graph-tool May 2013

graph-tool@skewed.de

5 participants
10 discussions

What formula is used for std in vertex_average and edge_average?
by VaSa 16 Jul '20

16 Jul '20

I am curious what is being used to calculate the standard deviation of the average in gt.vertex_average and gt.edge_average >>> t2=gt.Graph() >>> t2.add_vertex(2) >>> t2.add_edge(t2.vertex(0), t2.vertex(1)) >>> gt.vertex_average(t2, "in") (0.5, 0.35355339059327373) Now, shouldn't std be σ(n)=sqrt(((0-0.5)^2+(1-0.5)^2)/2)=0.5 ? also q(n-1)=sqrt((0.5^2+0.5^2)/(2-1))~=0.70710 0.3535 is sqrt(2)/4 which happens to be σ(n-1)/2, so it seems there is some relation to that. A little bigger graph. >>> t3=gt.Graph() >>> t3.add_vertex(5) >>> t3.add_edge(t3.vertex(0), t3.vertex(1)) >>> gt.vertex_average(t3, "in") (0.2, 0.17888543819998318) Now, we should have 0,1,0,0,0 series for vertex incoming degree. So Windows calc gives σ(n)=0.4 and σ(n-1)~=0.44721, so where does 0.1788854 come from ? Reason, I am asking because, I have a large graph, where the average looks quite alright but the std makes no sense, as going by the histogram, degree values are quite a bit more distributed than the std would indicate. -- View this message in context: http://main-discussion-list-for-the-graph-tool-project.982480.n3.nabble.com… Sent from the Main discussion list for the graph-tool project mailing list archive at Nabble.com.

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graph-tool can't find Graphviz renderer
by Mikhail Spivakov 07 Apr '16

07 Apr '16

Hello! I've got graphviz installed with python and python27 bindings. However, when I do: graph_draw(ug, vprops={"label": ug.vertex_index}, output="two-nodes.pdf", layout="fdp") I get the following error: graph G { graph [outputorder=edgesfirst, mode=major, overlap=true, ratio=fill, size="5.905512,5.905512", start=3019255687130444316]; node [label="\N", shape=circle, width="0.105", height="0.105", style=filled, color="#2e3436", fillcolor="#a40000"]; edge [arrowsize="0.3", color="#2e3436", penwidth="1.0"]; graph [bb="0,0,425,425"]; 0 [label=0, width="0.47", height="0.47", pos="330,101"]; 1 [label=1, width="0.47", height="0.47", pos="93,324"]; 0 -- 1 [pos="318,113 277,152 147,274 106,312"]; } Error: renderer for pdf is unavailable Out[8]: <PropertyMap object with key type 'Vertex' and value type 'vector<double>', for Graph 0x5ff3f90, at 0x6001290> At the same time, if I save the above dot expression as test1.dot and run the following command from the command line: $ dot -Tpng test1.dot -o graph1.png I get a beautiful graph1.png. Graphviz is installed in a non-standard location as I don't have admin rights. However, the graphviz folder is in LD_LIBRARY_PATH and gv.py is in PYTHONPATH. Would very much appreciate your advice on what else graph-tool might need to find the libraries and/or how to test it better. Many thanks, Mikhail

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Segmentation fault using shortest_distance
by Juan Manuel Tirado 20 Mar '16

20 Mar '16

Hi Tiago, I am trying to calculate the shortest distances of a graph after applying a filter. I have a code that looks like this: g=gt.load_graph("myGraph.xml",format="xml") #for later use distances = gt.shortest_distance(g) #extract the components of the graph comp = g.label_components(g) #This splits the graph in several components #I want to calculate the shortest distances #for the component 2 for example filtering = g.new_vertex_property("boolean") for v in g.vertices(): if comp[v]==2: filtering[v]=True else: filtering[v]=False #set the vertex filter g.set_vertex_filter(filtering) distances_comp=gt.shortest_distance(g) The last line of code rises a segmentation fault. I have plotted the graph with the filtered graph and its correct, also I can calculate the local_clustering_coefficient without problems. Am I doing something wrong? Is there any other way to filter the graph and calculate the shortest distances? Is this a bug? Thanks so much, Juan

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graph-tool graphml and networkx
by tcb 17 Aug '15

17 Aug '15

Hi, I am trying to read the graphml output of graph-tool's graphml using networkx. https://github.com/networkx/networkx/issues/843 Unfortunately this does not work with any of the vector_* type property maps which graph-tool uses. Have you encountered this issue before? It seems the right thing to do might be to extend your graphml to hold the vector_* attributes as detailed: http://graphml.graphdrawing.org/primer/graphml-primer.html#EXT Is there some reason why it was done the way it is? How do you manage read/writing graphml data to other tools? In the meantime, it might be possible to hack some read support for graph-tool's xml into networkx. To this end, could you please advise how to parse the 'key1' data (should be two floats) <node id="n1"> <data key="key0">6</data> <data key="key1">0x1.5c71d0cb8d943p+3, 0x1.70db7f4083655p+3</data> </node> thanks - -- View this message in context: http://main-discussion-list-for-the-graph-tool-project.982480.n3.nabble.com… Sent from the Main discussion list for the graph-tool project mailing list archive at Nabble.com.

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Undefined symbol drawing function
by sasho.j.markov 20 Apr '15

20 Apr '15

Hi New to the graph-tool. Build it from src on Fedora 16 (64) . Built with cairomm enabled . Try to run as per the quick start , however when executing graph_draw(g, vertex_text=g.vertex_index, vertex_font_size=18, ... output_size=(200, 200), output="two-nodes.pdf") i get undefined symbol _ZN5Cairo7ContextC1EP6_cairob However the symbol above is defined in : libcairomm-1.0.so see below nm command results nm /usr/local/lib/libcairomm-1.0.so | grep -i _ZN5Cairo7ContextC1EP6_cairob 0000000000014b90 T _ZN5Cairo7ContextC1EP6_cairob Interestingly the library libgraph_tool_draw.so has indeed have the undefined symbol U _ZN5Cairo7ContextC1EP6_cairob but does not depend on the cairomm libarary - see the ldd output . unless the library is dynamically load i do not understand why Any advise appreciated- regards Sasho ldd /usr/local/lib/python2.7/site-packages/graph_tool/draw/libgraph_tool_draw.so linux-vdso.so.1 => (0x00007fffc46da000) libstdc++.so.6 => /usr/lib64/libstdc++.so.6 (0x00007f99fd6cd000) libpython2.7.so.1.0 => /usr/lib64/libpython2.7.so.1.0 (0x00007f99fd30e000) libboost_iostreams.so.1.49.0 => /usr/local/lib/libboost_iostreams.so.1.49.0 (0x00007f99fd0f6000) libboost_python.so.1.49.0 => /usr/local/lib/libboost_python.so.1.49.0 (0x00007f99fceaa000) libboost_regex.so.1.49.0 => /usr/local/lib/libboost_regex.so.1.49.0 (0x00007f99fcbc8000) libCGAL.so.9 => /usr/local/lib/libCGAL.so.9 (0x00007f99fc9a5000) libexpat.so.0 => /usr/local/lib/libexpat.so.0 (0x00007f99fc77c000) libbz2.so.1 => /lib64/libbz2.so.1 (0x00007f99fc54d000) libm.so.6 => /lib64/libm.so.6 (0x00007f99fc2c9000) libc.so.6 => /lib64/libc.so.6 (0x00007f99fbf11000) libgcc_s.so.1 => /lib64/libgcc_s.so.1 (0x00007f99fbcfb000) /lib64/ld-linux-x86-64.so.2 (0x00000030cea00000) libpthread.so.0 => /lib64/libpthread.so.0 (0x00007f99fbadf000) libdl.so.2 => /lib64/libdl.so.2 (0x00007f99fb8db000) libutil.so.1 => /lib64/libutil.so.1 (0x00007f99fb6d7000) libz.so.1 => /lib64/libz.so.1 (0x00007f99fb4c0000) librt.so.1 => /lib64/librt.so.1 (0x00007f99fb2b8000) libgmpxx.so.4 => /usr/lib64/libgmpxx.so.4 (0x00007f99fb0b3000) libboost_thread.so.1.49.0 => /usr/local/lib/libboost_thread.so.1.49.0 (0x00007f99fae98000) libgmp.so.3 => /usr/lib64/libgmp.so.3 (0x00007f99fac41000) -- View this message in context: http://main-discussion-list-for-the-graph-tool-project.982480.n3.nabble.com… Sent from the Main discussion list for the graph-tool project mailing list archive at Nabble.com.

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Problem importing on Mac OS X 10.8, installed using MacPorts
by Uldis Bojars 07 Mar '14

07 Mar '14

Hi, When trying to import graph-tool the following error message is returned: >>> from graph_tool.all import * Fatal Python error: PyThreadState_Get: no current thread Could you help me solve this problem? graph-tool version py-graph-tool-2.2.18 was successfully installed using MacPorts but it fails during importing. Thanks, Uldis

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Parallel Processing
by Derek Ditch 21 Nov '13

21 Nov '13

I want to use graph-tool using the multiprocessing library in Python 2.6. I keep running into issues though with trying to share a full graph object. I can store the graph in a multiprocessing.Namespace, but it doesn't keep the dicts of properties. Example: def initNS( ns ): _g = Graph( directed = False) ns.graph = _g ns.edge_properties = { 'genres': _g.new_edge_property("vector<string>"), 'movieid': _g.new_edge_property("int"), } ns.vertex_properties = { 'personid': _g.new_vertex_property("int32_t") } """ Build property maps for edges and vertices to hold our data The graph vertices represent actors whereas movies represent edges """ # Edges _g.edge_properties["genres"] = ns.edge_properties['genres'] _g.edge_properties["movieid"] = ns.edge_properties['movieid'] # Vertices _g.vertex_properties["personid"] = ns.vertex_properties['personid'] ns.graph = _g ########## This initializes 'ns', which is a multiprocessing.Namespace. The problem is that for example, ns.edge_properties[ * ] tells me that the type isn't pickle-able. I tried to just skip that and use the _g.edge_properties to access it, but those dicts aren't carried over to the different process in the pool. Presumably b/c they aren't pickle-able. Any thoughts about how to fix this? (For those interested, I'm attempting to use the IMDbPy library to do some graph analysis on the relationships among actors and movies. Each process has it's own db connection and trying to populate the graph with actor and movie information in parallel since it's a pretty large and dense graph. Somewhere in the neighborhood of 250,000+ vertices for just a depth of three relationships) Thanks, -- Derek

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Building on OSX 10.8 with brew, Anaconda Python distribution
by Eric Jonas 10 Jul '13

10 Jul '13

Hey guys! I'm trying to build graph-tool and I'm using: OSX 10.8 brew The latest Anaconda python distribution from Continuum. When building the blockmodel I'm getting the following error: graph_blockmodel.hh:910: error: no matching function for call to 'get(const boost::tuples::tuple<boost::UndirectedAdaptor<boost::filtered_graph<boost::adj_list<long unsigned int>, graph_tool::detail::MaskFilter<boost::unchecked_vector_property_map<unsigned char, boost::adj_edge_index_property_map<long unsigned int> > >, graph_tool::detail::MaskFilter<boost::unchecked_vector_property_map<unsigned char, boost::typed_identity_property_map<long unsigned int> > > > >::EdgeDescriptor, bool, long unsigned int, boost::tuples::null_type, boost::tuples::null_type, boost::tuples::null_type, boost::tuples::null_type, boost::tuples::null_type, boost::tuples::null_type, boost::tuples::null_type>&)' The (now complex) configure command I'm using is: LDFLAGS=-L/usr/local/opt/boost149/lib CPPFLAGS="-I/usr/local/opt/boost149/include -I/usr/local/include/sparsehash" CC=gcc-4.7 PKG_CONFIG_PATH=/opt/X11/lib/pkgconfig/ ./configure --prefix=`python2.7-config --prefix` which ultimately gives the output in the gist at : https://gist.github.com/ericmjonas/5613858 I've tried explicitly using boost 1.49 and boost 1.52, as well as GCC-4.7 (and clang) and still always get this error. I'm sort of out of next steps -- any pointers? ...Eric

3 5

importing graph_tool
by piwonski.kris＠gmail.com 17 May '13

17 May '13

Hi guys, when I import graph_tool I get an error. It complains graph filtering was disabled at compile time. Well, I can't set it enable because for some reason compiling with flag enabled drains out my memory. I have 4GB RAM and I am using Arch. I get package from AUR repository and made makepkg on it(I had to modify it slightly to get rid of openmp and graph-filtering). My stack trace from ipython: In [1]: from graph_tool.all import * --------------------------------------------------------------------------- RuntimeError Traceback (most recent call last) <ipython-input-1-100bbe2bc9d9> in <module>() ----> 1 from graph_tool.all import * /usr/lib/python2.7/site-packages/graph_tool/__init__.py in <module>() 2010 e.__class__.__doc__ = _edge_doc 2011 -> 2012 init_edge_classes() 2013 2014 # some shenanigans to make it seem there is only a single edge class /usr/lib/python2.7/site-packages/graph_tool/__init__.py in init_edge_classes() 2000 e_filter = g.new_edge_property("bool") 2001 e_filter.a = [1] -> 2002 g.set_edge_filter(e_filter) 2003 if v_filtered: 2004 v_filter = g.new_vertex_property("bool") /usr/lib/python2.7/site-packages/graph_tool/__init__.py in set_edge_filter(self, prop, inverted) 1733 are kept. If the supplied property is ``None``, any previous filtering 1734 is removed.""" -> 1735 self.__graph.SetEdgeFilterProperty(_prop("e", self, prop), inverted) 1736 self.__filter_state["edge_filter"] = (prop, inverted) 1737 RuntimeError: graph filtering was not enabled at compile time

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Another Windows 7 64-bit user attempting to get graph-tool running
by Brian Ball 02 May '13

02 May '13

I am encountering the same errors others have: configure:16482: checking for main in -lbz2 configure:16501: g++ -o conftest.exe -Wall -Wextra -ftemplate-depth-150 -Wno-deprecated -Wno-unknown-pragmas -O3 -fvisibility=default -fvisibility-inlines-hidden -Wno-unknown-pragmas conftest.cpp -lbz2 -lm >&5 c:/mingw/bin/../lib/gcc/mingw32/4.7.2/../../../../mingw32/bin/ld.exe: cannot find -lbz2 configure:16522: checking for main in -lexpat configure:16541: g++ -o conftest.exe -Wall -Wextra -ftemplate-depth-150 -Wno-deprecated -Wno-unknown-pragmas -O3 -fvisibility=default -fvisibility-inlines-hidden -Wno-unknown-pragmas conftest.cpp -lexpat -lm >&5 c:/mingw/bin/../lib/gcc/mingw32/4.7.2/../../../../mingw32/bin/ld.exe: cannot find -lexpat And finally: configure:17109: checking consistency of all components of python development environment configure:17135: gcc -o conftest.exe -g -O2 -Ic:\Python2.7\include conftest.c -lm -Lc:\Python2.7\Lib\config -lpython27 None >&5 gcc.exe: error: None: No such file or directory Which leads to the error: configure:17152: result: no configure:17156: error: in `/c/graph-tool-2.2.23': configure:17158: error: Could not link test program to Python. Maybe the main Python library has been installed in some non-standard library path. If so, pass it to configure, via the LDFLAGS environment variable. Example: ./configure LDFLAGS="-L/usr/non-standard-path/python/lib" ============================================================================ ERROR! You probably have to install the development version of the Python package for your distribution. The exact name of this package varies among them. ============================================================================ See `config.log' for more details I am using the mingw32 compiler. I'd love to help if anyone has any suggestions but I have to admit that after three days of fighting this, I am stuck and out of ideas. I do have bzip2 installed - and made copies of both the bzip2.exe and bzip2.dll renaiming them bz2.exe and bz2.dll expat installed. All paths double-checked If anyone else gets graph-tool working on Windows, I'd love to know how, and if there's anything I can do to help, let me know. Brian

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graph-tool May 2013