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Nightly Pyston and
Performance
Nakamura Masato(@Masahito) from Japan
version #pyconsg
Who are you?(お前、誰よ by Ian Lewis)
• @Masahito from Japan
• P2P File Transfer Engineer at
Skeed .inc
• I work with Scala & JVM(Sorry!)
• We use Python for
Implementation the CLI, and, to
deploy the P2P client(fabric etc)
 Attention
I do not have the implementation of
Pyston. The only explanation this time ;-)
What is Pyston?
What is Pyston?
• develop : Dropbox(https://tech.dropbox.com/2014/04/
introducing-pyston-an-upcoming-jit-based-python-implementation/)
• JIT(Just in Time)-based implementation of the Python 2.7
language.
• Python implementation built using LLVM and modern JIT
techniques
• only runs on x86_64 platforms, and only has been tested on
Ubuntu.
Python Code to LLVM IR
The IR is then run through the LLVM optimizer and passed off to the LLVM JIT engine,
Run Mechanism
How to install
• Binary is not provided
• build required(https://github.com/dropbox/pyston/blob/
master/docs/INSTALLING.md)It's written carefully, it works
roughly.(It does not work? Let's do our best!)
!
Current state
• It does not correspond to the input of the line breaks in the
REPL
• It does not correspond to the basic grammar other than the
Python(not generator , list comprehension etc)lambda is
coming!
• Library is not implemented almost it's current status. You can
not use only about time.time far
 Benchmark!
precondition
• compared in the following environments.(on Ubuntu12.04
and vagrant (VirtualBox 2CPU)
• Python v2.7.X
• PyPy v2.2.1
• Pyston v0.1(2014/04/15)
Recursion
Recursion(Second)
Recursion
Second
Loop
Loop (Second)
loop
Second
Summary:
There is an effect in the recursion of LLVM JIT.
Effect is difficult to come out in the loop of LLVM JIT.
planned for 0.2
Missing large parts of the language
!
Exceptions (planned for 0.2)
Class inheritance (planned for 0.2)
Default arguments, keywords, starargs, kwargs (planned for 0.2)
Generators (planned for 0.2)
Integer promotion (planned for 0.2)
Threads
Information Source
• [Introducing Pyston: an upcoming, JIT-based Python
implementation] https://tech.dropbox.com/2014/04/
introducing-pyston-an-upcoming-jit-based-python-
implementation/
• https://github.com/dropbox/pyston/blob/master/
README.md
• [LLVM overview 20110122] http://www.slideshare.net/
nothingcosmos/llvm-overview-20110122
Thank you!
!
ありがとう!
See you again in PyconJP 2014!
Deadline for talk proposals is
20th June.

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Pyconsg2014 pyston

  • 1. Nightly Pyston and Performance Nakamura Masato(@Masahito) from Japan version #pyconsg
  • 2. Who are you?(お前、誰よ by Ian Lewis) • @Masahito from Japan • P2P File Transfer Engineer at Skeed .inc • I work with Scala & JVM(Sorry!) • We use Python for Implementation the CLI, and, to deploy the P2P client(fabric etc)
  • 3.  Attention I do not have the implementation of Pyston. The only explanation this time ;-)
  • 5. What is Pyston? • develop : Dropbox(https://tech.dropbox.com/2014/04/ introducing-pyston-an-upcoming-jit-based-python-implementation/) • JIT(Just in Time)-based implementation of the Python 2.7 language. • Python implementation built using LLVM and modern JIT techniques • only runs on x86_64 platforms, and only has been tested on Ubuntu.
  • 6. Python Code to LLVM IR The IR is then run through the LLVM optimizer and passed off to the LLVM JIT engine, Run Mechanism
  • 7.
  • 8. How to install • Binary is not provided • build required(https://github.com/dropbox/pyston/blob/ master/docs/INSTALLING.md)It's written carefully, it works roughly.(It does not work? Let's do our best!)
  • 9. ! Current state • It does not correspond to the input of the line breaks in the REPL • It does not correspond to the basic grammar other than the Python(not generator , list comprehension etc)lambda is coming! • Library is not implemented almost it's current status. You can not use only about time.time far
  • 11. precondition • compared in the following environments.(on Ubuntu12.04 and vagrant (VirtualBox 2CPU) • Python v2.7.X • PyPy v2.2.1 • Pyston v0.1(2014/04/15)
  • 14. Loop
  • 16. Summary: There is an effect in the recursion of LLVM JIT. Effect is difficult to come out in the loop of LLVM JIT.
  • 17. planned for 0.2 Missing large parts of the language ! Exceptions (planned for 0.2) Class inheritance (planned for 0.2) Default arguments, keywords, starargs, kwargs (planned for 0.2) Generators (planned for 0.2) Integer promotion (planned for 0.2) Threads
  • 18. Information Source • [Introducing Pyston: an upcoming, JIT-based Python implementation] https://tech.dropbox.com/2014/04/ introducing-pyston-an-upcoming-jit-based-python- implementation/ • https://github.com/dropbox/pyston/blob/master/ README.md • [LLVM overview 20110122] http://www.slideshare.net/ nothingcosmos/llvm-overview-20110122
  • 20. See you again in PyconJP 2014! Deadline for talk proposals is 20th June.