-
-
Save PatWie/7ef84c25660e064acfd777000edeebd4 to your computer and use it in GitHub Desktop.
Python ordering a build list by giving a dictionary of dependencies.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
''' | |
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, types.ListType): | |
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) | |
#generate relative order | |
order = _order(ideps) | |
#Invert the order | |
iorder = _invert(order) | |
#Sort the keys and append to a list | |
output = [] | |
for key in sorted(iorder.iterkeys()): | |
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