Python __index__(), __int__(), and __float__(): Conversion Protocols

__index__ supplies an integer index for slicing and related operations; __int__ and __float__ express numeric conversions.

Why This Matters

Python has a documented data model, but CPython also exposes implementation-level objects. Understand the distinction before using introspection or altering object behavior.

In this lesson, the focus is __index__(), __int__(), and __float__(): Conversion Protocols. The aim is to understand its inputs, observable behavior, and a realistic situation where it is useful, rather than memorize a command name.

How the Example Works

The example exposes one observable part of __index__(), __int__(), and __float__(): conversion protocols. Identify which names reference objects, when Python calls a special method, and which result is returned or printed. For introspection and interpreter internals, treat displayed representations as diagnostic information rather than stable application data.

Step-by-Step Example

class Index:
    def __index__(self): return 1
class Number:
    def __int__(self): return 3
    def __float__(self): return 3.5
print(["a", "b"][Index()])
print(int(Number()), float(Number()))

Understanding the Result

1. Watch these operations in order: Index, Number. The arguments and return values are the central parts of the demonstration.
2. Decide which part is a guaranteed language behavior and which part is diagnostic, interpreter-dependent detail.

Expected behavior: The example exposes one observable part of __index__(), __int__(), and __float__(): conversion protocols. Use the stated prerequisites, observe the actual outcome on your computer, and compare it with the explanation. This example was not verified by a complete local execution in the authoring environment.

Important Details and Limitations

__index__(), __int__(), and __float__(): Conversion Protocols describes internal behavior or an advanced API. Code that relies on private CPython structures, undocumented object layouts or a specific disassembly may break between versions. Avoid evaluating or executing untrusted source, even when globals appear restricted.

Prefer stable language protocols and standard public APIs. Be skeptical of code that depends on exact refcounts, opcode sequences or object-memory layout.

Try It Yourself

Change one input in the __index__(), __int__(), and __float__(): conversion protocols demonstration and predict which values, attributes or operations will be different. Add a second test case that highlights its limitation.

Before running the modified example, write down what you expect to happen. Test one normal case and one boundary, missing-input, or invalid case when the operation accepts them.

Common Beginner Mistakes

• Assuming __index__(), __int__(), and __float__(): Conversion Protocols behaves the same way with missing, malformed, or unsupported inputs as it does in the worked example.
• Ignoring this requirement: __index__(), __int__(), and __float__(): Conversion Protocols describes internal behavior or an advanced API.
• Treating a small illustrative snippet as a production-ready program without testing failures, cleanup, and the target environment.

Key Takeaways

• __index__ supplies an integer index for slicing and related operations; __int__ and __float__ express numeric conversions.
• The example exposes one observable part of __index__(), __int__(), and __float__(): conversion protocols.
• To confirm understanding: Change one input in the __index__(), __int__(), and __float__(): conversion protocols demonstration and predict which values, attributes or operations will be different. Add a second test case that highlights its limitation.