dvc
gwen
2 weeks ago
parent
225148ec5c
commit
6ad9dcad54
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# Add patterns of files dvc should ignore, which could improve
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# the performance. Learn more at
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# https://dvc.org/doc/user-guide/dvcignore
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<<<<<<< HEAD
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# ---> Python
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# Byte-compiled / optimized / DLL files
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__pycache__/
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*.py[cod]
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*$py.class
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# C extensions
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*.so
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# Distribution / packaging
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.Python
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build/
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develop-eggs/
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dist/
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downloads/
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eggs/
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.eggs/
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lib/
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lib64/
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parts/
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sdist/
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var/
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wheels/
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share/python-wheels/
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*.egg-info/
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.installed.cfg
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*.egg
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MANIFEST
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# PyInstaller
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# Usually these files are written by a python script from a template
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# before PyInstaller builds the exe, so as to inject date/other infos into it.
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*.manifest
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*.spec
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# Installer logs
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pip-log.txt
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pip-delete-this-directory.txt
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# Unit test / coverage reports
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htmlcov/
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.tox/
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.nox/
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.coverage
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.coverage.*
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.cache
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nosetests.xml
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coverage.xml
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*.cover
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*.py,cover
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.hypothesis/
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.pytest_cache/
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cover/
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# Translations
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*.mo
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*.pot
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|
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# Django stuff:
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*.log
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local_settings.py
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db.sqlite3
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db.sqlite3-journal
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# Flask stuff:
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instance/
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.webassets-cache
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# Scrapy stuff:
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.scrapy
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# Sphinx documentation
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docs/_build/
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# PyBuilder
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.pybuilder/
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target/
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# Jupyter Notebook
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.ipynb_checkpoints
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# IPython
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profile_default/
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ipython_config.py
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# pyenv
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# For a library or package, you might want to ignore these files since the code is
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# intended to run in multiple environments; otherwise, check them in:
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# .python-version
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# pipenv
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# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
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# However, in case of collaboration, if having platform-specific dependencies or dependencies
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# having no cross-platform support, pipenv may install dependencies that don't work, or not
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# install all needed dependencies.
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#Pipfile.lock
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# PEP 582; used by e.g. github.com/David-OConnor/pyflow
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__pypackages__/
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# Celery stuff
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celerybeat-schedule
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celerybeat.pid
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# SageMath parsed files
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*.sage.py
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|
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# Environments
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.env
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.venv
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env/
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venv/
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ENV/
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env.bak/
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venv.bak/
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|
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|
# Spyder project settings
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||||||
|
.spyderproject
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|
.spyproject
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# Rope project settings
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|
.ropeproject
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|
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# mkdocs documentation
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/site
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|
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# mypy
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.mypy_cache/
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.dmypy.json
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dmypy.json
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|
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# Pyre type checker
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|
.pyre/
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|
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# pytype static type analyzer
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.pytype/
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# Cython debug symbols
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|
cython_debug/
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=======
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/lines
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/toto
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/calcul
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>>>>>>> dfd15fb (first revision)
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@ -0,0 +1,319 @@
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GNU GENERAL PUBLIC LICENSE
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|
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|
Version 2, June 1991
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|
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|
Copyright (C) 1989, 1991 Free Software Foundation, Inc.
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|
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||||||
|
51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA
|
||||||
|
|
||||||
|
Everyone is permitted to copy and distribute verbatim copies of this license
|
||||||
|
document, but changing it is not allowed.
|
||||||
|
|
||||||
|
Preamble
|
||||||
|
|
||||||
|
The licenses for most software are designed to take away your freedom to share
|
||||||
|
and change it. By contrast, the GNU General Public License is intended to
|
||||||
|
guarantee your freedom to share and change free software--to make sure the
|
||||||
|
software is free for all its users. This General Public License applies to
|
||||||
|
most of the Free Software Foundation's software and to any other program whose
|
||||||
|
authors commit to using it. (Some other Free Software Foundation software
|
||||||
|
is covered by the GNU Lesser General Public License instead.) You can apply
|
||||||
|
it to your programs, too.
|
||||||
|
|
||||||
|
When we speak of free software, we are referring to freedom, not price. Our
|
||||||
|
General Public Licenses are designed to make sure that you have the freedom
|
||||||
|
to distribute copies of free software (and charge for this service if you
|
||||||
|
wish), that you receive source code or can get it if you want it, that you
|
||||||
|
can change the software or use pieces of it in new free programs; and that
|
||||||
|
you know you can do these things.
|
||||||
|
|
||||||
|
To protect your rights, we need to make restrictions that forbid anyone to
|
||||||
|
deny you these rights or to ask you to surrender the rights. These restrictions
|
||||||
|
translate to certain responsibilities for you if you distribute copies of
|
||||||
|
the software, or if you modify it.
|
||||||
|
|
||||||
|
For example, if you distribute copies of such a program, whether gratis or
|
||||||
|
for a fee, you must give the recipients all the rights that you have. You
|
||||||
|
must make sure that they, too, receive or can get the source code. And you
|
||||||
|
must show them these terms so they know their rights.
|
||||||
|
|
||||||
|
We protect your rights with two steps: (1) copyright the software, and (2)
|
||||||
|
offer you this license which gives you legal permission to copy, distribute
|
||||||
|
and/or modify the software.
|
||||||
|
|
||||||
|
Also, for each author's protection and ours, we want to make certain that
|
||||||
|
everyone understands that there is no warranty for this free software. If
|
||||||
|
the software is modified by someone else and passed on, we want its recipients
|
||||||
|
to know that what they have is not the original, so that any problems introduced
|
||||||
|
by others will not reflect on the original authors' reputations.
|
||||||
|
|
||||||
|
Finally, any free program is threatened constantly by software patents. We
|
||||||
|
wish to avoid the danger that redistributors of a free program will individually
|
||||||
|
obtain patent licenses, in effect making the program proprietary. To prevent
|
||||||
|
this, we have made it clear that any patent must be licensed for everyone's
|
||||||
|
free use or not licensed at all.
|
||||||
|
|
||||||
|
The precise terms and conditions for copying, distribution and modification
|
||||||
|
follow.
|
||||||
|
|
||||||
|
TERMS AND CONDITIONS FOR COPYING, DISTRIBUTION AND MODIFICATION
|
||||||
|
|
||||||
|
0. This License applies to any program or other work which contains a notice
|
||||||
|
placed by the copyright holder saying it may be distributed under the terms
|
||||||
|
of this General Public License. The "Program", below, refers to any such program
|
||||||
|
or work, and a "work based on the Program" means either the Program or any
|
||||||
|
derivative work under copyright law: that is to say, a work containing the
|
||||||
|
Program or a portion of it, either verbatim or with modifications and/or translated
|
||||||
|
into another language. (Hereinafter, translation is included without limitation
|
||||||
|
in the term "modification".) Each licensee is addressed as "you".
|
||||||
|
|
||||||
|
Activities other than copying, distribution and modification are not covered
|
||||||
|
by this License; they are outside its scope. The act of running the Program
|
||||||
|
is not restricted, and the output from the Program is covered only if its
|
||||||
|
contents constitute a work based on the Program (independent of having been
|
||||||
|
made by running the Program). Whether that is true depends on what the Program
|
||||||
|
does.
|
||||||
|
|
||||||
|
1. You may copy and distribute verbatim copies of the Program's source code
|
||||||
|
as you receive it, in any medium, provided that you conspicuously and appropriately
|
||||||
|
publish on each copy an appropriate copyright notice and disclaimer of warranty;
|
||||||
|
keep intact all the notices that refer to this License and to the absence
|
||||||
|
of any warranty; and give any other recipients of the Program a copy of this
|
||||||
|
License along with the Program.
|
||||||
|
|
||||||
|
You may charge a fee for the physical act of transferring a copy, and you
|
||||||
|
may at your option offer warranty protection in exchange for a fee.
|
||||||
|
|
||||||
|
2. You may modify your copy or copies of the Program or any portion of it,
|
||||||
|
thus forming a work based on the Program, and copy and distribute such modifications
|
||||||
|
or work under the terms of Section 1 above, provided that you also meet all
|
||||||
|
of these conditions:
|
||||||
|
|
||||||
|
a) You must cause the modified files to carry prominent notices stating that
|
||||||
|
you changed the files and the date of any change.
|
||||||
|
|
||||||
|
b) You must cause any work that you distribute or publish, that in whole or
|
||||||
|
in part contains or is derived from the Program or any part thereof, to be
|
||||||
|
licensed as a whole at no charge to all third parties under the terms of this
|
||||||
|
License.
|
||||||
|
|
||||||
|
c) If the modified program normally reads commands interactively when run,
|
||||||
|
you must cause it, when started running for such interactive use in the most
|
||||||
|
ordinary way, to print or display an announcement including an appropriate
|
||||||
|
copyright notice and a notice that there is no warranty (or else, saying that
|
||||||
|
you provide a warranty) and that users may redistribute the program under
|
||||||
|
these conditions, and telling the user how to view a copy of this License.
|
||||||
|
(Exception: if the Program itself is interactive but does not normally print
|
||||||
|
such an announcement, your work based on the Program is not required to print
|
||||||
|
an announcement.)
|
||||||
|
|
||||||
|
These requirements apply to the modified work as a whole. If identifiable
|
||||||
|
sections of that work are not derived from the Program, and can be reasonably
|
||||||
|
considered independent and separate works in themselves, then this License,
|
||||||
|
and its terms, do not apply to those sections when you distribute them as
|
||||||
|
separate works. But when you distribute the same sections as part of a whole
|
||||||
|
which is a work based on the Program, the distribution of the whole must be
|
||||||
|
on the terms of this License, whose permissions for other licensees extend
|
||||||
|
to the entire whole, and thus to each and every part regardless of who wrote
|
||||||
|
it.
|
||||||
|
|
||||||
|
Thus, it is not the intent of this section to claim rights or contest your
|
||||||
|
rights to work written entirely by you; rather, the intent is to exercise
|
||||||
|
the right to control the distribution of derivative or collective works based
|
||||||
|
on the Program.
|
||||||
|
|
||||||
|
In addition, mere aggregation of another work not based on the Program with
|
||||||
|
the Program (or with a work based on the Program) on a volume of a storage
|
||||||
|
or distribution medium does not bring the other work under the scope of this
|
||||||
|
License.
|
||||||
|
|
||||||
|
3. You may copy and distribute the Program (or a work based on it, under Section
|
||||||
|
2) in object code or executable form under the terms of Sections 1 and 2 above
|
||||||
|
provided that you also do one of the following:
|
||||||
|
|
||||||
|
a) Accompany it with the complete corresponding machine-readable source code,
|
||||||
|
which must be distributed under the terms of Sections 1 and 2 above on a medium
|
||||||
|
customarily used for software interchange; or,
|
||||||
|
|
||||||
|
b) Accompany it with a written offer, valid for at least three years, to give
|
||||||
|
any third party, for a charge no more than your cost of physically performing
|
||||||
|
source distribution, a complete machine-readable copy of the corresponding
|
||||||
|
source code, to be distributed under the terms of Sections 1 and 2 above on
|
||||||
|
a medium customarily used for software interchange; or,
|
||||||
|
|
||||||
|
c) Accompany it with the information you received as to the offer to distribute
|
||||||
|
corresponding source code. (This alternative is allowed only for noncommercial
|
||||||
|
distribution and only if you received the program in object code or executable
|
||||||
|
form with such an offer, in accord with Subsection b above.)
|
||||||
|
|
||||||
|
The source code for a work means the preferred form of the work for making
|
||||||
|
modifications to it. For an executable work, complete source code means all
|
||||||
|
the source code for all modules it contains, plus any associated interface
|
||||||
|
definition files, plus the scripts used to control compilation and installation
|
||||||
|
of the executable. However, as a special exception, the source code distributed
|
||||||
|
need not include anything that is normally distributed (in either source or
|
||||||
|
binary form) with the major components (compiler, kernel, and so on) of the
|
||||||
|
operating system on which the executable runs, unless that component itself
|
||||||
|
accompanies the executable.
|
||||||
|
|
||||||
|
If distribution of executable or object code is made by offering access to
|
||||||
|
copy from a designated place, then offering equivalent access to copy the
|
||||||
|
source code from the same place counts as distribution of the source code,
|
||||||
|
even though third parties are not compelled to copy the source along with
|
||||||
|
the object code.
|
||||||
|
|
||||||
|
4. You may not copy, modify, sublicense, or distribute the Program except
|
||||||
|
as expressly provided under this License. Any attempt otherwise to copy, modify,
|
||||||
|
sublicense or distribute the Program is void, and will automatically terminate
|
||||||
|
your rights under this License. However, parties who have received copies,
|
||||||
|
or rights, from you under this License will not have their licenses terminated
|
||||||
|
so long as such parties remain in full compliance.
|
||||||
|
|
||||||
|
5. You are not required to accept this License, since you have not signed
|
||||||
|
it. However, nothing else grants you permission to modify or distribute the
|
||||||
|
Program or its derivative works. These actions are prohibited by law if you
|
||||||
|
do not accept this License. Therefore, by modifying or distributing the Program
|
||||||
|
(or any work based on the Program), you indicate your acceptance of this License
|
||||||
|
to do so, and all its terms and conditions for copying, distributing or modifying
|
||||||
|
the Program or works based on it.
|
||||||
|
|
||||||
|
6. Each time you redistribute the Program (or any work based on the Program),
|
||||||
|
the recipient automatically receives a license from the original licensor
|
||||||
|
to copy, distribute or modify the Program subject to these terms and conditions.
|
||||||
|
You may not impose any further restrictions on the recipients' exercise of
|
||||||
|
the rights granted herein. You are not responsible for enforcing compliance
|
||||||
|
by third parties to this License.
|
||||||
|
|
||||||
|
7. If, as a consequence of a court judgment or allegation of patent infringement
|
||||||
|
or for any other reason (not limited to patent issues), conditions are imposed
|
||||||
|
on you (whether by court order, agreement or otherwise) that contradict the
|
||||||
|
conditions of this License, they do not excuse you from the conditions of
|
||||||
|
this License. If you cannot distribute so as to satisfy simultaneously your
|
||||||
|
obligations under this License and any other pertinent obligations, then as
|
||||||
|
a consequence you may not distribute the Program at all. For example, if a
|
||||||
|
patent license would not permit royalty-free redistribution of the Program
|
||||||
|
by all those who receive copies directly or indirectly through you, then the
|
||||||
|
only way you could satisfy both it and this License would be to refrain entirely
|
||||||
|
from distribution of the Program.
|
||||||
|
|
||||||
|
If any portion of this section is held invalid or unenforceable under any
|
||||||
|
particular circumstance, the balance of the section is intended to apply and
|
||||||
|
the section as a whole is intended to apply in other circumstances.
|
||||||
|
|
||||||
|
It is not the purpose of this section to induce you to infringe any patents
|
||||||
|
or other property right claims or to contest validity of any such claims;
|
||||||
|
this section has the sole purpose of protecting the integrity of the free
|
||||||
|
software distribution system, which is implemented by public license practices.
|
||||||
|
Many people have made generous contributions to the wide range of software
|
||||||
|
distributed through that system in reliance on consistent application of that
|
||||||
|
system; it is up to the author/donor to decide if he or she is willing to
|
||||||
|
distribute software through any other system and a licensee cannot impose
|
||||||
|
that choice.
|
||||||
|
|
||||||
|
This section is intended to make thoroughly clear what is believed to be a
|
||||||
|
consequence of the rest of this License.
|
||||||
|
|
||||||
|
8. If the distribution and/or use of the Program is restricted in certain
|
||||||
|
countries either by patents or by copyrighted interfaces, the original copyright
|
||||||
|
holder who places the Program under this License may add an explicit geographical
|
||||||
|
distribution limitation excluding those countries, so that distribution is
|
||||||
|
permitted only in or among countries not thus excluded. In such case, this
|
||||||
|
License incorporates the limitation as if written in the body of this License.
|
||||||
|
|
||||||
|
9. The Free Software Foundation may publish revised and/or new versions of
|
||||||
|
the General Public License from time to time. Such new versions will be similar
|
||||||
|
in spirit to the present version, but may differ in detail to address new
|
||||||
|
problems or concerns.
|
||||||
|
|
||||||
|
Each version is given a distinguishing version number. If the Program specifies
|
||||||
|
a version number of this License which applies to it and "any later version",
|
||||||
|
you have the option of following the terms and conditions either of that version
|
||||||
|
or of any later version published by the Free Software Foundation. If the
|
||||||
|
Program does not specify a version number of this License, you may choose
|
||||||
|
any version ever published by the Free Software Foundation.
|
||||||
|
|
||||||
|
10. If you wish to incorporate parts of the Program into other free programs
|
||||||
|
whose distribution conditions are different, write to the author to ask for
|
||||||
|
permission. For software which is copyrighted by the Free Software Foundation,
|
||||||
|
write to the Free Software Foundation; we sometimes make exceptions for this.
|
||||||
|
Our decision will be guided by the two goals of preserving the free status
|
||||||
|
of all derivatives of our free software and of promoting the sharing and reuse
|
||||||
|
of software generally.
|
||||||
|
|
||||||
|
NO WARRANTY
|
||||||
|
|
||||||
|
11. BECAUSE THE PROGRAM IS LICENSED FREE OF CHARGE, THERE IS NO WARRANTY FOR
|
||||||
|
THE PROGRAM, TO THE EXTENT PERMITTED BY APPLICABLE LAW. EXCEPT WHEN OTHERWISE
|
||||||
|
STATED IN WRITING THE COPYRIGHT HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM
|
||||||
|
"AS IS" WITHOUT WARRANTY OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING,
|
||||||
|
BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS
|
||||||
|
FOR A PARTICULAR PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE
|
||||||
|
OF THE PROGRAM IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME
|
||||||
|
THE COST OF ALL NECESSARY SERVICING, REPAIR OR CORRECTION.
|
||||||
|
|
||||||
|
12. IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
|
||||||
|
WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MAY MODIFY AND/OR REDISTRIBUTE
|
||||||
|
THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY
|
||||||
|
GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE USE
|
||||||
|
OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF DATA
|
||||||
|
OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD PARTIES
|
||||||
|
OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS), EVEN IF SUCH
|
||||||
|
HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH DAMAGES.
|
||||||
|
END OF TERMS AND CONDITIONS
|
||||||
|
|
||||||
|
How to Apply These Terms to Your New Programs
|
||||||
|
|
||||||
|
If you develop a new program, and you want it to be of the greatest possible
|
||||||
|
use to the public, the best way to achieve this is to make it free software
|
||||||
|
which everyone can redistribute and change under these terms.
|
||||||
|
|
||||||
|
To do so, attach the following notices to the program. It is safest to attach
|
||||||
|
them to the start of each source file to most effectively convey the exclusion
|
||||||
|
of warranty; and each file should have at least the "copyright" line and a
|
||||||
|
pointer to where the full notice is found.
|
||||||
|
|
||||||
|
<one line to give the program's name and an idea of what it does.>
|
||||||
|
|
||||||
|
Copyright (C) <yyyy> <name of author>
|
||||||
|
|
||||||
|
This program is free software; you can redistribute it and/or modify it under
|
||||||
|
the terms of the GNU General Public License as published by the Free Software
|
||||||
|
Foundation; either version 2 of the License, or (at your option) any later
|
||||||
|
version.
|
||||||
|
|
||||||
|
This program is distributed in the hope that it will be useful, but WITHOUT
|
||||||
|
ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS
|
||||||
|
FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.
|
||||||
|
|
||||||
|
You should have received a copy of the GNU General Public License along with
|
||||||
|
this program; if not, write to the Free Software Foundation, Inc., 51 Franklin
|
||||||
|
Street, Fifth Floor, Boston, MA 02110-1301, USA.
|
||||||
|
|
||||||
|
Also add information on how to contact you by electronic and paper mail.
|
||||||
|
|
||||||
|
If the program is interactive, make it output a short notice like this when
|
||||||
|
it starts in an interactive mode:
|
||||||
|
|
||||||
|
Gnomovision version 69, Copyright (C) year name of author Gnomovision comes
|
||||||
|
with ABSOLUTELY NO WARRANTY; for details type `show w'. This is free software,
|
||||||
|
and you are welcome to redistribute it under certain conditions; type `show
|
||||||
|
c' for details.
|
||||||
|
|
||||||
|
The hypothetical commands `show w' and `show c' should show the appropriate
|
||||||
|
parts of the General Public License. Of course, the commands you use may be
|
||||||
|
called something other than `show w' and `show c'; they could even be mouse-clicks
|
||||||
|
or menu items--whatever suits your program.
|
||||||
|
|
||||||
|
You should also get your employer (if you work as a programmer) or your school,
|
||||||
|
if any, to sign a "copyright disclaimer" for the program, if necessary. Here
|
||||||
|
is a sample; alter the names:
|
||||||
|
|
||||||
|
Yoyodyne, Inc., hereby disclaims all copyright interest in the program `Gnomovision'
|
||||||
|
(which makes passes at compilers) written by James Hacker.
|
||||||
|
|
||||||
|
<signature of Ty Coon>, 1 April 1989 Ty Coon, President of Vice This General
|
||||||
|
Public License does not permit incorporating your program into proprietary
|
||||||
|
programs. If your program is a subroutine library, you may consider it more
|
||||||
|
useful to permit linking proprietary applications with the library. If this
|
||||||
|
is what you want to do, use the GNU Lesser General Public License instead
|
||||||
|
of this License.
|
||||||
@ -0,0 +1,3 @@
|
|||||||
|
clean:
|
||||||
|
rm -rf .dvc/cache/
|
||||||
|
rm -f lines calcul dvc.lock
|
||||||
@ -0,0 +1,42 @@
|
|||||||
|
# dvc-count
|
||||||
|
|
||||||
|
premier exemple dvc
|
||||||
|
|
||||||
|
dvc stage list
|
||||||
|
count Outputs lines
|
||||||
|
titi Outputs calcul
|
||||||
|
dvc-count (master *=) $ d
|
||||||
|
|
||||||
|
dvc-count (master *%=) $ dvc dag
|
||||||
|
+-------+
|
||||||
|
| count |
|
||||||
|
+-------+
|
||||||
|
*
|
||||||
|
*
|
||||||
|
*
|
||||||
|
+------+
|
||||||
|
| titi |
|
||||||
|
+------+
|
||||||
|
|
||||||
|
dvc repro
|
||||||
|
Running stage 'count':
|
||||||
|
> python hello.py
|
||||||
|
écriture du fichier lines
|
||||||
|
Generating lock file 'dvc.lock'
|
||||||
|
Updating lock file 'dvc.lock'
|
||||||
|
|
||||||
|
Running stage 'titi':
|
||||||
|
> python titi.py
|
||||||
|
écriture du fichier `calcul`
|
||||||
|
Updating lock file 'dvc.lock'
|
||||||
|
|
||||||
|
To track the changes with git, run:
|
||||||
|
|
||||||
|
git add dvc.lock
|
||||||
|
|
||||||
|
To enable auto staging, run:
|
||||||
|
|
||||||
|
dvc config core.autostage true
|
||||||
|
Use `dvc push` to send your updates to remote storage.
|
||||||
|
dvc-count (master *%=) $
|
||||||
|
|
||||||
@ -0,0 +1,15 @@
|
|||||||
|
stages:
|
||||||
|
count:
|
||||||
|
cmd: python hello.py
|
||||||
|
deps:
|
||||||
|
- test.txt
|
||||||
|
- hello.py
|
||||||
|
outs:
|
||||||
|
- lines
|
||||||
|
titi:
|
||||||
|
cmd: python titi.py
|
||||||
|
deps:
|
||||||
|
- lines
|
||||||
|
- titi.py
|
||||||
|
outs:
|
||||||
|
- calcul
|
||||||
@ -0,0 +1,11 @@
|
|||||||
|
sdfsdsdf
|
||||||
|
sfsdfsdfsdsdfsdfsd
|
||||||
|
sfsdfsdfsdsdfsdfsd
|
||||||
|
sfsdfsdfsdsdfsdfsd
|
||||||
|
sfsdfsdfsdsdfsdfsd
|
||||||
|
sfsdfsdfsdsdfsdfsd
|
||||||
|
sfsdfsdfsdsdfsdfsd
|
||||||
|
sfsdfsdfsdsdfsdfsd
|
||||||
|
sfsdfsdfsdsdfsdfsd
|
||||||
|
sfsdfsdfsdsdfsdfsd
|
||||||
|
sfsdfsdfsdsdfsdfsd
|
||||||
@ -0,0 +1,10 @@
|
|||||||
|
"""simple line counter
|
||||||
|
"""
|
||||||
|
lines = 0
|
||||||
|
with open('lines', 'r') as fh:
|
||||||
|
lines = len(fh.readlines())
|
||||||
|
|
||||||
|
with open('calcul', 'w') as fh:
|
||||||
|
fh.write(str(lines + 145))
|
||||||
|
print("écriture du fichier `calcul`")
|
||||||
|
|
||||||
@ -0,0 +1,3 @@
|
|||||||
|
/config.local
|
||||||
|
/tmp
|
||||||
|
/cache
|
||||||
@ -0,0 +1,3 @@
|
|||||||
|
# Add patterns of files dvc should ignore, which could improve
|
||||||
|
# the performance. Learn more at
|
||||||
|
# https://dvc.org/doc/user-guide/dvcignore
|
||||||
@ -0,0 +1 @@
|
|||||||
|
/output.txt
|
||||||
@ -0,0 +1,319 @@
|
|||||||
|
GNU GENERAL PUBLIC LICENSE
|
||||||
|
|
||||||
|
Version 2, June 1991
|
||||||
|
|
||||||
|
Copyright (C) 1989, 1991 Free Software Foundation, Inc.
|
||||||
|
|
||||||
|
51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA
|
||||||
|
|
||||||
|
Everyone is permitted to copy and distribute verbatim copies of this license
|
||||||
|
document, but changing it is not allowed.
|
||||||
|
|
||||||
|
Preamble
|
||||||
|
|
||||||
|
The licenses for most software are designed to take away your freedom to share
|
||||||
|
and change it. By contrast, the GNU General Public License is intended to
|
||||||
|
guarantee your freedom to share and change free software--to make sure the
|
||||||
|
software is free for all its users. This General Public License applies to
|
||||||
|
most of the Free Software Foundation's software and to any other program whose
|
||||||
|
authors commit to using it. (Some other Free Software Foundation software
|
||||||
|
is covered by the GNU Lesser General Public License instead.) You can apply
|
||||||
|
it to your programs, too.
|
||||||
|
|
||||||
|
When we speak of free software, we are referring to freedom, not price. Our
|
||||||
|
General Public Licenses are designed to make sure that you have the freedom
|
||||||
|
to distribute copies of free software (and charge for this service if you
|
||||||
|
wish), that you receive source code or can get it if you want it, that you
|
||||||
|
can change the software or use pieces of it in new free programs; and that
|
||||||
|
you know you can do these things.
|
||||||
|
|
||||||
|
To protect your rights, we need to make restrictions that forbid anyone to
|
||||||
|
deny you these rights or to ask you to surrender the rights. These restrictions
|
||||||
|
translate to certain responsibilities for you if you distribute copies of
|
||||||
|
the software, or if you modify it.
|
||||||
|
|
||||||
|
For example, if you distribute copies of such a program, whether gratis or
|
||||||
|
for a fee, you must give the recipients all the rights that you have. You
|
||||||
|
must make sure that they, too, receive or can get the source code. And you
|
||||||
|
must show them these terms so they know their rights.
|
||||||
|
|
||||||
|
We protect your rights with two steps: (1) copyright the software, and (2)
|
||||||
|
offer you this license which gives you legal permission to copy, distribute
|
||||||
|
and/or modify the software.
|
||||||
|
|
||||||
|
Also, for each author's protection and ours, we want to make certain that
|
||||||
|
everyone understands that there is no warranty for this free software. If
|
||||||
|
the software is modified by someone else and passed on, we want its recipients
|
||||||
|
to know that what they have is not the original, so that any problems introduced
|
||||||
|
by others will not reflect on the original authors' reputations.
|
||||||
|
|
||||||
|
Finally, any free program is threatened constantly by software patents. We
|
||||||
|
wish to avoid the danger that redistributors of a free program will individually
|
||||||
|
obtain patent licenses, in effect making the program proprietary. To prevent
|
||||||
|
this, we have made it clear that any patent must be licensed for everyone's
|
||||||
|
free use or not licensed at all.
|
||||||
|
|
||||||
|
The precise terms and conditions for copying, distribution and modification
|
||||||
|
follow.
|
||||||
|
|
||||||
|
TERMS AND CONDITIONS FOR COPYING, DISTRIBUTION AND MODIFICATION
|
||||||
|
|
||||||
|
0. This License applies to any program or other work which contains a notice
|
||||||
|
placed by the copyright holder saying it may be distributed under the terms
|
||||||
|
of this General Public License. The "Program", below, refers to any such program
|
||||||
|
or work, and a "work based on the Program" means either the Program or any
|
||||||
|
derivative work under copyright law: that is to say, a work containing the
|
||||||
|
Program or a portion of it, either verbatim or with modifications and/or translated
|
||||||
|
into another language. (Hereinafter, translation is included without limitation
|
||||||
|
in the term "modification".) Each licensee is addressed as "you".
|
||||||
|
|
||||||
|
Activities other than copying, distribution and modification are not covered
|
||||||
|
by this License; they are outside its scope. The act of running the Program
|
||||||
|
is not restricted, and the output from the Program is covered only if its
|
||||||
|
contents constitute a work based on the Program (independent of having been
|
||||||
|
made by running the Program). Whether that is true depends on what the Program
|
||||||
|
does.
|
||||||
|
|
||||||
|
1. You may copy and distribute verbatim copies of the Program's source code
|
||||||
|
as you receive it, in any medium, provided that you conspicuously and appropriately
|
||||||
|
publish on each copy an appropriate copyright notice and disclaimer of warranty;
|
||||||
|
keep intact all the notices that refer to this License and to the absence
|
||||||
|
of any warranty; and give any other recipients of the Program a copy of this
|
||||||
|
License along with the Program.
|
||||||
|
|
||||||
|
You may charge a fee for the physical act of transferring a copy, and you
|
||||||
|
may at your option offer warranty protection in exchange for a fee.
|
||||||
|
|
||||||
|
2. You may modify your copy or copies of the Program or any portion of it,
|
||||||
|
thus forming a work based on the Program, and copy and distribute such modifications
|
||||||
|
or work under the terms of Section 1 above, provided that you also meet all
|
||||||
|
of these conditions:
|
||||||
|
|
||||||
|
a) You must cause the modified files to carry prominent notices stating that
|
||||||
|
you changed the files and the date of any change.
|
||||||
|
|
||||||
|
b) You must cause any work that you distribute or publish, that in whole or
|
||||||
|
in part contains or is derived from the Program or any part thereof, to be
|
||||||
|
licensed as a whole at no charge to all third parties under the terms of this
|
||||||
|
License.
|
||||||
|
|
||||||
|
c) If the modified program normally reads commands interactively when run,
|
||||||
|
you must cause it, when started running for such interactive use in the most
|
||||||
|
ordinary way, to print or display an announcement including an appropriate
|
||||||
|
copyright notice and a notice that there is no warranty (or else, saying that
|
||||||
|
you provide a warranty) and that users may redistribute the program under
|
||||||
|
these conditions, and telling the user how to view a copy of this License.
|
||||||
|
(Exception: if the Program itself is interactive but does not normally print
|
||||||
|
such an announcement, your work based on the Program is not required to print
|
||||||
|
an announcement.)
|
||||||
|
|
||||||
|
These requirements apply to the modified work as a whole. If identifiable
|
||||||
|
sections of that work are not derived from the Program, and can be reasonably
|
||||||
|
considered independent and separate works in themselves, then this License,
|
||||||
|
and its terms, do not apply to those sections when you distribute them as
|
||||||
|
separate works. But when you distribute the same sections as part of a whole
|
||||||
|
which is a work based on the Program, the distribution of the whole must be
|
||||||
|
on the terms of this License, whose permissions for other licensees extend
|
||||||
|
to the entire whole, and thus to each and every part regardless of who wrote
|
||||||
|
it.
|
||||||
|
|
||||||
|
Thus, it is not the intent of this section to claim rights or contest your
|
||||||
|
rights to work written entirely by you; rather, the intent is to exercise
|
||||||
|
the right to control the distribution of derivative or collective works based
|
||||||
|
on the Program.
|
||||||
|
|
||||||
|
In addition, mere aggregation of another work not based on the Program with
|
||||||
|
the Program (or with a work based on the Program) on a volume of a storage
|
||||||
|
or distribution medium does not bring the other work under the scope of this
|
||||||
|
License.
|
||||||
|
|
||||||
|
3. You may copy and distribute the Program (or a work based on it, under Section
|
||||||
|
2) in object code or executable form under the terms of Sections 1 and 2 above
|
||||||
|
provided that you also do one of the following:
|
||||||
|
|
||||||
|
a) Accompany it with the complete corresponding machine-readable source code,
|
||||||
|
which must be distributed under the terms of Sections 1 and 2 above on a medium
|
||||||
|
customarily used for software interchange; or,
|
||||||
|
|
||||||
|
b) Accompany it with a written offer, valid for at least three years, to give
|
||||||
|
any third party, for a charge no more than your cost of physically performing
|
||||||
|
source distribution, a complete machine-readable copy of the corresponding
|
||||||
|
source code, to be distributed under the terms of Sections 1 and 2 above on
|
||||||
|
a medium customarily used for software interchange; or,
|
||||||
|
|
||||||
|
c) Accompany it with the information you received as to the offer to distribute
|
||||||
|
corresponding source code. (This alternative is allowed only for noncommercial
|
||||||
|
distribution and only if you received the program in object code or executable
|
||||||
|
form with such an offer, in accord with Subsection b above.)
|
||||||
|
|
||||||
|
The source code for a work means the preferred form of the work for making
|
||||||
|
modifications to it. For an executable work, complete source code means all
|
||||||
|
the source code for all modules it contains, plus any associated interface
|
||||||
|
definition files, plus the scripts used to control compilation and installation
|
||||||
|
of the executable. However, as a special exception, the source code distributed
|
||||||
|
need not include anything that is normally distributed (in either source or
|
||||||
|
binary form) with the major components (compiler, kernel, and so on) of the
|
||||||
|
operating system on which the executable runs, unless that component itself
|
||||||
|
accompanies the executable.
|
||||||
|
|
||||||
|
If distribution of executable or object code is made by offering access to
|
||||||
|
copy from a designated place, then offering equivalent access to copy the
|
||||||
|
source code from the same place counts as distribution of the source code,
|
||||||
|
even though third parties are not compelled to copy the source along with
|
||||||
|
the object code.
|
||||||
|
|
||||||
|
4. You may not copy, modify, sublicense, or distribute the Program except
|
||||||
|
as expressly provided under this License. Any attempt otherwise to copy, modify,
|
||||||
|
sublicense or distribute the Program is void, and will automatically terminate
|
||||||
|
your rights under this License. However, parties who have received copies,
|
||||||
|
or rights, from you under this License will not have their licenses terminated
|
||||||
|
so long as such parties remain in full compliance.
|
||||||
|
|
||||||
|
5. You are not required to accept this License, since you have not signed
|
||||||
|
it. However, nothing else grants you permission to modify or distribute the
|
||||||
|
Program or its derivative works. These actions are prohibited by law if you
|
||||||
|
do not accept this License. Therefore, by modifying or distributing the Program
|
||||||
|
(or any work based on the Program), you indicate your acceptance of this License
|
||||||
|
to do so, and all its terms and conditions for copying, distributing or modifying
|
||||||
|
the Program or works based on it.
|
||||||
|
|
||||||
|
6. Each time you redistribute the Program (or any work based on the Program),
|
||||||
|
the recipient automatically receives a license from the original licensor
|
||||||
|
to copy, distribute or modify the Program subject to these terms and conditions.
|
||||||
|
You may not impose any further restrictions on the recipients' exercise of
|
||||||
|
the rights granted herein. You are not responsible for enforcing compliance
|
||||||
|
by third parties to this License.
|
||||||
|
|
||||||
|
7. If, as a consequence of a court judgment or allegation of patent infringement
|
||||||
|
or for any other reason (not limited to patent issues), conditions are imposed
|
||||||
|
on you (whether by court order, agreement or otherwise) that contradict the
|
||||||
|
conditions of this License, they do not excuse you from the conditions of
|
||||||
|
this License. If you cannot distribute so as to satisfy simultaneously your
|
||||||
|
obligations under this License and any other pertinent obligations, then as
|
||||||
|
a consequence you may not distribute the Program at all. For example, if a
|
||||||
|
patent license would not permit royalty-free redistribution of the Program
|
||||||
|
by all those who receive copies directly or indirectly through you, then the
|
||||||
|
only way you could satisfy both it and this License would be to refrain entirely
|
||||||
|
from distribution of the Program.
|
||||||
|
|
||||||
|
If any portion of this section is held invalid or unenforceable under any
|
||||||
|
particular circumstance, the balance of the section is intended to apply and
|
||||||
|
the section as a whole is intended to apply in other circumstances.
|
||||||
|
|
||||||
|
It is not the purpose of this section to induce you to infringe any patents
|
||||||
|
or other property right claims or to contest validity of any such claims;
|
||||||
|
this section has the sole purpose of protecting the integrity of the free
|
||||||
|
software distribution system, which is implemented by public license practices.
|
||||||
|
Many people have made generous contributions to the wide range of software
|
||||||
|
distributed through that system in reliance on consistent application of that
|
||||||
|
system; it is up to the author/donor to decide if he or she is willing to
|
||||||
|
distribute software through any other system and a licensee cannot impose
|
||||||
|
that choice.
|
||||||
|
|
||||||
|
This section is intended to make thoroughly clear what is believed to be a
|
||||||
|
consequence of the rest of this License.
|
||||||
|
|
||||||
|
8. If the distribution and/or use of the Program is restricted in certain
|
||||||
|
countries either by patents or by copyrighted interfaces, the original copyright
|
||||||
|
holder who places the Program under this License may add an explicit geographical
|
||||||
|
distribution limitation excluding those countries, so that distribution is
|
||||||
|
permitted only in or among countries not thus excluded. In such case, this
|
||||||
|
License incorporates the limitation as if written in the body of this License.
|
||||||
|
|
||||||
|
9. The Free Software Foundation may publish revised and/or new versions of
|
||||||
|
the General Public License from time to time. Such new versions will be similar
|
||||||
|
in spirit to the present version, but may differ in detail to address new
|
||||||
|
problems or concerns.
|
||||||
|
|
||||||
|
Each version is given a distinguishing version number. If the Program specifies
|
||||||
|
a version number of this License which applies to it and "any later version",
|
||||||
|
you have the option of following the terms and conditions either of that version
|
||||||
|
or of any later version published by the Free Software Foundation. If the
|
||||||
|
Program does not specify a version number of this License, you may choose
|
||||||
|
any version ever published by the Free Software Foundation.
|
||||||
|
|
||||||
|
10. If you wish to incorporate parts of the Program into other free programs
|
||||||
|
whose distribution conditions are different, write to the author to ask for
|
||||||
|
permission. For software which is copyrighted by the Free Software Foundation,
|
||||||
|
write to the Free Software Foundation; we sometimes make exceptions for this.
|
||||||
|
Our decision will be guided by the two goals of preserving the free status
|
||||||
|
of all derivatives of our free software and of promoting the sharing and reuse
|
||||||
|
of software generally.
|
||||||
|
|
||||||
|
NO WARRANTY
|
||||||
|
|
||||||
|
11. BECAUSE THE PROGRAM IS LICENSED FREE OF CHARGE, THERE IS NO WARRANTY FOR
|
||||||
|
THE PROGRAM, TO THE EXTENT PERMITTED BY APPLICABLE LAW. EXCEPT WHEN OTHERWISE
|
||||||
|
STATED IN WRITING THE COPYRIGHT HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM
|
||||||
|
"AS IS" WITHOUT WARRANTY OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING,
|
||||||
|
BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS
|
||||||
|
FOR A PARTICULAR PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE
|
||||||
|
OF THE PROGRAM IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME
|
||||||
|
THE COST OF ALL NECESSARY SERVICING, REPAIR OR CORRECTION.
|
||||||
|
|
||||||
|
12. IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
|
||||||
|
WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MAY MODIFY AND/OR REDISTRIBUTE
|
||||||
|
THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY
|
||||||
|
GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE USE
|
||||||
|
OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF DATA
|
||||||
|
OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD PARTIES
|
||||||
|
OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS), EVEN IF SUCH
|
||||||
|
HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH DAMAGES.
|
||||||
|
END OF TERMS AND CONDITIONS
|
||||||
|
|
||||||
|
How to Apply These Terms to Your New Programs
|
||||||
|
|
||||||
|
If you develop a new program, and you want it to be of the greatest possible
|
||||||
|
use to the public, the best way to achieve this is to make it free software
|
||||||
|
which everyone can redistribute and change under these terms.
|
||||||
|
|
||||||
|
To do so, attach the following notices to the program. It is safest to attach
|
||||||
|
them to the start of each source file to most effectively convey the exclusion
|
||||||
|
of warranty; and each file should have at least the "copyright" line and a
|
||||||
|
pointer to where the full notice is found.
|
||||||
|
|
||||||
|
<one line to give the program's name and an idea of what it does.>
|
||||||
|
|
||||||
|
Copyright (C) <yyyy> <name of author>
|
||||||
|
|
||||||
|
This program is free software; you can redistribute it and/or modify it under
|
||||||
|
the terms of the GNU General Public License as published by the Free Software
|
||||||
|
Foundation; either version 2 of the License, or (at your option) any later
|
||||||
|
version.
|
||||||
|
|
||||||
|
This program is distributed in the hope that it will be useful, but WITHOUT
|
||||||
|
ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS
|
||||||
|
FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.
|
||||||
|
|
||||||
|
You should have received a copy of the GNU General Public License along with
|
||||||
|
this program; if not, write to the Free Software Foundation, Inc., 51 Franklin
|
||||||
|
Street, Fifth Floor, Boston, MA 02110-1301, USA.
|
||||||
|
|
||||||
|
Also add information on how to contact you by electronic and paper mail.
|
||||||
|
|
||||||
|
If the program is interactive, make it output a short notice like this when
|
||||||
|
it starts in an interactive mode:
|
||||||
|
|
||||||
|
Gnomovision version 69, Copyright (C) year name of author Gnomovision comes
|
||||||
|
with ABSOLUTELY NO WARRANTY; for details type `show w'. This is free software,
|
||||||
|
and you are welcome to redistribute it under certain conditions; type `show
|
||||||
|
c' for details.
|
||||||
|
|
||||||
|
The hypothetical commands `show w' and `show c' should show the appropriate
|
||||||
|
parts of the General Public License. Of course, the commands you use may be
|
||||||
|
called something other than `show w' and `show c'; they could even be mouse-clicks
|
||||||
|
or menu items--whatever suits your program.
|
||||||
|
|
||||||
|
You should also get your employer (if you work as a programmer) or your school,
|
||||||
|
if any, to sign a "copyright disclaimer" for the program, if necessary. Here
|
||||||
|
is a sample; alter the names:
|
||||||
|
|
||||||
|
Yoyodyne, Inc., hereby disclaims all copyright interest in the program `Gnomovision'
|
||||||
|
(which makes passes at compilers) written by James Hacker.
|
||||||
|
|
||||||
|
<signature of Ty Coon>, 1 April 1989 Ty Coon, President of Vice This General
|
||||||
|
Public License does not permit incorporating your program into proprietary
|
||||||
|
programs. If your program is a subroutine library, you may consider it more
|
||||||
|
useful to permit linking proprietary applications with the library. If this
|
||||||
|
is what you want to do, use the GNU Lesser General Public License instead
|
||||||
|
of this License.
|
||||||
@ -0,0 +1,4 @@
|
|||||||
|
clean:
|
||||||
|
rm -rf .dvc/cache
|
||||||
|
rm dvc.lock
|
||||||
|
rm data/output.txt
|
||||||
@ -0,0 +1,2 @@
|
|||||||
|
# dvc-params
|
||||||
|
|
||||||
@ -0,0 +1,23 @@
|
|||||||
|
Testeur de paramètres
|
||||||
|
======================
|
||||||
|
|
||||||
|
**prérequis** : git et dvc installés
|
||||||
|
|
||||||
|
lancer la commande : dvc repro
|
||||||
|
|
||||||
|
|
||||||
|
dvc repro
|
||||||
|
Running stage 'learn':
|
||||||
|
> python deep.py
|
||||||
|
Generating lock file 'dvc.lock'
|
||||||
|
Updating lock file 'dvc.lock'
|
||||||
|
|
||||||
|
To track the changes with git, run:
|
||||||
|
|
||||||
|
git add dvc.lock
|
||||||
|
|
||||||
|
To enable auto staging, run:
|
||||||
|
|
||||||
|
dvc config core.autostage true
|
||||||
|
Use `dvc push` to send your updates to remote storage.
|
||||||
|
|
||||||
@ -0,0 +1,2 @@
|
|||||||
|
/output.txt
|
||||||
|
/prepared
|
||||||
@ -0,0 +1,16 @@
|
|||||||
|
schema: '2.0'
|
||||||
|
stages:
|
||||||
|
learn:
|
||||||
|
cmd: python deep.py
|
||||||
|
params:
|
||||||
|
params.yaml:
|
||||||
|
process.threshold: 0.98
|
||||||
|
train:
|
||||||
|
epoch: 1650263152.981932
|
||||||
|
learning_rate: 0.00054
|
||||||
|
batch_size: 3.2
|
||||||
|
outs:
|
||||||
|
- path: data/output.txt
|
||||||
|
hash: md5
|
||||||
|
md5: cd667337e13e9ee240d1102e04adc9fc
|
||||||
|
size: 149
|
||||||
@ -0,0 +1,8 @@
|
|||||||
|
stages:
|
||||||
|
learn:
|
||||||
|
cmd: python deep.py
|
||||||
|
params:
|
||||||
|
- process.threshold
|
||||||
|
- train
|
||||||
|
outs:
|
||||||
|
- data/output.txt
|
||||||
@ -0,0 +1,11 @@
|
|||||||
|
lr: 0.0041
|
||||||
|
|
||||||
|
train:
|
||||||
|
epoch: 1650263152.981932
|
||||||
|
learning_rate: 0.00054
|
||||||
|
batch_size: 3.2
|
||||||
|
|
||||||
|
process:
|
||||||
|
threshold: 0.98
|
||||||
|
bow: 15000
|
||||||
|
layers: 9
|
||||||
@ -0,0 +1,3 @@
|
|||||||
|
/config.local
|
||||||
|
/tmp
|
||||||
|
/cache
|
||||||
@ -0,0 +1,6 @@
|
|||||||
|
[core]
|
||||||
|
remote = storage
|
||||||
|
['remote "storage"']
|
||||||
|
url = ../../storage/user
|
||||||
|
['remote "webstorage"']
|
||||||
|
url = http://localhost:8000
|
||||||
@ -0,0 +1,3 @@
|
|||||||
|
# Add patterns of files dvc should ignore, which could improve
|
||||||
|
# the performance. Learn more at
|
||||||
|
# https://dvc.org/doc/user-guide/dvcignore
|
||||||
@ -0,0 +1,5 @@
|
|||||||
|
/original_data.csv
|
||||||
|
/prepared_data.csv
|
||||||
|
/data.py
|
||||||
|
/userdata.json
|
||||||
|
/visualize.txt
|
||||||
@ -0,0 +1,35 @@
|
|||||||
|
stages:
|
||||||
|
prepare:
|
||||||
|
cmd: python src/prepare.py
|
||||||
|
deps:
|
||||||
|
- src/prepare.py
|
||||||
|
outs:
|
||||||
|
- data/original_data.csv
|
||||||
|
cleancsv:
|
||||||
|
cmd: python src/clean_csvdata.py
|
||||||
|
deps:
|
||||||
|
- data/original_data.csv
|
||||||
|
- src/clean_csvdata.py
|
||||||
|
outs:
|
||||||
|
- data/prepared_data.csv
|
||||||
|
datatolist:
|
||||||
|
cmd: python src/datatolist.py
|
||||||
|
deps:
|
||||||
|
- data/prepared_data.csv
|
||||||
|
- src/datatolist.py
|
||||||
|
outs:
|
||||||
|
- data/data.py
|
||||||
|
jsonfile:
|
||||||
|
cmd: python src/make_json_with_password.py
|
||||||
|
deps:
|
||||||
|
- data/prepared_data.csv
|
||||||
|
- src/make_json_with_password.py
|
||||||
|
outs:
|
||||||
|
- data/userdata.json
|
||||||
|
visualize:
|
||||||
|
cmd: python src/visualize_data.py
|
||||||
|
deps:
|
||||||
|
- data/prepared_data.csv
|
||||||
|
- src/visualize_data.py
|
||||||
|
outs:
|
||||||
|
- data/visualize.txt
|
||||||
@ -0,0 +1,98 @@
|
|||||||
|
.. meta::
|
||||||
|
:description: pipeline ML
|
||||||
|
:keywords: faker, fake users, pipeline, data version control
|
||||||
|
|
||||||
|
Pipeline de création des utilisateurs d'une application
|
||||||
|
==========================================================
|
||||||
|
|
||||||
|
Générer des données utilisateur
|
||||||
|
--------------------------------
|
||||||
|
|
||||||
|
Nous alons générer aléatoirement ces données utilisateurs avec la librairie
|
||||||
|
python `faker`.
|
||||||
|
|
||||||
|
- Installer d'abord `faker`
|
||||||
|
|
||||||
|
::
|
||||||
|
|
||||||
|
pip install -r src/requirements.txt
|
||||||
|
|
||||||
|
|
||||||
|
.. important:: Installez `faker <https://faker.readthedocs.io/en/master/>`_
|
||||||
|
|
||||||
|
|
||||||
|
- Lancer le script :
|
||||||
|
|
||||||
|
::
|
||||||
|
|
||||||
|
python src/prepare.py
|
||||||
|
|
||||||
|
|
||||||
|
.. note:: Le fichier `csv` généré est : `data/original_data.csv`
|
||||||
|
|
||||||
|
|
||||||
|
stage dvc::
|
||||||
|
|
||||||
|
dvc stage add -n prepare -d src/prepare.py -o data/prepared/original_data.csv python src/prepare.py
|
||||||
|
|
||||||
|
Nettoyer les données
|
||||||
|
----------------------
|
||||||
|
|
||||||
|
- Les données, brutes, ont souvent besoin d'être retravaillées.
|
||||||
|
- exemple : faire un tri, ou bien enlever un champ ou une colonne.
|
||||||
|
Ou tout exemple de manipulations comme si elles étaient faites dans un tableur.
|
||||||
|
|
||||||
|
|
||||||
|
commande dvc::
|
||||||
|
|
||||||
|
dvc stage add -n cleancsv -d src/clean_csvdata.py -d data/original_data.csv -o data/prepared_data.csv python src/clean_csvdata.py
|
||||||
|
|
||||||
|
Visualisation des données générées
|
||||||
|
------------------------------------
|
||||||
|
|
||||||
|
.. admonition:: Prérequis : installer pandas
|
||||||
|
|
||||||
|
Utilisez la librairie `pandas <https://pandas.pydata.org/>`_ plutôt qu'un simple tableur.
|
||||||
|
La librairie pandas doit être installée au préalable
|
||||||
|
|
||||||
|
.. rubric:: Vous devez obtenir un résultat de ce type :
|
||||||
|
|
||||||
|
.. code-block:: shell
|
||||||
|
|
||||||
|
name last name mail company phone
|
||||||
|
0 Frédéric Launay Marty zoeboutin@faure.net Lebrun Gerard S.A.R.L. +33 (0)1 16 92 23 53
|
||||||
|
1 Lorraine Boyer Lemaire rodriguesanouk@morin.com Ruiz 0172426520
|
||||||
|
2 Frédérique Le Royer Lebrun nguyennoel@tiscali.fr Carre SA +33 4 29 92 99 00
|
||||||
|
3 Thierry Gomez Fischer alain91@gomez.org Wagner 02 83 77 23 36
|
||||||
|
4 Thibault-Charles Lecoq Leconte guilbertdenis@tele2.fr Labbe Leger et Fils +33 (0)3 19 61 82 07
|
||||||
|
|
||||||
|
commande dvc::
|
||||||
|
|
||||||
|
dvc stage add -n visualize -d src/visualize_data.py -d data/prepared_data.csv -o data/visualize.txt python src/visualize_data.py
|
||||||
|
|
||||||
|
|
||||||
|
Exporter les données en liste python
|
||||||
|
---------------------------------------
|
||||||
|
|
||||||
|
commande dvc::
|
||||||
|
|
||||||
|
dvc stage add -n datatolist -d src/datatolist.py -d data/prepared_data.csv -o data.py python src/datatolist.py
|
||||||
|
|
||||||
|
Générer le json
|
||||||
|
----------------
|
||||||
|
|
||||||
|
- création du json
|
||||||
|
- ajout d'un mot de passe
|
||||||
|
|
||||||
|
commande dvc::
|
||||||
|
|
||||||
|
dvc stage add -n jsonfile -d src/make_json_with_password.py -d data/prepared_data.csv -o data/userdata.json python src/make_json_with_password.py
|
||||||
|
|
||||||
|
|
||||||
|
Manipulations dvc
|
||||||
|
-----------------------
|
||||||
|
|
||||||
|
::
|
||||||
|
|
||||||
|
dvc status
|
||||||
|
Data and pipelines are up to date.
|
||||||
@ -0,0 +1,5 @@
|
|||||||
|
from pathlib import Path
|
||||||
|
|
||||||
|
rootdirectory = Path(Path.cwd())
|
||||||
|
csvfilename = rootdirectory / 'data' / "prepared_data.csv"
|
||||||
|
jsonfilename = rootdirectory / 'data' / 'userdata.json'
|
||||||
@ -0,0 +1,24 @@
|
|||||||
|
"""
|
||||||
|
factory that builds the user object space
|
||||||
|
from json data file
|
||||||
|
"""
|
||||||
|
|
||||||
|
import csv
|
||||||
|
from json import load
|
||||||
|
|
||||||
|
from appinfra.user import OriginalUser
|
||||||
|
|
||||||
|
def populate_from_json(jsonfilename):
|
||||||
|
with open(jsonfilename, 'r') as fhandle:
|
||||||
|
for user in load(fhandle):
|
||||||
|
yield OriginalUser(user['first_name'], user['last_name'], user['mail'],
|
||||||
|
password = user['password'])
|
||||||
|
|
||||||
|
def get_users(jsonfilename):
|
||||||
|
return list(populate_from_json(jsonfilename))
|
||||||
|
|
||||||
|
__all__ = ['get_users']
|
||||||
|
|
||||||
|
#from config import jsonfilename
|
||||||
|
#print([vars(user) for user in list(populate_from_json(jsonfilename))])
|
||||||
|
|
||||||
@ -0,0 +1,21 @@
|
|||||||
|
"""
|
||||||
|
factory that builds the user object space
|
||||||
|
from json data file
|
||||||
|
"""
|
||||||
|
|
||||||
|
import csv
|
||||||
|
|
||||||
|
from appinfra.user import OriginalUser
|
||||||
|
|
||||||
|
user = dict(first_name="toto", last_name="dupond", mail="toto.dupond@free.fr", password="mon_beau_password")
|
||||||
|
|
||||||
|
def populate():
|
||||||
|
return OriginalUser(user['first_name'], user['last_name'], user['mail'],
|
||||||
|
password = user['password'])
|
||||||
|
|
||||||
|
def get_users():
|
||||||
|
return [populate()]
|
||||||
|
|
||||||
|
__all__ = ['get_users']
|
||||||
|
|
||||||
|
#print(get_users())
|
||||||
@ -0,0 +1,37 @@
|
|||||||
|
"""
|
||||||
|
simple password provider
|
||||||
|
|
||||||
|
>>> from password import password
|
||||||
|
>>> password()
|
||||||
|
'XERHSiGuIaSjxjaEzJgQ%;14'
|
||||||
|
>>>
|
||||||
|
"""
|
||||||
|
|
||||||
|
import random
|
||||||
|
from faker import Faker
|
||||||
|
from faker.providers import BaseProvider
|
||||||
|
|
||||||
|
fake = Faker(['fr_FR'])
|
||||||
|
|
||||||
|
class PasswordProvider(BaseProvider):
|
||||||
|
def password(self):
|
||||||
|
randint1 = random.randint(0, 10)
|
||||||
|
randint2 = random.randint(0, 10)
|
||||||
|
randint = randint1 + randint2
|
||||||
|
|
||||||
|
randchars = ['~', '%', '&', ';']
|
||||||
|
randchar1 = random.choice(randchars)
|
||||||
|
randchar2 = random.choice(randchars)
|
||||||
|
randchar = randchar1 + randchar2
|
||||||
|
|
||||||
|
randstr = fake.pystr()
|
||||||
|
|
||||||
|
return randstr + randchar + str(randint)
|
||||||
|
|
||||||
|
fake.add_provider(PasswordProvider)
|
||||||
|
|
||||||
|
__all__ = ['password']
|
||||||
|
|
||||||
|
password = fake.password
|
||||||
|
|
||||||
|
|
||||||
@ -0,0 +1,22 @@
|
|||||||
|
class OriginalUser:
|
||||||
|
|
||||||
|
def __init__(self, first_name, last_name, mail, password=None):
|
||||||
|
self.first_name = first_name
|
||||||
|
self.last_name = last_name
|
||||||
|
self.mail = mail
|
||||||
|
self.password = password
|
||||||
|
|
||||||
|
def pydata(self):
|
||||||
|
return vars(self)
|
||||||
|
|
||||||
|
@property
|
||||||
|
def login_name(self):
|
||||||
|
return self.first_name.lower()
|
||||||
|
|
||||||
|
@property
|
||||||
|
def user_name(self):
|
||||||
|
return self.login_name
|
||||||
|
|
||||||
|
@property
|
||||||
|
def full_name(self):
|
||||||
|
return self.first_name + " " + self.last_name
|
||||||
@ -0,0 +1,38 @@
|
|||||||
|
"""
|
||||||
|
**original csv** :
|
||||||
|
name last name mail company phone
|
||||||
|
0 Frédéric Launay Marty zoeboutin@faure.net Lebrun Gerard S.A.R.L. +33 (0)1 16 92 23 53
|
||||||
|
1 Lorraine Boyer Lemaire rodriguesanouk@morin.com Ruiz 0172426520
|
||||||
|
2 Frédérique Le Royer Lebrun nguyennoel@tiscali.fr Carre SA +33 4 29 92 99 00
|
||||||
|
3 Thierry Gomez Fischer alain91@gomez.org Wagner 02 83 77 23 36
|
||||||
|
4 Thibault-Charles Lecoq Leconte guilbertdenis@tele2.fr Labbe Leger et Fils +33 (0)3 19 61 82 07
|
||||||
|
|
||||||
|
**cleaned csv** :
|
||||||
|
|
||||||
|
print(dataframe.head())
|
||||||
|
name last name mail
|
||||||
|
0 Frédéric Launay Marty zoeboutin@faure.net
|
||||||
|
1 Lorraine Boyer Lemaire rodriguesanouk@morin.com
|
||||||
|
2 Frédérique Le Royer Lebrun nguyennoel@tiscali.fr
|
||||||
|
3 Thierry Gomez Fischer alain91@gomez.org
|
||||||
|
4 Thibault-Charles Lecoq Leconte guilbertdenis@tele2.fr
|
||||||
|
|
||||||
|
"""
|
||||||
|
from pathlib import Path
|
||||||
|
|
||||||
|
import pandas as pd
|
||||||
|
|
||||||
|
# ____ config section ____
|
||||||
|
|
||||||
|
rootdirectory = Path(Path.cwd())
|
||||||
|
csvdatafilename = "original_data.csv"
|
||||||
|
datafile = rootdirectory / 'data' / csvdatafilename
|
||||||
|
csv_cleaned_datafilename = "prepared_data.csv"
|
||||||
|
cleaned_datafile = rootdirectory / 'data' / csv_cleaned_datafilename
|
||||||
|
|
||||||
|
# ____ end section _______
|
||||||
|
|
||||||
|
dataframe = pd.read_csv(datafile, sep=',')
|
||||||
|
|
||||||
|
dataframe.drop(columns=['company', 'phone'], inplace=True, axis=1)
|
||||||
|
dataframe.to_csv(cleaned_datafile, index=False)
|
||||||
@ -0,0 +1,28 @@
|
|||||||
|
"""
|
||||||
|
print(dataframe.head())
|
||||||
|
name last name mail
|
||||||
|
0 Frédéric Launay Marty zoeboutin@faure.net
|
||||||
|
1 Lorraine Boyer Lemaire rodriguesanouk@morin.com
|
||||||
|
2 Frédérique Le Royer Lebrun nguyennoel@tiscali.fr
|
||||||
|
3 Thierry Gomez Fischer alain91@gomez.org
|
||||||
|
4 Thibault-Charles Lecoq Leconte guilbertdenis@tele2.fr
|
||||||
|
|
||||||
|
"""
|
||||||
|
from pathlib import Path
|
||||||
|
|
||||||
|
import pandas as pd
|
||||||
|
|
||||||
|
# ____ config section ____
|
||||||
|
|
||||||
|
rootdirectory = Path(Path.cwd())
|
||||||
|
csv_cleaned_datafilename = "prepared_data.csv"
|
||||||
|
cleaned_datafile = rootdirectory / 'data' / csv_cleaned_datafilename
|
||||||
|
pylist_datafilename = "data.py"
|
||||||
|
pylist_datafile = rootdirectory / 'data' / pylist_datafilename
|
||||||
|
|
||||||
|
# ____ end section _______
|
||||||
|
|
||||||
|
dataframe = pd.read_csv(cleaned_datafile, sep=',')
|
||||||
|
with open(pylist_datafile, 'w') as fhandle:
|
||||||
|
fhandle.write(str(dataframe.values.tolist()))
|
||||||
|
|
||||||
@ -0,0 +1,33 @@
|
|||||||
|
"""
|
||||||
|
reads user from csv datafile
|
||||||
|
"""
|
||||||
|
|
||||||
|
import csv
|
||||||
|
from json import dump
|
||||||
|
from appinfra.password import password
|
||||||
|
|
||||||
|
from src.appinfra.config import csvfilename, jsonfilename
|
||||||
|
from src.appinfra.user import OriginalUser
|
||||||
|
|
||||||
|
|
||||||
|
def from_csv_to_obj(csvfilename):
|
||||||
|
with open(csvfilename, 'r') as fhandle:
|
||||||
|
reader = csv.reader(fhandle)
|
||||||
|
next(reader) # Skip header row
|
||||||
|
for prenom, nom, mail in reader:
|
||||||
|
user = OriginalUser(prenom, nom, mail)
|
||||||
|
user.password = password()
|
||||||
|
yield user
|
||||||
|
|
||||||
|
|
||||||
|
def from_csv_to_pydata(csvfilename):
|
||||||
|
for user in from_csv_to_obj(csvfilename):
|
||||||
|
yield user.pydata()
|
||||||
|
|
||||||
|
|
||||||
|
def from_csv_to_json(csvfilename, jsonfilename):
|
||||||
|
users = list(from_csv_to_pydata(csvfilename))
|
||||||
|
with open(jsonfilename, 'w') as fhandle:
|
||||||
|
dump(users, fhandle, indent=2)
|
||||||
|
|
||||||
|
from_csv_to_json(csvfilename, jsonfilename)
|
||||||
@ -0,0 +1,28 @@
|
|||||||
|
"""
|
||||||
|
print(dataframe.head())
|
||||||
|
name last name mail
|
||||||
|
0 Frédéric Launay Marty zoeboutin@faure.net
|
||||||
|
1 Lorraine Boyer Lemaire rodriguesanouk@morin.com
|
||||||
|
2 Frédérique Le Royer Lebrun nguyennoel@tiscali.fr
|
||||||
|
3 Thierry Gomez Fischer alain91@gomez.org
|
||||||
|
4 Thibault-Charles Lecoq Leconte guilbertdenis@tele2.fr
|
||||||
|
|
||||||
|
"""
|
||||||
|
from pathlib import Path
|
||||||
|
|
||||||
|
import pandas as pd
|
||||||
|
|
||||||
|
# ____ config section ____
|
||||||
|
|
||||||
|
rootdirectory = Path(Path.cwd())
|
||||||
|
csv_cleaned_datafilename = "prepared_data.csv"
|
||||||
|
cleaned_datafile = rootdirectory / 'data' / csv_cleaned_datafilename
|
||||||
|
pylist_datafilename = "visualize.txt"
|
||||||
|
pylist_datafile = rootdirectory / 'data' / pylist_datafilename
|
||||||
|
|
||||||
|
# ____ end section _______
|
||||||
|
|
||||||
|
dataframe = pd.read_csv(cleaned_datafile, sep=',')
|
||||||
|
with open(pylist_datafile, 'w') as fhandle:
|
||||||
|
fhandle.write(dataframe.to_string())
|
||||||
|
|
||||||
Loading…
Reference in New Issue