# Python

Python runtimes include the standard [Python batteries](https://docs.python.org/3/tutorial/stdlib.html), plus additional libraries depending on the selected runtime: `Lite`, `Base`, or `Full`.

{% hint style="info" %}
The heavier the runtime, the longer your UbiFunction takes to execute or update after changes. **We recommend using the `Lite` version unless a heavier runtime is strictly required.**
{% endhint %}

### Lite <a href="#h_5860f0afab" id="h_5860f0afab"></a>

| Library  | Version |
| -------- | ------- |
| requests | 2.32.3  |

### Base <a href="#h_3496c389a7" id="h_3496c389a7"></a>

All libraries included in the `Lite` runtime, plus:

<table><thead><tr><th width="432">Library</th><th>Version</th></tr></thead><tbody><tr><td>pytz</td><td>2024.1</td></tr><tr><td>msgpack</td><td>1.0.8</td></tr><tr><td>httpx</td><td>0.27.0</td></tr><tr><td>aiohttp</td><td>3.9.5</td></tr><tr><td>lxml</td><td>5.2.2</td></tr><tr><td>numpy</td><td>2.0.0</td></tr><tr><td>pandas</td><td>2.2.2</td></tr><tr><td>python-aqi</td><td>0.6.1</td></tr></tbody></table>

### Full <a href="#h_a6f43dab0f" id="h_a6f43dab0f"></a>

{% hint style="success" %}
Only available to [Enterprise license](https://ubidots.com/enterprise) holders and above.
{% endhint %}

All libraries included in the `Base` runtime, plus:

| Library     | Version |
| ----------- | ------- |
| scrapy      | 2.11.2  |
| matplotlib  | 3.9.0   |
| arrow       | 1.3.0   |
| pymongo     | 4.8.0   |
| psycopg     | 3.1.18  |
| pyodbc      | 5.1.0   |
| stripe      | 8.7.0   |
| pytesseract | 0.3.10  |
| holidays    | 0.52    |
| zeep        | 4.2.1   |
| scipy       | 1.14.0  |
| pyod        | 1.1.2   |
| openpyxl    | 3.1.5   |


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