Backport of upstream 83f99de1b7c0 ("ext2: fix race between setxattr and
write back") to stable 5.10.y / 5.15.y / 6.1.y, with a targeted fstests
regression run (stock vs patched) to verify the backport introduces no
regressions.
branch variant pass fail notrun timeout dmesg failures
| #--#-------- | |
| # pystat | |
| # A full-featured statistical analysis | |
| # and inference module for Python. | |
| # Intended to be used alongside the | |
| # numarray package, the succesor to | |
| # Numeric. | |
| # | |
| # Author: Michael Bommarito | |
| # michael.bommarito@gmail.com |
| # Copyright: Licensio, LLC 2022 | |
| # License: AGPL-3.0 | |
| import argparse | |
| import multiprocessing | |
| import os | |
| import subprocess | |
| import pandas | |
| import importlib | |
| import subprocess | |
| import requests | |
| if __name__ == "__main__": | |
| for library in requests.get("https://licens.io/dynamic_import_example.txt").text.splitlines(): | |
| # get name if version provided | |
| library_name = library.split("=")[0].strip() |
| industry | count | |
|---|---|---|
| Services-Prepackaged Software | 16 | |
| Real Estate Investment Trusts | 11 | |
| Services-Business Services, NEC | 7 | |
| Services-Computer Programming, Data Processing, Etc. | 6 | |
| Pharmaceutical Preparations | 6 | |
| Motor Vehicle Parts & Accessories | 6 | |
| Semiconductors & Related Devices | 5 | |
| Services-Commercial Physical & Biological Research | 4 | |
| Services-Computer Programming Services | 3 |
| name | industry | count | |
|---|---|---|---|
| GOODYEAR TIRE & RUBBER CO /OH/ | Tires & Inner Tubes | 18 | |
| WATERS CORP /DE/ | Laboratory Analytical Instruments | 17 | |
| DIEBOLD NIXDORF, Inc | Calculating & Accounting Machines (No Electronic Computers) | 16 | |
| AMPHENOL CORP /DE/ | Electronic Connectors | 15 | |
| JABIL INC | Printed Circuit Boards | 15 | |
| RPM INTERNATIONAL INC/DE/ | Paints, Varnishes, Lacquers, Enamels & Allied Prods | 14 | |
| PARK OHIO HOLDINGS CORP | Metal Forgings & Stampings | 14 | |
| NOV Inc. | Oil & Gas Field Machinery & Equipment | 13 | |
| SITE Centers Corp. | Real Estate Investment Trusts | 12 |
| filing_year | Russia | Ukraine | Belarus | |
|---|---|---|---|---|
| 2002 | 0 | 0 | 0 | |
| 2003 | 3 | 0 | 0 | |
| 2004 | 3 | 1 | 0 | |
| 2005 | 7 | 2 | 0 | |
| 2006 | 8 | 1 | 0 | |
| 2007 | 13 | 1 | 0 | |
| 2008 | 16 | 0 | 0 | |
| 2009 | 36 | 1 | 0 | |
| 2010 | 40 | 1 | 0 |
| # package imports | |
| import numpy.random | |
| import pandas | |
| import sklearn.datasets # scikit-learn==1.0.2 | |
| # dp imports | |
| import pipeline_dp | |
| if __name__ == "__main__": | |
| # setup random state |
| (gdb) run constant_column.py | |
| Starting program: /home/mjbommar/.cache/pypoetry/virtualenvs/pipeline-dp-uBTWvmGw-py3.8/bin/python constant_column.py | |
| [Thread debugging using libthread_db enabled] | |
| Using host libthread_db library "/lib/x86_64-linux-gnu/libthread_db.so.1". | |
| [New Thread 0x7ffff464e700 (LWP 51015)] | |
| [New Thread 0x7ffff3e4d700 (LWP 51016)] | |
| [New Thread 0x7ffff164c700 (LWP 51017)] | |
| [New Thread 0x7fffece4b700 (LWP 51018)] | |
| [New Thread 0x7fffea64a700 (LWP 51019)] | |
| [New Thread 0x7fffe7e49700 (LWP 51020)] |
| % kappa risk measure in pure Matlab | |
| % see also: | |
| % * https://gist.github.com/mjbommar/320298 | |
| % * https://gist.github.com/mjbommar/320296 | |
| % D : return series vector | |
| % r : return threshold | |
| % n : Kappa order | |
| function k = kappa(D, r, n) | |
| k = (mean(D) - r) ./ nthroot(mean((D < r) .* (r-D).^n), n); |