summaryrefslogtreecommitdiff
path: root/src/python/doc/fileformats.rst
diff options
context:
space:
mode:
Diffstat (limited to 'src/python/doc/fileformats.rst')
-rw-r--r--src/python/doc/fileformats.rst127
1 files changed, 127 insertions, 0 deletions
diff --git a/src/python/doc/fileformats.rst b/src/python/doc/fileformats.rst
new file mode 100644
index 00000000..345dfdba
--- /dev/null
+++ b/src/python/doc/fileformats.rst
@@ -0,0 +1,127 @@
+:orphan:
+
+.. To get rid of WARNING: document isn't included in any toctree
+
+File formats
+############
+
+OFF file format
+***************
+
+OFF files must be conform to format described here:
+http://www.geomview.org/docs/html/OFF.html
+
+OFF files are mainly used as point cloud inputs. Here is an example of 7 points
+in a 3-dimensional space. As edges and faces are not used for point set, there
+is no need to specify them (just set their numbers to 0):
+
+.. literalinclude:: ../../data/points/alphacomplexdoc.off
+
+.. centered:: ../../points/alphacomplexdoc.off
+
+For dimensions bigger than 3, the dimension can be set like here::
+
+ # Dimension is no more 3
+ nOFF
+ # dimension 4 - 7 vertices - 0 face - 0 edge
+ 4 7 0 0
+ # Point set:
+ 1.0 1.0 0.0 0.0
+ 7.0 0.0 0.0 0.0
+ 4.0 6.0 0.0 0.0
+ 9.0 6.0 0.0 0.0
+ 0.0 14.0 0.0 0.0
+ 2.0 19.0 0.0 0.0
+ 9.0 17.0 0.0 0.0
+
+Persistence Diagram
+*******************
+
+Such a file, whose extension is usually ``.pers``, contains a list of
+persistence intervals.
+
+Lines starting with ``#`` are ignored (comments).
+
+Other lines might contain 2, 3 or 4 values (the number of values on each line
+must be the same for all lines)::
+
+ [[field] dimension] birth death
+
+Here is a simple sample file::
+
+ # Persistence diagram example
+ 2 2.7 3.7
+ 2 9.6 14.
+ # Some comments
+ 3 34.2 34.974
+ 4 3. inf
+
+Other sample files can be found in the `data/persistence_diagram` folder.
+
+Such files can be generated with
+:meth:`gudhi.SimplexTree.write_persistence_diagram`, read with
+:meth:`gudhi.read_persistence_intervals_grouped_by_dimension`, or
+:meth:`gudhi.read_persistence_intervals_in_dimension` and displayed with
+:meth:`gudhi.plot_persistence_barcode` or
+:meth:`gudhi.plot_persistence_diagram`.
+
+Iso-cuboid
+**********
+
+Such a file describes an iso-oriented cuboid with diagonal opposite vertices
+(min_x, min_y, min_z,...) and (max_x, max_y, max_z, ...). The format is::
+
+ min_x min_y [min_z ...]
+ max_x max_y [max_z ...]
+
+Here is a simple sample file in the 3D case::
+
+ -1. -1. -1.
+ 1. 1. 1.
+
+
+.. _Perseus file format:
+
+Perseus
+*******
+
+This file format is a format inspired from the
+`Perseus software <http://www.sas.upenn.edu/~vnanda/perseus/>`_ by Vidit Nanda.
+The first line contains a number d begin the dimension of the bitmap (2 in the
+example below). Next d lines are the numbers of top dimensional cubes in each
+dimensions (3 and 3 in the example below). Next, in lexicographical order, the
+filtration of top dimensional cubes is given (1 4 6 8 20 4 7 6 5 in the example
+below).
+
+.. figure::
+ ../../doc/Bitmap_cubical_complex/exampleBitmap.png
+ :alt: Example of a input data.
+ :figclass: align-center
+
+ Example of a input data.
+
+The input file for the following complex is:
+
+.. literalinclude:: ../../data/bitmap/cubicalcomplexdoc.txt
+
+.. centered:: ../../data/bitmap/cubicalcomplexdoc.txt
+
+To indicate periodic boundary conditions in a given direction, then number of
+top dimensional cells in this direction have to be multiplied by -1. For
+instance:
+
+.. literalinclude:: ../../data/bitmap/periodiccubicalcomplexdoc.txt
+
+.. centered:: ../../data/bitmap/periodiccubicalcomplexdoc.txt
+
+
+Indicate that we have imposed periodic boundary conditions in the direction x,
+but not in the direction y.
+
+Other sample files can be found in the `data/bitmap` folder.
+
+.. note::
+ Unlike in Perseus format the filtration on the maximal cubes can be any
+ double precision number. Consequently one cannot mark the cubes that are
+ not present with ``-1``'s. To do that please set their filtration value to
+ :math:`+\infty` (aka. ``inf`` in the file). \ No newline at end of file