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#!/usr/bin/env python
# Copyright 2007 Nanorex, Inc. See LICENSE file for details.
"""
PackageDependency.py
$Id$
Takes a list of python files as arguments, writes a list of
packages that each imports on stdout. This information is in a
format suitable for use with the GraphViz package.
To use, run this on a list of all python files you're interested
in, redirecting stdout to a file like depend.dot. Stderr will
recieve a list of modules with in and out arc counts for that node
in the final graph.
The program first reduces the tree to the graph of cycles. It does
this by removing nodes with either no incoming arcs, or no outgoing
arcs, or those which only reference modules not in the argument
list. It performs this pruning repeatedly until no new exclusions
are produced by an iteration.
At that point, the output consists of only the cycles in the
dependency graph. This can be plotted with the dot program from
the GraphViz package.
http://www.graphviz.org
"""
import sys
import re
import os.path
from packageData import packageColors
from packageData import packageLevels
from packageData import packageGroupMapping
try:
set
except NameError:
# Define 'set', for versions of Python too old to define the builtin 'set',
# but which have an almost-compatible sets module in their standard library
# (which includes some versions we still run NE1 on, like 2.3). The only
# incompatibility that affects this script is the need for an explicit
# set(list2) coercion in set1.difference(set(list2)), when using sets.py.
from sets import Set as set
pass
fromImportLineRegex = re.compile(r'^\s*from\s+(\S+)\s+import\s+([^#]*)')
importLineRegex = re.compile(r'^\s*import\s+([^#]+)')
asRegex = re.compile(r'^(\S+)\s+as\s+')
pruneModules = []
"""
The pruneModules list are those modules which didn't import any
modules excluded in any of the module lists. These are
the leaves of the dependency tree. At each stage, you prune off
the leaves and expose a new layer of modules which no longer import
any non-excluded modules.
"""
unreferencedModules = []
"""
The unreferencedModules list are those which none of the
non-excluded modules import. These are roots of the dependency
tree.
"""
externalModules = []
"""
The externalModules list are those which are referenced, but are
not in the set of arguments.
"""
rootsToKeep = set([
"_import_roots",
])
libraryReferences = [
"os",
"os.path",
"re",
"sys",
"time",
"datetime",
"math",
"code",
"types",
"struct",
"string",
"pprint",
"random",
"inspect",
"traceback",
"exceptions",
"shutil",
"glob",
"socket",
"tokenize",
"cPickle",
"bsddb",
"shelve",
"bsddb3",
"bsddb3.dbshelve",
"doctest",
"base64",
"md5",
"threading",
"webbrowser",
"urllib",
"xml.dom.minidom",
"hotshot",
"profile",
"distutils.core",
"distutils.extension",
"Pyrex.Distutils",
"Pyrex",
"Numeric",
"LinearAlgebra",
"Image",
"ImageOps",
"PngImagePlugin",
"idlelib.Delegator",
"OpenGL.GL",
"OpenGL.GLU",
"OpenGL.GLE",
"OpenGL._GLE",
"PyQt4",
"PyQt4.Qt",
"PyQt4.QtGui",
"PyQt4.QtCore",
"sim",
"atombase",
"quux",
"xxx",
"bearing_data",
"samevals",
"psurface",
"zipfile",
"colorsys",
]
filesToProcess = []
optionPrintUnreferenced = False
optionPrintTables = False
optionJustCycles = False
optionByPackage = False
optionDontPrune = False
optionColorPackages = False
moduleNameToImportList = {}
# these four are set in initializeGlobals()
allProcessedModules = None
referencedModules = None
fromModuleCount = None
toModuleCount = None
def isPackage(moduleName):
possiblePackageName = moduleName.replace(".", "/")
if (os.path.isdir(possiblePackageName)):
return True
return False
def fileNameToModuleName(fileName):
if (fileName.startswith("./")):
fileName = fileName[2:]
if (fileName.startswith("src/")):
fileName = fileName[4:]
if (fileName.endswith(".py")):
fileName = fileName[:-3]
fileName = fileName.replace("/", ".")
return fileName
def dotReplacement(moduleName):
ret = moduleName.replace(".", "_")
ret = ret.replace("-", "_")
# node and edge are reserved words in .dot files
if (ret == "node"):
return "_node"
if (ret == "edge"):
return "_edge"
return ret
def moduleToDotNode(moduleName, returnPackageName):
if (returnPackageName):
if (moduleName in libraryReferences):
return "library"
if (isPackage(moduleName)):
if (packageGroupMapping.has_key(moduleName)):
return packageGroupMapping[moduleName]
return moduleName
mod = moduleName
while (True):
i = mod.rfind(".")
if (i < 0):
return "top"
mod = mod[:i]
if (isPackage(mod)):
if (packageGroupMapping.has_key(mod)):
return packageGroupMapping[mod]
return mod
return moduleName
def printPackage(fromPackageName, toPackageName, fromModuleName, toModuleName):
if (optionByPackage):
if (toPackageName != "library" and toPackageName != "tools"):
print >>sys.stderr, "%s -> %s, %s -> %s" % (fromPackageName, toPackageName, fromModuleName, toModuleName)
def importsInFile(fileName):
importSet = set([])
fromModuleName = fileNameToModuleName(fileName)
fromModule = moduleToDotNode(fromModuleName, optionByPackage)
continuationWarning = False
f = open(fileName)
for line in f:
m = fromImportLineRegex.match(line)
if (m):
if (continuationWarning or line.rstrip().endswith("\\")):
continuationWarning = True
if (isPackage(m.group(1))):
packageName = m.group(1)
moduleImportList = m.group(2).strip().split(',')
for toModuleName in moduleImportList:
toModuleName = toModuleName.strip()
m = asRegex.match(toModuleName)
if (m):
toModuleName = m.group(1)
toModuleName = packageName + "." + toModuleName
toModule = moduleToDotNode(toModuleName, optionByPackage)
if (toModule != fromModule):
importSet.add(toModule)
printPackage(fromModule, toModule, fromModuleName, toModuleName)
else:
toModule = moduleToDotNode(m.group(1), optionByPackage)
if (toModule != fromModule):
importSet.add(toModule)
printPackage(fromModule, toModule, fromModuleName, m.group(1))
continue
m = importLineRegex.match(line)
if (m):
if (continuationWarning or line.rstrip().endswith("\\")):
continuationWarning = True
toModuleList = m.group(1).strip().split(',')
for toModuleName in toModuleList:
toModuleName = toModuleName.strip()
m = asRegex.match(toModuleName)
if (m):
toModuleName = m.group(1)
toModule = moduleToDotNode(toModuleName, optionByPackage)
if (toModule != fromModule):
importSet.add(toModule)
printPackage(fromModule, toModule, fromModuleName, toModuleName)
f.close()
if (continuationWarning):
print >>sys.stderr, "WARNING: continued import statement in " + fileName
if (moduleNameToImportList.has_key(fromModule)):
# this happens if we're operating by package
importSet = importSet.union(moduleNameToImportList[fromModule])
importList = list(importSet)
importList.sort()
moduleNameToImportList[fromModule] = importList
nodeColors = {}
packageNodes = []
def createNode(name, fullModuleName):
if (not optionColorPackages or nodeColors.has_key(name)):
return
if (optionByPackage):
packageName = name
else:
packageName = moduleToDotNode(fullModuleName, True)
if (packageColors.has_key(packageName)):
nodeColors[name] = packageColors[packageName]
print ' %s [fillcolor="%s"];' % (name, nodeColors[name])
else:
print >>sys.stderr, "undefined package color: " + packageName
def getPackageLevel(packageName):
if (packageLevels.has_key(packageName)):
return packageLevels[packageName]
print >>sys.stderr, "undefined package level: " + packageName
return 9
def printEdge(fromNode, toNode):
fn = dotReplacement(fromNode)
tn = dotReplacement(toNode)
createNode(fn, fromNode)
createNode(tn, toNode)
if (optionByPackage and optionColorPackages):
fromLevel = getPackageLevel(fromNode)
toLevel = getPackageLevel(toNode)
if (fromLevel < toLevel):
color = "red"
else:
color = "black"
print " %s -> %s [color=%s];" % (fn, tn, color)
else:
print " %s -> %s;" % (fn, tn)
excludeFromEdges = [
"prototype",
]
excludeToEdges = [
"library",
"tools",
"top", # only excluded to prevent required relative imports and spurious library references from showing up
"prototype",
]
def dependenciesInFile(fromModuleName, printing):
if (fromModuleName in pruneModules or fromModuleName in unreferencedModules):
return None
allProcessedModules.add(fromModuleName)
importList = moduleNameToImportList[fromModuleName]
referencedModules.update(importList)
outCount = 0
for toModuleName in importList:
if (toModuleName in externalModules or toModuleName in pruneModules or toModuleName in unreferencedModules):
continue
if (printing and fromModuleName not in excludeFromEdges and toModuleName not in excludeToEdges):
printEdge(fromModuleName, toModuleName)
if (fromModuleCount.has_key(fromModuleName)):
fromModuleCount[fromModuleName] += 1
else:
fromModuleCount[fromModuleName] = 1
if (toModuleCount.has_key(toModuleName)):
toModuleCount[toModuleName] += 1
else:
toModuleCount[toModuleName] = 1
outCount = outCount + 1
if (outCount < 1):
return fromModuleName
return None
def scanForImports():
for sourceFile in filesToProcess:
importsInFile(sourceFile)
def initializeGlobals():
global allProcessedModules
global referencedModules
global fromModuleCount
global toModuleCount
allProcessedModules = set([])
referencedModules = set([])
fromModuleCount = {}
toModuleCount = {}
def pruneTree():
global pruneModules
global unreferencedModules
global externalModules
initializeGlobals()
pruneCount = 0
pruneModulesLen = 0
prunedModuleList = []
alreadyProcessed = []
for sourceFile in filesToProcess:
fromModuleName = moduleToDotNode(fileNameToModuleName(sourceFile), optionByPackage)
if (not fromModuleName in alreadyProcessed):
alreadyProcessed += [fromModuleName]
prunedModule = dependenciesInFile(fromModuleName, False)
if (prunedModule):
prunedModuleList += [prunedModule]
pruneModules += prunedModuleList
pruneCount += len(prunedModuleList)
unreferencedModulesList = allProcessedModules.difference(referencedModules)
if (optionPrintUnreferenced):
unreferencedModulesList = unreferencedModulesList.difference(rootsToKeep)
unreferencedModules += unreferencedModulesList
pruneCount += len(unreferencedModulesList)
externalModulesList = referencedModules.difference(allProcessedModules)
externalModulesList = externalModulesList.difference(set(externalModules))
externalModulesList = externalModulesList.difference(set(pruneModules))
externalModules += externalModulesList
pruneCount += len(externalModulesList)
return pruneCount
inThisCycle = set([])
inAnyCycle = set([])
visited = {}
debugCycle = False
def isInCycle(moduleName, cycleRoot, debugPrefix):
global visited
if (moduleName == cycleRoot):
if (debugCycle):
print debugPrefix + "Got to root"
return True
if (visited.has_key(moduleName)):
if (debugCycle):
print debugPrefix + "Already visited %s, returning %s" % (moduleName, visited[moduleName])
return visited[moduleName]
if (moduleName in pruneModules or moduleName in unreferencedModules or moduleName in externalModules):
if (debugCycle):
print debugPrefix + "Pruning " + moduleName
return False
importList = moduleNameToImportList[moduleName]
visited[moduleName] = False
for toModuleName in importList:
if (debugCycle):
print debugPrefix + "Descending to " + toModuleName
if (isInCycle(toModuleName, cycleRoot, debugPrefix + " ")):
visited[moduleName] = True
if (debugCycle):
print debugPrefix + "Part of cycle: %s -> %s" %(moduleName, toModuleName)
return True
if (debugCycle):
print debugPrefix + "Not in cycle: " + moduleName
return False
def scanForCycles(cycleRoot):
global visited
global debugCycle
# debugCycle = (cycleRoot == "pick a node")
if (moduleName in pruneModules or moduleName in unreferencedModules or moduleName in externalModules):
if (debugCycle):
print "returning right away"
return
removeArcs = []
importList = moduleNameToImportList[cycleRoot]
for toModuleName in importList:
visited = {}
if (debugCycle):
print "------- starting to scan: " + toModuleName
if (isInCycle(toModuleName, cycleRoot, "")):
if (debugCycle):
print "in cycle: " + toModuleName
pass
else:
removeArcs += [toModuleName]
if (debugCycle):
print "NOT in cycle: " + toModuleName
for toModuleName in removeArcs:
importList.remove(toModuleName)
moduleNameToImportList[moduleName] = importList
return
def printTree():
initializeGlobals()
print "digraph G {"
if (optionColorPackages):
print " node [style=filled];"
print ' node [fillcolor="#ff4040"];'
alreadyProcessed = []
for sourceFile in filesToProcess:
fromModuleName = moduleToDotNode(fileNameToModuleName(sourceFile), optionByPackage)
if (not fromModuleName in alreadyProcessed):
alreadyProcessed += [fromModuleName]
dependenciesInFile(fromModuleName, True)
print "}"
if (not optionByPackage):
for key in fromModuleCount.keys():
if (not toModuleCount.has_key(key)):
toModuleCount[key] = 0
print >>sys.stderr, "%06d %06d %s" % (toModuleCount[key], fromModuleCount[key], key)
if (__name__ == '__main__'):
for opt in sys.argv[1:]:
if (opt == "--noPrune"):
optionDontPrune = True
elif (opt == "--printUnreferenced"):
optionPrintUnreferenced = True
elif (opt == "--printTables"):
optionPrintTables = True
elif (opt == "--justCycles"):
optionJustCycles = True
elif (opt == "--byPackage"):
optionByPackage = True
elif (opt == "--colorPackages"):
optionColorPackages = True
else:
filesToProcess += [opt]
scanForImports()
if (not optionDontPrune):
while (pruneTree()):
pass
if (optionPrintUnreferenced):
unreferencedModules.sort()
for module in unreferencedModules:
if (not module.endswith("__init__")):
print module
elif (optionPrintTables):
print "\n Prune\n"
pruneModules.sort()
for module in pruneModules:
print module
print "\n Unreferenced\n"
unreferencedModules.sort()
for module in unreferencedModules:
print module
print "\n External\n"
externalModules.sort()
for module in externalModules:
print module
else:
if (optionJustCycles):
alreadyProcessed = []
for sourceFile in filesToProcess:
moduleName = moduleToDotNode(fileNameToModuleName(sourceFile), optionByPackage)
if (not moduleName in alreadyProcessed):
alreadyProcessed += [moduleName]
scanForCycles(moduleName)
while (pruneTree()):
pass
printTree()
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