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mongo/buildscripts/libdeps/generate_test_graphs.py

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#!/usr/bin/env python3
#
# Copyright 2022 MongoDB Inc.
#
# Permission is hereby granted, free of charge, to any person obtaining
# a copy of this software and associated documentation files (the
# "Software"), to deal in the Software without restriction, including
# without limitation the rights to use, copy, modify, merge, publish,
# distribute, sublicense, and/or sell copies of the Software, and to
# permit persons to whom the Software is furnished to do so, subject to
# the following conditions:
#
# The above copyright notice and this permission notice shall be included
# in all copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY
# KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE
# WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
# LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
# OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
# WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
#
"""Test graphs for the graph visualizer and analyzer."""
import argparse
import json
import os
import networkx
from libdeps.graph import EdgeProps, LibdepsGraph, NodeProps
def get_args():
"""Create the argparse and return passed args."""
parser = argparse.ArgumentParser()
parser.add_argument('--graph-output-dir', type=str, action='store',
help="Directory test graphml files will be saved.",
default="build/opt/libdeps")
parser.add_argument('--generate-big-graphs', action='store_true',
help="Makes graphs which are large for testing scale.", default=False)
return parser.parse_args()
def add_node(graph, node, builder):
"""Add a node to the graph."""
graph.add_nodes_from([(node, {NodeProps.bin_type.name: builder})])
def add_edge(graph, from_node, to_node, **kwargs):
"""Add an edge to the graph."""
edge_props = {
EdgeProps.direct.name: kwargs[EdgeProps.direct.name],
EdgeProps.visibility.name: int(kwargs[EdgeProps.visibility.name]),
}
if kwargs.get('symbols'):
edge_props[EdgeProps.symbols.name] = kwargs.get('symbols')
graph.add_edges_from([(from_node, to_node, edge_props)])
def get_big_graph(int_id):
"""Generate a big graph."""
graph = LibdepsGraph()
graph.graph['build_dir'] = '.'
graph.graph['graph_schema_version'] = 2
graph.graph['deptypes'] = json.dumps({
"Global": 0,
"Public": 1,
"Private": 2,
"Interface": 3,
})
graph.graph['git_hash'] = f'BIG{int_id.zfill(4)}'
num_nodes = 200
for i in range(num_nodes):
add_node(graph, f'lib{i}.so', 'SharedLibrary')
for j in range(num_nodes - i):
add_edge(graph, f'lib{i}.so', f'lib{j}.so', direct=True,
visibility=graph.get_deptype('Public'), symbols='\n'.join(
[f"RandomString{i+j}" * 100 for i in range(10)]))
return graph
def get_double_diamond_mock_graph():
"""Construct a mock graph which covers a double diamond structure."""
graph = LibdepsGraph()
graph.graph['build_dir'] = '.'
graph.graph['graph_schema_version'] = 2
graph.graph['deptypes'] = json.dumps({
"Global": 0,
"Public": 1,
"Private": 2,
"Interface": 3,
})
graph.graph['git_hash'] = 'TEST001'
# builds a graph of mostly public edges that looks like this:
#
#
# /lib3.so /lib7.so
# | \ | \
# <-lib1.so--lib2.so lib5.so--lib6.so lib9.so
# | / | /
# \lib4.so \lib8.so
#
add_node(graph, 'lib1.so', 'SharedLibrary')
add_node(graph, 'lib2.so', 'SharedLibrary')
add_node(graph, 'lib3.so', 'SharedLibrary')
add_node(graph, 'lib4.so', 'SharedLibrary')
add_node(graph, 'lib5.so', 'SharedLibrary')
add_node(graph, 'lib6.so', 'SharedLibrary')
add_node(graph, 'lib7.so', 'SharedLibrary')
add_node(graph, 'lib8.so', 'SharedLibrary')
add_node(graph, 'lib9.so', 'SharedLibrary')
add_edge(graph, 'lib1.so', 'lib2.so', direct=True, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib2.so', 'lib3.so', direct=True, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib2.so', 'lib4.so', direct=True, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib3.so', 'lib5.so', direct=True, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib4.so', 'lib5.so', direct=True, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib5.so', 'lib6.so', direct=True, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib6.so', 'lib7.so', direct=True, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib6.so', 'lib8.so', direct=True, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib7.so', 'lib9.so', direct=True, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib8.so', 'lib9.so', direct=True, visibility=graph.get_deptype('Public'))
# trans for 3 and 4
add_edge(graph, 'lib1.so', 'lib3.so', direct=False, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib1.so', 'lib4.so', direct=False, visibility=graph.get_deptype('Public'))
# trans for 5
add_edge(graph, 'lib1.so', 'lib5.so', direct=False, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib2.so', 'lib5.so', direct=False, visibility=graph.get_deptype('Public'))
# trans for 6
add_edge(graph, 'lib1.so', 'lib6.so', direct=False, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib2.so', 'lib6.so', direct=False, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib3.so', 'lib6.so', direct=False, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib4.so', 'lib6.so', direct=False, visibility=graph.get_deptype('Public'))
# trans for 7
add_edge(graph, 'lib1.so', 'lib7.so', direct=False, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib2.so', 'lib7.so', direct=False, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib3.so', 'lib7.so', direct=False, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib4.so', 'lib7.so', direct=False, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib5.so', 'lib7.so', direct=False, visibility=graph.get_deptype('Public'))
# trans for 8
add_edge(graph, 'lib1.so', 'lib8.so', direct=False, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib2.so', 'lib8.so', direct=False, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib3.so', 'lib8.so', direct=False, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib4.so', 'lib8.so', direct=False, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib5.so', 'lib8.so', direct=False, visibility=graph.get_deptype('Public'))
# trans for 9
add_edge(graph, 'lib1.so', 'lib9.so', direct=False, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib2.so', 'lib9.so', direct=False, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib3.so', 'lib9.so', direct=False, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib4.so', 'lib9.so', direct=False, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib5.so', 'lib9.so', direct=False, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib6.so', 'lib9.so', direct=False, visibility=graph.get_deptype('Public'))
return graph
def get_basic_mock_graph():
"""Construct a mock graph which covers most cases and is easy to understand."""
graph = LibdepsGraph()
graph.graph['build_dir'] = '.'
graph.graph['graph_schema_version'] = 2
graph.graph['deptypes'] = json.dumps({
"Global": 0,
"Public": 1,
"Private": 2,
"Interface": 3,
})
graph.graph['git_hash'] = 'TEST002'
# builds a graph of mostly public edges:
#
# /-lib5.so
# /lib3.so
# | \-lib6.so
# <-lib1.so--lib2.so
# | /-lib5.so (private)
# \lib4.so
# \-lib6.so
# nodes
add_node(graph, 'lib1.so', 'SharedLibrary')
add_node(graph, 'lib2.so', 'SharedLibrary')
add_node(graph, 'lib3.so', 'SharedLibrary')
add_node(graph, 'lib4.so', 'SharedLibrary')
add_node(graph, 'lib5.so', 'SharedLibrary')
add_node(graph, 'lib6.so', 'SharedLibrary')
# direct edges
add_edge(graph, 'lib1.so', 'lib2.so', direct=True, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib2.so', 'lib3.so', direct=True, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib2.so', 'lib4.so', direct=True, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib4.so', 'lib6.so', direct=True, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib3.so', 'lib5.so', direct=True, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib3.so', 'lib6.so', direct=True, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib4.so', 'lib5.so', direct=True, visibility=graph.get_deptype('Private'))
# trans for 3
add_edge(graph, 'lib1.so', 'lib3.so', direct=False, visibility=graph.get_deptype('Public'))
# trans for 4
add_edge(graph, 'lib1.so', 'lib4.so', direct=False, visibility=graph.get_deptype('Public'))
# trans for 5
add_edge(graph, 'lib2.so', 'lib5.so', direct=False, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib1.so', 'lib5.so', direct=False, visibility=graph.get_deptype('Public'))
# trans for 6
add_edge(graph, 'lib2.so', 'lib6.so', direct=False, visibility=graph.get_deptype('Public'))
add_edge(graph, 'lib1.so', 'lib6.so', direct=False, visibility=graph.get_deptype('Public'))
return graph
def get_basic_mock_directory_graph():
"""Construct a mock graph which covers most cases and is easy to understand."""
graph = LibdepsGraph()
graph.graph['build_dir'] = '.'
graph.graph['graph_schema_version'] = 2
graph.graph['deptypes'] = json.dumps({
"Global": 0,
"Public": 1,
"Private": 2,
"Interface": 3,
})
graph.graph['git_hash'] = 'TEST003'
# builds a graph of mostly public edges:
#
# /-lib5.so
# /lib3
# | \-lib6.so
# <-lib1.so--lib2
# | /-lib5.so (private)
# \lib4.so
# \-lib6.so
# nodes
add_node(graph, 'dir1/lib1.so', 'SharedLibrary')
add_node(graph, 'dir1/sub1/lib2', 'Program')
add_node(graph, 'dir1/sub1/lib3', 'Program')
add_node(graph, 'dir1/sub2/lib4.so', 'SharedLibrary')
add_node(graph, 'dir2/lib5.so', 'SharedLibrary')
add_node(graph, 'dir2/lib6.so', 'SharedLibrary')
# direct edges
add_edge(graph, 'dir1/lib1.so', 'dir1/sub1/lib2', direct=True,
visibility=graph.get_deptype('Public'))
add_edge(graph, 'dir1/sub1/lib2', 'dir1/sub1/lib3', direct=True,
visibility=graph.get_deptype('Public'))
add_edge(graph, 'dir1/sub1/lib2', 'dir1/sub2/lib4.so', direct=True,
visibility=graph.get_deptype('Public'))
add_edge(graph, 'dir1/sub2/lib4.so', 'dir2/lib6.so', direct=True,
visibility=graph.get_deptype('Public'))
add_edge(graph, 'dir1/sub1/lib3', 'dir2/lib5.so', direct=True,
visibility=graph.get_deptype('Public'))
add_edge(graph, 'dir1/sub1/lib3', 'dir2/lib6.so', direct=True,
visibility=graph.get_deptype('Public'))
add_edge(graph, 'dir1/sub2/lib4.so', 'dir2/lib5.so', direct=True,
visibility=graph.get_deptype('Private'))
# trans for 3
add_edge(graph, 'dir1/lib1.so', 'dir1/sub1/lib3', direct=False,
visibility=graph.get_deptype('Public'))
# trans for 4
add_edge(graph, 'dir1/lib1.so', 'dir1/sub2/lib4.so', direct=False,
visibility=graph.get_deptype('Public'))
# trans for 5
add_edge(graph, 'dir1/sub1/lib2', 'dir2/lib5.so', direct=False,
visibility=graph.get_deptype('Public'))
add_edge(graph, 'dir1/lib1.so', 'dir2/lib5.so', direct=False,
visibility=graph.get_deptype('Public'))
# trans for 6
add_edge(graph, 'dir1/sub1/lib2', 'dir2/lib6.so', direct=False,
visibility=graph.get_deptype('Public'))
add_edge(graph, 'dir1/lib1.so', 'dir2/lib6.so', direct=False,
visibility=graph.get_deptype('Public'))
return graph
def get_simple_directory_graph():
"""Construct a mock graph which covers most cases and is easy to understand."""
graph = LibdepsGraph()
graph.graph['build_dir'] = '.'
graph.graph['graph_schema_version'] = 2
graph.graph['deptypes'] = json.dumps({
"Global": 0,
"Public": 1,
"Private": 2,
"Interface": 3,
})
graph.graph['git_hash'] = 'TEST004'
# lib2.so <- lib4.so
# /∧ \∨
# lib1.so prog1 <- lib5.so
# \∨ /∧
# lib3.so -> prog2
# nodes
add_node(graph, 'mongo/base/lib1.so', 'SharedLibrary')
add_node(graph, 'mongo/base/lib2.so', 'SharedLibrary')
add_node(graph, 'mongo/db/lib3.so', 'SharedLibrary')
add_node(graph, 'third_party/lib4.so', 'SharedLibrary')
add_node(graph, 'third_party/lib5.so', 'SharedLibrary')
add_node(graph, 'mongo/base/prog1', 'Program')
add_node(graph, 'mongo/db/prog2', 'Program')
# direct edges
add_edge(graph, 'mongo/base/lib1.so', 'mongo/base/lib2.so', direct=True,
visibility=graph.get_deptype('Public'))
add_edge(graph, 'mongo/base/lib1.so', 'mongo/db/lib3.so', direct=True,
visibility=graph.get_deptype('Public'))
add_edge(graph, 'mongo/base/lib2.so', 'mongo/base/prog1', direct=True,
visibility=graph.get_deptype('Public'))
add_edge(graph, 'mongo/db/lib3.so', 'mongo/base/prog1', direct=True,
visibility=graph.get_deptype('Public'))
add_edge(graph, 'mongo/db/lib3.so', 'mongo/db/prog2', direct=True,
visibility=graph.get_deptype('Public'))
add_edge(graph, 'third_party/lib4.so', 'mongo/base/lib2.so', direct=True,
visibility=graph.get_deptype('Public'))
add_edge(graph, 'third_party/lib5.so', 'mongo/base/prog1', direct=True,
visibility=graph.get_deptype('Public'))
return graph
def save_graph_file(graph, output_dir):
"""Save a graph locally as a .graphml."""
filename = output_dir + "/libdeps_" + graph.graph['git_hash'] + ".graphml"
networkx.write_graphml(graph, filename, named_key_ids=True)
def main():
"""Generate and save the test graphs as .graphml files."""
args = get_args()
output_dir = args.graph_output_dir
os.makedirs(output_dir, exist_ok=True)
graph = get_double_diamond_mock_graph()
save_graph_file(graph, output_dir)
graph = get_basic_mock_graph()
save_graph_file(graph, output_dir)
graph = get_basic_mock_directory_graph()
save_graph_file(graph, output_dir)
graph = get_simple_directory_graph()
save_graph_file(graph, output_dir)
if args.generate_big_graphs:
graph = get_big_graph("0")
for i in range(1, 30):
print(f"generating big graph {i}...")
graph.graph['git_hash'] = f'BIG{str(i).zfill(4)}'
save_graph_file(graph, output_dir)
if __name__ == "__main__":
main()
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