Actually process-based parallelism is supported in more recent pythons, for the reason that using processes passes management largely to the OS. It's not the only way to do Parallelism but it's recommended by some.

Thanks for suggesting Ocaml: have seen it recommended a lot lately, better check it out.

On 18 April 2014 18:41:11 GMT+01:00, Ted Smith <tedks@riseup.net> wrote:
OCaml. http://ocaml.org/

1. OCaml is more obscure than many languages, but it supports
programming in imperative, object-oriented, and functional
styles (though it's obviously best suited for a functional
style). I've seen people write Java in OCaml and produce clean,
modular code.
2. OCaml is used in industrial environments (it's gotten pretty
popular on Wall Street) and in open-source projects; the
toolchain is mature and the community is vibrant.
3. OCaml is memory safe, but more importantly, it's type safe, and
its type system is capable of encoding a great deal of your
program's correctness. It will take some time to get your
program to compile, but when it does you have a much stronger
assurance that your program is correct than you do in C, C++, or
Java.
4. OCaml compiles to native code; I'm not sure if deterministic
builds have been done but they should be possible.
5. (Performance, the hidden elephant in every language discussion
room) The OCaml team takes security seriously, and OCaml is
performance-competitive with C. OCaml does tail-call
elimination, so you can write programs functionally that are
memory-efficient.
6. (Weaknesses) OCaml has a global lock due to its garbage
collection, so parallel programming has to be done with
processes. This is (IMO) cleaner than in similar situations like
Python, but is obviously suboptimal.

I'd highly recommend reading through this blog series, chronicling a
developer picking OCaml as the language to rewrite a large Python
open-source project in. It doesn't have the same focus as you, but it
goes over various reasons why someone might switch to OCaml, and
introduces some OCaml features:
http://roscidus.com/blog/blog/categories/ocaml/



On Fri, 2014-04-18 at 10:26 +0200, Stevens Le Blond wrote:
Hello,

We are a team of researchers working on the design and implementation of
a traffic-analysis resistant anonymity network and we would like to
request your opinion regarding the choice of a programming language /
environment. Here are the criteria:

1) Familiarity: The language should be familiar or easy to learn for
most potential contributors, as we hope to build a diverse community
that builds on and contributes to the code.

2) Maturity: The language implementation, tool chain and libraries
should be mature enough to support a production system.

3) Language security: The language should minimize the risk of security
relevant bugs like buffer overflows.

4) Security of runtime / tool chain: It should be hard to
inconspicuously backdoor the tool chain and, if applicable, runtime
environments.

To give two concrete examples:

Using the C language + deterministic builds is an attractive option with
respect to 1), 2) and 4), but doesn’t provide much regarding 3).

Java does better with respect to 3), however, it trades some of 3) and
4) as compared to C. Specifically, we are concerned that large runtimes
may be difficult to audit. A similar argument may apply to other
interpreted languages.

Given these criteria, what language would you choose and for what
reasons? We would also appreciate feedback regarding our criteria.

All the best,
David, Nick, Peter, Stevens, and William


--
Sent from my Android device with K-9 Mail. Please excuse my brevity.