codon/docs/intro/differences.md

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While Codon's syntax and semantics are nearly identical
to Python's, there are some notable differences that are
worth mentioning. Most of these design decisions were made
with the trade-off between performance and Python compatibility
in mind.
Please see our [roadmap](roadmap.md) for more information about
how we plan to close some of these gaps in the future.
# Data types
- **Integers:** Codon's `int` is a 64-bit signed integer,
whereas Python's (after version 3) can be arbitrarily large.
However Codon does support larger integers via `Int[N]` where
`N` is the bit width.
- **Strings:** Codon currently uses ASCII strings unlike
Python's unicode strings.
- **Dictionaries:** Codon's dictionary type does not preserve
insertion order, unlike Python's as of 3.6.
- **Tuples**: Since tuples compile down to structs, tuple lengths
must be known at compile time, meaning you can't convert an
arbitrarily-sized list to a tuple, for instance.
# Type checking
Since Codon performs static type checking ahead of time, a
few of Python's dynamic features are disallowed. For example,
monkey patching classes at runtime (although Codon supports a
form of this at compile time) or adding objects of different
types to a collection.
These few restrictions are ultimately what allow Codon to
compile to native code without any runtime performance overhead.
Future versions of Codon will lift some of these restrictions
by the introduction of e.g. implicit union types.
# Numerics
For performance reasons, some numeric operations use C semantics
rather than Python semantics. This includes, for example, raising
an exception when dividing by zero, or other checks done by `math`
functions. Strict adherence to Python semantics can be achieved by
using the `-numerics=py` flag of the Codon compiler. Note that this
does *not* change `int`s from 64-bit.
# Modules
While most of the commonly used builtin modules have Codon-native
implementations, a few are not yet implemented. However these can
still be used within Codon via `from python import`.