Under maintenance

Pricing

from $0.75 / csv preflight up to 1,000 rows

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CSV Import Preflight — Validate, Map & Audit

Under maintenance

Try for free

Validate CSV files against an explicit import contract. Get a prepared CSV, column mapping, raw-value-free issue report, reconciliation audit, and integrity manifest—without AI guesswork or silent data invention.

Pricing

from $0.75 / csv preflight up to 1,000 rows

Rating

0.0

(0)

Developer

François Tissier

Actor stats

Bookmarked

Total users

Monthly active users

4 days ago

Last modified

Categories

Automation

Business

Developer tools

You can access the CSV Import Preflight — Validate, Map & Audit 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
10# Run the Actor and wait for it to finish
11run = client.actor("frantz-ai-automation/csv-import-preflight").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
15for item in client.dataset(run.default_dataset_id).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

CSV Validator, Import Mapper & Data Quality Audit API in Python

The Apify API client for Python is the official library that allows you to use CSV Import Preflight — Validate, Map & Audit API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

CSV Import Preflight — Validate, Map & Audit API in JavaScript

CSV Import Preflight — Validate, Map & Audit API through CLI

CSV Import Preflight — Validate, Map & Audit OpenAPI definition

CSV Import Preflight — Validate, Map & Audit API

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