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Data Ops: Convert, Clean, Validate, Compare Files

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Convert CSV, Excel, JSON, XML, PDF and Office files. Clean CSV data, validate rows with rules or JSON Schema, compare two files by key columns, and make PDF or DOCX documents from templates. Works in bulk.

Pricing

from $4.00 / 1,000 file converteds

Rating

0.0

(0)

Developer

APIzilla

Actor stats

Bookmarked

Total users

Monthly active users

3 days ago

Last modified

Categories

Developer tools

Automation

You can access the Data Ops: Convert, Clean, Validate, Compare Files 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    "operation": "convert",
10    "inlineFiles": [{
11            "name": "customers.csv",
12            "content": """id;name;email;signup date
131; Anna Smith ;ANNA@EXAMPLE.COM;2026-01-05
142;Ben Lee;ben@example.com;05/02/2026
152;Ben Lee;ben@example.com;05/02/2026
16""",
17        }],
18    "targetFormat": "xlsx",
19}
20
21# Run the Actor and wait for it to finish
22run = client.actor("apizilla/data-ops-api").call(run_input=run_input)
23
24# Fetch and print Actor results from the run's dataset (if there are any)
25print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
26for item in client.dataset(run.default_dataset_id).iterate_items():
27    print(item)
28
29# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Data Ops: Convert, Clean, Validate, Compare Files API in Python

The Apify API client for Python is the official library that allows you to use Data Ops: Convert, Clean, Validate, Compare Files API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Data Ops: Convert, Clean, Validate, Compare Files API in JavaScript

Data Ops: Convert, Clean, Validate, Compare Files API through CLI

Data Ops: Convert, Clean, Validate, Compare Files OpenAPI definition

Data Ops: Convert, Clean, Validate, Compare Files API

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