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Commit 32594fe6 authored by Frank Winklmeier's avatar Frank Winklmeier
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PyUtils: add script to derive python package dependenies

Add `apydep.py` script that can be used to extract python dependencies
between packages and store them in a DOT graph. This is analogous to the
graphviz output of cmake.

In release building mode, run the script on the current source tree and
install the resulting `packages.py.dot`
parent a0bb1b41
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......@@ -19,7 +19,7 @@ atlas_install_scripts( bin/acmd.py bin/checkFile.py bin/checkPlugins.py
bin/diffPoolFiles.py bin/dlldep.py bin/dso-stats.py bin/dump-athfile.py
bin/dumpAthfilelite.py bin/filter-and-merge-d3pd.py bin/getMetadata.py
bin/gprof2dot bin/issues bin/magnifyPoolFile.py bin/merge-poolfiles.py
bin/pool_extractFileIdentifier.py
bin/apydep.py bin/pool_extractFileIdentifier.py
bin/pool_insertFileToCatalog.py bin/print_auditor_callgraph.py bin/pyroot.py
bin/vmem-sz.py bin/meta-reader.py bin/meta-diff.py bin/tree-orderer.py
POST_BUILD_CMD ${ATLAS_FLAKE8} )
......@@ -54,3 +54,19 @@ atlas_add_test( RootUtils
atlas_add_test( fprint_test
SCRIPT python -m PyUtils.fprint )
# Create python package dependencies in release building mode.
# Used as input for `acmd.py cmake depends`:
if( ATLAS_RELEASE_MODE )
set( _pydot ${CMAKE_CURRENT_BINARY_DIR}/packages.py.dot )
add_custom_command( OUTPUT ${_pydot}
COMMAND ${CMAKE_BINARY_DIR}${CMAKE_FILES_DIRECTORY}/atlas_build_run.sh
${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/apydep.py -o ${_pydot} ${CMAKE_SOURCE_DIR}/../../ )
add_custom_target( build_pydeps ALL DEPENDS ${_pydot} )
# Install output if available:
install( FILES ${_pydot} DESTINATION . OPTIONAL )
endif()
#!/usr/bin/env python3
# Copyright (C) 2002-2020 CERN for the benefit of the ATLAS collaboration
#
# Created: Oct 2020, Frank Winklmeier
#
"""
Extract Python dependencies between packages and create DOT graph.
Both `import` and `include` dependencies are considered.
"""
import ast
import sys
import os
import argparse
import pygraphviz
from collections import defaultdict
class DependencyFinder(ast.NodeVisitor):
"""Walk an AST collecting import/include statements."""
def __init__(self):
self.imports = set()
self.includes = set()
def visit_Import(self, node):
"""import XYZ"""
self.imports.update(alias.name.split('.',1)[0] for alias in node.names)
def visit_ImportFrom(self, node):
"""from XYZ import ABC"""
if node.level==0: # ignore relative imports
self.imports.add(node.module.split('.',1)[0])
def visit_Call(self, node):
""""include(XYZ/ABC.py)"""
if isinstance(node.func, ast.Name) and node.func.id=='include' and node.args:
if isinstance(node.args[0], ast.Str):
self.includes.add(node.args[0].s.split('/',1)[0])
def get_dependencies(filename, print_error=False):
"""Get all the imports/includes in a file."""
try:
tree = ast.parse(open(filename,'rb').read(), filename=filename)
except SyntaxError as e:
if print_error:
print(e, file=sys.stderr)
return DependencyFinder()
finder = DependencyFinder()
finder.visit(tree)
return finder
def walk_tree(path='./', print_error=False, filterFnc=None):
"""Walk the source tree and extract python dependencies, filtered by FilterFnc"""
pkg = 'UNKNOWN'
deps = defaultdict(lambda : defaultdict(set))
for root, dirs, files in os.walk(path):
if 'CMakeLists.txt' in files:
pkg = os.path.basename(root)
if (filterFnc and not filterFnc(pkg)):
continue
for f in filter(lambda p : os.path.splitext(p)[1]=='.py', files):
d = get_dependencies(os.path.join(root,f), print_error)
deps[pkg]['import'].update(d.imports)
deps[pkg]['include'].update(d.includes)
return deps
def make_graph(deps, filterFnc=None):
"""Save the dependencies as dot graph, nodes filtered by filterFnc"""
graph = pygraphviz.AGraph(name='AthPyGraph', directed=True)
for a in deps:
for t in ['import','include']:
graph.add_edges_from(((a,b) for b in deps[a][t]
if a!=b and (filterFnc is None or (filterFnc(a) and filterFnc(b)))),
label = t)
return graph
def main():
parser = argparse.ArgumentParser(description=__doc__)
parser.add_argument('path', metavar='DIRECTORY', nargs='?', default='./',
help='root of source tree [%(default)s]')
parser.add_argument('-o', '--output', metavar='FILE', type=str,
help='output file for DOT graph')
parser.add_argument('-p', '--packages', metavar='FILE', type=str,
help='path to packages.txt file [from release]')
parser.add_argument('-a', '--all', action='store_true',
help='include non-athena dependencies')
parser.add_argument('-v', '--verbose', action='store_true',
help='print parse errors')
args = parser.parse_args()
packages = None
if not args.all:
package_file = args.packages or os.path.join(os.environ['AtlasArea'],'InstallArea',
os.environ['BINARY_TAG'],'packages.txt')
try:
with open(package_file) as f:
packages = set(line.rstrip().split('/')[-1] for line in f if not line.startswith('#'))
except FileNotFoundError:
parser.error(f"Cannot read '{package_file}'. Specify via '-p/--packages' or run with '-a/--all'")
# By default only show athena packages:
filterFnc = None if args.all else lambda p : p in packages
# Walk source tree and create DOT graph:
g = make_graph(walk_tree(args.path, args.verbose, filterFnc), filterFnc)
if args.output:
g.write(args.output)
else:
print(g)
if __name__ == "__main__":
sys.exit(main())
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