Reputation: 519
I need to create a CSV file filled with data from a nested dictionary.
I am referring to this question: Convert Nested Dictionary to CSV Table.
I checked this problem: From Nested Dictionary to CSV File, and found a way to create comma-separated values.
My nested dictionary looks like this:
users_item = {
"Angelica": {
"Blues Traveler": 3.5,
"Broken Bells": 2.0,
"Norah Jones": 4.5,
"Phoenix": 5.0,
"Slightly Stoopid": 1.5,
"The Strokes": 2.5,
"Vampire Weekend": 2.0
},
"Bill":{
"Blues Traveler": 2.0,
"Broken Bells": 3.5,
"Deadmau5": 4.0,
"Phoenix": 2.0,
"Slightly Stoopid": 3.5,
"Vampire Weekend": 3.0}
}
with open('output1.csv', 'w') as csv_file:
csvwriter = csv.writer(csv_file, delimiter=',')
for session in users_item:
for item in users_item[session]:
csvwriter.writerow([session, item, users_item[session][item]])
I generated this output.
Angelica,Blues Traveler,3.5
Angelica,Broken Bells,2.0
Angelica,Norah Jones,4.5
Angelica,Phoenix,5.0
Angelica,Slightly Stoopid,1.5
Angelica,The Strokes,2.5
Angelica,Vampire Weekend,2.0
Bill,Blues Traveler,2.0
Bill,Broken Bells,3.5
Bill,Deadmau5,4.0
Bill,Phoenix,2.0
Bill,Slightly Stoopid,3.5
Bill,Vampire Weekend,3.0
However, I need to generate the output in the following format:
Angelica,Blues Traveler,3.5,Broken Bells,2.0,Norah Jones,4.5,Phoenix,5.0,Slightly Stoopid,1.5,The Strokes,2.5,Vampire Weekend,2.0
Bill,Blues Traveler,2.0,Broken Bells,3.5,Deadmau5,4.0,Phoenix,2.0,Slightly Stoopid,3.5,Vampire Weekend,3.0
Could you please tell me how to modify the code to obtain the output that I showed above?
Upvotes: 2
Views: 415
Reputation: 26315
Your quite close. I would just modify your approach flatten the inner dict items into a list using itertools.chain.from_iterable
, then combine it with the user's name and write the list to the CSV file.
Modified code:
from csv import writer
from itertools import chain
users_item = {
"Angelica": {
"Blues Traveler": 3.5,
"Broken Bells": 2.0,
"Norah Jones": 4.5,
"Phoenix": 5.0,
"Slightly Stoopid": 1.5,
"The Strokes": 2.5,
"Vampire Weekend": 2.0,
},
"Bill": {
"Blues Traveler": 2.0,
"Broken Bells": 3.5,
"Deadmau5": 4.0,
"Phoenix": 2.0,
"Slightly Stoopid": 3.5,
"Vampire Weekend": 3.0,
},
}
with open("output.csv", mode="w", newline='') as f:
writer = writer(f)
for user, items in users_item.items():
flattened_items = list(chain.from_iterable(items.items()))
writer.writerow([user, *flattened_items])
Or flattening using a list comprehension:
with open("output.csv", mode="w", newline="") as f:
writer = writer(f)
for user, items in users_item.items():
row = [item for kvp in items.items() for item in kvp]
writer.writerow([user, *row])
Or a simpler approach with just extending the key value pairs into a list one at a time:
with open("output.csv", mode="w", newline="") as f:
writer = writer(f)
for user, items in users_item.items():
row = [user]
for k, v in items.items():
row.extend([k, v])
writer.writerow(row)
output.csv
Angelica,Blues Traveler,3.5,Broken Bells,2.0,Norah Jones,4.5,Phoenix,5.0,Slightly Stoopid,1.5,The Strokes,2.5,Vampire Weekend,2.0
Bill,Blues Traveler,2.0,Broken Bells,3.5,Deadmau5,4.0,Phoenix,2.0,Slightly Stoopid,3.5,Vampire Weekend,3.0
Upvotes: 2