Skip to content

Instantly share code, notes, and snippets.

@ibqn
Forked from rcludwick/depgen.py
Last active July 17, 2020 10:57
Show Gist options
  • Star 0 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
  • Save ibqn/45f11b0c1b4d9dde0b2b30941198df8a to your computer and use it in GitHub Desktop.
Save ibqn/45f11b0c1b4d9dde0b2b30941198df8a to your computer and use it in GitHub Desktop.
Python ordering a build list by giving a dictionary of dependencies.
"""
These functions take a dictionary of dependencies in the following way:
depdict = {
'a' : [ 'b', 'c', 'd'],
'b' : [ 'c', 'd'],
'e' : [ 'f', 'g']
}
has_loop() will check for dep loops in the dep dict with true or false.
flatten() will create an ordered list of items according to the dependency structure.
Note: To generate a list of dependencies in increasing order of dependencies, say for a build, run: flatten(MyDepDict)
"""
def _order(idepdict, val=None, level=0):
"""Generates a relative order in a dep dictionary"""
results = {}
if val is None:
for k, v in idepdict.items():
for dep in v:
results.setdefault(k, 0)
d = _order(idepdict, val=dep, level=level + 1)
for dk, dv in d.items():
if dv > results.get(dk, 0):
results[dk] = dv
return results
else:
results[val] = level
deps = idepdict.get(val, None)
if deps is None or deps == []:
return {val: level}
else:
for dep in deps:
d = _order(idepdict, val=dep, level=level + 1)
for dk, dv in d.items():
if dv > results.get(dk, 0):
results[dk] = dv
return results
def _invert(d):
"""Inverts a dictionary"""
i = {}
for k, v in d.items():
if isinstance(v, list):
for dep in v:
depl = i.get(dep, [])
depl.append(k)
i[dep] = depl
else:
depl = i.get(v, [])
depl.append(k)
i[v] = depl
return i
def flatten(depdict):
"""flatten() generates a list of deps in order"""
# Generate an inverted deplist
ideps = _invert(depdict)
# print(ideps)
# generate relative order
order = _order(ideps)
# print(order)
# Invert the order
iorder = _invert(order)
# print(iorder)
# Sort the keys and append to a list
output = []
for key in sorted(iorder.keys()):
output.extend(iorder[key])
return output
def has_loop(depdict, seen=None, val=None):
"""Check to see if a given depdict has a dependency loop"""
if seen is None:
for k, v in depdict.items():
seen = []
for val in v:
if has_loop(depdict, seen=list(seen), val=val):
return True
else:
if val in seen:
return True
else:
seen.append(val)
k = val
v = depdict.get(k, [])
for val in v:
if has_loop(depdict, seen=list(seen), val=val):
return True
return False
if __name__ == "__main__":
# 1 depends upon 2, 3, and 4, 2 depends upon 5, etc.
deps = {
1: [2, 3, 4],
2: [5],
3: [4, 6],
5: [8],
6: [7],
7: [4],
8: [7, 6],
}
f = flatten(deps)
# 2, 3, and 4 must come before 1, 8 must come before 5, etc...
assert f == [4, 7, 6, 3, 8, 5, 2, 1]
assert not has_loop(deps)
# Force a loop
deps[8] = [4, 1]
assert has_loop(deps)
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment