I'm new to python and have been working to parse an excel spreadsheet. I'm trying to determine the accumulated value associated with a particular zoning over a series of dates.
I have a feeling that I'm not understanding the logic flow correctly, because no matter how I write it, I keep ending up with a dictionary of values that are all the same. At this point, I don't have an intuition for why it's wrong, so instead of writing around it, I'd like to face it head on.
The hoursAllocationDict looks like:
5-21-16
Zoning1: 0
Zoning2: 0
Zoning3: 0
5-22-16
Zoning1: 0
etc...
My rawData looks like a list of lists:
[0] NAME, data, data, data, DATE, data, HOURS, data, ZONING, data, data, data, etc.
[1] NAME, data, data, data, DATE, data, HOURS, data, ZONING, data, data, data, etc.
[2] NAME, data, data, data, DATE, data, HOURS, data, ZONING, data, data, data, etc.
The code block I'm running for this particular task looks like:
#Iterate over all dates - date is a tuple with 0 index being the date and 1 being a dict of zonings
for date in hoursAllocationDict.iteritems():
#Iterate over each row
for row in rawData:
#If cell is not empty or blank AND if date cell equals iterator date
if rawData[row][23] and rawData[row][9] == date[0]:
#Use re.search to match possible zoning in zoning column (found in string of otherwise irrelevant data)
if findZoningInCell(rawData[row][23], zoningsDict):
#Store whatever subjoining we find
subZoning = findZoningInCell(rawData[row][23], zoningsDict)
#rawData[row][18] references a value of hours related to zoning
#Accumulate x.x hrs in hoursAllocationDict -> date -> subjoining
hoursAllocationDict[rawData[row][9]][subZoning] += rawData[row][18]
The final state of hoursAllocationDict looks like:
'10-29-15' : 'Zoning1': 52.0, 'Zoning2': 100.08333333333333, 'Zoning3': 128.0, 'Zoning4': 594.0, etc...
'10-30-15' : 'Zoning1': 52.0, 'Zoning2': 100.08333333333333, 'Zoning3': 128.0, 'Zoning4': 594.0, etc...
'10-31-15' : 'Zoning1': 52.0, 'Zoning2': 100.08333333333333, 'Zoning3': 128.0, 'Zoning4': 594.0, etc...
....
....
So I'm somehow updating all values of all keys of the dictionary every iteration, but I just can't see how. I've rewritten it a couple of times to now avail.
I figured out the answer.
The code immediately preceding this segment is:
#Set structure of hoursAllocationDict
#Date:
# Zoning1: 0
# Zoning2: 0
for date in uniqueDateList:
hoursAllocationDict[date] = zoningsDict
Looking at how Python handles assignment (from 8.17 "copy"):
Assignment statements in Python do not copy objects, they create bindings between a target and an object. For collections that are mutable or contain mutable items, a copy is sometimes needed so one can change one copy without changing the other.
Changing the above code to the following resolved the issue:
from copy import copy
....
for date in uniqueDateList:
hoursAllocationDict[date] = copy(zoningsDict)
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