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Python Code Runner - pip, pandas & Dataset In/Out

Try for free

Run your Python main() on rows from a Dataset, JSON or n8n in one API call. pip packages from a requirements field, pandas and openpyxl preinstalled, encrypted secrets as environment variables, rows back with per-item status.

Pricing

from $4.00 / 1,000 code runs

Rating

0.0

(0)

Developer

Vadim Bezrukov

Actor stats

Bookmarked

Total users

Monthly active users

2 days ago

Last modified

Categories

Developer tools

Automation

Integrations

You can access the Python Code Runner - pip, pandas & Dataset In/Out 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    "code": """import pandas as pd
10
11
12def main(rows, ctx):
13    df = pd.DataFrame(rows)
14    df[\"total\"] = df[\"price\"] * df[\"qty\"]
15    return df.sort_values(\"total\", ascending=False)
16""",
17    "callMode": "allItems",
18    "rows": [
19        {
20            "sku": "A-1",
21            "price": 12.5,
22            "qty": 4,
23        },
24        {
25            "sku": "B-2",
26            "price": 3.2,
27            "qty": 20,
28        },
29        {
30            "sku": "C-3",
31            "price": 99,
32            "qty": 1,
33        },
34    ],
35}
36
37# Run the Actor and wait for it to finish
38run = client.actor("automa-flow/python-code-runner").call(run_input=run_input)
39
40# Fetch and print Actor results from the run's dataset (if there are any)
41print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
42for item in client.dataset(run.default_dataset_id).iterate_items():
43    print(item)
44
45# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Python Code Runner with pip & pandas: Rows In, Rows Out API in Python

The Apify API client for Python is the official library that allows you to use Python Code Runner - pip, pandas & Dataset In/Out API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Python Code Runner - pip, pandas & Dataset In/Out API in JavaScript

Python Code Runner - pip, pandas & Dataset In/Out API through CLI

Python Code Runner - pip, pandas & Dataset In/Out OpenAPI definition

Python Code Runner - pip, pandas & Dataset In/Out API

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