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python/.gitignore vendored Normal file
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# http://www.gnu.org/software/automake
Makefile.in
# http://www.gnu.org/software/autoconf
autom4te.cache
aclocal.m4
compile
configure
depcomp
install-sh
missing
stamp-h1
config.*
libtool
Makefile
!docs/Makefile
b2_class_test
test_tree_interactive
m4/libtool.m4
m4/ltoptions.m4
m4/ltsugar.m4
m4/ltversion.m4
m4/lt~obsolete.m4
serialization_test*
/config
.DS_Store
*.dirstamp
*.deps
*~
# Compiled Object files
*.slo
*.lo
*.o
*.obj
# Precompiled Headers
*.gch
*.pch
# Compiled Dynamic libraries
*.so
*.dylib
*.dll
# Fortran module files
*.mod
# Compiled Static libraries
*.lai
*.la
*.a
*.lib
# Executables
*.exe
*.out
*.app
# Python folder
%src
*.pyc
.idea
# Sphinx documentation
docs/build/
# Setuptools distribution folder.
/dist/
# Python egg metadata, regenerated from source files by setuptools.
/*.egg-info
# temporary files
*.tmp
build/

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Bertini(TM) version 2
Authors: D.J. Bates, D.A. Brake, J.D. Hauenstein, A.J. Sommese, C.W. Wampler
http://bertini.nd.edu
Copyright(C) 2016
*NOTICE*
This program is free software in that it is free to download (as source code or as a binary) and free to use on the computer(s) to which it was downloaded. You may redistribute it and/or modify it under the terms of the GNU General Public License version 3 as published by the Free Software Foundation (<http://www.gnu.org/licenses/>) with the additional terms and conditions listed below which are permitted under this license.
The following software modules shipped with Bertini have their own copyright: the
GNU Multiple Precision Library (GMP) and the GNU MPFR Library (MPFR). This license covers those parts of Bertini's source code written by the Authors and Developers, excluding these particular modules. Copyrights and licenses for these modules have been included in the directory LICENSES.
ADDITIONAL TERMS AND CONDITIONS
7. Additional Terms.
All specified reasonable legal notices or author attributions in the program and source code must be preserved.
Misrepresenting the origin of the source code in this program or modified versions is prohibited. Any modified versions of the source code in this program must be marked in a reasonable way as to demonstrate that it is different from the original version. This includes providing a detailed list of the modifications.
The Authors limit the use of the name Bertini(TM) to the original version and, without written consent of all living Authors or their successors, prohibit the use of this name for any other program. Moreover, without written consent of all living Authors or their successors, the Authors decline to grant rights under trademark law for the use of the name Bertini(TM).
All programs dependent on this software must indemnify the Authors of this program against any contractual assumptions of liability to the recipient.
END OF TERMS AND CONDITIONS
In addition to the stated license, we ask that any publications which made use of any version of Bertini, directly or indirectly via a covered work, include an appropriate citation to Bertini, as described on the website http://bertini.nd.edu/policy.html, or any future Bertini page created by the Authors and/or Development Team.
Acknowledgements
================
Current members of Bertini2 Development Team:
-- Dan Bates, Colorado State University
-- Dani Brake, University of Wisconsin Eau Claire
-- Jeb Collins, University of Mary Washington
-- Jonathan Hauenstein, University of Notre Dame
-- Tim Hodges, Colorado State University
-- Alan Liddell, Jr., University of Notre Dame
-- Francesco Pancaldi, University of Notre Dame
-- Hythem Sidkey, University of Notre Dame
-- Andrew Sommese, University of Notre Dame
-- Charles Wampler, General Motors Research and Development
The Authors and Development Team would like to express our gratitude for the financial support of the National Science Foundation.
Any opinions, findings, and conclusions or recommendations expressed in this material are those of the Authors and do not necessarily reflect those of the National Science Foundation.

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Acknowledgements
================
Current members of Bertini2 Development Team:
-- Dan Bates, Colorado State University
-- Dani Brake, University of Wisconsin Eau Claire
-- Jeb Collins, University of Mary Washington
-- Jonathan Hauenstein, University of Notre Dame
-- Tim Hodges, Colorado State University
-- Alan Liddell, Jr., University of Notre Dame
-- Francesco Pancaldi, University of Notre Dame
-- Andrew Sommese, University of Notre Dame
-- Charles Wampler, General Motors Research and Development
The Authors and Development Team would like to express our gratitude for the financial support of the National Science Foundation.
Any opinions, findings, and conclusions or recommendations expressed in this material are those of the Authors and do not necessarily reflect those of the National Science Foundation.

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cmake_minimum_required(VERSION 3.22)
project(pybertini)
# In order to find conda, run 'conda activate' and then use 'cmake .. -DCMAKE_PREFIX_PATH=$CONDA_PREFIX' when cmaking
# All source files to be compiled
# We can either explicitly list all files or use glob, we chose to explicitly list files and not to glob
#file(GLOB SOURCES src/*.cpp)
include_directories(include)
include_directories("${CMAKE_CURRENT_SOURCE_DIR}")
#Builds a C++ library and the python bindings around it
list(APPEND CMAKE_MODULE_PATH "${CMAKE_CURRENT_SOURCE_DIR}/cmake")
find_package(GMP REQUIRED)
find_package(MPFR REQUIRED)
find_package(MPC REQUIRED)
include_directories(${GMP_INCLUDES})
include_directories(${MPC_INCLUDES})
find_package(eigenpy 3.3 REQUIRED CONFIG)
# Find python and Boost - both are required dependencies
find_package(Python3 REQUIRED COMPONENTS Interpreter Development.Module NumPy)
# Without this, any build libraries automatically have names "lib{x}.so"
set(CMAKE_SHARED_MODULE_PREFIX "")
# this should be OS-specific, as .so is only for macos and unix.
set(CMAKE_SHARED_LIBRARY_SUFFIX ".so")
find_package(Eigen3 3.3 REQUIRED NO_MODULE)
# Eigenpy finds Boostpython, having our call to find boost libraries before the eigenpy call erases our call, so our call for boost libraries is after this line
find_package(bertini2 REQUIRED)
find_package(Boost 1.82 REQUIRED
COMPONENTS
serialization
wserialization
unit_test_framework
filesystem
system
chrono
regex
timer
log
thread
log_setup
python${Python_VERSION_MAJOR}${Python_VERSION_MINOR} # uses the versions found by find_package(Python3 ...) above.
)
set(PYBERTINI_HEADERS
include/bertini_python.hpp
include/eigenpy_interaction.hpp
include/function_tree_export.hpp
include/mpfr_export.hpp
include/random_export.hpp
include/node_export.hpp
include/symbol_export.hpp
include/operator_export.hpp
include/root_export.hpp
include/system_export.hpp
include/tracker_export.hpp
include/endgame_export.hpp
include/parser_export.hpp
include/generic_observer.hpp
include/generic_observable.hpp
include/tracker_observers.hpp
include/endgame_observers.hpp
include/detail.hpp
include/logging.hpp
)
set(PYBERTINI_SOURCES
src/eigenpy_interaction.cpp
src/logging.cpp
src/detail.cpp
src/containers.cpp
src/tracker_export.cpp
src/endgame_export.cpp
src/random_export.cpp
src/mpfr_export.cpp
src/node_export.cpp
src/symbol_export.cpp
src/operator_export.cpp
src/root_export.cpp
src/system_export.cpp
src/parser_export.cpp
src/generic_observable.cpp
src/generic_observer.cpp
src/tracker_observers.cpp
src/endgame_observers.cpp
src/zero_dim_export.cpp
src/bertini_python.cpp
)
set(CMAKE_CXX_STANDARD 17)
set(CMAKE_CXX_STANDARD_REQUIRED ON)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -DBOOST_PHOENIX_STL_TUPLE_H_")
set(CMAKE_POSITION_INDEPENDENT_CODE ON)
add_library(_pybertini SHARED ${PYBERTINI_SOURCES} ${PYBERTINI_HEADERS})
set_property(TARGET _pybertini PROPERTY INTERFACE_POSITION_INDEPENDENT_CODE ON)
set_target_properties(_pybertini PROPERTIES PREFIX "")
install(TARGETS _pybertini
DESTINATION "${CMAKE_CURRENT_SOURCE_DIR}/pybertini/")
target_link_libraries(_pybertini ${GMP_LIBRARIES})
target_link_libraries(_pybertini ${MPFR_LIBRARIES})
target_link_libraries(_pybertini ${MPC_LIBRARIES})
include_directories(${Boost_INCLUDE_DIRS})
include_directories(${PYTHON_INCLUDE_DIRS})
include_directories(${Python3_NumPy_INCLUDE_DIRS})
include_directories(${Bertini2_INCLUDES})
target_link_libraries(_pybertini Eigen3::Eigen)
target_link_libraries(_pybertini eigenpy::eigenpy)
target_link_libraries(_pybertini ${Bertini2_LIBRARIES})
target_link_libraries(_pybertini ${Boost_LIBRARIES})
#include(CMakePrintHelpers)

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GNU GENERAL PUBLIC LICENSE
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not impose a license fee, royalty, or other charge for exercise of
rights granted under this License, and you may not initiate litigation
(including a cross-claim or counterclaim in a lawsuit) alleging that
any patent claim is infringed by making, using, selling, offering for
sale, or importing the Program or any portion of it.
11. Patents.
A "contributor" is a copyright holder who authorizes use under this
License of the Program or a work on which the Program is based. The
work thus licensed is called the contributor's "contributor version".
A contributor's "essential patent claims" are all patent claims
owned or controlled by the contributor, whether already acquired or
hereafter acquired, that would be infringed by some manner, permitted
by this License, of making, using, or selling its contributor version,
but do not include claims that would be infringed only as a
consequence of further modification of the contributor version. For
purposes of this definition, "control" includes the right to grant
patent sublicenses in a manner consistent with the requirements of
this License.
Each contributor grants you a non-exclusive, worldwide, royalty-free
patent license under the contributor's essential patent claims, to
make, use, sell, offer for sale, import and otherwise run, modify and
propagate the contents of its contributor version.
In the following three paragraphs, a "patent license" is any express
agreement or commitment, however denominated, not to enforce a patent
(such as an express permission to practice a patent or covenant not to
sue for patent infringement). To "grant" such a patent license to a
party means to make such an agreement or commitment not to enforce a
patent against the party.
If you convey a covered work, knowingly relying on a patent license,
and the Corresponding Source of the work is not available for anyone
to copy, free of charge and under the terms of this License, through a
publicly available network server or other readily accessible means,
then you must either (1) cause the Corresponding Source to be so
available, or (2) arrange to deprive yourself of the benefit of the
patent license for this particular work, or (3) arrange, in a manner
consistent with the requirements of this License, to extend the patent
license to downstream recipients. "Knowingly relying" means you have
actual knowledge that, but for the patent license, your conveying the
covered work in a country, or your recipient's use of the covered work
in a country, would infringe one or more identifiable patents in that
country that you have reason to believe are valid.
If, pursuant to or in connection with a single transaction or
arrangement, you convey, or propagate by procuring conveyance of, a
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or convey a specific copy of the covered work, then the patent license
you grant is automatically extended to all recipients of the covered
work and works based on it.
A patent license is "discriminatory" if it does not include within
the scope of its coverage, prohibits the exercise of, or is
conditioned on the non-exercise of one or more of the rights that are
specifically granted under this License. You may not convey a covered
work if you are a party to an arrangement with a third party that is
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to the third party based on the extent of your activity of conveying
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parties who would receive the covered work from you, a discriminatory
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conveyed by you (or copies made from those copies), or (b) primarily
for and in connection with specific products or compilations that
contain the covered work, unless you entered into that arrangement,
or that patent license was granted, prior to 28 March 2007.
Nothing in this License shall be construed as excluding or limiting
any implied license or other defenses to infringement that may
otherwise be available to you under applicable patent law.
12. No Surrender of Others' Freedom.
If 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 convey a
covered work so as to satisfy simultaneously your obligations under this
License and any other pertinent obligations, then as a consequence you may
not convey it at all. For example, if you agree to terms that obligate you
to collect a royalty for further conveying from those to whom you convey
the Program, the only way you could satisfy both those terms and this
License would be to refrain entirely from conveying the Program.
13. Use with the GNU Affero General Public License.
Notwithstanding any other provision of this License, you have
permission to link or combine any covered work with a work licensed
under version 3 of the GNU Affero General Public License into a single
combined work, and to convey the resulting work. The terms of this
License will continue to apply to the part which is the covered work,
but the special requirements of the GNU Affero General Public License,
section 13, concerning interaction through a network will apply to the
combination as such.
14. Revised Versions of this License.
The Free Software Foundation may publish revised and/or new versions of
the GNU General Public License from time to time. Such new versions will
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Each version is given a distinguishing version number. If the
Program specifies that a certain numbered version of the GNU General
Public License "or any later version" applies to it, you have the
option of following the terms and conditions either of that numbered
version or of any later version published by the Free Software
Foundation. If the Program does not specify a version number of the
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by the Free Software Foundation.
If the Program specifies that a proxy can decide which future
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to choose that version for the Program.
Later license versions may give you additional or different
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author or copyright holder as a result of your choosing to follow a
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THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY
APPLICABLE LAW. EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT
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IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF
ALL NECESSARY SERVICING, REPAIR OR CORRECTION.
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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.
17. Interpretation of Sections 15 and 16.
If the disclaimer of warranty and limitation of liability provided
above cannot be given local legal effect according to their terms,
reviewing courts shall apply local law that most closely approximates
an absolute waiver of all civil liability in connection with the
Program, unless a warranty or assumption of liability accompanies a
copy of the Program in return for a fee.
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
state 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 a brief idea of what it does.>
Copyright (C) <year> <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 3 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, see <http://www.gnu.org/licenses/>.
Also add information on how to contact you by electronic and paper mail.
If the program does terminal interaction, make it output a short
notice like this when it starts in an interactive mode:
<program> Copyright (C) <year> <name of author>
This program 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, your program's commands
might be different; for a GUI interface, you would use an "about box".
You should also get your employer (if you work as a programmer) or school,
if any, to sign a "copyright disclaimer" for the program, if necessary.
For more information on this, and how to apply and follow the GNU GPL, see
<http://www.gnu.org/licenses/>.
The GNU 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. But first, please read
<http://www.gnu.org/philosophy/why-not-lgpl.html>.

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Installation Instructions
*************************
Copyright (C) 1994-1996, 1999-2002, 2004-2017, 2020-2021 Free
Software Foundation, Inc.
Copying and distribution of this file, with or without modification,
are permitted in any medium without royalty provided the copyright
notice and this notice are preserved. This file is offered as-is,
without warranty of any kind.
Basic Installation
==================
Briefly, the shell command './configure && make && make install'
should configure, build, and install this package. The following
more-detailed instructions are generic; see the 'README' file for
instructions specific to this package. Some packages provide this
'INSTALL' file but do not implement all of the features documented
below. The lack of an optional feature in a given package is not
necessarily a bug. More recommendations for GNU packages can be found
in *note Makefile Conventions: (standards)Makefile Conventions.
The 'configure' shell script attempts to guess correct values for
various system-dependent variables used during compilation. It uses
those values to create a 'Makefile' in each directory of the package.
It may also create one or more '.h' files containing system-dependent
definitions. Finally, it creates a shell script 'config.status' that
you can run in the future to recreate the current configuration, and a
file 'config.log' containing compiler output (useful mainly for
debugging 'configure').
It can also use an optional file (typically called 'config.cache' and
enabled with '--cache-file=config.cache' or simply '-C') that saves the
results of its tests to speed up reconfiguring. Caching is disabled by
default to prevent problems with accidental use of stale cache files.
If you need to do unusual things to compile the package, please try
to figure out how 'configure' could check whether to do them, and mail
diffs or instructions to the address given in the 'README' so they can
be considered for the next release. If you are using the cache, and at
some point 'config.cache' contains results you don't want to keep, you
may remove or edit it.
The file 'configure.ac' (or 'configure.in') is used to create
'configure' by a program called 'autoconf'. You need 'configure.ac' if
you want to change it or regenerate 'configure' using a newer version of
'autoconf'.
The simplest way to compile this package is:
1. 'cd' to the directory containing the package's source code and type
'./configure' to configure the package for your system.
Running 'configure' might take a while. While running, it prints
some messages telling which features it is checking for.
2. Type 'make' to compile the package.
3. Optionally, type 'make check' to run any self-tests that come with
the package, generally using the just-built uninstalled binaries.
4. Type 'make install' to install the programs and any data files and
documentation. When installing into a prefix owned by root, it is
recommended that the package be configured and built as a regular
user, and only the 'make install' phase executed with root
privileges.
5. Optionally, type 'make installcheck' to repeat any self-tests, but
this time using the binaries in their final installed location.
This target does not install anything. Running this target as a
regular user, particularly if the prior 'make install' required
root privileges, verifies that the installation completed
correctly.
6. You can remove the program binaries and object files from the
source code directory by typing 'make clean'. To also remove the
files that 'configure' created (so you can compile the package for
a different kind of computer), type 'make distclean'. There is
also a 'make maintainer-clean' target, but that is intended mainly
for the package's developers. If you use it, you may have to get
all sorts of other programs in order to regenerate files that came
with the distribution.
7. Often, you can also type 'make uninstall' to remove the installed
files again. In practice, not all packages have tested that
uninstallation works correctly, even though it is required by the
GNU Coding Standards.
8. Some packages, particularly those that use Automake, provide 'make
distcheck', which can by used by developers to test that all other
targets like 'make install' and 'make uninstall' work correctly.
This target is generally not run by end users.
Compilers and Options
=====================
Some systems require unusual options for compilation or linking that
the 'configure' script does not know about. Run './configure --help'
for details on some of the pertinent environment variables.
You can give 'configure' initial values for configuration parameters
by setting variables in the command line or in the environment. Here is
an example:
./configure CC=c99 CFLAGS=-g LIBS=-lposix
*Note Defining Variables::, for more details.
Compiling For Multiple Architectures
====================================
You can compile the package for more than one kind of computer at the
same time, by placing the object files for each architecture in their
own directory. To do this, you can use GNU 'make'. 'cd' to the
directory where you want the object files and executables to go and run
the 'configure' script. 'configure' automatically checks for the source
code in the directory that 'configure' is in and in '..'. This is known
as a "VPATH" build.
With a non-GNU 'make', it is safer to compile the package for one
architecture at a time in the source code directory. After you have
installed the package for one architecture, use 'make distclean' before
reconfiguring for another architecture.
On MacOS X 10.5 and later systems, you can create libraries and
executables that work on multiple system types--known as "fat" or
"universal" binaries--by specifying multiple '-arch' options to the
compiler but only a single '-arch' option to the preprocessor. Like
this:
./configure CC="gcc -arch i386 -arch x86_64 -arch ppc -arch ppc64" \
CXX="g++ -arch i386 -arch x86_64 -arch ppc -arch ppc64" \
CPP="gcc -E" CXXCPP="g++ -E"
This is not guaranteed to produce working output in all cases, you
may have to build one architecture at a time and combine the results
using the 'lipo' tool if you have problems.
Installation Names
==================
By default, 'make install' installs the package's commands under
'/usr/local/bin', include files under '/usr/local/include', etc. You
can specify an installation prefix other than '/usr/local' by giving
'configure' the option '--prefix=PREFIX', where PREFIX must be an
absolute file name.
You can specify separate installation prefixes for
architecture-specific files and architecture-independent files. If you
pass the option '--exec-prefix=PREFIX' to 'configure', the package uses
PREFIX as the prefix for installing programs and libraries.
Documentation and other data files still use the regular prefix.
In addition, if you use an unusual directory layout you can give
options like '--bindir=DIR' to specify different values for particular
kinds of files. Run 'configure --help' for a list of the directories
you can set and what kinds of files go in them. In general, the default
for these options is expressed in terms of '${prefix}', so that
specifying just '--prefix' will affect all of the other directory
specifications that were not explicitly provided.
The most portable way to affect installation locations is to pass the
correct locations to 'configure'; however, many packages provide one or
both of the following shortcuts of passing variable assignments to the
'make install' command line to change installation locations without
having to reconfigure or recompile.
The first method involves providing an override variable for each
affected directory. For example, 'make install
prefix=/alternate/directory' will choose an alternate location for all
directory configuration variables that were expressed in terms of
'${prefix}'. Any directories that were specified during 'configure',
but not in terms of '${prefix}', must each be overridden at install time
for the entire installation to be relocated. The approach of makefile
variable overrides for each directory variable is required by the GNU
Coding Standards, and ideally causes no recompilation. However, some
platforms have known limitations with the semantics of shared libraries
that end up requiring recompilation when using this method, particularly
noticeable in packages that use GNU Libtool.
The second method involves providing the 'DESTDIR' variable. For
example, 'make install DESTDIR=/alternate/directory' will prepend
'/alternate/directory' before all installation names. The approach of
'DESTDIR' overrides is not required by the GNU Coding Standards, and
does not work on platforms that have drive letters. On the other hand,
it does better at avoiding recompilation issues, and works well even
when some directory options were not specified in terms of '${prefix}'
at 'configure' time.
Optional Features
=================
If the package supports it, you can cause programs to be installed
with an extra prefix or suffix on their names by giving 'configure' the
option '--program-prefix=PREFIX' or '--program-suffix=SUFFIX'.
Some packages pay attention to '--enable-FEATURE' options to
'configure', where FEATURE indicates an optional part of the package.
They may also pay attention to '--with-PACKAGE' options, where PACKAGE
is something like 'gnu-as' or 'x' (for the X Window System). The
'README' should mention any '--enable-' and '--with-' options that the
package recognizes.
For packages that use the X Window System, 'configure' can usually
find the X include and library files automatically, but if it doesn't,
you can use the 'configure' options '--x-includes=DIR' and
'--x-libraries=DIR' to specify their locations.
Some packages offer the ability to configure how verbose the
execution of 'make' will be. For these packages, running './configure
--enable-silent-rules' sets the default to minimal output, which can be
overridden with 'make V=1'; while running './configure
--disable-silent-rules' sets the default to verbose, which can be
overridden with 'make V=0'.
Particular systems
==================
On HP-UX, the default C compiler is not ANSI C compatible. If GNU CC
is not installed, it is recommended to use the following options in
order to use an ANSI C compiler:
./configure CC="cc -Ae -D_XOPEN_SOURCE=500"
and if that doesn't work, install pre-built binaries of GCC for HP-UX.
HP-UX 'make' updates targets which have the same timestamps as their
prerequisites, which makes it generally unusable when shipped generated
files such as 'configure' are involved. Use GNU 'make' instead.
On OSF/1 a.k.a. Tru64, some versions of the default C compiler cannot
parse its '<wchar.h>' header file. The option '-nodtk' can be used as a
workaround. If GNU CC is not installed, it is therefore recommended to
try
./configure CC="cc"
and if that doesn't work, try
./configure CC="cc -nodtk"
On Solaris, don't put '/usr/ucb' early in your 'PATH'. This
directory contains several dysfunctional programs; working variants of
these programs are available in '/usr/bin'. So, if you need '/usr/ucb'
in your 'PATH', put it _after_ '/usr/bin'.
On Haiku, software installed for all users goes in '/boot/common',
not '/usr/local'. It is recommended to use the following options:
./configure --prefix=/boot/common
Specifying the System Type
==========================
There may be some features 'configure' cannot figure out
automatically, but needs to determine by the type of machine the package
will run on. Usually, assuming the package is built to be run on the
_same_ architectures, 'configure' can figure that out, but if it prints
a message saying it cannot guess the machine type, give it the
'--build=TYPE' option. TYPE can either be a short name for the system
type, such as 'sun4', or a canonical name which has the form:
CPU-COMPANY-SYSTEM
where SYSTEM can have one of these forms:
OS
KERNEL-OS
See the file 'config.sub' for the possible values of each field. If
'config.sub' isn't included in this package, then this package doesn't
need to know the machine type.
If you are _building_ compiler tools for cross-compiling, you should
use the option '--target=TYPE' to select the type of system they will
produce code for.
If you want to _use_ a cross compiler, that generates code for a
platform different from the build platform, you should specify the
"host" platform (i.e., that on which the generated programs will
eventually be run) with '--host=TYPE'.
Sharing Defaults
================
If you want to set default values for 'configure' scripts to share,
you can create a site shell script called 'config.site' that gives
default values for variables like 'CC', 'cache_file', and 'prefix'.
'configure' looks for 'PREFIX/share/config.site' if it exists, then
'PREFIX/etc/config.site' if it exists. Or, you can set the
'CONFIG_SITE' environment variable to the location of the site script.
A warning: not all 'configure' scripts look for a site script.
Defining Variables
==================
Variables not defined in a site shell script can be set in the
environment passed to 'configure'. However, some packages may run
configure again during the build, and the customized values of these
variables may be lost. In order to avoid this problem, you should set
them in the 'configure' command line, using 'VAR=value'. For example:
./configure CC=/usr/local2/bin/gcc
causes the specified 'gcc' to be used as the C compiler (unless it is
overridden in the site shell script).
Unfortunately, this technique does not work for 'CONFIG_SHELL' due to an
Autoconf limitation. Until the limitation is lifted, you can use this
workaround:
CONFIG_SHELL=/bin/bash ./configure CONFIG_SHELL=/bin/bash
'configure' Invocation
======================
'configure' recognizes the following options to control how it
operates.
'--help'
'-h'
Print a summary of all of the options to 'configure', and exit.
'--help=short'
'--help=recursive'
Print a summary of the options unique to this package's
'configure', and exit. The 'short' variant lists options used only
in the top level, while the 'recursive' variant lists options also
present in any nested packages.
'--version'
'-V'
Print the version of Autoconf used to generate the 'configure'
script, and exit.
'--cache-file=FILE'
Enable the cache: use and save the results of the tests in FILE,
traditionally 'config.cache'. FILE defaults to '/dev/null' to
disable caching.
'--config-cache'
'-C'
Alias for '--cache-file=config.cache'.
'--quiet'
'--silent'
'-q'
Do not print messages saying which checks are being made. To
suppress all normal output, redirect it to '/dev/null' (any error
messages will still be shown).
'--srcdir=DIR'
Look for the package's source code in directory DIR. Usually
'configure' can determine that directory automatically.
'--prefix=DIR'
Use DIR as the installation prefix. *note Installation Names:: for
more details, including other options available for fine-tuning the
installation locations.
'--no-create'
'-n'
Run the configure checks, but stop before creating any output
files.
'configure' also accepts some other, not widely useful, options. Run
'configure --help' for more details.

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As a user, skip to step 2. as a developer, to compile this project, you need to
1) Regenerate the configure script, and some other m4 macros, etc, so that the build system is complete. This requires the autotools, modern versions. The command for this is
autoreconf -vfi
The -vfi flags are for (v)erbose, (f)orce, and (i)nstall. If this step fails, you almost certainly have outdated autotools software, most namely automake, autoconf, and libtool. Update your tools as necessary.
On Linux machines, you may have to run the command
libttoolize
in order to get autoreconf to work.
--------------
As a user, or maintainer, engage in the standard build process for any software built using the autotools.
2) ./configure (with your options)
3) make
Then, if you want to, you can run the test programs. So far, there is one: b2_class_test. It is built using the Boost.UnitTest library, and can produce a variety of output files, and be run in a variety of modes. These options are not documented here.
-------------
notes:
If you add files to the project, or wish to add a compiled program, etc, you modify the b2/core/Makefile.am, and a b2/core/path/to/Makemodule.am file, or possibly create a Makemodule.am file at the correct location. If you need help with this, please contact Dani Brake brakeda@uwec.edu
Please do not commit autotools-built files to the repository, including the configure script, any file in the created b2/core/config/ folder, or the others. There is a chance you may have to add a m4 macro or something, and this is ok. Do what you need, but commit only the source files, not generated files.
Please maintain this file by editing it as necessary.

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../../core/cmake/FindGMP.cmake

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../../core/cmake/FindMPC.cmake

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if(WIN32)
find_path(Bertini2_INCLUDE_DIR
NAMES bertini2
PATHS "$ENV{BERTINI2_DIR}/Include")
find_library(Bertini2_LIBRARY
NAMES bertini2
PATHS "$ENV{BERTINI2_DIR}/Lib")
elseif(UNIX)
find_path(Bertini2_INCLUDE_DIR
NAMES bertini2/bertini.hpp
PATHS "$ENV{BERTINI2_DIR}/include" ${INCLUDE_INSTALL_DIR})
find_library(Bertini2_LIBRARY
NAMES bertini2
PATHS "$ENV{BERTINI2_DIR}/lib" ${LIB_INSTALL_DIR})
endif()
set(Bertini2_INCLUDES ${Bertini2_INCLUDE_DIR})
set(Bertini2_LIBRARIES ${Bertini2_LIBRARY})

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# Minimal makefile for Sphinx documentation
#
# You can set these variables from the command line.
SPHINXOPTS =
SPHINXBUILD = sphinx-build
SPHINXPROJ = pybertini
SOURCEDIR = source
BUILDDIR = build
# Put it first so that "make" without argument is like "make help".
help:
@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
.PHONY: help Makefile
# Catch-all target: route all unknown targets to Sphinx using the new
# "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS).
%: Makefile
@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)

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# for _static

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🛠 Building PyBertini
****************************
This part is unsatisfactory to me. I really wish the package would just detect dependencies, and build itself. However, since there is a C++ library behind it, this is not yet implemented. For now, you have to configure, compile, and install yourself.
Please see `the b2 wiki entry for compilation <https://github.com/bertiniteam/b2/wiki/Compilation-Guide>`_

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#!/usr/bin/env python3
# -*- coding: utf-8 -*-
#
# PyBertini documentation build configuration file, created by
# sphinx-quickstart on Wed Oct 4 23:28:46 2017.
#
# This file is execfile()d with the current directory set to its
# containing dir.
#
# Note that not all possible configuration values are present in this
# autogenerated file.
#
# All configuration values have a default; values that are commented out
# serve to show the default.
# If extensions (or modules to document with autodoc) are in another directory,
# add these directories to sys.path here. If the directory is relative to the
# documentation root, use os.path.abspath to make it absolute, like shown here.
#
# import os
# import sys
# sys.path.insert(0, os.path.abspath('.'))
# stuff to get autodoc to work. silviana amethyst
import sys
import os
sys.path.insert(0,os.path.abspath('../../.libs'))
sys.path.insert(0, os.path.abspath('../..'))
# -- General configuration ------------------------------------------------
# If your documentation needs a minimal Sphinx version, state it here.
#
# needs_sphinx = '1.0'
# Add any Sphinx extension module names here, as strings. They can be
# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
# ones.
extensions = ['sphinx.ext.autodoc',
'sphinx.ext.doctest',
'sphinx.ext.todo',
'sphinx.ext.coverage',
'sphinx.ext.mathjax',
'sphinx.ext.githubpages',
'sphinx.ext.autosectionlabel',
'sphinxcontrib.bibtex']
bibtex_bibfiles = ['../../../doc_resources/bertini2.bib']
# 'sphinx.ext.autosectionlabel_prefix_document',
autodoc_default_flags = ['members', 'undoc-members','show-inheritance']
#, 'special-members'
#, , 'inherited-members'
# see http://www.sphinx-doc.org/en/stable/ext/autodoc.html#confval-autoclass_content
autoclass_content = 'both'
# Add any paths that contain templates here, relative to this directory.
templates_path = ['_templates']
# The suffix(es) of source filenames.
# You can specify multiple suffix as a list of string:
#
# source_suffix = ['.rst', '.md']
source_suffix = '.rst'
# The master toctree document.
master_doc = 'index'
# General information about the project.
project = 'PyBertini'
copyright = '2015-2021, Bertini Team'
author = 'Bertini Team'
# The version info for the project you're documenting, acts as replacement for
# |version| and |release|, also used in various other places throughout the
# built documents.
try:
import git #package gitpython
repo = git.Repo(search_parent_directories=True)
last_commit = str(repo.head.commit)
version = last_commit[:7]
release = last_commit # full version
except:
last_commit = 'gitpython not installed'
version = last_commit # The short X.Y version.
release = version # The full version, including alpha/beta/rc tags.
# The language for content autogenerated by Sphinx. Refer to documentation
# for a list of supported languages.
#
# This is also used if you do content translation via gettext catalogs.
# Usually you set "language" from the command line for these cases.
language = None
# List of patterns, relative to source directory, that match files and
# directories to ignore when looking for source files.
# This patterns also effect to html_static_path and html_extra_path
exclude_patterns = ['test']
# The name of the Pygments (syntax highlighting) style to use.
pygments_style = 'sphinx'
# If true, `todo` and `todoList` produce output, else they produce nothing.
todo_include_todos = True
# -- Options for HTML output ----------------------------------------------
# The theme to use for HTML and HTML Help pages. See the documentation for
# a list of builtin themes.
#
html_theme = 'bizstyle'
# Theme options are theme-specific and customize the look and feel of a theme
# further. For a list of options available for each theme, see the
# documentation.
#
# html_theme_options = {}
# Add any paths that contain custom static files (such as style sheets) here,
# relative to this directory. They are copied after the builtin static files,
# so a file named "default.css" will overwrite the builtin "default.css".
html_static_path = ['_static']
# -- Options for HTMLHelp output ------------------------------------------
# Output file base name for HTML help builder.
htmlhelp_basename = 'PyBertinidoc'
# -- Options for LaTeX output ---------------------------------------------
latex_elements = {
# The paper size ('letterpaper' or 'a4paper').
#
# 'papersize': 'letterpaper',
# The font size ('10pt', '11pt' or '12pt').
#
# 'pointsize': '10pt',
# Additional stuff for the LaTeX preamble.
#
# 'preamble': '',
# Latex figure (float) alignment
#
# 'figure_align': 'htbp',
}
# Grouping the document tree into LaTeX files. List of tuples
# (source start file, target name, title,
# author, documentclass [howto, manual, or own class]).
latex_documents = [
(master_doc, 'PyBertini.tex', 'PyBertini Documentation',
'Bertini Team', 'manual'),
]
# -- Options for manual page output ---------------------------------------
# One entry per manual page. List of tuples
# (source start file, name, description, authors, manual section).
man_pages = [
(master_doc, 'pybertini', 'PyBertini Documentation',
[author], 1)
]
# -- Options for Texinfo output -------------------------------------------
# Grouping the document tree into Texinfo files. List of tuples
# (source start file, target name, title, author,
# dir menu entry, description, category)
texinfo_documents = [
(master_doc, 'PyBertini', 'PyBertini Documentation',
author, 'PyBertini', 'Software for Numerical Algebraic Geometry.',
'Miscellaneous'),
]
html_logo = "images/bpy_icon_.svg"

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quick nav links:
* jump to :ref:`👩‍🔧 Detailed`
* jump to :ref:`🔦 Tutorials`

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🎛 Configurations for algorithms, trackers, endgames, etc
===================================================================
.. include:: common_doc_nav.incl
🛤 Tracking configs
---------------------------
* :class:`pybertini.tracking.config.SteppingConfig`
* :class:`pybertini.tracking.config.NewtonConfig`
* :class:`pybertini.tracking.config.AMPConfig`
* :class:`pybertini.tracking.config.FixedPrecisionConfig`
.. autoclass:: pybertini.tracking.config.SteppingConfig
.. autoclass:: pybertini.tracking.config.NewtonConfig
.. autoclass:: pybertini.tracking.config.AMPConfig
.. autoclass:: pybertini.tracking.config.FixedPrecisionConfig
🎮 Endgame configs
-------------------------
.. autoclass:: pybertini.endgame.config.Endgame
Algorithm configs
---------------------------

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🕳 pybertini.list
=====================
.. include:: common_doc_nav.incl
Notes
--------
These types are exposed to Python, because they are returned types from some function or another. They should be fully interoperable with regular lists, except they can't contain arbitrary things.
Auto-generated docs
--------------------
.. automodule:: pybertini.list

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🗡 C++-flavored gory-detail documentation
===============================================
.. include:: common_doc_nav.incl
_pybertini
-------------------
.. automodule:: _pybertini
_pybertini.function_tree
----------------------------
.. automodule:: _pybertini.function_tree
_pybertini.tracking
----------------------
.. automodule:: _pybertini.tracking
_pybertini.endgames
----------------------
.. automodule:: _pybertini.endgame

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👩‍🔧 Detailed
*******************
.. include:: common_doc_nav.incl
This is a stub page, which merely acts to point you to more specific places in the documentation. Table of contents below 🔽.
🖍 Highlights
--------------------
.. toctree::
:maxdepth: 2
configs
⚙️ Modules
-------------
.. toctree::
:maxdepth: 1
top_level
doubleprec
multiprec
function_tree
system
start_system
tracking
endgame
parse
containers
logging
🎱 Things you probably don't need
----------------------------------------
.. toctree::
:maxdepth: 1
cpp_side
🕸 PyBertini doc archives <https://doc.bertini2.org/pybertini_archives>

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2⃣ pybertini.doubleprec
==============================
.. include:: common_doc_nav.incl
Notes
--------
Auto-generated docs
--------------------
.. automodule:: pybertini.doubleprec

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🎮 pybertini.endgame
==========================
.. include:: common_doc_nav.incl
Notes
--------
Auto-generated docs
--------------------
.. automodule:: pybertini.endgame
🎮 pybertini.endgame.config
=====================================
.. automodule:: pybertini.endgame.config

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🌳 pybertini.function_tree
===================================
.. include:: common_doc_nav.incl
Notes
--------
Auto-generated docs
--------------------
.. automodule:: pybertini.function_tree
:members:
🌳 pybertini.function_tree.symbol
======================================
.. automodule:: pybertini.function_tree.symbol
:members:
🌳 pybertini.function_tree.root
==================================
.. automodule:: pybertini.function_tree.root
:members:

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📋 pybertini.logging
=====================
.. include:: common_doc_nav.incl
Notes
--------
Logging is enabled for PyBertini through Bertini2's core logging facilities, in turn powered by Boost.Log.
They currently aren't fancy, but you have a few things you can do.
#. Adjust the level. See :class:`~pybertini.logging.severity_level` and :func:`~pybertini.logging.set_level`
Auto-generated docs
--------------------
.. automodule:: pybertini.logging

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🃏 pybertini.multiprec
============================
.. include:: common_doc_nav.incl
Notes
--------
Auto-generated docs
--------------------
.. automodule:: pybertini.multiprec

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💬 pybertini.parse
=====================
.. include:: common_doc_nav.incl
Notes
--------
Auto-generated docs
--------------------
.. automodule:: pybertini.parse

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🚦 pybertini.system.start_system
==================================
.. include:: common_doc_nav.incl
Notes
--------
Auto-generated docs
--------------------
.. automodule:: pybertini.system.start_system

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🏙 pybertini.system
==========================
.. include:: common_doc_nav.incl
Notes
--------
Auto-generated docs
--------------------
.. automodule:: pybertini.system

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🔝 pybertini
==================
.. include:: common_doc_nav.incl
Namespaces
-------------
* :py:mod:`~pybertini.multiprec`
* :py:mod:`~pybertini.system`
* :py:mod:`~pybertini.function_tree`
* :py:mod:`~pybertini.tracking`
* :py:mod:`~pybertini.endgame`
Convenience
------------
For your convenience, these things have been placed in the root level `pybertini` namespace:
* :class:`~pybertini.system.System`
* :class:`~pybertini.function_tree.symbol.Variable`
* :class:`~pybertini.function_tree.VariableGroup`
There's not a whole lot else at this level. Pybertini mostly exists in submodules, to help things be organized.

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🛤 pybertini.tracking
===========================
.. include:: common_doc_nav.incl
Notes
--------
Trackers in Bertini2 are stateful objects, that refer to a system they are tracking, hold their specific settings, and have a notion of current time and space value.
Here are some particular classes and functions to pay attention to:
* :class:`pybertini.tracking.AMPTracker`
* :class:`pybertini.tracking.DoublePrecisionTracker`
* :class:`pybertini.tracking.MultiplePrecisionTracker`
Here are the implemented ODE predictors you can choose from:
* :class:`pybertini.tracking.Predictor`
Calls to :meth:`track_path` return a :class:`pybertini.tracking.SuccessCode`.
And, trackers are implemented using observer pattern. They live in the ``pybertini.tracking.observers`` namespace, with provisions for each tracker type available under a submodule thereof: ``amp``, ``multiple``, and ``double``. They are also conveniently available using the ``tr.observers``, where ``tr`` is a tracker you already made. See :mod:`pybertini.tracking.observers.amp`
Auto-generated docs
--------------------
.. automodule:: pybertini.tracking
🛤 pybertini.tracking.config
=====================================
.. automodule:: pybertini.tracking.config
🛤 pybertini.tracking.observers
===================================
📝 All of these are available for all trackers, though you should use the ones for your tracker type. Look in ``pybertini.tracking.AMPTracker.observers``, etc.
.. automodule:: pybertini.tracking.observers
#. ``pybertini.tracking.observers.amp``
#. ``pybertini.tracking.observers.double``
#. ``pybertini.tracking.observers.multiple``
📝 Symmetrically, there are the same observers in all three.
.. automodule:: pybertini.tracking.observers.amp
Know that you are loved and appreciated, dear reader. 💟

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.. PyBertini documentation master file, created by
sphinx-quickstart on Wed Oct 4 23:28:46 2017.
You can adapt this file completely to your liking, but it should at least
contain the root `toctree` directive.
PyBertini -- the Python bindings for Bertini
*************************************************
1⃣ Introductory materials
==================================
.. toctree::
:maxdepth: 2
intro
tutorials/tutorials
🏛 Reference materials
============================
.. toctree::
:maxdepth: 3
detailed/detailed
building
zbib
🔀 Indices and tables
=============================
* :ref:`genindex`
* :ref:`modindex`
* 🔍 :ref:`search`

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👋 Welcome to PyBertini
====================================
Bertini is software for numerically solving systems of polynomials. PyBertini is the Python provided for running Bertini.
🗺 Mathematical overview
----------------------------------
The main algorithm for numerical algebraic geometry implemented in Bertini is homotopy continuation. A homotopy is formed, and the solutions to the start system are continued into the solutions for the target system.
.. figure:: images_common/homotopycontinuation_generic_40ppi.png
:scale: 100 %
:alt: Homotopy continuation
Predictor-corrector methods with optional adaptive precision track paths from 1 to 0, solving :math:`f`.
The definitive resource for Bertini 1 is the book :cite:`bertinibook`. While the way we interact with Bertini changes from version 1 to version 2, particularly when using PyBertini, the algorithms remain fundamentally the same. So do most of the ways to change settings for the path trackers, etc. We believe that embracing the flexibility of Python3 with PyBertini allows for much greater flexibility. It also will relieve the user from the burden of input and output file writing and parsing. Instead, computed results are returned directly to the user.
Consider checking out the :ref:`🔦 Tutorials`.
⛲️ Source code
---------------------------
PyBertini is distributed with Bertini2, available at `its GitHub repo <https://github.com/bertiniteam/b2>`_.
The core is written in template-heavy C++, and is exposed to Python through Boost.Python.
⚖️ Licenses
------------------
Bertini2 and its direct components are available under GPL3, with additional clauses in section 7 to protect the Bertini name. Bertini2 also uses open source softwares, with their own licenses, which may be found in the Bertini2 repository, in the licenses folder.

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♻️ Evaluation of cyclic-:math:`n` polynomials
*******************************************************
Bertini is software for algebraic geometry. This means we work with systems of polynomials, a critical component of which is system and function evaluation.
Bertini2 allows us to set up many kinds of functions, and thus systems, by exploting operator overloading.
Make some symbols
==================
Let's start by making some variables, programmatically [1]_.
::
import pybertini
import numpy
num_vars = 10
x = [None] * num_vars # preallocate the list
for ii in range(num_vars):
x[ii] = pybertini.Variable('x' + str(ii))
Huzzah, we have `num_vars` variables! This was hard to do in Bertini 1's classic style input files. Now we can do it directly! 🎯
Write a function to produce the cyclic :math:`n` polynomials :cite:`cyclic_n`.
::
def cyclic(vars):
n = len(vars)
f = [None] * len(vars)
y = []
for ii in range(2):
for x in vars:
y.append(x)
for ii in range(n-1):
f[ii] = numpy.sum( [numpy.prod(y[jj:jj+ii+1]) for jj in range(n)] )
# the last one is minus one
f[-1] = numpy.prod(vars)-1
return f
Now we will make a System, and put the cyclic polynomials into it.
::
sys = pybertini.System()
for f in cyclic(x):
sys.add_function(f)
print(sys) # long screen output, i know
We also need to associate the variables with the system. Unassociated variables are left unknown, and retain their value until elsewhere set.
::
vg = pybertini.VariableGroup()
for var in x:
vg.append(var)
sys.add_variable_group(vg)
Let's simplify this. It will modify elements of the constructed function tree, even those held externally -- Bertini uses shared pointers under the hood, so pay attention to where you re-use parts of your functions, because later modification of them without deep cloning will cause ... modification elsewhere, too.
::
pybertini.system.simplify(sys)
Now, let's evaluate it at the origin -- all zero's (0 is the default value for multiprecision complex numbers in Bertini2). The returned value should be all zero's except the last entry, which should be -1.
::
s = pybertini.multiprec.Vector()
s.resize(num_vars)
sys.eval(s)
Yay, all zeros, except the last one is -1. Huzzah.
Let's change the values of our vector, and re-evaluate.
::
for ii in range(num_vars):
s[ii] = pybertini.multiprec.Complex(ii)
sys.eval(s)
There is much more one can do, too! Please write the authors, particularly Dani Brake, for more.
.. [1] This is one of the reasons we wrote Bertini2's symbolic C++ core and exposed it to Python.

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🎮 Using an endgame to compute singular endpoints
*********************************************************
Background
==============
Polynomial systems often have singular solutions. In numerical algebraic geometry, we want to compute all solutions, even the challenging singular ones. The normal method of homotopy continuation with straight-line tracking fails to compute such roots, because tracking to a place where the Jacobian is non-invertible using methods that require inverting the Jacobian is doomed to fail [#]_.
So, if we can't track to a singular solution, but we still want to track to compute them, what are we to do? We track around them, or near them, but not actually to them. These methods are collectively called *endgames*, a term coined to evoke a sense of chess :cite:`morgan1990computing` :cite:`morgan1992computing` :cite:`morgan1992power`. Thanks, Andrew Sommese, Charles Wampler, and Alexander Morgan, for everything you have given our community.
Endgames represent a way to finish a tracking of a path, when the endpoint is possibly singular. Rather than track all the way to the endtime, you instead run an endgame that uses mathematical theory to compute the root.
Endgames in PyBertini
==========================
An endgame is a computational tool that one does in the final stage of a path track to a possibly singular root. There are two implemented endgames in Bertini:
#. Power series (PSEG) -- uses `Hermite interpolation <https://en.wikipedia.org/wiki/Hermite_interpolation>`_ across a sequence of geometrically-spaced points (in time) to extrapolate to a target time :cite:`morgan1992power`.
#. Cauchy (CauchyEG)-- uses `Cauchy's integral formula <https://en.wikipedia.org/wiki/Cauchy's_integral_formula>`_ in a sequence of circles about the root you are computing.
Both try to compute the cycle number :math:`c` for the root. In PSEG, :math:`c` is used as the degree of a Hermite interpolant used to extrapolate to 0. In CauchyEG, it is used for the number of cycles to walk before doing a trapezoid-rule integral.
Each is provided in the three precision modes, double, fixed multiple, and adaptive. Since we are using the :class:`~pybertini.tracking.AMPTracker` in this tutorial, we will of course use the adaptive endgame. I really like the Cauchy endgame, so we're in the land of the :class:`~pybertini.endgame.AMPCauchyEG`.
Example
----------
Form a system
~~~~~~~~~~~~~~~~
The Griewank-Osborne system has one multiplicity-three singular solution at the origin :cite:`griewank1983analysis`. It comes pre-built for us as part of Bertini2's C++ core, and is accessible by peeking into the `precon` module.
.. todo::
expose the precon namespace. it's a 1-hour task, and danielle 😈 should do it.
Let's build it from scratch, for the practice.
::
import pybertini
gw = pybertini.System()
x = pybertini.Variable("x")
y = pybertini.Variable("y")
vg = pybertini.VariableGroup()
vg.append(x)
vg.append(y)
gw.add_variable_group(vg)
gw.add_function(pybertini.multiprec.Rational(29,16)*x**3 - 2*x*y)
gw.add_function(y - x**2)
Form a start system and homotopy
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Next, we make the total degree start system for `gw`, and couple it using the gamma trick :cite:`morgan1987homotopy` and a path variable.
::
t = pybertini.Variable('t')
td = pybertini.system.start_system.TotalDegree(gw)
gamma = pybertini.function_tree.symbol.Rational.rand()
hom = (1-t)*gw + t*gamma*td
hom.add_path_variable(t)
🛤 Track to the endgame boundary
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Make a tracker. I use adaptive precision a lot, so we'll roll with that. There are also double and fixed-multiple versions. See the other tutorials or the detailed documentation.
::
tr = pybertini.tracking.AMPTracker(hom)
start_time = pybertini.multiprec.Complex("1")
eg_boundary = pybertini.multiprec.Complex("0.1")
midpath_points = [None]*td.num_start_points()
for ii in range(td.num_start_points()):
midpath_points[ii] = pybertini.multiprec.Vector()
code = tr.track_path(result=midpath_points[ii], start_time=start_time, end_time=eg_boundary, start_point=td.start_point_mp(ii))
if code != pybertini.tracking.SuccessCode.Success:
print('uh oh, tracking a path before the endgame boundary failed, successcode ' + code)
🎮 Use the endgame
~~~~~~~~~~~~~~~~~~~~
To make an endgame, we need to feed it the tracker that is used to run. There are also config structs to play with, that control the way things are computed.
::
eg = pybertini.endgame.AMPCauchyEG(tr)
# make an observer to be able to see what's going on inside
ob = pybertini.endgame.observers.amp_cauchy.GoryDetailLogger()
eg.add_observer(ob)
Since the endgame hasn't been run yet things are empty and default::
assert(eg.cycle_number()==0)
assert(eg.final_approximation()==np.array([]))
The endgames are used by invoking ``run``, feeding it the point we are tracking on, the time we are at, and the time we want to track to. ::
final_points = []
target_time = pybertini.multiprec.Complex(0)
codes = []
for ii in range(td.num_start_points()):
eg_boundary.precision( midpath_points[ii][0].precision())
target_time.precision( midpath_points[ii][0].precision())
print('before {} {} {}'.format(eg_boundary.precision(), target_time.precision(), midpath_points[ii][0].precision()))
codes.append(eg.run(start_time=eg_boundary, target_time=target_time, start_point=midpath_points[ii]))
print('path {} -- code {}'.format(ii,codes[-1]))
print(eg.final_approximation())
# final_points.append(copy.deep_copy(eg.final_approximation()))
print('after {} {} {}'.format(eg_boundary.precision(), target_time.precision(), midpath_points[ii][0].precision()))
.. todo::
the endgame returns its `final_approximation` by reference, so capturing its value into a list makes many references to this internal variable, not copies of the point. so, one should take deepcopy's of the vector, but they are not currently pickleable due to the complex multiprecision class. an issue has been filed (#148) and this issue will be solved shortly (danielle, 20180227)
Conclusion
============
Using a singular endgame, we can compute singular endpoints of homotopy paths. What an age to live in! 🌌
📚 Further reading
========================
The following three papers (cited above) laid the foundation for endgames and computation of singular endpoints:
* Computing singular solutions to nonlinear analytic systems :cite:`morgan1990computing`
* Computing singular solutions to polynomial systems :cite:`morgan1992computing`
* A power series method for computing singular solutions to nonlinear analytic systems :cite:`morgan1992power`.
👣 Footnotes
-------------
.. [#] No, we don't actually invert the Jacobian in practice while solving the Davidenko differential equation, but numerical issues exist no matter which method you use to solve the system.

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🛤 Tracking to nonsingular endpoints
**********************************************
.. testsetup:: *
import pybertini
PyBertini works by setting up systems, setting up algorithms to use those systems, and doing something with the output.
Forming a system
=================
First, gain access to pybertini::
import pybertini
Let's make a couple of :class:`~pybertini.function_tree.symbol.Variable`'s::
x = pybertini.function_tree.symbol.Variable("x") #yes, you can make a variable not match its name...
y = pybertini.function_tree.symbol.Variable("y")
Now, make a few symbolic expressions out of them::
f = x**2 + y**2 -1 # ** is exponentiation in Python.
g = x+y
There's no need to "set them equal to 0" -- expressions used as functions in a system in Bertini are taken to be equal to zero. If you have an equality that's not zero, move one side to the other.
Let's make an empty :class:`~pybertini.system.System`, then build into it::
sys = pybertini.System()
sys.add_function(f, 'f') # name the function
sys.add_function(g) # or not...
``sys`` doesn't know its variables yet, so let's group them into an affine :class:`~pybertini.container.ListOfVariableGroup` [#]_, and stuff it into ``sys``::
grp = pybertini.VariableGroup()
grp.append(x)
grp.append(y)
sys.add_variable_group(grp)
Let's check that the degrees of our functions are correct::
d = sys.degrees()
assert(d[0]==2) # f is degree 2 (highest power in any term is 2)
assert(d[1]==1) # g is degree 1 (highest power in any term is 2)
Aside -- a brief exploration into non-algebraic things
---------------------------------------------------------
What happens if we add a non-polynomial function to our system?
::
sys.add_function(x**-1) # happily accepts a non-polynomial function.
sys.add_function( pybertini.function_tree.sin(x) )
d = sys.degrees()
assert(d[2]==-1) # unsurprising, but actually a coincidence
assert(d[3]==-1) # also -1. anything non-polynomial is a negative number.
# sin has no well-defined degree
# bertini uses negative degree to indicate non-polynomial
correcting our system -- a return to algebraicness
+++++++++++++++++++++++++++++++++++++++++++++++++++++++
We can indeed do homotopy continuation with a non-algebraic systems. What we cannot do is form a start system that we can guarantee will track to all solutions of the target system. (because of things like :math:`\sin(x)` having infinitely many solutions, etc)
::
del sys #we mal-formed our system above by adding too many functions, and non-polynomial functions to it.
# so, we start over
sys = pybertini.System()
sys.add_variable_group(grp)
sys.add_function(f, 'f') #name the function in the system
sys.add_function(g) # default name
Forming a start system
=========================
To solve our algebraic system ``sys``, we need a corresponding start system -- one with related structure, but that is actually solvable without too much trouble. Bertini2 has several implemented options. The most basic (easiest to form and solve) start system is the Total Degree (TD) start system. It is implemented as a first-class object in Bertini and PyBertini. It takes in a polynomial system as its argument, and self-forms.
Above, we formed a target system, ``sys``. Now, let's make a start system ``td``. Later, we will couple it to ``sys``.
It's trivial to make a total degree start system (:class:`~pybertini.system.start_system.TotalDegree`): ::
td = pybertini.system.start_system.TotalDegree(sys)
Note that you have to pass in the target system into the constructor of the total degree, or you get an error.
Wonderful, now we have an easy-to-solve system ``td``, the structure of which mirrors that of our target system. Every start system comes with a method ``start_point_*`` for generating its start points, by integer index.
::
# generate the 1th (0-based offsets in python) start point
sp_d = td.start_point_d(1)# at double precision
sp_mp = td.start_point_mp(1) # generate the 1th point at current default multiple precision
assert(pybertini.default_precision() == sp_mp[1].precision())
Forming a homotopy
==================
We turn next to the act of path tracking. This is the core computational method of numerical algebraic geometry, and it requires a continuous deformation between systems, called a "homotopy".
A homotopy in Numerical Algebraic Geometry glues together a start system and a target system, such that we can later "continue" from one into the other. Observe:
We couple ``sys`` and ``td``::
t = pybertini.Variable("t") # make a path variable
homotopy = (1-t)*sys + t*td # glue
homotopy.add_path_variable(t) # indicate the path var
Now, we have the minimum theoretical ingredients for solving a polynomial system using Numerical Algebraic Geometry:
#. a homotopy ``homotopy``,
#. a target system ``sys``,
#. and a start system ``td``.
as well as a few other incidentals which will be implicitly used, such as a path variable ``t``.
Tracking a single path
======================
There are three basic trackers available in PyBertini:
#. Fixed double precision: :class:`~pybertini.tracking.DoublePrecisionTracker`
#. Fixed multiple precision: :class:`~pybertini.tracking.MultiplePrecisionTracker`
#. Adaptive precision: :class:`~pybertini.tracking.AMPTracker`
Each brings its own advantages and disadvantages. And, each has its ambient numeric type.
Let's use the adaptive one, since adaptivity is generally a good trait to have. ``AMPTracker`` uses variable-precision vectors and matrices in its ambient work -- that is, you feed it multiprecisions, and get back multiprecisions. Internally, it will use double precision when it can, and higher when it has to.
We associate a system with a tracker when we make it. You cannot make a tracker without telling the tracker which system it will be tracking...
::
tr = pybertini.tracking.AMPTracker(homotopy)
tr.tracking_tolerance(1e-5) # track the path to 5 digits or so
# adjust some stepping settings
stepping = pybertini.tracking.config.SteppingConfig()
stepping.max_step_size = pybertini.multiprec.Rational(1,13)
#then, set the config into the tracker.
tr.set_stepping(stepping)
Once we feel comfortable with the configs (of which there are many, see the book or elsewhere in this site, perhaps), we can track a path.
::
result = pybertini.multiprec.Vector()
tr.track_path(result, pybertini.multiprec.Complex(1), pybertini.multiprec.Complex(0), td.start_point_mp(0))
Logging to inspect the path that was tracked
---------------------------------------------
Let's generate a log of what was computed along the way, first making an :mod:`observer <pybertini.tracking.observers>`, and then attaching it to the tracker.
::
#make observer
g = pybertini.tracking.observers.amp.GoryDetailLogger()
#attach
tr.add_observer(g)
Re-running it, you should find a ton of stuff printed to the screen.
::
result = pybertini.multiprec.Vector()
tr.track_path(result, pybertini.multiprec.Complex(1), pybertini.multiprec.Complex(0), td.start_point_mp(0))
If you are going to keep tracking, but want to turn off the logging, remove the observer.::
tr.remove_observer(g)
A complete tracking of paths
=============================
Now that we've tracked a single path, you might want to loop over all start points. Awesome! The next blob takes all the above, and puts it into a single blob. Enjoy!
.. testcode:: tracking_nonsingular_main
import pybertini
x = pybertini.function_tree.symbol.Variable("x") #yes, you can make a variable not match its name...
y = pybertini.function_tree.symbol.Variable("y")
f = x**2 + y**2 -1
g = x+y
sys = pybertini.System()
sys.add_function(f, 'f')
sys.add_function(g)
grp = pybertini.VariableGroup()
grp.append(x)
grp.append(y)
sys.add_variable_group(grp)
td = pybertini.system.start_system.TotalDegree(sys)
t = pybertini.Variable("t")
homotopy = (1-t)*sys + t*td
homotopy.add_path_variable(t)
tr = pybertini.tracking.AMPTracker(homotopy)
#commented out for screen-saving.
#g = pybertini.tracking.observers.amp.GoryDetailLogger()
#tr.add_observer(g)
# one could also pybertini.logging.init() and set a file name,
# so it gets piped there instead of wherever Boost.Log goes by default.
tr.tracking_tolerance(1e-5) # track the path to 5 digits or so
tr.infinite_truncation_tolerance(1e5)
tr.predictor(pybertini.tracking.Predictor.RK4)
stepping = pybertini.tracking.config.SteppingConfig()
stepping.max_step_size = pybertini.multiprec.Rational(1,13)
# set the config into the tracker
tr.set_stepping(stepping)
results = [] # make an empty list into which to put the results
expected_code = pybertini.tracking.SuccessCode.Success
codes = []
for ii in range(td.num_start_points()):
results.append(pybertini.multiprec.Vector())
codes.append(tr.track_path(result=results[-1], start_time=pybertini.multiprec.Complex(1), end_time=pybertini.multiprec.Complex(0), start_point=td.start_point_mp(ii)))
tr.remove_observer(g)
print(codes == [expected_code]*2)
.. testoutput:: tracking_nonsingular_main
True
Footnotes
---------
.. [#] Affinely-grouped variables live together in the same complex space, :math:`\mathbb{C}^N`. The alternative is projectively-grouped variables, which live in a copy of :math:`\mathbb{P}^N`.

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🔦 Tutorials
*****************
.. toctree::
:maxdepth: 1
:caption: Available tutorials
evaluation_cyclic
tracking_nonsingular
manual_endgame_usage

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📚 Bibliography
********************
.. bibliography:: ../../../doc_resources/bertini2.bib

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import pybertini as pb
import numpy as np
mpfr_complex = pb.multiprec.Complex
np.empty(dtype=mpfr_complex, shape=(3,))

141
python/examples/endgame.py Normal file
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import pybertini as pb
from pybertini import Variable, VariableGroup, System
import pybertini.system.start_system as ss
from pybertini.function_tree.symbol import Rational
from pybertini.endgame import *
from pybertini.endgame.config import *
from pybertini.tracking import *
from pybertini.tracking.config import *
from pybertini.multiprec import Float as mpfr_float
from pybertini.multiprec import Complex as mpfr_complex
import numpy as np
ambient_precision = 50;
x = Variable("x");
y = Variable("y");
t = Variable("t");
#
sys = System();
#
var_grp = VariableGroup();
var_grp.append(x);
var_grp.append(y);
sys.add_variable_group(var_grp);
sys.add_function((x-1)**3)
sys.add_function((y-1)**2)
sys.homogenize();
sys.auto_patch();
assert (sys.is_patched() == 1)
assert (sys.is_homogeneous() == 1)
td = ss.TotalDegree(sys);
assert (td.is_patched() == 1)
assert (td.is_homogeneous() == 1)
gamma = Rational.rand();
final_system = (1-t)*sys + gamma*t*td;
final_system.add_path_variable(t);
print(final_system)
prec_config = AMPConfig(final_system);
stepping_pref = SteppingConfig();
newton_pref = NewtonConfig();
tracker = AMPTracker(final_system);
tracker.setup(Predictor.RK4, 1e-5, 1e5, stepping_pref, newton_pref);
tracker.precision_setup(prec_config);
num_paths_to_track = td.num_start_points();
n = int(str(num_paths_to_track));
t_start = mpfr_complex(1);
t_endgame_boundary = mpfr_complex("0.1");
t_final = mpfr_complex(0);
print('tracking to the endgame boundary')
bdry_points = [np.empty(dtype=mpfr_complex, shape=(3,)) for i in range(n)]
for i in range(n):
pb.default_precision(ambient_precision);
final_system.precision(ambient_precision);
print('here')
td.precision(ambient_precision)
start_point = td.start_point_mp(i);
print('there')
print(pb.multiprec.precision(start_point))
bdry_pt = np.zeros(dtype=mpfr_complex, shape=(3));
track_success_code = tracker.track_path(bdry_pt,t_start, t_endgame_boundary, start_point);
print(bdry_pt.flags)
bdry_points[i] = bdry_pt;
assert (track_success_code == SuccessCode.Success)
tracker.setup(Predictor.HeunEuler, 1e-6, 1e5, stepping_pref, newton_pref);
my_endgame = AMPCauchyEG(tracker);
print('running the endgame')
final_homogenized_solutions = [np.empty(dtype=mpfr_complex, shape=(3,)) for i in range(n)]
for i in range(n):
p = bdry_points[i]
print("RIGHT HERE V")
print(p[0].precision())
print('moving to precision {} to match precision of boundary point'.format(pb.multiprec.precision(p)))
pb.default_precision(p[0].precision());
final_system.precision(p[0].precision());
print(p.flags)
t = mpfr_complex(0)
t = t_endgame_boundary
t.precision(p[0].precision())
q = np.zeros(dtype=mpfr_complex, shape=(3));
print(p.flags)
track_success_code = my_endgame.run(t,p);
print(track_success_code)
final_homogenized_solutions[i] = my_endgame.final_approximation();
print(final_system.dehomogenize_point(final_homogenized_solutions[i]));
assert (track_success_code == SuccessCode.Success)

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import pybertini as pb
import numpy as np
pb.default_precision(500)
x = pb.Variable('x')
y = pb.Variable('y')
z = pb.Variable('z')
vg = pb.VariableGroup([x,y,z])
sys = pb.System()
sys.add_function(x-y)
sys.add_function(x**2 + y**2 - 1)
sys.add_function(5*x**3 + 16*x*y**4 - 17*x*y*z - z**3)
sys.add_variable_group(vg)
random_complex = lambda : pb.random.complex_in_minus_one_to_one()
n_iterations = 10000
print(f'evaluating system at random complex point {n_iterations} times at precision {pb.default_precision()}')
for ii in range(n_iterations):
variable_values = np.array([random_complex(), random_complex(), random_complex()])
result = sys.eval(variable_values)

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# finding issue
import pybertini as pb
x = pb.Variable('x')
y = pb.Variable('y')
f = pb.function_tree.root.Function(x)
f.name = 'f'
x.set_current_value(1)
print(f.eval_d())
vg = pb.VariableGroup([x,y])
sys = pb.System()
sys.add_function(f)
print(sys)
# sys.add_function(x**2 + y**2 - 1)
sys.add_variable_group(vg)

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import numpy as np
import pybertini as pb
v = np.zeros(shape=(3,), dtype=pb.multiprec.Complex)
print(v[0])

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import pybertini as pb
import numpy as np
x = pb.Variable('x')
y = pb.Variable('y')
vg = pb.VariableGroup([x,y])
sys = pb.System()
sys.add_function(x-y)
sys.add_function(x**2 + y**2 - 1)
sys.add_variable_group(vg)
C = pb.multiprec.Complex
variable_values = np.array([C(0), C(0)])
result = sys.eval(variable_values)
print(result)
sys.homogenize()
sys.auto_patch()
solver = pb.nag_algorithm.ZeroDimCauchyAdaptivePrecisionTotalDegree(sys)
solver.solve()
for soln in solver.solutions():
print(sys.dehomogenize_point(soln))

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import pybertini as pb
pb.logging.init()
# pb.logging.add_file('asdf.txt')
import numpy as np
x = pb.Variable('x')
y = pb.Variable('y')
z = pb.Variable('z')
t = pb.Variable('t')
vg = pb.VariableGroup([x,y,z])
f = pb.System()
f.add_function(x-y)
f.add_function(x**2 + y**2 - 1)
f.add_function(5*x**3 + 16*x*y**4 - 17*x*y*z - z**3)
f.add_variable_group(vg)
g = pb.system.start_system.TotalDegree(f)
homotopy = t*g + (1-t)*f
homotopy.add_path_variable(t);
print(homotopy)
C = pb.multiprec.Complex
tracker = pb.tracking.AMPTracker(homotopy);
print(tracker)
result = np.empty((3,),dtype=C) # right now, if i don't preset to the correct size, i get abort traps.
# there's something deeper wrong with the wrapper i wrote, cuz it should allow resizing, but it's not.
start_point = g.start_point_mp(0)
print(start_point)
tracker.track_path(result, C(1) , C(0), start_point)

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//This file is part of Bertini 2.
//
//bertini_python.hpp 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 3 of the License, or
//(at your option) any later version.
//
//bertini_python.hpp 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 bertini_python.hpp. If not, see <http://www.gnu.org/licenses/>.
//
// Copyright(C) 2016-2018 by Bertini2 Development Team
//
// See <http://www.gnu.org/licenses/> for a copy of the license,
// as well as COPYING. Bertini2 is provided with permitted
// additional terms in the b2/licenses/ directory.
// individual authors of this file include:
//
// James Collins
// West Texas A&M University
// Spring 2016
//
// silviana amethyst
// University of Wisconsin - Eau Claire
// Spring 2018
//
//
// python/bertini_python.hpp: the main header file for the python interface for bertini.
#pragma once
#ifndef BERTINI_PYTHON_HPP
#define BERTINI_PYTHON_HPP
#include "python_common.hpp"
#include "containers_export.hpp"
#include "mpfr_export.hpp"
#include "random_export.hpp"
#include "eigenpy_interaction.hpp"
#include "function_tree_export.hpp"
#include "system_export.hpp"
#include "parser_export.hpp"
#include "tracker_export.hpp"
#include "tracker_observers.hpp"
#include "endgame_export.hpp"
#include "tracker_observers.hpp"
#include "endgame_observers.hpp"
#include "detail.hpp"
#include "logging.hpp"
#include "zero_dim_export.hpp"
#endif

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//This file is part of Bertini 2.
//
//python/containers_export.hpp 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 3 of the License, or
//(at your option) any later version.
//
//python/containers_export.hpp 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 python/containers_export.hpp. If not, see <http://www.gnu.org/licenses/>.
//
// Copyright(C) 2016-2018 by Bertini2 Development Team
//
// See <http://www.gnu.org/licenses/> for a copy of the license,
// as well as COPYING. Bertini2 is provided with permitted
// additional terms in the b2/licenses/ directory.
// individual authors of this file include:
//
// James Collins
// West Texas A&M University
// Spring 2016
//
// silviana amethyst
// UWEC
// Spring 2018
//
// python/containers_export.hpp: Exports all needed containers from Bertini 2.0 to python.
#pragma once
#ifndef BERTINI_PYTHON_CONTAINERS_EXPORT_HPP
#define BERTINI_PYTHON_CONTAINERS_EXPORT_HPP
#include <deque>
#include "python_common.hpp"
#include <bertini2/nag_algorithms/zero_dim_solve.hpp>
#include <bertini2/function_tree.hpp>
#include <boost/python/stl_iterator.hpp>
namespace bertini{ namespace python{
template< typename T>
inline std::ostream& operator<<(std::ostream & out, const std::vector<T> & t)
{
out << "[";
for (int ii = 0; ii < t.size(); ++ii)
{
out << t[ii];
if (ii!=t.size()-1)
{
out << ", ";
}
}
out << "]";
return out;
}
template< typename T>
inline std::ostream& operator<<(std::ostream & out, const std::deque<T> & t)
{
out << "[";
for (int ii = 0; ii < t.size(); ++ii)
{
out << t[ii];
if (ii!=t.size()-1)
{
out << ", ";
}
}
out << "]";
return out;
}
/**
Adds functionality to iterable types
*/
template<typename ContT>
class ListVisitor: public def_visitor<ListVisitor<ContT> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
static std::string __str__(const object& obj)
{
std::ostringstream oss;
const ContT& self=extract<ContT>(obj)();
std::stringstream ss;
ss << "[";
for (int ii = 0; ii < self.size(); ++ii)
{
ss << self[ii];
if (ii!=self.size()-1)
{
ss << ", ";
}
}
ss << "]";
return ss.str();
};
static std::string __repr__(const object& obj)
{
return __str__(obj);
// std::ostringstream oss;
// const ContT& self=extract<ContT>(obj)();
// std::stringstream ss;
// ss << self.str(0,std::ios::scientific);
// return ss.str();
};
};// ListVisitor class
// This block of code lets us construct a container in C++ from a list of things in Python.
// i found this problem difficult.
//
// fortunately, there were a number of questions and answers of varying quality about it, and the below
// worked readily.
//
// derived from https://stackoverflow.com/questions/56290774/boost-python-exposing-c-class-with-constructor-taking-a-stdlist
template<typename ContT>
std::shared_ptr<ContT> create_MyClass(boost::python::list const& l)
{
using ContainedT = typename ContT::value_type;
ContT temp{ boost::python::stl_input_iterator<ContainedT>(l)
, boost::python::stl_input_iterator<ContainedT>() };
return std::make_shared<ContT>(temp);
}
template<typename ContT>
struct std_list_to_python
{
static PyObject* convert(ContT const& l)
{
boost::python::list result;
for (auto const& value : l) {
result.append(value);
}
return boost::python::incref(result.ptr());
}
};
template<typename ContT>
struct pylist_converter
{
using ContainedT = typename ContT::value_type;
static void* convertible(PyObject* object)
{
if (!PyList_Check(object)) {
return nullptr;
}
int sz = PySequence_Size(object);
for (int i = 0; i < sz; ++i) {
if (!(PyList_GetItem(object, i))) { // silviana sez: i removed a string checking call here.
return nullptr;
}
}
return object;
}
static void construct(PyObject* object, boost::python::converter::rvalue_from_python_stage1_data* data)
{
typedef boost::python::converter::rvalue_from_python_storage<ContT> storage_type;
void* storage = reinterpret_cast<storage_type*>(data)->storage.bytes;
data->convertible = new (storage) ContT();
ContT* l = (ContT*)(storage);
int sz = PySequence_Size(object);
for (int i = 0; i < sz; ++i) {
l->push_back(boost::python::extract<ContainedT>(PyList_GetItem(object, i)));
}
}
};
void ExportContainers();
}} // namespaces
#endif

39
python/include/detail.hpp Normal file
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//This file is part of Bertini 2.
//
//python/detail.hpp 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 3 of the License, or
//(at your option) any later version.
//
//python/detail.hpp 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 python/detail.hpp. If not, see <http://www.gnu.org/licenses/>.
//
// Copyright(C) 2017-2018 by Bertini2 Development Team
//
// See <http://www.gnu.org/licenses/> for a copy of the license,
// as well as COPYING. Bertini2 is provided with permitted
// additional terms in the b2/licenses/ directory.
// individual authors of this file include:
//
// silviana amethyst
// UWEC
// Fall 2017, Spring 2018
//
//
// python/detail.hpp: source file for exposing b2 c++ details to python
#pragma once
#include "generic_observer.hpp"
namespace bertini{
namespace python{
void ExportDetails();
}} // namespaces

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#pragma once
#ifndef BERTINI_PYTHON_EIGENPY_INTERACTION_HPP
#define BERTINI_PYTHON_EIGENPY_INTERACTION_HPP
#include "python_common.hpp"
#include <eigenpy/eigenpy.hpp>
#include <eigenpy/user-type.hpp>
#include <eigenpy/ufunc.hpp>
// this code derived from
// https://github.com/stack-of-tasks/eigenpy/issues/365
// where I asked about using custom types, and @jcarpent responded with a discussion
// of an application of this in Pinnochio, a library for rigid body dynamics.
namespace eigenpy
{
namespace internal
{
// template specialization for real numbers
template <>
struct getitem<bertini::mpfr_float>
{
using NumT = bertini::mpfr_float;
static PyObject* run(void* data, void* /* arr */) {
NumT & mpfr_scalar = *static_cast<NumT*>(data);
auto & backend = mpfr_scalar.backend();
if(backend.data()[0]._mpfr_d == 0) // If the mpfr_scalar is not initialized, we have to init it.
{
mpfr_scalar = NumT(0);
}
boost::python::object m(boost::ref(mpfr_scalar));
Py_INCREF(m.ptr());
return m.ptr();
}
};
// a template specialization for complex numbers
template <>
struct getitem<bertini::mpfr_complex>
{
using NumT = bertini::mpfr_complex;
static PyObject* run(void* data, void* /* arr */) {
NumT & mpfr_scalar = *static_cast<NumT*>(data);
auto & backend = mpfr_scalar.backend();
if(backend.data()[0].re->_mpfr_d == 0) // If the mpfr_scalar is not initialized, we have to init it.
{
mpfr_scalar = NumT(0);
}
boost::python::object m(boost::ref(mpfr_scalar));
Py_INCREF(m.ptr());
return m.ptr();
}
};
} // namespace internal
// i lifted this from EigenPy and adapted it, basically removing the calls for the comparitors.
template <typename Scalar>
void registerUfunct_without_comparitors(){
const int type_code = Register::getTypeCode<Scalar>();
PyObject *numpy_str;
#if PY_MAJOR_VERSION >= 3
numpy_str = PyUnicode_FromString("numpy");
#else
numpy_str = PyString_FromString("numpy");
#endif
PyObject *numpy;
numpy = PyImport_Import(numpy_str);
Py_DECREF(numpy_str);
import_ufunc();
// Matrix multiply
{
int types[3] = {type_code, type_code, type_code};
std::stringstream ss;
ss << "return result of multiplying two matrices of ";
ss << bp::type_info(typeid(Scalar)).name();
PyUFuncObject *ufunc =
(PyUFuncObject *)PyObject_GetAttrString(numpy, "matmul");
if (!ufunc) {
std::stringstream ss;
ss << "Impossible to define matrix_multiply for given type "
<< bp::type_info(typeid(Scalar)).name() << std::endl;
eigenpy::Exception(ss.str());
}
if (PyUFunc_RegisterLoopForType((PyUFuncObject *)ufunc, type_code,
&internal::gufunc_matrix_multiply<Scalar>,
types, 0) < 0) {
std::stringstream ss;
ss << "Impossible to register matrix_multiply for given type "
<< bp::type_info(typeid(Scalar)).name() << std::endl;
eigenpy::Exception(ss.str());
}
Py_DECREF(ufunc);
}
// Binary operators
EIGENPY_REGISTER_BINARY_UFUNC(add, type_code, Scalar, Scalar, Scalar);
EIGENPY_REGISTER_BINARY_UFUNC(subtract, type_code, Scalar, Scalar, Scalar);
EIGENPY_REGISTER_BINARY_UFUNC(multiply, type_code, Scalar, Scalar, Scalar);
EIGENPY_REGISTER_BINARY_UFUNC(divide, type_code, Scalar, Scalar, Scalar);
// Comparison operators
EIGENPY_REGISTER_BINARY_UFUNC(equal, type_code, Scalar, Scalar, bool);
EIGENPY_REGISTER_BINARY_UFUNC(not_equal, type_code, Scalar, Scalar, bool);
//these are commented out because the comparisons are NOT defined for complex types!!
// EIGENPY_REGISTER_BINARY_UFUNC(greater, type_code, Scalar, Scalar, bool);
// EIGENPY_REGISTER_BINARY_UFUNC(less, type_code, Scalar, Scalar, bool);
// EIGENPY_REGISTER_BINARY_UFUNC(greater_equal, type_code, Scalar, Scalar, bool);
// EIGENPY_REGISTER_BINARY_UFUNC(less_equal, type_code, Scalar, Scalar, bool);
// Unary operators
EIGENPY_REGISTER_UNARY_UFUNC(negative, type_code, Scalar, Scalar);
Py_DECREF(numpy);
}
} // namespace eigenpy
namespace bertini{
namespace python{
void EnableEigenPy();
}} // namespaces
#endif // include guard

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//This file is part of Bertini 2.
//
//python/endgame_export.hpp 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 3 of the License, or
//(at your option) any later version.
//
//python/endgame_export.hpp 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 python/endgame_export.hpp. If not, see <http://www.gnu.org/licenses/>.
//
// Copyright(C) 2016-2024 by Bertini2 Development Team
//
// See <http://www.gnu.org/licenses/> for a copy of the license,
// as well as COPYING. Bertini2 is provided with permitted
// additional terms in the b2/licenses/ directory.
// individual authors of this file include:
//
// silviana amethyst
// University of Notre Dame
// Summer 2016, Summer 2023, Fall 2024
//
//
// python/endgame_export.hpp: Header file for exposing endgames to python.
#pragma once
#include "python_common.hpp"
#include <bertini2/endgames.hpp>
namespace bertini{
namespace python{
using namespace bertini::tracking;
/**
Abstract Endgame class
*/
template<typename EndgameT>
class EndgameBaseVisitor: public def_visitor<EndgameBaseVisitor<EndgameT> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
using BCT = typename TrackerTraits<typename EndgameT::TrackerType>::BaseComplexType;
using BRT = typename TrackerTraits<typename EndgameT::TrackerType>::BaseRealType;
using BaseEGT = typename EndgameT::BaseEGT;
static
SuccessCode WrapRunDefaultTime(EndgameT & self, BCT const& t, const Eigen::Ref<const Vec<BCT>> s){
return self.Run(t, s);
}
static
SuccessCode WrapRunCustomTime(EndgameT & self, BCT const& t, const Eigen::Ref<const Vec<BCT>> s, BCT const& u){
return self.Run(t, s, u);
}
using unsigned_of_void = unsigned (BaseEGT::*)() const;
static unsigned_of_void GetCycleNumberFn()
{
return &BaseEGT::CycleNumber;
};
template <typename T>
static
Vec<T> return_final_approximation(EndgameT const& self)
{
return self.template FinalApproximation<T>();
}
};// EndgameVisitor class
/**
Particulars for the PowerSeries endgame.
*/
template<typename PowerSeriesT>
class PowerSeriesVisitor: public def_visitor<PowerSeriesVisitor<PowerSeriesT> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
using BCT = typename TrackerTraits<typename PowerSeriesT::TrackerType>::BaseComplexType;
using BRT = typename TrackerTraits<typename PowerSeriesT::TrackerType>::BaseRealType;
};// CauchyVisitor class
/**
Particulars for the Cauchy endgame.
*/
template<typename CauchyT>
class CauchyVisitor: public def_visitor<CauchyVisitor<CauchyT> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
using BCT = typename TrackerTraits<typename CauchyT::TrackerType>::BaseComplexType;
using BRT = typename TrackerTraits<typename CauchyT::TrackerType>::BaseRealType;
};// CauchyVisitor class
// now prototypes for expose functions defined in the .cpp files for the python bindings.
/**
The main function for exporting the bound endgames to Python.
This should be the only function called from the main function defining the module, and should call all those functions exposing particular endgames.
*/
void ExportEndgames();
/**
export the power series endgame incarnations
*/
void ExportAMPPSEG();
void ExportFDPSEG();
void ExportFMPSEG();
/**
export the cauchy endgame incarnations
*/
void ExportAMPCauchyEG();
void ExportFDCauchyEG();
void ExportFMCauchyEG();
}}// re: namespaces

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//This file is part of Bertini 2.
//
//python/endgame_observers.hpp 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 3 of the License, or
//(at your option) any later version.
//
//python/endgame_observers.hpp 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 python/endgame_observers.hpp. If not, see <http://www.gnu.org/licenses/>.
//
// Copyright(C) 2017-2018 by Bertini2 Development Team
//
// See <http://www.gnu.org/licenses/> for a copy of the license,
// as well as COPYING. Bertini2 is provided with permitted
// additional terms in the b2/licenses/ directory.
// individual authors of this file include:
//
// silviana amethyst
// UWEC
// Fall 2017, Spring 2018
//
//
// python/endgame_observers.hpp: source file for exposing endgame observers to python.
#pragma once
#include "python_common.hpp"
#include "endgame_export.hpp"
#include <bertini2/endgames/observers.hpp>
namespace bertini{
namespace python{
void ExportEndgameObservers();
using namespace bertini::endgame;
template<typename ObsT>
struct EndgameObserverVisitor: public def_visitor<EndgameObserverVisitor<ObsT> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const{
}
};
}} // namespaces

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//This file is part of Bertini 2.
//
//python/function_tree.hpp 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 3 of the License, or
//(at your option) any later version.
//
//python/function_tree.hpp 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 python/function_tree.hpp. If not, see <http://www.gnu.org/licenses/>.
//
// Copyright(C) 2016-2018 by Bertini2 Development Team
//
// See <http://www.gnu.org/licenses/> for a copy of the license,
// as well as COPYING. Bertini2 is provided with permitted
// additional terms in the b2/licenses/ directory.
// individual authors of this file include:
//
// James Collins
// West Texas A&M University
// Spring 2016
//
//
// python/function_tree.hpp: Header file for all node types.
#pragma once
#ifndef BERTINI_PYTHON_FUNCTION_TREE_HPP
#define BERTINI_PYTHON_FUNCTION_TREE_HPP
#include "python_common.hpp"
#include <bertini2/function_tree.hpp>
#include "node_export.hpp"
#include "symbol_export.hpp"
#include "operator_export.hpp"
#include "root_export.hpp"
namespace bertini{
namespace python{
using namespace bertini::node;
using Node = Node;
using Nodeptr = std::shared_ptr<Node>;
void SetupFunctionTree()
{
// Tell Python that pointers to derived Nodes can be used as Node pointers when passed to methods
implicitly_convertible<std::shared_ptr<Float>, Nodeptr>();
implicitly_convertible<std::shared_ptr<special_number::Pi>, Nodeptr>();
implicitly_convertible<std::shared_ptr<special_number::E>, Nodeptr>();
implicitly_convertible<std::shared_ptr<Integer>, Nodeptr>();
implicitly_convertible<std::shared_ptr<Rational>, Nodeptr>();
implicitly_convertible<std::shared_ptr<Variable>, Nodeptr>();
implicitly_convertible<std::shared_ptr<Differential>, Nodeptr>();
implicitly_convertible<std::shared_ptr<SumOperator>, Nodeptr>();
implicitly_convertible<std::shared_ptr<MultOperator>, Nodeptr>();
implicitly_convertible<std::shared_ptr<PowerOperator>, Nodeptr>();
implicitly_convertible<std::shared_ptr<NegateOperator>, Nodeptr>();
implicitly_convertible<std::shared_ptr<IntegerPowerOperator>, Nodeptr>();
implicitly_convertible<std::shared_ptr<SqrtOperator>, Nodeptr>();
implicitly_convertible<std::shared_ptr<ExpOperator>, Nodeptr>();
implicitly_convertible<std::shared_ptr<LogOperator>, Nodeptr>();
implicitly_convertible<std::shared_ptr<TrigOperator>, Nodeptr>();
implicitly_convertible<std::shared_ptr<SinOperator>, Nodeptr>();
implicitly_convertible<std::shared_ptr<CosOperator>, Nodeptr>();
implicitly_convertible<std::shared_ptr<TanOperator>, Nodeptr>();
implicitly_convertible<std::shared_ptr<ArcSinOperator>, Nodeptr>();
implicitly_convertible<std::shared_ptr<ArcCosOperator>, Nodeptr>();
implicitly_convertible<std::shared_ptr<ArcTanOperator>, Nodeptr>();
implicitly_convertible<std::shared_ptr<Function>, Nodeptr>();
implicitly_convertible<std::shared_ptr<Jacobian>, Nodeptr>();
}
}
}
#endif

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//This file is part of Bertini 2.
//
//python/generic_observable.hpp 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 3 of the License, or
//(at your option) any later version.
//
//python/generic_observable.hpp 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 python/generic_observable.hpp. If not, see <http://www.gnu.org/licenses/>.
//
// Copyright(C) 2017-2018 by Bertini2 Development Team
//
// See <http://www.gnu.org/licenses/> for a copy of the license,
// as well as COPYING. Bertini2 is provided with permitted
// additional terms in the b2/licenses/ directory.
// individual authors of this file include:
//
// silviana amethyst
// UWEC
// Fall 2017, Spring 2018
//
//
// python/generic_observable.hpp: source file for exposing trackers to python.
#pragma once
#include "python_common.hpp"
#include <bertini2/detail/observable.hpp>
namespace bertini{
namespace python{
template <typename ObsT>
class ObservableVisitor : public def_visitor<ObservableVisitor<ObsT>>
{
friend class def_visitor_access;
static void AddObserver(object& obj, object& obs)
{
ObsT& self=extract<ObsT&>(obj)();
AnyObserver& observer=extract<AnyObserver&>(obs)();
self.AddObserver(observer);
};
static void RemoveObserver(object& obj, object& obs)
{
ObsT& self=extract<ObsT&>(obj)();
AnyObserver& observer=extract<AnyObserver&>(obs)();
self.RemoveObserver(observer);
};
public:
template<class PyClass>
void visit(PyClass& cl) const{
cl
.def("add_observer", &ObservableVisitor::AddObserver)
.def("remove_observer", &ObservableVisitor::RemoveObserver)
;
}
};
}} // namespaces

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//This file is part of Bertini 2.
//
//python/generic_observer.hpp 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 3 of the License, or
//(at your option) any later version.
//
//python/generic_observer.hpp 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 python/generic_observer.hpp. If not, see <http://www.gnu.org/licenses/>.
//
// Copyright(C) 2017-2018 by Bertini2 Development Team
//
// See <http://www.gnu.org/licenses/> for a copy of the license,
// as well as COPYING. Bertini2 is provided with permitted
// additional terms in the b2/licenses/ directory.
// individual authors of this file include:
//
// silviana amethyst
// UWEC
// Fall 2017, Spring 2018
//
//
// python/generic_observer.hpp: source file for exposing trackers to python.
#pragma once
#include "python_common.hpp"
#include <bertini2/detail/observer.hpp>
namespace bertini{
namespace python{
// Wrapper struct to allow derived classes to overide methods in python
template<typename ObsT>
struct ObserverWrapper : ObsT, wrapper<ObsT>
{
void Observe(AnyEvent const& e) { this->get_override("Observe")(e);}
}; // re: ObserverWrapper
void ExportObserver();
}} // namespaces

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//This file is part of Bertini 2.
//
//python/include/logging.hpp 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 3 of the License, or
//(at your option) any later version.
//
//python/include/logging.hpp 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 python/include/logging.hpp. If not, see <http://www.gnu.org/licenses/>.
//
// Copyright(C) 2018 by Bertini2 Development Team
//
// See <http://www.gnu.org/licenses/> for a copy of the license,
// as well as COPYING. Bertini2 is provided with permitted
// additional terms in the b2/licenses/ directory.
// individual authors of this file include:
//
// silviana amethyst
// UWEC
// Spring 2018
//
//
// python/include/logging.hpp: header file for exposing logging to python.
#pragma once
#include "python_common.hpp"
#include <bertini2/logging.hpp>
namespace bertini{ namespace python{
void ExportLogging();
}} // namespaces

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//This file is part of Bertini 2.
//
//python/mpfr_export.hpp 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 3 of the License, or
//(at your option) any later version.
//
//python/mpfr_export.hpp 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 python/mpfr_export.hpp. If not, see <http://www.gnu.org/licenses/>.
//
// Copyright(C) 2016-2018 by Bertini2 Development Team
//
// See <http://www.gnu.org/licenses/> for a copy of the license,
// as well as COPYING. Bertini2 is provided with permitted
// additional terms in the b2/licenses/ directory.
//
// individual authors of this file include:
//
// silviana amethyst
// University of Wisconsin - Eau Claire
// Fall 2017, Spring 2018
//
// James Collins
// West Texas A&M University
// Spring 2016
//
//
// python/mpfr_export.hpp: Header file for exposing all multiprecision data types, those from boost and bertini::complex.
#pragma once
#ifndef BERTINI_PYTHON_MPFR_EXPORT_HPP
#define BERTINI_PYTHON_MPFR_EXPORT_HPP
#include "python_common.hpp"
#include "eigenpy_interaction.hpp"
namespace bertini{
namespace python{
using namespace boost::python;
void ExportMpfr();
/**
\brief Exposes precision
*/
template<typename T>
class PrecisionVisitor: public def_visitor<PrecisionVisitor<T>>
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
unsigned (T::*get_prec)() const= &T::precision; // return type needs to be PrecT
void (T::*set_prec)(unsigned) = &T::precision;
};
/**
\brief Exposes str, repr, and precision
*/
template<typename T>
class RealStrVisitor: public def_visitor<RealStrVisitor<T>>
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
static std::string __str__(const object& obj)
{
std::ostringstream oss;
const T& self=extract<T>(obj)();
std::stringstream ss;
ss << self;
return ss.str();
};
static std::string __repr__(const object& obj)
{
std::ostringstream oss;
const T& self=extract<T>(obj)();
std::stringstream ss;
ss << self.str(0,std::ios::scientific);
return ss.str();
};
};
/**
\brief Exposes == and != for homogeneous comparison
*/
template<typename T>
class EqualitySelfVisitor: public def_visitor<EqualitySelfVisitor<T>>
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
};
/**
\brief Exposes == and != for inhomogeneous comparison
*/
template<typename T, typename S>
class EqualityVisitor: public def_visitor<EqualityVisitor<T,S>>
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
};
/**
\brief Exposes +, - and *
*/
template<typename T, typename S>
class RingVisitor: public def_visitor<RingVisitor<T, S> >
{
static_assert(!std::is_same<T,S>::value, "RingVisitor is to define T-S operations. for T-T operations, use RingSelfVisitor");
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
static T __add__(const T& a, const S& b){ return a+b; };
static T __radd__(const T& b, const S& a){ return a+b; };
static T __iadd__(T& a, const S& b){ a+=b; return a; };
static T __sub__(const T& a, const S& b){ return a-b; };
static T __rsub__(const T& b, const S& a){ return a-b; };
static T __isub__(T& a, const S& b){ a-=b; return a; };
static T __mul__(const T& a, const S& b){ return a*b; };
static T __rmul__(const T& b, const S& a){ return a*b; };
static T __imul__(T& a, const S& b){ a*=b; return a; };
}; // RingVisitor
/**
\brief Exposes +, - and *
*/
template<typename T>
class RingSelfVisitor: public def_visitor<RingSelfVisitor<T> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
static T __add__(const T& a, const T& b){ return a+b; };
static T __iadd__(T& a, const T& b){ a+=b; return a; };
static T __sub__(const T& a, const T& b){ return a-b; };
static T __isub__(T& a, const T& b){ a-=b; return a; };
static T __mul__(const T& a, const T& b){ return a*b; };
static T __imul__(T& a, const T& b){ a*=b; return a; };
static T __neg__(const T& a){ return -a; };
}; // RingSelfVisitor
/**
\brief Exposes +, - and *
*/
template<typename T>
class RealFreeVisitor: public def_visitor<RealFreeVisitor<T> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
static T __abs__(T const& x){ return abs(x);}
}; // RingSelfVisitor
/**
\brief Exposes +,-,*,/
*/
template<typename T, typename S>
class FieldVisitor: public def_visitor<FieldVisitor<T, S> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
static T __div__(const T& a, const S& b){ return a/b; };
static T __rdiv__(const T& b, const S& a){ return a/b; };
static T __idiv__(T& a, const S& b){ a/=b; return a; };
}; // FieldVisitor
template<typename T>
class FieldSelfVisitor: public def_visitor<FieldSelfVisitor<T> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
static T div(const T& a, const T& b){ return a/b; };
static T idiv(T& a, const T& b){ a/=b; return a; };
}; // FieldSelfVisitor
template<typename T, typename S>
class PowVisitor: public def_visitor<PowVisitor<T,S>>
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
static T __pow__(const T& a, const S& b){using std::pow; using boost::multiprecision::pow; return pow(a,b); };
};
template<typename T, typename S>
class GreatLessVisitor: public def_visitor<GreatLessVisitor<T,S>>
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
};
template<typename T>
class GreatLessSelfVisitor: public def_visitor<GreatLessSelfVisitor<T>>
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
};
template<typename T>
class TranscendentalVisitor: public def_visitor<TranscendentalVisitor<T>>
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
static T __log__(T const& x){ return log(x);}
static T __exp__(T const& x){ return exp(x);}
static T __sqrt__(T const& x){ return sqrt(x);}
static T __sin__(T const& x){ return sin(x);}
static T __cos__(T const& x){ return cos(x);}
static T __tan__(T const& x){ return tan(x);}
static T __asin__(T const& x){ return asin(x);}
static T __acos__(T const& x){ return acos(x);}
static T __atan__(T const& x){ return atan(x);}
static T __sinh__(T const& x){ return sinh(x);}
static T __cosh__(T const& x){ return cosh(x);}
static T __tanh__(T const& x){ return tanh(x);}
static T __asinh__(T const& x){ return asinh(x);}
static T __acosh__(T const& x){ return acosh(x);}
static T __atanh__(T const& x){ return atanh(x);}
};
/**
\brief Exposes complex-specific things
*/
template<typename T>
class ComplexVisitor: public def_visitor<ComplexVisitor<T>>
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
using RealT = typename NumTraits<T>::Real;
private:
static void set_real(T &c, mpfr_float const& r) { c.real(r);}
static RealT get_real(T const&c) { return c.real();}
static void set_imag(T &c, RealT const& r) { c.imag(r);}
static RealT get_imag(T const&c) { return c.imag();}
static RealT __abs__(T const& x){ return abs(x);}
static T conj(T const& x){ return conj(x);}
static std::string __str__(const object& obj)
{
std::ostringstream oss;
const T& self=extract<T>(obj)();
std::stringstream ss;
ss << self;
return ss.str();
}
static std::string __repr__(const object& obj)
{
std::ostringstream oss;
const T& self=extract<T>(obj)();
std::stringstream ss;
ss << "(" << real(self).str(0,std::ios::scientific) << ", " << imag(self).str(0,std::ios::scientific) << ")";
return ss.str();
}
};
}
}
#endif

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//This file is part of Bertini 2.
//
//python/node_export.hpp 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 3 of the License, or
//(at your option) any later version.
//
//python/node_export.hpp 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 python/node_export.hpp. If not, see <http://www.gnu.org/licenses/>.
//
// Copyright(C) 2016-2018 by Bertini2 Development Team
//
// See <http://www.gnu.org/licenses/> for a copy of the license,
// as well as COPYING. Bertini2 is provided with permitted
// additional terms in the b2/licenses/ directory.
// individual authors of this file include:
//
// James Collins
// West Texas A&M University
// Spring 2016
//
// silviana amethyst
// UWEC
// Spring 2018
//
// python/node_export.hpp: Header file for exposing Node class to python.
#pragma once
#ifndef BERTINI_PYTHON_NODE_EXPORT_HPP
#define BERTINI_PYTHON_NODE_EXPORT_HPP
#include <bertini2/function_tree.hpp>
#include <bertini2/function_tree/node.hpp>
#include "python_common.hpp"
namespace bertini{
namespace python{
using namespace bertini::node;
using Nodeptr = std::shared_ptr<Node>;
void ExportNode();
template<typename NodeBaseT>
class NodeVisitor: public def_visitor<NodeVisitor<NodeBaseT> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
static unsigned GetPrecision(NodeBaseT const& self) {return self.precision();}
static void SetPrecision(NodeBaseT & self, unsigned p){self.precision(p);}
static Nodeptr Diff0(NodeBaseT& self) { return self.Differentiate();}
Nodeptr (NodeBaseT::*Diff1)(std::shared_ptr<Variable> const&) const= &NodeBaseT::Differentiate;
static int Deg0(NodeBaseT& self) { return self.Degree();}
int (NodeBaseT::*Deg1)(std::shared_ptr<Variable> const&) const= &NodeBaseT::Degree;
int (NodeBaseT::*Deg2)(VariableGroup const&) const = &NodeBaseT::Degree;
static bool IsHom0(NodeBaseT& self) { return self.IsHomogeneous();}
bool (NodeBaseT::*IsHom1)(std::shared_ptr<Variable> const&) const= &NodeBaseT::IsHomogeneous;
bool (NodeBaseT::*IsHom2)(VariableGroup const& vars) const= &NodeBaseT::IsHomogeneous;
static bool IsPoly0(NodeBaseT& self) { return self.IsPolynomial();}
bool (NodeBaseT::*IsPoly1)(std::shared_ptr<Variable> const&) const= &NodeBaseT::IsPolynomial;
bool (NodeBaseT::*IsPoly2)(VariableGroup const& vars) const= &NodeBaseT::IsPolynomial;
// Can't create member function pointer to Eval with zero arguments because implementation
// uses default arguments
template <typename T>
static T Eval0(NodeBaseT& self) { return self.template Eval<T>();}
// Use templating to return member function pointer to Eval<T>
template <typename T>
using Eval1_ptr = T (NodeBaseT::*)(std::shared_ptr<Variable> const&) const;
template <typename T>
static Eval1_ptr<T> return_Eval1_ptr()
{
return &NodeBaseT::template Eval<T>;
};
// Addition operators
Nodeptr(*addNodeNode)(Nodeptr, const Nodeptr&) = &(operator+);
Nodeptr(*addNodeMpfr)(Nodeptr, const mpfr_complex&) = &(operator+);
static Nodeptr raddNodeMpfr(Nodeptr y, const mpfr_complex & x)
{
return x+y;
}
Nodeptr(*addNodeRat)(Nodeptr, const bertini::mpq_rational&) = &(operator+);
static Nodeptr raddNodeRat(Nodeptr y, const bertini::mpq_rational& x)
{ return x+y; }
static Nodeptr raddNodeInt(Nodeptr y, const int & x)
{
return x+y;
}
Nodeptr(*addNodeInt)(Nodeptr, int) = &(operator+);
static Nodeptr iaddNodeNode(Nodeptr lhs, const Nodeptr & rhs)
{
return lhs += rhs;
}
// static Nodeptr iaddNodeDouble(Nodeptr lhs, double rhs)
// {
// return lhs += rhs;
// }
static SumOperator iaddSumNode(SumOperator lhs, const Nodeptr & rhs)
{
return lhs += rhs;
}
// Subtraction operators
Nodeptr(*subNodeNode)(Nodeptr, const Nodeptr&) = &(operator-);
Nodeptr(*subNodeMpfr)(Nodeptr, mpfr_complex) = &(operator-);
Nodeptr(*subNodeInt)(Nodeptr, int) = &(operator-);
static Nodeptr isubNodeNode(Nodeptr lhs, const Nodeptr & rhs)
{
return lhs -= rhs;
}
static SumOperator isubSumNode(SumOperator lhs, const Nodeptr & rhs)
{
return lhs -= rhs;
}
static Nodeptr rsubNodeMpfr(Nodeptr y, const mpfr_complex & x)
{
return x-y;
}
Nodeptr(*subNodeRat)(Nodeptr, const bertini::mpq_rational&) = &(operator-);
static Nodeptr rsubNodeRat(Nodeptr y, const bertini::mpq_rational& x)
{ return x-y; }
static Nodeptr rsubNodeInt(Nodeptr y, const int & x)
{
return x-y;
}
// Negate operator
Nodeptr(*negNode)(const Nodeptr &) = &(operator-);
// Multiplication operators
Nodeptr(*multNodeNode)(Nodeptr, const Nodeptr&) = &(operator*);
Nodeptr(*multNodeMpfr)(Nodeptr, mpfr_complex) = &(operator*);
Nodeptr(*multNodeRat)(Nodeptr, const mpq_rational&) = &(operator*);
Nodeptr(*multNodeInt)(Nodeptr, int) = &(operator*);
static Nodeptr imultNodeNode(Nodeptr lhs, const Nodeptr & rhs)
{
return lhs *= rhs;
}
Nodeptr(*imultMultNode)(std::shared_ptr<node::MultOperator> &, const Nodeptr &) = &(operator*=);
static Nodeptr rmultNodeMpfr(Nodeptr y, const mpfr_complex & x)
{
return x*y;
}
static Nodeptr rmultNodeRat(Nodeptr y, const mpq_rational & x)
{
return x*y;
}
static Nodeptr rmultNodeInt(Nodeptr y, const int & x)
{
return x*y;
}
// Division operators
Nodeptr(*divNodeNode)(Nodeptr, const Nodeptr&) = &(operator/);
Nodeptr(*divNodeRat)(Nodeptr, const mpq_rational&) = &(operator/);
Nodeptr(*divNodeMpfr)(Nodeptr, mpfr_complex) = &(operator/);
Nodeptr(*divNodeInt)(Nodeptr, int) = &(operator/);
static Nodeptr idivNodeNode(Nodeptr lhs, const Nodeptr & rhs)
{
return lhs /= rhs;
}
Nodeptr(*idivMultNode)(std::shared_ptr<node::MultOperator> &, const Nodeptr &) = &(operator/=);
static Nodeptr rdivNodeMpfr(Nodeptr y, const mpfr_complex & x)
{
return x/y;
}
static Nodeptr rdivNodeRat(Nodeptr y, const mpq_rational & x)
{
return x/y;
}
static Nodeptr rdivNodeInt(Nodeptr y, const int & x)
{
return x/y;
}
// Power operators
Nodeptr(*powNodeNode)(const Nodeptr &, const Nodeptr&) = &pow;
Nodeptr(*powNodeMpfr)(const Nodeptr&, mpfr_complex) = &pow;
Nodeptr(*powNodeRat)(const Nodeptr&, const mpq_rational&) = &pow;
Nodeptr(*powNodeInt)( Nodeptr const&, int) = &pow;
// Transcendental operators
Nodeptr(*expNodeNode)(const Nodeptr &) = &exp;
Nodeptr(*logNodeNode)(const Nodeptr &) = &log;
Nodeptr(*sinNodeNode)(const Nodeptr &) = &sin;
Nodeptr(*asinNodeNode)(const Nodeptr &) = &asin;
Nodeptr(*cosNodeNode)(const Nodeptr &) = &cos;
Nodeptr(*acosNodeNode)(const Nodeptr &) = &acos;
Nodeptr(*tanNodeNode)(const Nodeptr &) = &tan;
Nodeptr(*atanNodeNode)(const Nodeptr &) = &atan;
};
}
}
#endif

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//This file is part of Bertini 2.
//
//python/operator_export.hpp 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 3 of the License, or
//(at your option) any later version.
//
//python/operator_export.hpp 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 python/operator_export.hpp. If not, see <http://www.gnu.org/licenses/>.
//
// Copyright(C) 2016-2018 by Bertini2 Development Team
//
// See <http://www.gnu.org/licenses/> for a copy of the license,
// as well as COPYING. Bertini2 is provided with permitted
// additional terms in the b2/licenses/ directory.
// individual authors of this file include:
//
// James Collins
// West Texas A&M University
// Spring 2016
//
// silviana amethyst
// UWEC
// Spring 2018
//
//
// python/operator_export.hpp: Header file for exposing operator nodes to python.
#pragma once
#ifndef BERTINI_PYTHON_OPERATOR_EXPORT_HPP
#define BERTINI_PYTHON_OPERATOR_EXPORT_HPP
#include <bertini2/function_tree/operators/operator.hpp>
#include <bertini2/function_tree/operators/arithmetic.hpp>
#include <bertini2/function_tree/operators/trig.hpp>
#include "python_common.hpp"
namespace bertini{
namespace python{
using namespace boost::python;
using namespace bertini::node;
using Node = Node;
using Nodeptr = std::shared_ptr<Node>;
void ExportOperators();
/**
UnaryOperator class(abstract)
*/
template<typename NodeBaseT>
class UnaryOpVisitor: public def_visitor<UnaryOpVisitor<NodeBaseT> >
{
public:
template<class PyClass>
void visit(PyClass& cl) const;
};
/** NaryOperator class(abstract)
*/
template<typename NodeBaseT>
class NaryOpVisitor: public def_visitor<NaryOpVisitor<NodeBaseT> >
{
public:
template<class PyClass>
void visit(PyClass& cl) const;
};
/**
SumOperator and MultOperator classes
*/
template<typename NodeBaseT>
class SumMultOpVisitor: public def_visitor<SumMultOpVisitor<NodeBaseT> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
void (NodeBaseT::*AddOperand2)(std::shared_ptr<Node> child, bool) = &NodeBaseT::AddOperand;
};
/**
PowerOperator class
*/
template<typename NodeBaseT>
class PowerOpVisitor: public def_visitor<PowerOpVisitor<NodeBaseT> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
};
/**
IntegerPowerOperator class
*/
template<typename NodeBaseT>
class IntPowOpVisitor: public def_visitor<IntPowOpVisitor<NodeBaseT> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
std::string (NodeBaseT::*getexp)() const = &NodeBaseT::exponent;
void (NodeBaseT::*setexp)(const std::string &) = &NodeBaseT::set_exponent;
};
} //re: namespace python
}//re: namespace bertini
#endif

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//This file is part of Bertini 2.
//
//python/include/parser_export.hpp 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 3 of the License, or
//(at your option) any later version.
//
//python/include/parser_export.hpp 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 python/include/parser_export.hpp. If not, see <http://www.gnu.org/licenses/>.
//
// Copyright(C) 2016-2018 by Bertini2 Development Team
//
// See <http://www.gnu.org/licenses/> for a copy of the license,
// as well as COPYING. Bertini2 is provided with permitted
// additional terms in the b2/licenses/ directory.
// individual authors of this file include:
//
// James Collins
// West Texas A&M University
// Spring 2016
//
// silviana amethyst
// University of Wisconsin - Eau Claire
// Spring 2018
//
// python/include/parser_export.hpp: Header file for exposing a method for parsing an input file to a system to python.
#pragma once
#ifndef BERTINI_PYTHON_PARSER_EXPORT_HPP
#define BERTINI_PYTHON_PARSER_EXPORT_HPP
#include <boost/spirit/include/qi.hpp>
#include <bertini2/io/parsing/function_parsers.hpp>
#include <bertini2/io/parsing/system_parsers.hpp>
#include "python_common.hpp"
namespace bertini{
namespace python{
using namespace bertini;
///////////// Parser Exposure /////////////////////
template <typename ResultT, typename ParserT>
ResultT Parser(std::string str)
{
ResultT res;
std::string::const_iterator iter = str.begin();
std::string::const_iterator end = str.end();
ParserT P;
phrase_parse(iter, end, P, boost::spirit::ascii::space, res);
return res;
};
void ExportParsers();
}
}
#endif

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//This file is part of Bertini 2.
//
//python/python_common.hpp 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 3 of the License, or
//(at your option) any later version.
//
//python/python_common.hpp 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 python/python_common.hpp. If not, see <http://www.gnu.org/licenses/>.
//
// Copyright(C) 2016-2018 by Bertini2 Development Team
//
// See <http://www.gnu.org/licenses/> for a copy of the license,
// as well as COPYING. Bertini2 is provided with permitted
// additional terms in the b2/licenses/ directory.
// individual authors of this file include:
//
// James Collins
// West Texas A&M University
// Spring 2016
//
//
// python/python_common.hpp: A common header file for all python exposure files
#pragma once
#ifndef BERTINI_PYTHON_COMMON_HPP
#define BERTINI_PYTHON_COMMON_HPP
#include <boost/python.hpp>
#include <boost/python/module.hpp>
#include <boost/python/def.hpp>
#include <boost/python/args.hpp>
#include <boost/python/class.hpp>
#include <boost/python/overloads.hpp>
#include <boost/python/return_internal_reference.hpp>
#include <boost/python/register_ptr_to_python.hpp>
#include <boost/python/suite/indexing/vector_indexing_suite.hpp>
#include <boost/python/wrapper.hpp>
#include <boost/python/operators.hpp>
#include <boost/operators.hpp>
#include <sstream>
#include <bertini2/mpfr_complex.hpp>
#include <bertini2/mpfr_extensions.hpp>
#include <bertini2/eigen_extensions.hpp>
using namespace boost::python;
using mpfr_float = bertini::mpfr_float;
using mpfr_complex = bertini::mpfr_complex;
#endif

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//This file is part of Bertini 2.
//
//python/random_export.hpp 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 3 of the License, or
//(at your option) any later version.
//
//python/random_export.hpp 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 python/random_export.hpp. If not, see <http://www.gnu.org/licenses/>.
//
// Copyright(C) 2023 by Bertini2 Development Team
//
// See <http://www.gnu.org/licenses/> for a copy of the license,
// as well as COPYING. Bertini2 is provided with permitted
// additional terms in the b2/licenses/ directory.
// individual authors of this file include:
//
// silviana amethyst, summer 2023
//
//
// python/random_export.hpp: Header file for exposing root nodes to python.
#pragma once
#ifndef BERTINI_PYTHON_RANDOM_EXPORT_HPP
#define BERTINI_PYTHON_RANDOM_EXPORT_HPP
#include "python_common.hpp"
namespace bertini{
namespace python{
using namespace boost::python;
void ExportRandom();
}} // namespaces
#endif // include guard

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//This file is part of Bertini 2.
//
//python/root_export.hpp 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 3 of the License, or
//(at your option) any later version.
//
//python/root_export.hpp 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 python/root_export.hpp. If not, see <http://www.gnu.org/licenses/>.
//
// Copyright(C) 2016-2018 by Bertini2 Development Team
//
// See <http://www.gnu.org/licenses/> for a copy of the license,
// as well as COPYING. Bertini2 is provided with permitted
// additional terms in the b2/licenses/ directory.
// individual authors of this file include:
//
// James Collins
// West Texas A&M University
// Spring 2016
//
//
// python/root_export.hpp: Header file for exposing root nodes to python.
#pragma once
#ifndef BERTINI_PYTHON_ROOT_EXPORT_HPP
#define BERTINI_PYTHON_ROOT_EXPORT_HPP
#include <bertini2/function_tree/roots/function.hpp>
#include <bertini2/function_tree/roots/jacobian.hpp>
#include "python_common.hpp"
namespace bertini{
namespace python{
using namespace boost::python;
using namespace bertini::node;
using Node = Node;
using Nodeptr = std::shared_ptr<Node>;
void ExportRoots();
/**
Function class
*/
template<typename NodeBaseT>
class HandleVisitor: public def_visitor<HandleVisitor<NodeBaseT> >
{
public:
template<class PyClass>
void visit(PyClass& cl) const;
};
/**
Function class
*/
template<typename NodeBaseT>
class FunctionVisitor: public def_visitor<FunctionVisitor<NodeBaseT> >
{
public:
template<class PyClass>
void visit(PyClass& cl) const;
};
/**
Jacobian class
*/
template<typename NodeBaseT>
class JacobianVisitor: public def_visitor<JacobianVisitor<NodeBaseT> >
{
public:
template<class PyClass>
void visit(PyClass& cl) const;
};
}
}
#endif

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//This file is part of Bertini 2.
//
//python/symbol_export.hpp 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 3 of the License, or
//(at your option) any later version.
//
//python/symbol_export.hpp 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 python/symbol_export.hpp. If not, see <http://www.gnu.org/licenses/>.
//
// Copyright(C) 2016-2018 by Bertini2 Development Team
//
// See <http://www.gnu.org/licenses/> for a copy of the license,
// as well as COPYING. Bertini2 is provided with permitted
// additional terms in the b2/licenses/ directory.
// individual authors of this file include:
//
// James Collins
// West Texas A&M University
// Spring 2016
//
//
// python/symbol_export.hpp: Header file for exposing symbol nodes to python.
#pragma once
#ifndef BERTINI_PYTHON_SYMBOLS_EXPORT_HPP
#define BERTINI_PYTHON_SYMBOLS_EXPORT_HPP
#include <bertini2/function_tree/symbols/symbol.hpp>
#include <bertini2/function_tree/symbols/number.hpp>
#include <bertini2/function_tree/symbols/special_number.hpp>
#include <bertini2/function_tree/symbols/variable.hpp>
#include <bertini2/function_tree/symbols/differential.hpp>
#include "python_common.hpp"
namespace bertini{
namespace python{
using namespace bertini::node;
// the main function for exporting symbols into python.
void ExportSymbols();
/**
NamedSymbol class(abstract)
*/
template<typename NodeBaseT>
class NamedSymbolVisitor: public def_visitor<NamedSymbolVisitor<NodeBaseT> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
std::string (NodeBaseT::*getname)() const = &NodeBaseT::name;
void (NodeBaseT::*setname)(const std::string &) = &NodeBaseT::name;
};
/**
Integer class
*/
template<typename NodeBaseT>
class IntegerVisitor: public def_visitor<IntegerVisitor<NodeBaseT> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
};
/**
Rational class
*/
template<typename NodeBaseT>
class RationalVisitor: public def_visitor<RationalVisitor<NodeBaseT> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
};
/**
Variable class
*/
template<typename NodeBaseT>
class VariableVisitor: public def_visitor<VariableVisitor<NodeBaseT> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
};
/**
Differential class
*/
template<typename NodeBaseT>
class DifferentialVisitor: public def_visitor<DifferentialVisitor<NodeBaseT> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
};
}//namespace python
} // namespace bertini
#endif

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//This file is part of Bertini 2.
//
//python/system_export.hpp 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 3 of the License, or
//(at your option) any later version.
//
//python/system_export.hpp 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 python/system_export.hpp. If not, see <http://www.gnu.org/licenses/>.
//
// Copyright(C) 2016-2018 by Bertini2 Development Team
//
// See <http://www.gnu.org/licenses/> for a copy of the license,
// as well as COPYING. Bertini2 is provided with permitted
// additional terms in the b2/licenses/ directory.
// individual authors of this file include:
//
// James Collins
// West Texas A&M University
// Spring 2016
//
// silviana amethyst
// UWEC
// Spring 2018
//
//
// python/system_export.hpp: Header file for exposing systems to python, including start systems.
#pragma once
#ifndef BERTINI_PYTHON_SYSTEM_EXPORT_HPP
#define BERTINI_PYTHON_SYSTEM_EXPORT_HPP
#include <bertini2/system/system.hpp>
#include <bertini2/system/start_systems.hpp>
#include "python_common.hpp"
namespace bertini{
namespace python{
using namespace bertini;
template<typename T> using Vec = Eigen::Matrix<T, Eigen::Dynamic, 1>;
template<typename T> using Mat = Eigen::Matrix<T, Eigen::Dynamic, Eigen::Dynamic>;
using dbl = std::complex<double>;
using mpfr = bertini::mpfr_complex;
void ExportAllSystems();
// some useful subfunctions used in ExportAllSystems
void ExportSystem();
void ExportStartSystems();
void ExportStartSystemBase();
void ExportTotalDegree();
/**
System class
*/
template<typename SystemBaseT>
class SystemVisitor: public def_visitor<SystemVisitor<SystemBaseT> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
// precision functions
void (bertini::System::*set_prec_)(unsigned) const = &bertini::System::precision;
unsigned (bertini::System::*get_prec_)(void) const = &bertini::System::precision;
// using just_fn = void (bertini::System::*)(std::shared_ptr<node::Node> const&);
using fn_and_name = void (bertini::System::*)(std::shared_ptr<node::Node> const&, std::string const&);
static fn_and_name AddFnAndName()
{
return &System::AddFunction;
};
static void AddJustFn(bertini::System& self, std::shared_ptr<node::Node> const& f) { return self.AddFunction(f);}
void (bertini::System::*sysAddFunc1)(std::shared_ptr<node::Function> const&) = &bertini::System::AddFunction;
// void (bertini::System::*sysAddFunc2)(std::shared_ptr<node::Node> const&, std::string const&) = &bertini::System::AddFunction;
// Vec<dbl> (System::*sysEval1)(const Vec<dbl> &) = &System::template Eval<dbl>;
// Vec<dbl> (System::*sysEval1)(const Vec<dbl> &) = &System::template Eval<dbl>;
std::vector<int> (bertini::System::*sysDeg1)() const = &bertini::System::Degrees;
std::vector<int> (bertini::System::*sysDeg2)(VariableGroup const&) const = &bertini::System::Degrees;
// Eval functions
template <typename T>
using Eval0_ptr = Vec<T> (SystemBaseT::*)() const;
template <typename T>
static Eval0_ptr<T> return_Eval0_ptr()
{
return &SystemBaseT::template Eval<T>;
};
// evaluate at arguments passed in, return a vector
// in case you wondered how it's done, this is how you enable wrapping of in-place using a Ref.
// this ended up being unnecessary, lol. but i kept it because it might be useful
// for future reference.
template<typename T>
static
Vec<T> eval_wrap_1(SystemBaseT const& self, Eigen::Ref< Vec<T>> x){
return self.template Eval<T>(x);
}
template <typename T>
using Eval1_ptr = Vec<T> (SystemBaseT::*)(const Vec<T>&) const;
template <typename T>
static Eval1_ptr<T> return_Eval1_ptr()
{
return &SystemBaseT::template Eval<T>;
};
template <typename T>
using Eval2_ptr = Vec<T> (SystemBaseT::*)(const Vec<T>&, const T &) const;
template <typename T>
static Eval2_ptr<T> return_Eval2_ptr()
{
return &SystemBaseT::template Eval<T>;
};
// Jacobian Eval functions
template <typename T>
using Jac0_ptr = Mat<T> (SystemBaseT::*)() const;
template <typename T>
static Jac0_ptr<T> return_Jac0_ptr()
{
return &SystemBaseT::template Jacobian<T>;
};
template <typename T>
using Jac1_ptr = Mat<T> (SystemBaseT::*)(const Vec<T>&) const;
template <typename T>
static Jac1_ptr<T> return_Jac1_ptr()
{
return &SystemBaseT::template Jacobian<T>;
};
template <typename T>
using Jac2_ptr = Mat<T> (SystemBaseT::*)(const Vec<T>&, const T &) const;
template <typename T>
static Jac2_ptr<T> return_Jac2_ptr()
{
return &SystemBaseT::template Jacobian<T>;
};
static
void rescale_wrap_inplace_mpfr(SystemBaseT const& self, Eigen::Ref<Vec<mpfr>> x){
Vec<mpfr> result(x);
self.RescalePointToFitPatchInPlace(result);
x = result;}
};
/**
StartSystem class
*/
template<typename SystemBaseT>
class StartSystemVisitor: public def_visitor<StartSystemVisitor<SystemBaseT> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
template <typename T>
using GenStart_ptr = Vec<T> (SystemBaseT::*)(unsigned long long) const;
template <typename T>
static GenStart_ptr<T> return_GenStart_ptr()
{
return &SystemBaseT::template StartPoint<T>;
};
};
}
}
#endif

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//This file is part of Bertini 2.
//
//python/tracker.hpp 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 3 of the License, or
//(at your option) any later version.
//
//python/tracker.hpp 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 python/tracker.hpp. If not, see <http://www.gnu.org/licenses/>.
//
// Copyright(C) 2016-2018 by Bertini2 Development Team
//
// See <http://www.gnu.org/licenses/> for a copy of the license,
// as well as COPYING. Bertini2 is provided with permitted
// additional terms in the b2/licenses/ directory.
// individual authors of this file include:
//
// silviana amethyst
// University of Notre Dame
// Summer 2016, Spring 2018
//
// James Collins
// West Texas A&M University
// Summer 2016
//
//
//
// python/tracker.hpp: Header file for exposing trackers to python.
#pragma once
#include "python_common.hpp"
#include "generic_observable.hpp"
#include <bertini2/trackers/tracker.hpp>
namespace bertini{
namespace python{
using namespace bertini::tracking;
/**
Abstract Tracker class
*/
template<typename TrackerT>
class TrackerVisitor: public def_visitor<TrackerVisitor<TrackerT> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
using CT = typename TrackerTraits<TrackerT>::BaseComplexType;
using RT = typename TrackerTraits<TrackerT>::BaseRealType;
// resolve overloads for getting and setting predictor method.
void (TrackerT::*set_predictor_)(Predictor)= &TrackerT::SetPredictor;
Predictor (TrackerT::*get_predictor_)(void) const = &TrackerT::GetPredictor;
static
SuccessCode track_path_wrap(TrackerT const& self, Eigen::Ref<Vec<CT>> result, CT const& start_time, CT const& end_time, Vec<CT> const& start_point)
{
Vec<CT> temp_result(self.GetSystem().NumVariables());
auto code = self.TrackPath(temp_result, start_time, end_time, start_point);
result = temp_result;
return code;
}
};// TrackerVisitor class
/**
AMP Tracker class
*/
template<typename TrackerT>
class AMPTrackerVisitor: public def_visitor<AMPTrackerVisitor<TrackerT> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
// resolve overloads for refining a point.
template <typename T>
using Refine3_ptr = SuccessCode (TrackerT::*)(Vec<T>&, Vec<T> const&, T const&) const;
template <typename T>
static Refine3_ptr<T> return_Refine3_ptr()
{
return &TrackerT::template Refine<T>;
};
template <typename ComplexT>
using Refine4_ptr = SuccessCode (TrackerT::*)(Vec<ComplexT>&, Vec<ComplexT> const&, ComplexT const&, double const&, unsigned) const;
template <typename ComplexT>
static Refine4_ptr<ComplexT> return_Refine4_ptr()
{
return &TrackerT::template Refine<ComplexT>;
};
};// AMPTrackerVisitor class
/**
Fixed Double Tracker class
*/
template<typename TrackerT>
class FixedDoubleTrackerVisitor: public def_visitor<FixedDoubleTrackerVisitor<TrackerT> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
// resolve overloads for refining a point.
template <typename T>
using Refine3_ptr = SuccessCode (TrackerT::*)(Vec<T>&, Vec<T> const&, T const&) const;
template <typename T>
static Refine3_ptr<T> return_Refine3_ptr()
{
return &TrackerT::template Refine<T>;
};
template <typename ComplexT>
using Refine4_ptr = SuccessCode (TrackerT::*)(Vec<ComplexT>&, Vec<ComplexT> const&, ComplexT const&, double const&, unsigned) const;
template <typename ComplexT>
static Refine4_ptr<ComplexT> return_Refine4_ptr()
{
return &TrackerT::template Refine<ComplexT>;
};
};// FixedDoubleTrackerVisitor class
/**
Fixed Multiple Tracker class
*/
template<typename TrackerT>
class FixedMultipleTrackerVisitor: public def_visitor<FixedMultipleTrackerVisitor<TrackerT> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
// resolve overloads for refining a point.
template <typename T>
using Refine3_ptr = SuccessCode (TrackerT::*)(Vec<T>&, Vec<T> const&, T const&) const;
template <typename T>
static Refine3_ptr<T> return_Refine3_ptr()
{
return &TrackerT::template Refine<T>;
};
template <typename ComplexT>
using Refine4_ptr = SuccessCode (TrackerT::*)(Vec<ComplexT>&, Vec<ComplexT> const&, ComplexT const&, double const&, unsigned) const;
template <typename ComplexT>
static Refine4_ptr<ComplexT> return_Refine4_ptr()
{
return &TrackerT::template Refine<ComplexT>;
};
};// FixedMultipleTrackerVisitor class
/**
Stepping struct
*/
template<typename T>
class SteppingVisitor: public def_visitor<SteppingVisitor<T> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
};// SteppingVisitor class
// template<typename NumT>
// class TolerancesVisitor: public def_visitor<TolerancesVisitor<NumT> >
// {
// friend class def_visitor_access;
// public:
// template<class PyClass>
// void visit(PyClass& cl) const
// {
// cl
// .def_readwrite("newton_before_endgame", &Tolerances<NumT>::newton_before_endgame)
// .def_readwrite("newton_during_endgame", &Tolerances<NumT>::newton_during_endgame)
// .def_readwrite("final_tolerance", &Tolerances<NumT>::final_tolerance)
// .def_readwrite("final_tolerance_multiplier", &Tolerances<NumT>::final_tolerance_multiplier)
// .def_readwrite("path_truncation_threshold", &Tolerances<NumT>::path_truncation_threshold)
// .def_readwrite("final_tolerance_times_final_tolerance_multiplier", &Tolerances<NumT>::final_tolerance_times_final_tolerance_multiplier)
// ;
// }
// };
// now prototypes for expose functions defined in the .cpp files for the python bindings.
void ExportTrackers();
void ExportAMPTracker();
void ExportFixedTrackers();
void ExportFixedDoubleTracker();
void ExportFixedMultipleTracker();
void ExportConfigSettings();
}}// re: namespaces

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//This file is part of Bertini 2.
//
//python/tracker_observers.hpp 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 3 of the License, or
//(at your option) any later version.
//
//python/tracker_observers.hpp 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 python/tracker_observers.hpp. If not, see <http://www.gnu.org/licenses/>.
//
// Copyright(C) 2017-2018 by Bertini2 Development Team
//
// See <http://www.gnu.org/licenses/> for a copy of the license,
// as well as COPYING. Bertini2 is provided with permitted
// additional terms in the b2/licenses/ directory.
// individual authors of this file include:
//
// silviana amethyst
// UWEC
// Fall 2017, Spring 2018
//
//
// python/tracker_observers.hpp: source file for exposing trackers to python.
#pragma once
#include "python_common.hpp"
#include <bertini2/trackers/observers.hpp>
#include <bertini2/trackers/amp_tracker.hpp>
#include <bertini2/trackers/fixed_precision_tracker.hpp>
namespace bertini{
namespace python{
void ExportTrackerObservers();
using namespace bertini::tracking;
template<typename ObsT>
struct TrackingObserverVisitor: public def_visitor<TrackingObserverVisitor<ObsT> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const{
}
};
}} // namespaces

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//This file is part of Bertini 2.
//
//python/zero_dim_export.hpp 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 3 of the License, or
//(at your option) any later version.
//
//python/zero_dim_export.hpp 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 python/zero_dim_export.hpp. If not, see <http://www.gnu.org/licenses/>.
//
// Copyright(C) 2023 by Bertini2 Development Team
//
// See <http://www.gnu.org/licenses/> for a copy of the license,
// as well as COPYING. Bertini2 is provided with permitted
// additional terms in the b2/licenses/ directory.
// individual authors of this file include:
//
// silviana amethyst
// University of Wisconsin-Eau Claire
// 2023
//
//
// python/zero_dim_export.hpp: Header file for exposing the zero dim solve algorithm to Python
#ifndef BERTINI2_PYBERTINI_NAG_ALGORITHMS_ZERO_DIM
#define BERTINI2_PYBERTINI_NAG_ALGORITHMS_ZERO_DIM
#pragma once
#include "python_common.hpp"
#include <bertini2/endgames.hpp>
#include <bertini2/nag_algorithms/zero_dim_solve.hpp>
namespace bertini{
namespace python{
using namespace bertini;
void ExportZeroDim();
// some sub-functions to help
void ExportZDAlgorithms();
void ExportZDConfigs();
void ExposeZDMetaData();
template<typename AlgoT>
class ZDVisitor: public def_visitor<ZDVisitor<AlgoT> >
{
friend class def_visitor_access;
public:
template<class PyClass>
void visit(PyClass& cl) const;
private:
using MutableTrackerGetter = typename AlgoT::TrackerT& (AlgoT::*)();
static MutableTrackerGetter GetTrackerMutable()
{
return &AlgoT::GetTracker;
};
using MutableEndgameGetter = typename AlgoT::EndgameT& (AlgoT::*)();
static MutableEndgameGetter GetEndgameMutable()
{
return &AlgoT::GetEndgame;
};
// pattern:
// returned type. name. argument types.
// typename AlgoT::TrackerT& (*GetTrackerMutable)() = &AlgoT::GetTracker;
};
}} // namespaces
#endif // the include guards

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import pybertini
def exercise_ring(a, b):
c1 = a+b
c2 = b+a
d1 = a*b
d2 = b*a
e1 = a-b
e2 = b-a
print('{} {} passed ring checks'.format(type(a),type(b)))
def exercise_field(a,b):
exercise_ring(a,b)
f1 = a/b
f2 = b/a
print('{} {} passed field checks'.format(type(a),type(b)))
def compare(a, b):
a < b
a <= b
b < a
b <= a
a > b
a >= b
b > a
b >= a
print('{} {} passed compare checks'.format(type(a),type(b)))
def eq(a,b):
a == b
a != b
b == a
b != a
a == a
a != a
b == b
b != b
print('{} {} passed eq checks'.format(type(a),type(b)))
rings = [pybertini.multiprec.Int(2)]
fields = [pybertini.multiprec.Float(3),pybertini.multiprec.Rational(3,4),pybertini.multiprec.Complex(5,6)]
ordereds = [pybertini.multiprec.Int(2), pybertini.multiprec.Float(3),pybertini.multiprec.Rational(3,4)]
all_types = [pybertini.multiprec.Int(2), pybertini.multiprec.Float(3),pybertini.multiprec.Rational(3,4), pybertini.multiprec.Complex(5,6)]
for ii in rings:
for jj in rings:
exercise_ring(ii,jj)
for ii in fields:
for jj in fields:
exercise_field(ii,jj)
# then mixed products
for ii in rings:
for jj in fields:
exercise_field(ii,jj)
for ii in ordereds:
compare(ii, 1)
for ii in all_types:
eq(ii,ii)

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# This file is part of Bertini 2.
#
# python/pybertini/__init__.py 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 3 of the License, or
# (at your option) any later version.
#
# python/pybertini/__init__.py 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 python/pybertini/__init__.py. If not, see <http://www.gnu.org/licenses/>.
#
# Copyright(C) 2018 by Bertini2 Development Team
#
# See <http://www.gnu.org/licenses/> for a copy of the license,
# as well as COPYING. Bertini2 is provided with permitted
# additional terms in the b2/licenses/ directory.
# individual authors of this file include:
#
# silviana amethyst
# UWEC
# Spring 2018
#
"""
PyBertini -- Python bindings for Bertini2.
This code is licensed under the GNU Public License, Version 3, with
additional clauses under section 7 as permitted, to protect the
Bertini name. See b2/licenses/ for a complete copy of the license,
and the licenses of software upon which Bertini depends.
See the source at https://github.com/bertiniteam/b2
"""
### this __init__.py is strongly inspired by that for GalSim
### https://github.com/GalSim-developers/GalSim
from ._version import __version__, __version_info__
version = __version__
# put stuff in the pybertini namespace
import pybertini.function_tree as function_tree
import pybertini.system as system
import pybertini.tracking as tracking
import pybertini.endgame as endgame
import pybertini.parse as parse
import pybertini.container as container
import pybertini.logging as logging
import pybertini.nag_algorithm as nag_algorithm
import pybertini.random as random
import pybertini.multiprec as multiprec
# some convenience assignments
Variable = function_tree.symbol.Variable
VariableGroup = function_tree.VariableGroup
System = system.System
default_precision = multiprec.default_precision
# https://stackoverflow.com/questions/44834/what-does-all-mean-in-python
# "a list of strings defining what symbols in a module will be exported when from <module> import * is used on the module"
__all__ = ['Variable','VariableGroup','system','System',
'nag_algorithm','container','default_precision',
'tracking','endgame','logging','function_tree','parse','multiprec','random']

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# This file is part of Bertini 2.
#
# python/pybertini/_version.py 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 3 of the License, or
# (at your option) any later version.
#
# python/pybertini/_version.py 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 python/pybertini/_version.py. If not, see <http://www.gnu.org/licenses/>.
#
# Copyright(C) 2018-2023 by Bertini2 Development Team
#
# See <http://www.gnu.org/licenses/> for a copy of the license,
# as well as COPYING. Bertini2 is provided with permitted
# additional terms in the b2/licenses/ directory.
# individual authors of this file include:
#
# silviana amethyst
# UWEC
# Spring 2018-2023
#
__version__ = '1.0.5'
__version_info__ = tuple(map(int, __version__.split('.')))

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# This file is part of Bertini 2.
#
# python/pybertini/algorithms/__init__.py 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 3 of the License, or
# (at your option) any later version.
#
# python/pybertini/algorithms/__init__.py 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 python/pybertini/algorithms/__init__.py. If not, see <http://www.gnu.org/licenses/>.
#
# Copyright(C) 2018 by Bertini2 Development Team
#
# See <http://www.gnu.org/licenses/> for a copy of the license,
# as well as COPYING. Bertini2 is provided with permitted
# additional terms in the b2/licenses/ directory.
# individual authors of this file include:
#
# silviana amethyst
# UWEC
# Spring 2018
#
"""
Various algorithms for numerical algebraic geometry, notable the zero dimensional algorithm, which is used all over the place.
"""

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# This file is part of Bertini 2.
#
# python/pybertini/algorithms/zerodim.py 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 3 of the License, or
# (at your option) any later version.
#
# python/pybertini/algorithms/zerodim.py 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 python/pybertini/algorithms/zerodim.py. If not, see <http://www.gnu.org/licenses/>.
#
# Copyright(C) 2018 by Bertini2 Development Team
#
# See <http://www.gnu.org/licenses/> for a copy of the license,
# as well as COPYING. Bertini2 is provided with permitted
# additional terms in the b2/licenses/ directory.
# individual authors of this file include:
#
# silviana amethyst
# UWEC
# Spring 2018
#

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# This file is part of Bertini 2.
#
# python/pybertini/container/__init__.py 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 3 of the License, or
# (at your option) any later version.
#
# python/pybertini/container/__init__.py 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 python/pybertini/container/__init__.py. If not, see <http://www.gnu.org/licenses/>.
#
# Copyright(C) 2018-2023 by Bertini2 Development Team
#
# See <http://www.gnu.org/licenses/> for a copy of the license,
# as well as COPYING. Bertini2 is provided with permitted
# additional terms in the b2/licenses/ directory.
# individual authors of this file include:
#
# silviana amethyst
# UWEC
# Spring 2018, 2023
#
"""
container types, coming from C++
"""
import pybertini._pybertini.container
from pybertini._pybertini.container import *
__all__ = dir(pybertini._pybertini.container)
vector_types = (ListOfVectorComplexVariablePrecision, ListOfVectorComplexDoublePrecision)
# for v in vector_types:
# v.Zero = lambda n: v( (0,)*n )

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# This file is part of Bertini 2.
#
# python/pybertini/endgame/__init__.py 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 3 of the License, or
# (at your option) any later version.
#
# python/pybertini/endgame/__init__.py 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 python/pybertini/endgame/__init__.py. If not, see <http://www.gnu.org/licenses/>.
#
# Copyright(C) 2018 by Bertini2 Development Team
#
# See <http://www.gnu.org/licenses/> for a copy of the license,
# as well as COPYING. Bertini2 is provided with permitted
# additional terms in the b2/licenses/ directory.
# individual authors of this file include:
#
# silviana amethyst
# UWEC
# Spring 2018
#
"""
Endgame-specific things -- endgames, configs
***********************************************
Endgames allow the computation of singular endpoints.
Flavors
=========
There are two basic flavors of endgame implemented:
1. Power Series, commonly written PS or PSEG
2. Cauchy
Both estimate the cycle number and use it to compute a root at a time which is never tracked to. PSEG uses Hermite interpolation and extrapolation, and Cauchy uses loops around the target time coupled with the `Cauchy integral formula <https://en.wikipedia.org/wiki/Cauchy%27s_integral_formula>`_. Both continue until two successive approximations of the root match to a given tolerance (:py:attr:`pybertini.endgame.config.Endgame.final_tolerance`).
The implementations of the endgames go with a particular tracker, hence there are six provided endgame types. Choose the one that goes with your selected tracker type. Adaptive Multiple Precision is a good choice.
Implementation reference
=========================
AMP Endgames
-------------
* :class:`~pybertini.endgame.AMPCauchyEG`
* :class:`~pybertini.endgame.AMPPSEG`
Fixed Double Precision Endgames
---------------------------------
* :class:`~pybertini.endgame.FixedDoublePSEG`
* :class:`~pybertini.endgame.FixedDoublePSEG`
Fixed Multiple Precision Endgames
-------------------------------------
* :class:`~pybertini.endgame.FixedMultiplePSEG`
* :class:`~pybertini.endgame.FixedMultiplePSEG`
"""
import pybertini._pybertini.endgame
from pybertini._pybertini.endgame import *
__all__ = ['AMPCauchyEG',
'AMPPSEG',
'FixedDoubleCauchyEG',
'FixedDoublePSEG',
'FixedMultipleCauchyEG',
'FixedMultiplePSEG',
'__doc__',
'__loader__',
'__name__',
'__package__',
'__spec__',
'config',
'observers']

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# This file is part of Bertini 2.
#
# python/pybertini/endgame/config/__init__.py 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 3 of the License, or
# (at your option) any later version.
#
# python/pybertini/endgame/config/__init__.py 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 python/pybertini/endgame/config/__init__.py. If not, see <http://www.gnu.org/licenses/>.
#
# Copyright(C) 2018 by Bertini2 Development Team
#
# See <http://www.gnu.org/licenses/> for a copy of the license,
# as well as COPYING. Bertini2 is provided with permitted
# additional terms in the b2/licenses/ directory.
# individual authors of this file include:
#
# silviana amethyst
# UWEC
# Spring 2018
#
"""
Configs for endgames
"""
import pybertini._pybertini.endgame.config
from pybertini._pybertini.endgame.config import *
__all__ = dir(pybertini._pybertini.endgame.config)

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# This file is part of Bertini 2.
#
# python/pybertini/function_tree/__init__.py 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 3 of the License, or
# (at your option) any later version.
#
# python/pybertini/function_tree/__init__.py 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 python/pybertini/function_tree/__init__.py. If not, see <http://www.gnu.org/licenses/>.
#
# Copyright(C) 2018 by Bertini2 Development Team
#
# See <http://www.gnu.org/licenses/> for a copy of the license,
# as well as COPYING. Bertini2 is provided with permitted
# additional terms in the b2/licenses/ directory.
# individual authors of this file include:
#
# silviana amethyst
# UWEC
# Spring 2018
#
import pybertini._pybertini
import pybertini._pybertini.function_tree
# from pybertini._pybertini import function_tree
from pybertini._pybertini.container import VariableGroup
from pybertini._pybertini.function_tree import *
VariableGroup.__str__ = lambda vg: '[{}]'.format( ','.join([str(v) for v in vg]) )
__all__ = dir(pybertini._pybertini.function_tree)

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# This file is part of Bertini 2.
#
# python/pybertini/function_tree/root/__init__.py 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 3 of the License, or
# (at your option) any later version.
#
# python/pybertini/function_tree/root/__init__.py 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 python/pybertini/function_tree/root/__init__.py. If not, see <http://www.gnu.org/licenses/>.
#
# Copyright(C) 2018 by Bertini2 Development Team
#
# See <http://www.gnu.org/licenses/> for a copy of the license,
# as well as COPYING. Bertini2 is provided with permitted
# additional terms in the b2/licenses/ directory.
# individual authors of this file include:
#
# silviana amethyst
# UWEC
# Spring 2018
#
import pybertini._pybertini
import pybertini._pybertini.function_tree.root
from pybertini._pybertini.function_tree.root import *
__all__ = dir(pybertini._pybertini.function_tree.root)

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# This file is part of Bertini 2.
#
# python/pybertini/function_tree/symbol/__init__.py 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 3 of the License, or
# (at your option) any later version.
#
# python/pybertini/function_tree/symbol/__init__.py 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 python/pybertini/function_tree/symbol/__init__.py. If not, see <http://www.gnu.org/licenses/>.
#
# Copyright(C) 2018 by Bertini2 Development Team
#
# See <http://www.gnu.org/licenses/> for a copy of the license,
# as well as COPYING. Bertini2 is provided with permitted
# additional terms in the b2/licenses/ directory.
# individual authors of this file include:
#
# silviana amethyst
# UWEC
# Spring 2018
#
import pybertini._pybertini
import pybertini._pybertini.function_tree.symbol
from pybertini._pybertini.function_tree.symbol import *
__all__ = dir(pybertini._pybertini.function_tree.symbol)

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# This file is part of Bertini 2.
#
# python/pybertini/logging/__init__.py 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 3 of the License, or
# (at your option) any later version.
#
# python/pybertini/logging/__init__.py 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 python/pybertini/logging/__init__.py. If not, see <http://www.gnu.org/licenses/>.
#
# Copyright(C) 2018 by Bertini2 Development Team
#
# See <http://www.gnu.org/licenses/> for a copy of the license,
# as well as COPYING. Bertini2 is provided with permitted
# additional terms in the b2/licenses/ directory.
# individual authors of this file include:
#
# silviana amethyst
# UWEC
# Spring 2018
#
"""
Parsing functions, taking strings and producing various other things
"""
import pybertini._pybertini.logging
from pybertini._pybertini.logging import *
__all__ = dir(pybertini._pybertini.logging)

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# This file is part of Bertini 2.
#
# python/pybertini/multiprec/__init__.py 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 3 of the License, or
# (at your option) any later version.
#
# python/pybertini/multiprec/__init__.py 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 python/pybertini/multiprec/__init__.py. If not, see <http://www.gnu.org/licenses/>.
#
# Copyright(C) 2018-2023 by Bertini2 Development Team
#
# See <http://www.gnu.org/licenses/> for a copy of the license,
# as well as COPYING. Bertini2 is provided with permitted
# additional terms in the b2/licenses/ directory.
# individual authors of this file include:
#
# silviana amethyst
# UWEC
# Spring 2018, summer 2023
#
"""
Multiprecision types
"""
import pybertini._pybertini.multiprec
from pybertini._pybertini.multiprec import *
__all__ = dir(pybertini._pybertini.multiprec)

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# This file is part of Bertini 2.
#
# python/pybertini/nag_algorithms/__init__.py 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 3 of the License, or
# (at your option) any later version.
#
# python/pybertini/nag_algorithms/__init__.py 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 python/pybertini/nag_algorithms/__init__.py. If not, see <http://www.gnu.org/licenses/>.
#
# Copyright(C) 2023 by Bertini2 Development Team
#
# See <http://www.gnu.org/licenses/> for a copy of the license,
# as well as COPYING. Bertini2 is provided with permitted
# additional terms in the b2/licenses/ directory.
# individual authors of this file include:
#
# silviana amethyst
# UWEC
# Spring 2023
#
"""
nag_algorithms
"""
import pybertini._pybertini.nag_algorithms
from pybertini._pybertini.nag_algorithms import *
__all__ = dir(pybertini._pybertini.nag_algorithms)
# DoublePrecisionTotalDegree = pybertini._pybertini.nag_algorithms.ZeroDimCauchyDoublePrecisionTotalDegree

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# This file is part of Bertini 2.
#
# python/pybertini/parse/__init__.py 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 3 of the License, or
# (at your option) any later version.
#
# python/pybertini/parse/__init__.py 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 python/pybertini/parse/__init__.py. If not, see <http://www.gnu.org/licenses/>.
#
# Copyright(C) 2018 by Bertini2 Development Team
#
# See <http://www.gnu.org/licenses/> for a copy of the license,
# as well as COPYING. Bertini2 is provided with permitted
# additional terms in the b2/licenses/ directory.
# individual authors of this file include:
#
# silviana amethyst
# UWEC
# Spring 2018
#
"""
Parsing functions, taking strings and producing various other things
"""
import pybertini._pybertini.parse
from pybertini._pybertini.parse import *
__all__ = dir(pybertini._pybertini.parse)

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import pybertini._pybertini.random
from pybertini._pybertini.random import *
__all__ = dir(pybertini._pybertini.random)

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# coding : utf-8
#
# This file is part of Bertini 2.
#
# python/pybertini/system/__init__.py 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 3 of the License, or
# (at your option) any later version.
#
# python/pybertini/system/__init__.py 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 python/pybertini/system/__init__.py. If not, see <http://www.gnu.org/licenses/>.
#
# Copyright(C) 2018 by Bertini2 Development Team
#
# See <http://www.gnu.org/licenses/> for a copy of the license,
# as well as COPYING. Bertini2 is provided with permitted
# additional terms in the b2/licenses/ directory.
# individual authors of this file include:
#
# silviana amethyst
# UWEC
# Spring 2018
#
"""
Provides utilities for working with systems of functions -- polynomials are intended, although you can work with functions involving things like trig functions, arbitrary powers, etc.
Making a new `System` is the starting point you want, probably:
::
sys = pybertini.system.System()
-----------
There are also things available in the `start_system` submodule.
"""
import pybertini._pybertini.system
from pybertini._pybertini.system import * # brings the type System
from pybertini._pybertini.system import start_system
__all__ = dir(pybertini._pybertini.system)
__all__.extend(['start_system'])

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# This file is part of Bertini 2.
#
# python/pybertini/start_system/__init__.py 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 3 of the License, or
# (at your option) any later version.
#
# python/pybertini/start_system/__init__.py 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 python/pybertini/start_system/__init__.py. If not, see <http://www.gnu.org/licenses/>.
#
# Copyright(C) 2018 by Bertini2 Development Team
#
# See <http://www.gnu.org/licenses/> for a copy of the license,
# as well as COPYING. Bertini2 is provided with permitted
# additional terms in the b2/licenses/ directory.
# individual authors of this file include:
#
# silviana amethyst
# UWEC
# Spring 2018
#
"""
Start systems
"""
import pybertini._pybertini.system.start_system
from pybertini._pybertini.system.start_system import *
__all__ = dir(pybertini._pybertini.system.start_system)

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# This file is part of Bertini 2.
#
# python/pybertini/tracking/__init__.py 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 3 of the License, or
# (at your option) any later version.
#
# python/pybertini/tracking/__init__.py 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 python/pybertini/tracking/__init__.py. If not, see <http://www.gnu.org/licenses/>.
#
# Copyright(C) 2018 by Bertini2 Development Team
#
# See <http://www.gnu.org/licenses/> for a copy of the license,
# as well as COPYING. Bertini2 is provided with permitted
# additional terms in the b2/licenses/ directory.
# individual authors of this file include:
#
# silviana amethyst
# UWEC
# Spring 2018
#
"""
Tracking-specific things -- trackers, configs
"""
import pybertini._pybertini.tracking
from pybertini._pybertini.tracking import *
__all__ = dir(pybertini._pybertini.tracking)
AMPTracker.observers = pybertini._pybertini.tracking.observers.amp
DoublePrecisionTracker.observers = pybertini._pybertini.tracking.observers.double
MultiplePrecisionTracker.observers = pybertini._pybertini.tracking.observers.multiple

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# This file is part of Bertini 2.
#
# python/pybertini/tracking/config/__init__.py 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 3 of the License, or
# (at your option) any later version.
#
# python/pybertini/tracking/config/__init__.py 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 python/pybertini/tracking/config/__init__.py. If not, see <http://www.gnu.org/licenses/>.
#
# Copyright(C) 2018 by Bertini2 Development Team
#
# See <http://www.gnu.org/licenses/> for a copy of the license,
# as well as COPYING. Bertini2 is provided with permitted
# additional terms in the b2/licenses/ directory.
# individual authors of this file include:
#
# silviana amethyst
# UWEC
# Spring 2018
#
"""
Tracking-specific configs
"""
import pybertini._pybertini.tracking.config
from pybertini._pybertini.tracking.config import *
__all__ = dir(pybertini._pybertini.tracking.config)

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# This file is part of Bertini 2.
#
# python/pybertini/tracking/observers/__init__.py 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 3 of the License, or
# (at your option) any later version.
#
# python/pybertini/tracking/observers/__init__.py 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 python/pybertini/tracking/observers/__init__.py. If not, see <http://www.gnu.org/licenses/>.
#
# Copyright(C) 2018 by Bertini2 Development Team
#
# See <http://www.gnu.org/licenses/> for a copy of the license,
# as well as COPYING. Bertini2 is provided with permitted
# additional terms in the b2/licenses/ directory.
# individual authors of this file include:
#
# silviana amethyst
# UWEC
# Spring 2018
#
"""
Observers built to watch a tracker
"""
import pybertini._pybertini.tracking.observers
from pybertini._pybertini.tracking.observers import *
__all__ = dir(pybertini._pybertini.tracking.observers)

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# This file is part of Bertini 2.
#
# python/pybertini/tracking/observers/amp/__init__.py 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 3 of the License, or
# (at your option) any later version.
#
# python/pybertini/tracking/observers/amp/__init__.py 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 python/pybertini/tracking/observers/amp/__init__.py. If not, see <http://www.gnu.org/licenses/>.
#
# Copyright(C) 2018 by Bertini2 Development Team
#
# See <http://www.gnu.org/licenses/> for a copy of the license,
# as well as COPYING. Bertini2 is provided with permitted
# additional terms in the b2/licenses/ directory.
# individual authors of this file include:
#
# silviana amethyst
# UWEC
# Spring 2018
#
"""
Observers built to watch an adaptive precision tracker
"""
import pybertini._pybertini.tracking.observers.amp
from pybertini._pybertini.tracking.observers.amp import *
__all__ = dir(pybertini._pybertini.tracking.observers.amp)

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# This file is part of Bertini 2.
#
# python/pybertini/tracking/observers/double/__init__.py 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 3 of the License, or
# (at your option) any later version.
#
# python/pybertini/tracking/observers/double/__init__.py 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 python/pybertini/tracking/observers/double/__init__.py. If not, see <http://www.gnu.org/licenses/>.
#
# Copyright(C) 2018 by Bertini2 Development Team
#
# See <http://www.gnu.org/licenses/> for a copy of the license,
# as well as COPYING. Bertini2 is provided with permitted
# additional terms in the b2/licenses/ directory.
# individual authors of this file include:
#
# silviana amethyst
# UWEC
# Spring 2018
#
"""
Observers built to watch a pure-double precision tracker
"""
import pybertini._pybertini.tracking.observers.double
from pybertini._pybertini.tracking.observers.double import *
__all__ = dir(pybertini._pybertini.tracking.observers.double)

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# This file is part of Bertini 2.
#
# python/pybertini/tracking/observers/multiple/__init__.py 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 3 of the License, or
# (at your option) any later version.
#
# python/pybertini/tracking/observers/multiple/__init__.py 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 python/pybertini/tracking/observers/multiple/__init__.py. If not, see <http://www.gnu.org/licenses/>.
#
# Copyright(C) 2018 by Bertini2 Development Team
#
# See <http://www.gnu.org/licenses/> for a copy of the license,
# as well as COPYING. Bertini2 is provided with permitted
# additional terms in the b2/licenses/ directory.
# individual authors of this file include:
#
# silviana amethyst
# UWEC
# Spring 2018
#
"""
Observers built to watch a fixed-multiple precision tracker
"""
import pybertini._pybertini.tracking.observers.multiple
from pybertini._pybertini.tracking.observers.multiple import *
__all__ = dir(pybertini._pybertini.tracking.observers.multiple)

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{
"folders":
[
{
"path": ".",
"file_exclude_patterns": ["serialization_test*",
"Makefile.in",
"*.la",
"libtool",
"stamp-h1",
".dirstamp",
"*.lo",
"*~",
"aclocal.m4",
"ltoptions.m4",
"ltsugar.m4",
"ltversion.m4",
"lt~obsolete.m4",
"libtool.m4",
"bertini_*.log",
"config.status",
"configure",
"*.trs"],
"folder_exclude_patterns": [
".deps",
".libs",
"autom4te.cache",
"__pycache__",
"pybertini.egg-info",
"_static",
"_templates"]
}
],
}

50
python/setup.py Normal file
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from setuptools import find_packages, setup
import os
SRC_PATH = os.path.relpath(os.path.join(os.path.dirname(__file__), "pybertini"))
EXCLUDE_FROM_PACKAGES = []
setup(name='pybertini',
version='1.0.alpha5',
description='Software for numerical algebraic geometry',
url='http://github.com/bertiniteam/b2',
author='Bertini Team',
author_email='amethyst@uwec.edu',
license='GPL3 with permitted additional clauses',
packages=find_packages(exclude=EXCLUDE_FROM_PACKAGES),
package_dir = {'pybertini': SRC_PATH},
include_package_data=True,
package_data= {"":["_pybertini.so"]},
zip_safe=False
)
# dependencies to add
# sphinxcontrib-bibtex
# from setuptools.command.egg_info import egg_info
# class EggInfoCommand(egg_info):
# def run(self):
# if "build" in self.distribution.command_obj:
# build_command = self.distribution.command_obj["build"]
# self.egg_base = build_command.build_base
# self.egg_info = os.path.join(self.egg_base, os.path.basename(self.egg_info))
# egg_info.run(self)
# setup(
# # ...
# cmdclass={
# "egg_info": EggInfoCommand,
# },
# #...
# )

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@@ -0,0 +1,107 @@
//This file is part of Bertini 2.
//
//python/bertini_python.cpp 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 3 of the License, or
//(at your option) any later version.
//
//python/bertini_python.cpp 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 python/bertini_python.cpp. If not, see <http://www.gnu.org/licenses/>.
//
// Copyright(C) 2016-2018 by Bertini2 Development Team
//
// See <http://www.gnu.org/licenses/> for a copy of the license,
// as well as COPYING. Bertini2 is provided with permitted
// additional terms in the b2/licenses/ directory.
// individual authors of this file include:
//
// James Collins
// West Texas A&M University
// Spring 2016
//
// silviana amethyst
// UWEC
// Spring 2018, Summer 2023
//
//
// python/bertini_python.cpp: the main source file for the python interface for bertini.
#include "bertini_python.hpp"
namespace bertini
{
namespace python
{
BOOST_PYTHON_MODULE(_pybertini) // this name must match the name of the generated .so file.
{
// see https://stackoverflow.com/questions/6114462/how-to-override-the-automatically-created-docstring-data-for-boostpython
// docstring_options d(true, true, false); // local_
docstring_options docopt;
docopt.enable_all();
docopt.disable_cpp_signatures();
object package = scope();
package.attr("__path__") = "_pybertini";
// do this one first, so that the later calls into EigenPy work :)
EnableEigenPy();
ExportContainers();
ExportDetails();
ExportMpfr();
ExportRandom();
SetupFunctionTree();
{
scope current_scope;
std::string new_submodule_name(extract<const char*>(current_scope.attr("__name__")));
new_submodule_name.append(".function_tree");
object new_submodule(borrowed(PyImport_AddModule(new_submodule_name.c_str())));
current_scope.attr("function_tree") = new_submodule;
scope new_submodule_scope = new_submodule;
new_submodule_scope.attr("__doc__") = "The symbolics for Bertini2. Operator overloads let you write arithmetic do form your system, after making variables, etc.";
ExportNode();
ExportSymbols();
ExportOperators();
ExportRoots();
}
ExportAllSystems();
ExportParsers();
ExportTrackers();
ExportTrackerObservers();
ExportEndgames();
ExportEndgameObservers();
ExportLogging();
ExportZeroDim();
}
}
}

150
python/src/containers.cpp Normal file
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//This file is part of Bertini 2.
//
//python/src/containers.cpp 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 3 of the License, or
//(at your option) any later version.
//
//python/src/containers.cpp 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 python/src/containers.cpp. If not, see <http://www.gnu.org/licenses/>.
//
// Copyright(C) 2017-2018 by Bertini2 Development Team
//
// See <http://www.gnu.org/licenses/> for a copy of the license,
// as well as COPYING. Bertini2 is provided with permitted
// additional terms in the b2/licenses/ directory.
// individual authors of this file include:
//
// James Collins
// West Texas A&M University
// Spring 2016
//
// silviana amethyst
// UWEC
// Spring 2018
//
//
// python/src/containers.cpp: source file for exposing trackers to python.
#include "containers_export.hpp"
namespace bertini{
namespace python{
template<typename T>
template<typename PyClass>
void ListVisitor<T>::visit(PyClass& cl) const
{
cl
.def(vector_indexing_suite< T , true >())
// By default indexed elements are returned by proxy. This can be
// disabled by supplying *true* in the NoProxy template parameter.
.def("__str__", &ListVisitor::__str__)
.def("__repr__", &ListVisitor::__repr__)
;
}
void ExportContainers()
{
scope current_scope;
std::string new_submodule_name(extract<const char*>(current_scope.attr("__name__")));
new_submodule_name.append(".container");
object new_submodule(borrowed(PyImport_AddModule(new_submodule_name.c_str())));
current_scope.attr("container") = new_submodule;
scope new_submodule_scope = new_submodule;
new_submodule_scope.attr("__doc__") = "Various container types for PyBertini";
boost::python::converter::registry::push_back(&pylist_converter<bertini::VariableGroup>::convertible
, &pylist_converter<bertini::VariableGroup>::construct
, boost::python::type_id<bertini::VariableGroup>());
// std::vector of Rational Node ptrs
using T1 = std::vector<std::shared_ptr< bertini::node::Rational > >;
class_< T1 >("ListOfRational")
.def(ListVisitor<T1>())
;
// The VariableGroup vector container
using T2 = bertini::VariableGroup;
class_< T2 >("VariableGroup")
.def(ListVisitor<T2>())
.def("__init__", boost::python::make_constructor(&create_MyClass<T2>))
;
// std::vector of ints
using T3 = std::vector<int>;
class_< T3 >("ListOfInt")
.def(ListVisitor<T3>())
;
// std::vector of VariableGroups
using T4 = std::vector<bertini::VariableGroup>;
class_< T4 >("ListOfVariableGroup")
.def(ListVisitor<T4>())
;
// std::vector of Function Node ptrs
using T5 = std::vector<std::shared_ptr< bertini::node::Function > >;
class_< T5 >("ListOfFunction")
.def(ListVisitor<T5>())
;
// std::vector of Jacobian Node ptrs
using T6 = std::vector<std::shared_ptr< bertini::node::Jacobian > >;
class_< T6 >("ListOfJacobian")
.def(ListVisitor<T6>())
;
// std::vector of Eigen::matrix
using T7 = std::vector<bertini::Vec<dbl_complex>>;
class_< T7 >("ListOfVectorComplexDoublePrecision")
.def(ListVisitor<T7>())
;
// std::vector of Eigen::matrix
using T8 = std::vector<bertini::Vec<mpfr_complex>>;
class_< T8 >("ListOfVectorComplexVariablePrecision")
.def(ListVisitor<T8>())
;
using T9 = std::vector<bertini::algorithm::SolutionMetaData<dbl_complex>>;
class_< T9 >("ListOfSolutionMetaData_DoublePrec")
.def(ListVisitor<T9>())
;
using T10 = std::vector<bertini::algorithm::SolutionMetaData<mpfr_complex>>;
class_< T10 >("ListOfSolutionMetaData_MultiPrec")
.def(ListVisitor<T10>())
;
using T11 = std::vector<bertini::algorithm::EGBoundaryMetaData<dbl_complex>>;
class_< T11 >("ListOfEGBoundaryMetaData_DoublePrec")
.def(ListVisitor<T11>())
;
using T12 = std::vector<bertini::algorithm::EGBoundaryMetaData<mpfr_complex>>;
class_< T12 >("ListOfEGBoundaryMetaData_MultiPrec")
.def(ListVisitor<T12>())
;
}; // export containers
}
}

51
python/src/detail.cpp Normal file
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//This file is part of Bertini 2.
//
//python/generic_observers.cpp 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 3 of the License, or
//(at your option) any later version.
//
//python/generic_observers.cpp 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 python/generic_observers.cpp. If not, see <http://www.gnu.org/licenses/>.
//
// Copyright(C) 2017-2018 by Bertini2 Development Team
//
// See <http://www.gnu.org/licenses/> for a copy of the license,
// as well as COPYING. Bertini2 is provided with permitted
// additional terms in the b2/licenses/ directory.
// individual authors of this file include:
//
// silviana amethyst
// UWEC
// Fall 2017, Spring 2018
//
//
// python/generic_observers.cpp: source file for exposing trackers to python.
#include "detail.hpp"
namespace bertini{
namespace python{
void ExportDetails()
{
scope current_scope;
std::string new_submodule_name(extract<const char*>(current_scope.attr("__name__")));
new_submodule_name.append(".detail");
object new_submodule(borrowed(PyImport_AddModule(new_submodule_name.c_str())));
current_scope.attr("detail") = new_submodule;
scope new_submodule_scope = new_submodule;
new_submodule_scope.attr("__doc__") = "Hidden things. Keep them secret. Keep them safe...";
ExportObserver();
}
}
}

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