Created
March 14, 2011 15:42
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General hash_join function
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def hash_join(left, right, join_key, attr_keys, outer=True): | |
""" | |
Allows you to join the keys/values from a list of dictionaries as the | |
attributes of a given list of objects. | |
Params:: | |
- left - list of objects to join to | |
- right - list of dictionaries from which to get joined data | |
- join_key - attribute of both object and dictionary with which we can match | |
- attr_keys - the list of keys on the right dict you want to join | |
- outer - if a matching key is not found in right, outer = True would keep | |
the row in left and set all keys in attr_keys to None. outer = False would | |
delete the row in left if no matching join_key is found in right | |
""" | |
# convert list of dicts to a dict of dicts | |
# 2.7 only - right = {r.get(join_key): r for r in right} | |
right = dict((r.get(join_key), r) for r in right) | |
if not outer: | |
left[:] = filter(lambda x: right.get(getattr(x, join_key)), left) | |
# attach the inner dict values to the attr on the object | |
for l in left: | |
if not hasattr(l, join_key): | |
continue | |
else: | |
# check if the dict has a matching record | |
right_vals = right.get(getattr(l, join_key), {}) | |
# attach attributes to objects | |
for key in attr_keys: | |
setattr(l, key, right_vals.get(key)) | |
return left | |
class thingy(object): | |
pass | |
def build_things(): | |
things = [] | |
thing = thingy() | |
setattr(thing, 'group_id', 1) | |
things.append(thing) | |
thing2 = thingy() | |
setattr(thing2, 'group_id', 2) | |
things.append(thing2) | |
return things | |
stuff = [{'group_id': 1, 'group_name': 'Alex', 'group_size': 100}, {'group_name': 'Kevin', 'group_size': 200}] | |
whatsa = hash_join(build_things(), stuff, 'group_id', ['group_name', 'group_size'], outer=False) | |
for what in whatsa: | |
print getattr(what, 'group_id', None), getattr(what, 'group_name', None), getattr(what, 'group_size', None) | |
bobs = hash_join(build_things(), stuff, 'group_id', ['group_size'], outer=True) | |
for bob in bobs: | |
print getattr(bob, 'group_id', None), getattr(bob, 'group_name', None), getattr(bob, 'group_size', None) |
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