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Append a dictionary to a dictionary

python
dictionary-operations
data-merging
python-3.9
Nikita BarsukovbyNikita Barsukov·Dec 17, 2024
TLDR

Merge two dictionaries with the update() method. The second dictionary overwrites duplicate keys from the first.

dict1 = {'x': 1} dict2 = {'y': 2} dict1.update(dict2) # voila, dict1 is now {'x': 1, 'y': 2}, wasn't that easy?

Append method breakdown

Modifying original vs preserving dictionary

Are you a conservationist at heart? To keep the original dictionaries safe and unscathed, copy the original before update:

orig = {'a': 1} extra = {'b': 2} # Let's clone orig and also give it a cool new name, dest dest = dict(orig) dest.update(extra) # Now dest = {'a': 1, 'b': 2} and orig remains untouched, like a rare piece of art!

Using Union Operator in Python 3.9+

Python 3.9 has outdone itself by introducing the | (union) operator for dictionaries:

orig = {'a': 1} extra = {'b': 2} dest = orig | extra # Who knew a simple '|' could hold so much power? Thanks Python 3.9!

Dealing with large datasets efficiently

Fret not! The update() method is very efficient with large dictionaries and saves you from writing excess loops:

# Let's handle some big data. Imagine big_dict1 and big_dict2 are encyclopedia-sized dictionaries big_dict1.update(big_dict2) # Just one line of code to handle all that data? Yes please!

Handling key conflicts during merge

In the game of keys, the newcomer wins! When keys conflict during merge, the new values overwrite the old ones.

dict1 = {'x': 1, 'y': 2} dict2 = {'y': 3, 'z': 4} dict1.update(dict2) # In dict1, 'y' bows down to the new 'y' from dict2. All hail the new 'y'!

Advanced dictionary operations

Merge multiple dictionaries using itertools

To merge multiple dictionaries:

import itertools dict1 = {'a': 1, 'b': 2} dict2 = {'b': 3, 'c': 4} dict3 = {'c': 5, 'd': 6} combined_dict = dict(itertools.chain.from_iterable(d.items() for d in [dict1, dict2, dict3])) # Looks like we've created a monster...dictionary!

Dictionary comprehensions and custom logic

Dictionary comprehensions help to introduce custom logic during merge:

dict1 = {'a': 1} dict2 = {'b': 2, 'a': 3} merged_dict = {k: dict2[k] if k in dict2 else dict1[k] for k in dict1.keys() | dict2.keys()} # Congratulations! You've just married dictionary comprehensions and custom logic!

Python 2.x merge method

For those who time traveled from the year 2000, Python 2.x merge method is:

merged_dict = dict(dict1.items() + dict2.items()) # Yes, old-school is cool too!