maxItems": 10 } ``` *** ### Singapore Transit Scraper Output Fields Output varies by mode. Every record includes `record_type`, `source_url`, and `scraped_at`. #### bus\_arrival ```json { "record_type": "arrival", "operator": "SMRT", "service_no": "858", "stop_code": "83139", "eta_1_time": "2026-05-05T06:14:22.000Z", "eta_1_minutes": 3, "eta_1_load": "SEA", "eta_1_feature": "WAB", "eta_1_type": "SD", "eta_2_time": "2026-05-05T06:23:10.000Z", "eta_2_minutes": 12, "eta_2_load": "SDA", "eta_2_type": "DD", "eta_3_time": "2026-05-05T06:34:55.000Z", "eta_3_minutes": 23, "eta_3_load": "SEA", "eta_3_type": "SD", "bus_load": "SEA", "bus_feature": "WAB", "source_url": "https://datamall2.mytransport.sg/ltaodataservice/v3/BusArrival?BusStopCode=83139", "scraped_at": "2026-05-05T06:11:00.000Z" } ``` | Field | Type | Description | |-------|------|-------------| | `record_type` | string | Always `arrival` for this mode | | `operator` | string | Bus operator: SMRT, SBS Transit, Tower Transit, Go-Ahead Singapore | | `service_no` | string | Bus service number | | `stop_code` | string | 5-digit bus stop code | | `eta_1_time` | string | ISO 8601 arrival time for next bus | | `eta_1_minutes` | number | Minutes until next bus arrives | | `eta_1_load` | string | SEA (seats available), SDA (standing available), LSD (limited standing) | | `eta_1_feature` | string | WAB = wheelchair accessible bus | | `eta_1_type` | string | SD = single deck, DD = double deck, BD = bendy | | `eta_2_time` | string | Arrival time for 2nd next bus | | `eta_2_minutes` | number | Minutes until 2nd next bus | | `eta_2_load` | string | Passenger load for 2nd bus | | `eta_2_type` | string | Bus type for 2nd bus | | `eta_3_time` | string | Arrival time for 3rd next bus | | `eta_3_minutes` | number | Minutes until 3rd next bus | | `eta_3_load` | string | Passenger load for 3rd bus | | `eta_3_type` | string | Bus type for 3rd bus | | `bus_load` | string | Alias for `eta_1_load` | | `bus_feature` | string | Alias for `eta_1_feature` | | `source_url` | string | DataMall endpoint URL | | `scraped_at` | string | ISO 8601 extraction timestamp | #### bus\_stops ```json { "record_type": "stop", "stop_code": "83139", "stop_name": "Bedok Int", "road_name": "New Upper Changi Rd", "latitude": 1.32479, "longitude": 103.93002, "source_url": "https://datamall2.mytransport.sg/ltaodataservice/BusStops?$skip=0", "scraped_at": "2026-05-05T06:11:00.000Z" } ``` | Field | Type | Description | |-------|------|-------------| | `record_type` | string | Always `stop` | | `stop_code` | string | 5-digit bus stop code | | `stop_name` | string | Official stop name / description | | `road_name` | string | Road the stop is on | | `latitude` | number | WGS84 latitude | | `longitude` | number | WGS84 longitude | #### bus\_services ```json { "record_type": "service", "service_no": "858", "operator": "SMRT", "direction": 1, "service_type": "TRUNK", "category": "TRUNK", "origin_code": "46009", "destination_code": "84009", "loop_desc": "", "first_bus_weekday": "0430", "last_bus_weekday": "2330", "first_bus_saturday": "0500", "last_bus_saturday": "2330", "first_bus_sunday": "0530", "last_bus_sunday": "2330", "source_url": "https://datamall2.mytransport.sg/ltaodataservice/BusServices?$skip=0", "scraped_at": "2026-05-05T06:11:00.000Z" } ``` | Field | Type | Description | |-------|------|-------------| | `record_type` | string | Always `service` | | `service_no` | string | Bus service number | | `operator` | string | Bus operator | | `direction` | number | 1 = outbound, 2 = inbound | | `service_type` | string | Service category | | `category` | string | EXPRESS, FEEDER, INDUSTRIAL, TOWNLINK, TRUNK, NIGHT SERVICE, CITY\_DIRECT, FLAT\_FEE\_BUS | | `origin_code` | string | First stop code | | `destination_code` | string | Last stop code | | `loop_desc` | string | Loop terminal description (looping services only) | | `first_bus_weekday` | string | First departure time on weekdays (HHMM) | | `last_bus_weekday` | string | Last departure time on weekdays (HHMM) | | `first_bus_saturday` | string | First departure on Saturdays (HHMM) | | `last_bus_saturday` | string | Last departure on Saturdays (HHMM) | | `first_bus_sunday` | string | First departure on Sundays/PH (HHMM) | | `last_bus_sunday` | string | Last departure on Sundays/PH (HHMM) | #### bus\_routes ```json { "record_type": "route_stop", "service_no": "858", "operator": "SMRT", "direction": 1, "sequence": 1, "stop_code": "46009", "distance_km": 0.0, "first_bus_weekday": "0430", "last_bus_weekday": "2330", "first_bus_saturday": "0500", "last_bus_saturday": "2330", "first_bus_sunday": "0530", "last_bus_sunday": "2330", "source_url": "https://datamall2.mytransport.sg/ltaodataservice/BusRoutes?$skip=0", "scraped_at": "2026-05-05T06:11:00.000Z" } ``` | Field | Type | Description | |-------|------|-------------| | `record_type` | string | Always `route_stop` | | `service_no` | string | Bus service number | | `operator` | string | Bus operator | | `direction` | number | 1 = outbound, 2 = inbound | | `sequence` | number | Stop sequence on this route (1-based) | | `stop_code` | string | 5-digit bus stop code | | `distance_km` | number | Cumulative distance from route origin in km | | `first_bus_weekday` | string | First departure from this stop on weekdays (HHMM) | | `last_bus_weekday` | string | Last departure from this stop on weekdays (HHMM) | | `first_bus_saturday` | string | First departure on Saturdays (HHMM) | | `last_bus_saturday` | string | Last departure on Saturdays (HHMM) | | `first_bus_sunday` | string | First departure on Sundays/PH (HHMM) | | `last_bus_sunday` | string | Last departure on Sundays/PH (HHMM) | #### train\_alerts ```json { "record_type": "train_alert", "train_alert_status": "Disrupted", "affected_segments": "CCL:City:Caldecott:Bartley", "train_alert_message": "05:00-CCL-Planned Service Adjustment. Circle Line train services will end earlier at 11.00pm on Saturday nights.", "train_alert_created_at": "2026-04-10T00:15:58.000Z", "source_url": "https://datamall2.mytransport.sg/ltaodataservice/TrainServiceAlerts", "scraped_at": "2026-05-05T06:11:00.000Z" } ``` | Field | Type | Description | |-------|------|-------------| | `record_type` | string | Always `train_alert` | | `train_alert_status` | string | `Normal` or `Disrupted` | | `affected_segments` | string | MRT/LRT segments affected, comma-separated (empty when Normal) | | `train_alert_message` | string | Human-readable alert text from LTA | | `train_alert_created_at` | string | ISO 8601 timestamp of the alert | *** ### FAQ #### How do I get an LTA DataMall API key? Singapore Transit Scraper requires a free AccountKey from [LTA DataMall](https://datamall.lta.gov.sg/content/datamall/en/request-for-api.html). Fill out the registration form — name, company, email, intended use — and LTA sends the key by email. Registration is free for any use case. Most applicants receive their key within a business day. #### How much does Singapore Transit Scraper cost to run? Singapore Transit Scraper charges $0.10 per actor start plus $0.0008 per record. A full bus stop inventory (~5,400 records) runs roughly $4.40 total. Real-time arrivals for a single stop return 3–15 records, making it a few cents per call. Train alerts return a handful of messages at most. #### What transit data does LTA DataMall provide? Singapore Transit Scraper wraps five LTA DataMall datasets: real-time bus arrivals, the complete bus stop network (~5,400 stops with GPS), all bus services (~600), bus route-stop sequences (~30,000 records), and current MRT/LRT alerts. MRT timetables, taxi availability, ERP gantry data, and parking availability are separate DataMall endpoints not covered in this actor. #### Does Singapore Transit Scraper need proxies? No. LTA DataMall is a Singapore government API with no geo-restrictions and no aggressive rate limiting. The scraper runs without proxy configuration and adds a 200ms courtesy delay between paginated requests. #### Can I get arrivals for multiple bus stops in one run? `bus_arrival` mode takes one `busStopCode` per actor run. To query multiple stops, trigger parallel runs via the Apify API. Use `bus_stops` mode first to build a complete stop list with codes. *** ### Need More Features? Need additional DataMall endpoints, multi-stop arrival batching, or scheduled monitoring? [File a request](https://console.apify.com/actors/issues) or get in touch. ### Why Use Singapore Transit Scraper? - **Official data** — Sourced directly from LTA DataMall, Singapore's authoritative transit data source. The same data that powers the MyTransport.SG app. - **Five datasets in one actor** — Real-time arrivals, bus stops, services, routes, and train alerts without managing multiple API integrations or paginating $skip loops yourself. - **No infrastructure overhead** — No browser, no proxy, no fragile HTML parsing. DataMall returns clean JSON; Singapore Transit Scraper normalizes it into flat records and handles pagination, retries, and rate limiting. # Actor input Schema ## `sp_intended_usage` (type: `string`): Please describe how you plan to use the data extracted by this crawler. ## `sp_improvement_suggestions` (type: `string`): Provide any feedback or suggestions for improvements. ## `sp_contact` (type: `string`): Provide your email address so we can get in touch with you. ## `mode` (type: `string`): What to extract. bus\_arrival returns real-time arrivals for a bus stop. bus\_stops returns all bus stops with coordinates. bus\_services returns all bus service definitions. bus\_routes returns all bus routes with stop sequences. train\_alerts returns current MRT/LRT disruption notices. ## `ltaApiKey` (type: `string`): Your AccountKey from LTA DataMall (datamall.lta.gov.sg). Free registration required. Leave blank only if an OrbTop shared key is configured — check actor docs for availability. ## `busStopCode` (type: `string`): 5-digit bus stop code. Required for bus\_arrival mode. Example: 83139 (Bedok Interchange). Find codes via bus\_stops mode. ## `serviceNo` (type: `string`): Filter by bus service number (e.g. '857', '65'). Optional — when empty returns all services at the stop. ## `maxItems` (type: `integer`): Maximum records to return. Applies to bus\_stops, bus\_services, and bus\_routes pagination. Set 15 or lower for fast test runs. Full inventories: bus\_stops ~5400, bus\_services ~600, bus\_routes ~30000. ## `proxyConfiguration` (type: `object`): Proxy not required — LTA DataMall is a public government API with no geo-restrictions. Default: no proxy. ## Actor input object example ```json { "sp_intended_usage": "Describe your intended use...", "sp_improvement_suggestions": "Share your suggestions here...", "sp_contact": "Share your email here...", "mode": "bus_arrival", "busStopCode": "83139", "maxItems": 15, "proxyConfiguration": { "useApifyProxy": false } } ``` # Actor output Schema ## `results` (type: `string`): No description # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "sp_intended_usage": "Describe your intended use...", "sp_improvement_suggestions": "Share your suggestions here...", "sp_contact": "Share your email here...", "mode": "bus_arrival", "ltaApiKey": "", "busStopCode": "83139", "serviceNo": "", "maxItems": 15, "proxyConfiguration": { "useApifyProxy": false } }; // Run the Actor and wait for it to finish const run = await client.actor("jungle_synthesizer/singapore-transit-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 = { "sp_intended_usage": "Describe your intended use...", "sp_improvement_suggestions": "Share your suggestions here...", "sp_contact": "Share your email here...", "mode": "bus_arrival", "ltaApiKey": "", "busStopCode": "83139", "serviceNo": "", "maxItems": 15, "proxyConfiguration": { "useApifyProxy": False }, } # Run the Actor and wait for it to finish run = client.actor("jungle_synthesizer/singapore-transit-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 '{ "sp_intended_usage": "Describe your intended use...", "sp_improvement_suggestions": "Share your suggestions here...", "sp_contact": "Share your email here...", "mode": "bus_arrival", "ltaApiKey": "", "busStopCode": "83139", "serviceNo": "", "maxItems": 15, "proxyConfiguration": { "useApifyProxy": false } }' | apify call jungle_synthesizer/singapore-transit-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=jungle_synthesizer/singapore-transit-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Singapore Transit Scraper — MRT, LRT, Bus via LTA DataMall", "description": "Singapore transit data via LTA DataMall REST API. Real-time bus arrivals, bus stops with coordinates, service inventories, bus routes with stop sequences, and MRT/LRT service alerts. Covers MRT, LRT, and bus services (SMRT, SBS Transit, Tower Transit, Go-Ahead). Free AccountKey required.", "version": "1.0", "x-build-id": "dApXm6ZvRJk6mMrES" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/jungle_synthesizer~singapore-transit-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-jungle_synthesizer-singapore-transit-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/jungle_synthesizer~singapore-transit-scraper/runs": { "post": { "operationId": "runs-sync-jungle_synthesizer-singapore-transit-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/jungle_synthesizer~singapore-transit-scraper/run-sync": { "post": { "operationId": "run-sync-jungle_synthesizer-singapore-transit-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": [ "sp_intended_usage", "sp_improvement_suggestions" ], "properties": { "sp_intended_usage": { "title": "What is the intended usage of this data?", "minLength": 1, "type": "string", "description": "Please describe how you plan to use the data extracted by this crawler." }, "sp_improvement_suggestions": { "title": "How can we improve this crawler for you?", "minLength": 1, "type": "string", "description": "Provide any feedback or suggestions for improvements." }, "sp_contact": { "title": "Contact Email", "minLength": 1, "type": "string", "description": "Provide your email address so we can get in touch with you." }, "mode": { "title": "Scrape Mode", "enum": [ "bus_arrival", "bus_stops", "bus_services", "bus_routes", "train_alerts" ], "type": "string", "description": "What to extract. bus_arrival returns real-time arrivals for a bus stop. bus_stops returns all bus stops with coordinates. bus_services returns all bus service definitions. bus_routes returns all bus routes with stop sequences. train_alerts returns current MRT/LRT disruption notices.", "default": "bus_arrival" }, "ltaApiKey": { "title": "LTA DataMall API Key", "type": "string", "description": "Your AccountKey from LTA DataMall (datamall.lta.gov.sg). Free registration required. Leave blank only if an OrbTop shared key is configured — check actor docs for availability." }, "busStopCode": { "title": "Bus Stop Code", "type": "string", "description": "5-digit bus stop code. Required for bus_arrival mode. Example: 83139 (Bedok Interchange). Find codes via bus_stops mode." }, "serviceNo": { "title": "Bus Service Number", "type": "string", "description": "Filter by bus service number (e.g. '857', '65'). Optional — when empty returns all services at the stop." }, "maxItems": { "title": "Max Items", "type": "integer", "description": "Maximum records to return. Applies to bus_stops, bus_services, and bus_routes pagination. Set 15 or lower for fast test runs. Full inventories: bus_stops ~5400, bus_services ~600, bus_routes ~30000.", "default": 15 }, "proxyConfiguration": { "title": "Proxy configuration", "type": "object", "description": "Proxy not required — LTA DataMall is a public government API with no geo-restrictions. Default: no proxy." } } }, "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 } } } } } } } } } } ```