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Send HTTP Requests in Bulk: Dataset, CSV or Sheet to REST API

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Sends every row of an Apify dataset, file or Google Sheet URL, or JSON array to any REST API as its own request. Templated URL, body and headers with {{field}} placeholders, auth presets, rate limits, retries. One result row per request. Charged per answered request. Agent-ready via x402 and MCP.

Pricing

from $3.50 / 1,000 requests

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Developer

Adam Pearce

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Monthly active users

13 days ago

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You can access the Send HTTP Requests in Bulk: Dataset, CSV or Sheet to REST API programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "data": [
10        {
11            "id": "1001",
12            "email": "ana@example.com",
13            "name": "Ana Silva",
14            "company": "Silva Ltd",
15            "plan": "Pro",
16            "mrr": 49,
17        },
18        {
19            "id": "1002",
20            "email": "ben@example.com",
21            "name": "Ben Okafor",
22            "company": "Okafor & Co",
23            "plan": "Starter",
24            "mrr": 19,
25        },
26        {
27            "id": "1003",
28            "email": "cara@example.com",
29            "name": "Cara Lind",
30            "company": "Lind Studio",
31            "plan": "Free",
32            "mrr": 0,
33        },
34    ],
35    "url": "https://httpbin.org/post",
36    "bodyTemplate": {
37        "properties": {
38            "Email": "{{email}}",
39            "Name": "{{name}}",
40            "Monthly value": "{{mrr}}",
41        },
42        "source": "apify",
43    },
44    "includeFields": ["email"],
45    "dryRun": True,
46}
47
48# Run the Actor and wait for it to finish
49run = client.actor("nerolabs/dataset-to-rest-api").call(run_input=run_input)
50
51# Fetch and print Actor results from the run's dataset (if there are any)
52print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
53for item in client.dataset(run.default_dataset_id).iterate_items():
54    print(item)
55
56# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Send Bulk HTTP Requests to Any API from CSV or Google Sheets API in Python

The Apify API client for Python is the official library that allows you to use Send HTTP Requests in Bulk: Dataset, CSV or Sheet to REST API API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Send HTTP Requests in Bulk: Dataset, CSV or Sheet to REST API API in JavaScript

Send HTTP Requests in Bulk: Dataset, CSV or Sheet to REST API API through CLI

Send HTTP Requests in Bulk: Dataset, CSV or Sheet to REST API OpenAPI definition

Send HTTP Requests in Bulk: Dataset, CSV or Sheet to REST API API

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Useful tools

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