View PyPI download statistics with ease.
Project description
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 3.5+ and PyPy.
This is relatively painless, I swear.
Sign up if you haven’t already. The first TB of queried data each month is free. Each additional TB is $5.
Go to https://console.developers.google.com/cloud-resource-manager and create a new project if you don’t already have one. 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.
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 button on top to enable.
Follow https://cloud.google.com/storage/docs/authentication#generating-a-private-key to create credentials in JSON format. During creation, choose BigQuery User as role. (If BigQuery is not an option in the list, wait 15-20 minutes and try creating the credentials again.) After creation, note the download location. Move the file wherever you want.
pip install pypinfo
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 | pyversion | percent3 | percent2 | impl | impl-version |
openssl | date | month | year | country | installer | installer-version |
setuptools-version | system | system-release | distro | distro-version | cpu
Options:
-a, --auth TEXT Path to Google credentials JSON file.
--run / --test --test simply prints the query.
-j, --json Print data as JSON.
-t, --timeout INTEGER Milliseconds. Default: 120000 (2 minutes)
-l, --limit TEXT Maximum number of query results. Default: 20
-d, --days TEXT Number of days in the past to include. Default: 30
-sd, --start-date TEXT Must be negative. Default: -31
-ed, --end-date TEXT Must be negative. Default: -1
-w, --where TEXT WHERE conditional. Default: file.project = "project"
-o, --order TEXT Field to order by. Default: download_count
-p, --pip Only show installs by pip.
--version Show the version and exit.
--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
download_count
--------------
13,149,515All downloads
$ pypinfo ""
download_count
--------------
765,826,772Downloads for a project by Python version
$ pypinfo django pyversion
python_version download_count
-------------- --------------
2.7 611,777
3.6 259,357
3.5 200,749
3.4 104,585
None 97,813
2.6 6,318
3.7 2,342
3.3 2,106
3.2 365
2.4 11
1.17 10
2.5 8
3.1 1
2.1 1All downloads by country code
$ pypinfo "" country
country download_count
------- --------------
US 501,337,782
IE 29,547,697
CN 22,198,589
DE 21,641,064
GB 18,946,922
None 18,077,976
FR 15,593,846
BR 13,500,471
CA 13,098,341
AU 12,482,455
JP 12,390,691
RU 11,381,041
SG 11,326,902
IN 10,186,952
KR 8,141,791
NL 6,695,112
IL 3,381,433
ES 2,622,822
PL 2,408,438
NO 2,292,994Downloads for a project by system and distribution
$ pypinfo cryptography system distro
system_name distro_name download_count
----------- ------------------------------- --------------
Linux Ubuntu 1,949,204
Linux Debian GNU/Linux 407,626
Linux None 375,363
Linux CentOS Linux 251,467
None None 204,007
Windows None 174,763
Linux debian 116,972
Linux Amazon Linux AMI 106,790
Linux CentOS 99,851
Darwin macOS 81,554
Linux Raspbian GNU/Linux 68,696
Linux Red Hat Enterprise Linux Server 54,737
Linux Alpine Linux 46,135
Linux Fedora 27,746
Darwin OS X 16,918
Linux Linux 9,711
Linux openSUSE Leap 8,636
Linux Virtuozzo 7,978
Linux RedHatEnterpriseServer 5,789
FreeBSD None 4,899Most popular projects in the past year
$ pypinfo --days 365 "" project
project download_count
--------------- --------------
simplejson 327,946,463
six 214,930,152
python-dateutil 152,089,489
setuptools 149,294,971
botocore 146,935,887
pip 140,216,305
requests 137,229,399
pyasn1 134,867,638
docutils 126,916,467
jmespath 117,212,884
awscli 112,539,772
rsa 106,762,453
colorama 101,860,595
pyyaml 100,055,678
selenium 98,418,802
futures 92,938,638
s3transfer 91,310,210
awscli-cwlogs 66,183,214
cffi 65,383,612
pyparsing 63,603,014Percentage 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
TABLE_DATE_RANGE(
[the-psf:pypi.downloads],
DATE_ADD(CURRENT_TIMESTAMP(), -366, "day"),
DATE_ADD(CURRENT_TIMESTAMP(), -1, "day")
)
GROUP BY
project,
ORDER BY
download_count DESC
LIMIT 100Credits
Donald Stufft for maintaining PyPI all these years.
Paul Kehrer for his awesome blog post.
Changelog
Important changes are emphasized.
5.0.0
4.0.0
--order now works with all fields (thanks Brian Skinn)
Updated installation docs (thanks Brian Skinn)
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
Release history Release notifications | RSS feed
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