Learn Python Coding

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Learn Python through simple, practical examples and real coding ideas. Clear explanations, useful snippets, and hands-on learning for anyone starting or improving their programming skills. Admin: @HusseinSheikho || @Hussein_Sheikho

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الشبكة:Machine Learning with Python الهند9 434 التكنولوجيات والتطبيقات3 227...

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تُعد قناة Learn Python Coding (@pythonre) في القطاع اللغوي الإنكليزية لاعباً نشطاً. يضم المجتمع حالياً 40 348 مشتركاً، محتلاً المرتبة 3 227 في فئة التكنولوجيات والتطبيقات والمرتبة 9 434 في منطقة الهند.

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Repost from Machine Learning with Python

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Creating Nested Dictionary Values using `setdefault()` 🔥 When grouping data, it's often necessary to check if a key exists, create a container for it, and then add a value. For example, distributing users by role. Without special methods, this usually involves a separate key check.

users = [
    ("admin", "alex"),
    ("user", "max"),
    ("admin", "kate"),
]

groups = {}

for role, name in users:
    if role not in groups:
        groups[role] = []

    groups[role].append(name)

The setdefault() method allows you to perform this operation directly when accessing the dictionary. If the key exists, it returns its current value. If the key is missing, the provided value is written to the dictionary and then returned:

groups = {}

for role, name in users:
    groups.setdefault(
        role,
        [],
    ).append(name)

The result is the same structure without a separate key existence check:

print(groups)

# {
#     'admin': ['alex', 'kate'],
#     'user': ['max']
# }

It's important to note that the expression of the second argument is evaluated every time setdefault() is called, even if the key already exists. Therefore, you should avoid creating expensive objects or performing functions with side effects there:

value = cache.setdefault(
    key,
    build_value(),
)

In this code, build_value() will be called before the method itself is executed. If the value creation should only happen when the key is missing, it's better to use an explicit check or a suitable data structure, such as defaultdict. 🔥 setdefault() is well-suited for compactly initializing simple mutable containers when grouping and aggregating data. However, it's important to remember that the provided value is evaluated regardless of whether the key exists. #Python #Coding #Dicts #Programming #CodeTips #DevLife ✨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk ⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A

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Repost from Udemy Free