pypinfo is a simple CLI to access PyPI download statistics via Google's BigQuery.

Overview

pypinfo: View PyPI download statistics with ease.

https://img.shields.io/pypi/v/pypinfo.svg?style=flat-square https://img.shields.io/pypi/pyversions/pypinfo.svg?style=flat-square https://img.shields.io/badge/license-MIT-blue.svg?style=flat-square https://img.shields.io/badge/code%20style-black-000000.svg?style=flat-square

pypinfo is a simple CLI to access PyPI download statistics via Google's BigQuery.

Installation

pypinfo is distributed on PyPI as a universal wheel and is available on Linux/macOS and Windows and supports Python 3.6+.

This is relatively painless, I swear.

Create project

  1. Go to https://bigquery.cloud.google.com.

  2. Sign up if you haven't already. The first TB of queried data each month is free. Each additional TB is $5.

  3. Go to https://console.developers.google.com/cloud-resource-manager and click CREATE PROJECT if you don't already have one:

    https://user-images.githubusercontent.com/1324225/47172949-6f4ea880-d315-11e8-8587-8b8117efeae9.png
  4. This takes you to https://console.developers.google.com/projectcreate. Fill out the form and click CREATE. Any name is fine, but I recommend you choose something to do with PyPI like pypinfo. This way you know what the project is designated for:

    https://user-images.githubusercontent.com/1324225/47173020-986f3900-d315-11e8-90ab-4b2ecd85b88e.png
  5. The next page should show your new project. If not, reload the page and select from the top menu:

    https://user-images.githubusercontent.com/1324225/47173170-0b78af80-d316-11e8-879e-01f34e139b80.png

Enable BigQuery API

  1. Go to https://console.cloud.google.com/apis/api/bigquery-json.googleapis.com/overview and make sure the correct project is chosen using the drop-down on top. Click the ENABLE button:

    https://user-images.githubusercontent.com/1324225/47173408-a6718980-d316-11e8-94c2-a17ff54fc389.png
  2. After enabling, click CREATE CREDENTIALS:

    https://user-images.githubusercontent.com/1324225/47173432-bc7f4a00-d316-11e8-8152-6a0e6cfab70f.png
  3. Choose the "BigQuery API" and "No, I'm not using them":

    https://user-images.githubusercontent.com/1324225/47173510-ec2e5200-d316-11e8-8508-2bfbb8f6b02f.png
  4. Fill in a name, and select role "BigQuery User" (if the "BigQuery" is not an option in the list, wait 15-20 minutes and try creating the credentials again), and select a JSON key:

    https://user-images.githubusercontent.com/1324225/47173576-18e26980-d317-11e8-8bfe-e4775d965e32.png
  5. Click continue and the JSON will download to your computer. Note the download location. Move the file wherever you want:

https://user-images.githubusercontent.com/1324225/47173614-331c4780-d317-11e8-9ed2-fc76557a2bf6.png
  1. pip install pypinfo
  2. pypinfo --auth path/to/your_credentials.json, or set an environment variable GOOGLE_APPLICATION_CREDENTIALS that points to the file.

Usage

$ pypinfo
Usage: pypinfo [OPTIONS] [PROJECT] [FIELDS]... COMMAND [ARGS]...

  Valid fields are:

  project | version | file | pyversion | percent3 | percent2 | impl | impl-version |

  openssl | date | month | year | country | installer | installer-version |

  setuptools-version | system | system-release | distro | distro-version | cpu |

  libc | libc-version

Options:
  -a, --auth TEXT         Path to Google credentials JSON file.
  --run / --test          --test simply prints the query.
  -j, --json              Print data as JSON, with keys `rows` and `query`.
  -i, --indent INTEGER    JSON indentation level.
  -t, --timeout INTEGER   Milliseconds. Default: 120000 (2 minutes)
  -l, --limit TEXT        Maximum number of query results. Default: 10
  -d, --days TEXT         Number of days in the past to include. Default: 30
  -sd, --start-date TEXT  Must be negative or YYYY-MM[-DD]. Default: -31
  -ed, --end-date TEXT    Must be negative or YYYY-MM[-DD]. Default: -1
  -m, --month TEXT        Shortcut for -sd & -ed for a single YYYY-MM month.
  -w, --where TEXT        WHERE conditional. Default: file.project = "project"
  -o, --order TEXT        Field to order by. Default: download_count
  --all                   Show downloads by all installers, not only pip.
  -pc, --percent          Print percentages.
  -md, --markdown         Output as Markdown.
  -v, --verbose           Print debug messages to stderr.
  --version               Show the version and exit.
  -h, --help              Show this message and exit.

pypinfo accepts 0 or more options, followed by exactly 1 project, followed by 0 or more fields. By default only the last 30 days are queried. Let's take a look at some examples!

Tip: If queries are resulting in NoneType errors, increase timeout.

Downloads for a project

$ pypinfo requests
Served from cache: False
Data processed: 2.83 GiB
Data billed: 2.83 GiB
Estimated cost: $0.02

| download_count |
| -------------- |
|    116,353,535 |

All downloads

$ pypinfo ""
Served from cache: False
Data processed: 116.15 GiB
Data billed: 116.15 GiB
Estimated cost: $0.57

| download_count |
| -------------- |
|  8,642,447,168 |

Downloads for a project by Python version

$ pypinfo django pyversion
Served from cache: False
Data processed: 967.33 MiB
Data billed: 968.00 MiB
Estimated cost: $0.01

| python_version | download_count |
| -------------- | -------------- |
| 3.8            |      1,735,967 |
| 3.6            |      1,654,871 |
| 3.7            |      1,326,423 |
| 2.7            |        876,621 |
| 3.9            |        524,570 |
| 3.5            |        258,609 |
| 3.4            |         12,769 |
| 3.10           |          3,050 |
| 3.3            |            225 |
| 2.6            |            158 |
| Total          |      6,393,263 |

All downloads by country code

$ pypinfo "" country
Served from cache: False
Data processed: 150.40 GiB
Data billed: 150.40 GiB
Estimated cost: $0.74

| country | download_count |
| ------- | -------------- |
| US      |  6,614,473,568 |
| IE      |    336,037,059 |
| IN      |    192,914,402 |
| DE      |    186,968,946 |
| NL      |    182,691,755 |
| None    |    141,753,357 |
| BE      |    111,234,463 |
| GB      |    109,539,219 |
| SG      |    106,375,274 |
| FR      |     86,036,896 |
| Total   |  8,068,024,939 |

Downloads for a project by system and distribution

$ pypinfo cryptography system distro
Served from cache: False
Data processed: 2.52 GiB
Data billed: 2.52 GiB
Estimated cost: $0.02

| system_name | distro_name                     | download_count |
| ----------- | ------------------------------- | -------------- |
| Linux       | Ubuntu                          |     19,524,538 |
| Linux       | Debian GNU/Linux                |     11,662,104 |
| Linux       | Alpine Linux                    |      3,105,553 |
| Linux       | Amazon Linux AMI                |      2,427,975 |
| Linux       | Amazon Linux                    |      2,374,869 |
| Linux       | CentOS Linux                    |      1,955,181 |
| Windows     | None                            |      1,522,069 |
| Linux       | CentOS                          |        568,370 |
| Darwin      | macOS                           |        489,859 |
| Linux       | Red Hat Enterprise Linux Server |        296,858 |
| Total       |                                 |     43,927,376 |

Most popular projects in the past year

$ pypinfo --days 365 "" project
Served from cache: False
Data processed: 1.69 TiB
Data billed: 1.69 TiB
Estimated cost: $8.45

| project         | download_count |
| --------------- | -------------- |
| urllib3         |  1,382,528,406 |
| six             |  1,172,798,441 |
| botocore        |  1,053,169,690 |
| requests        |    995,387,353 |
| setuptools      |    992,794,567 |
| certifi         |    948,518,394 |
| python-dateutil |    934,709,454 |
| idna            |    929,781,443 |
| s3transfer      |    877,565,186 |
| chardet         |    854,744,674 |
| Total           | 10,141,997,608 |

Downloads between two YYYY-MM-DD dates

$ pypinfo --start-date 2018-04-01 --end-date 2018-04-30 setuptools
Served from cache: False
Data processed: 571.37 MiB
Data billed: 572.00 MiB
Estimated cost: $0.01

| download_count |
| -------------- |
|      8,972,826 |

Downloads between two YYYY-MM dates

  • A yyyy-mm --start-date defaults to the first day of the month
  • A yyyy-mm --end-date defaults to the last day of the month
$ pypinfo --start-date 2018-04 --end-date 2018-04 setuptools
Served from cache: False
Data processed: 571.37 MiB
Data billed: 572.00 MiB
Estimated cost: $0.01

| download_count |
| -------------- |
|      8,972,826 |

Downloads for a single YYYY-MM month

$ pypinfo --month 2018-04 setuptools
Served from cache: False
Data processed: 571.37 MiB
Data billed: 572.00 MiB
Estimated cost: $0.01

| download_count |
| -------------- |
|      8,972,826 |

Percentage of Python 3 downloads of the top 100 projects in the past year

Let's use --test to only see the query instead of sending it.

$ pypinfo --test --days 365 --limit 100 "" project percent3
SELECT
  file.project as project,
  ROUND(100 * SUM(CASE WHEN REGEXP_EXTRACT(details.python, r"^([^\.]+)") = "3" THEN 1 ELSE 0 END) / COUNT(*), 1) as percent_3,
  COUNT(*) as download_count,
FROM `bigquery-public-data.pypi.file_downloads`
WHERE timestamp BETWEEN TIMESTAMP_ADD(CURRENT_TIMESTAMP(), INTERVAL -366 DAY) AND TIMESTAMP_ADD(CURRENT_TIMESTAMP(), INTERVAL -1 DAY)
  AND details.installer.name = "pip"
GROUP BY
  project
ORDER BY
  download_count DESC
LIMIT 100

Credits

Changelog

Important changes are emphasized.

Unreleased

19.0.0

  • Update dataset to the new Google-hosted location

18.0.1

  • Fix usage of date ranges

18.0.0

  • Use the clustered data table and standard SQL for lower query costs

17.0.0

  • Add support for libc & libc-version fields

16.0.2

  • Update TinyDB and Tinyrecord dependencies for compatibility

16.0.1

  • Pin TinyDB<4, Tinyrecord does not yet support TinyDB v4

16.0.0

  • Allow yyyy-mm[-dd] --start-date and --end-date:
    • A yyyy-mm --start-date defaults to the first day of the month
    • A yyyy-mm --end-date defaults to the last day of the month
  • Add --month as a shortcut to --start-date and --end-date for a single yyyy-mm month
  • Add --verbose option to print credentials location
  • Update installation instructions
  • Enforce black code style

15.0.0

  • Allow yyyy-mm-dd dates
  • Add --all option, default to only showing downloads via pip
  • Add download total row

14.0.0

  • Added new file field!

13.0.0

  • Added last_update JSON key, which is a UTC timestamp.

12.0.0

  • Breaking: JSON output is now a mapping with keys rows, which is all the data that was previously outputted, and query, which is relevant metadata.
  • Increased the resolution of percentages.

11.0.0

  • Fixed JSON output.

10.0.0

  • Fixed custom field ordering.

9.0.0

  • Added new BigQuery usage stats.
  • Lowered the default number of results to 10 from 20.
  • Updated examples.
  • Fixed table formatting regression.

8.0.0

  • Updated google-cloud-bigquery dependency.

7.0.0

  • Output table is now in Markdown format for easy copying to GitHub issues and PRs.

6.0.0

  • Updated google-cloud-bigquery dependency.

5.0.0

  • Numeric output (non-json) is now prettier (thanks hugovk)
  • You can now filter results for only pip installs with the --pip flag (thanks hugovk)

4.0.0

3.0.1

  • Fix: project names are now normalized to adhere to PEP 503.

3.0.0

  • Breaking: --json option is now just a flag and prints output as prettified JSON.

2.0.0

  • Added --json path option.

1.0.0

  • Initial release
Owner
Ofek Lev
I like developing beautiful APIs.
Ofek Lev
Wik is use to get information about anything on the shell using Wikipedia.

WIK wik is a tool to view wikipedia pages from your terminal. It also let you search for any wikipedia up to date article on one query from your termi

Yash Singh 340 Dec 18, 2022
Several tools that can be added to your `PATH` to make your life easier.

CK-CLI Tools Several tools that can be added to your PATH to make your life easier. prettypath Prints the $PATH variable in a human-readable way. It a

Christopher Kumm 2 Apr 21, 2022
Tablicate - Python library for easy table creation and output to terminal

Tablicate Tablicate - Python library for easy table creation and output to terminal Features Column-wise justification alignment (left, right, center)

3 Dec 14, 2022
A terminal UI dashboard to monitor requests for code review across Github and Gitlab repositories.

A terminal UI dashboard to monitor requests for code review across Github and Gitlab repositories.

Kyle Harrison 150 Dec 14, 2022
A stupidly simple task list to keep you productive and focused.

StupidlySimple-TaskList A stupidly simple task list to keep you productive and focused. There is really nothing to it. This is a terminal-based script

Jack Soderstrom 1 Nov 28, 2021
🌌 A Python script to generate blog banners from command line.

Auto Blog Banner Generator A Python script to generate blog banners. This script is used at RavSam. The following image is an example of the blog bann

RavSam 10 Sep 20, 2022
tox-server is a command line tool which runs tox in a loop and calls it with commands from a remote CLI.

Tox Server tox-server is a command line tool which runs tox in a loop and calls it with commands from a remote CLI. It responds to commands via ZeroMQ

Alexander Rudy 3 Jan 10, 2022
Message commands extension for discord-py-interactions

interactions-message-commands Message commands extension for discord-py-interactions README IS NOT FINISHED YET BUT IT IS A GOOD START Installation pi

2 Aug 04, 2022
🖥️ A cross-platform modern shell.

Ergonomica WARNING: master on this repository is not the same as a stable release! Currently, this software is purely experimental, as I am cleaning i

813 Dec 27, 2022
Notion-cli-list-manager - A simple command-line tool for managing Notion databases

A simple command-line tool for managing Notion List databases. ✨

Giacomo Salici 75 Dec 04, 2022
A Simple Python CLI Lockpicking Tool

Cryptex a simple CLI lockpicking tool What can it do: Encode / Decode Hex Encode / Decode Base64 Break Randomly :D Requirements: Python3 Linux as your

Alex Kollar 23 Jul 04, 2022
CLI tool to fix linked references for dates.

Fix Logseq dates This is a CLI tool to fix the date references following a change in date format since the current version (0.4.4) of Logseq does not

Isaac Dadzie 5 May 18, 2022
A simple python script to execute a command when a YubiKey is disconnected

YubiKeyExecute A python script to execute a command when a YubiKey / YubiKeys are disconnected. ‏‏‎ ‎ How to use: 1. Download the latest release and d

6 Mar 12, 2022
AlienFX is a CLI and GUI utility to control the lighting effects of your Alienware computer.

AlienFX is a Linux utility to control the lighting effects of your Alienware computer. At present there is a CLI version (alienfx) and a gtk GUI versi

Stephen Harris 218 Dec 26, 2022
ServX | Bash Command as a Service

ServX | Bash Command as a Service Screenshots Instructions for running Run python3 servx.py. COMPATIBILITY TESTED ON ARCHLINUX(x64) & DEBIAN(x64) ONLY

ARPSyndicate 2 Mar 11, 2022
This a simple tool to query the awesome ippsec.rocks website from your terminal

ippsec-cli This a simple tool to query the awesome ippsec.rocks website from your terminal Installation and usage cd /opt git clone https://github.com

stark0de 5 Nov 26, 2022
A webmining CLI tool & library for python.

minet is a webmining command line tool & library for python (= 3.6) that can be used to collect and extract data from a large variety of web sources

médialab Sciences Po 165 Dec 17, 2022
A Python script for finding a food-truck based on latitude and longitude coordinates that you can run in your shell

Food Truck Finder Project Description This repository contains a Python script for finding a food-truck based on latitude and longitude coordinates th

1 Jan 22, 2022
nbcommands bring the goodness of Unix commands to Jupyter notebooks.

nbcommands nbcommands bring the goodness of Unix commands to Jupyter notebooks. Installation You can simply use pip to install nbcommands: $ pip insta

Vinayak Mehta 181 Dec 23, 2022
NudeNet wrapper made to provide a simple cli interface to the library

Nudenet Wrapper. Small warpper script for NudeNet Made to provide a small and easy to use cli interface with the library. You can indicate a single im

1 Oct 20, 2021