Commit 811f5631 by Baruch Sterin

pyabc: reorganize supporting python scripts

parent c85a7634
"""
module pyabc_split
Executes python functions and their arguements as separate processes and returns their return values through pickling. This modules offers a single function:
Function: split_all(funcs)
The function returns a generator objects that allowes iteration over the results,
Arguments:
funcs: a list of tuples (f, args) where f is a python function and args is a collection of arguments for f.
Caveats:
1. Global variables in the parent process are not affected by the child processes.
2. The functions can only return simple types, see the pickle module for details
3. Signals are currently not handled correctly
Usage:
Assume you would like to run the function f_1(1), f_2(1,2), f_3(1,2,3) in different processes.
def f_1(i):
return i+1
def f_2(i,j):
return i*10+j+1
def f_3(i,j,k):
return i*100+j*10+k+1
Construct a tuple of the function and arguments for each function
t_1 = (f_1, [1])
t_2 = (f_2, [1,2])
t_3 = (f_3, [1,2,3])
Create a list containing these tuples:
funcs = [t_1, t_2, t_3]
Use the function split_all() to run these functions in separate processes:
for res in split_all(funcs):
print res
The output will be:
2
13
124
(The order may be different, except that in this case the processes are so fast that they terminate before the next one is created)
Alternatively, you may quite in the middle, say after the first process returns:
for res in split_all(funcs):
print res
break
This will kill all processes not yet finished.
To run ABC operations, that required saving the child process state and restoring it at the parent, use abc_split_all().
import pyabc
def abc_f(truth):
import os
print "pid=%d, abc_f(%s)"%(os.getpid(), truth)
pyabc.run_command('read_truth %s'%truth)
pyabc.run_command('strash')
funcs = [
defer(abc_f)("1000"),
defer(abc_f)("0001")
]
for _ in abc_split_all(funcs):
pyabc.run_command('write_verilog /dev/stdout')
Author: Baruch Sterin <sterin@berkeley.edu>
"""
import os
import sys
import pickle
import signal
from contextlib import contextmanager
import pyabc
class _sigint_critical_section(object):
def __init__(self):
self.blocked = False
def __enter__(self):
self.acquire()
return self
def __exit__(self, type, value, traceback):
self.release()
def acquire(self):
if not self.blocked:
self.blocked = True
pyabc.block_sigint()
def release(self):
if self.blocked:
self.blocked = False
pyabc.restore_sigint_block()
class _splitter(object):
def __init__(self, funcs):
self.funcs = funcs
self.pids = []
self.fds = {}
self.results = {}
def is_done(self):
return len(self.fds) == 0
def cleanup(self):
# close pipes and kill child processes
for pid,(i,fd) in self.fds.iteritems():
os.close(fd)
os.kill( pid, signal.SIGINT )
with _sigint_critical_section() as cs:
# wait for termination and update result
for pid, _ in self.fds.iteritems():
os.waitpid( pid, 0 )
pyabc.remove_child_pid(pid)
self.results[pid] = None
self.fds = {}
def child( self, fdw, f):
# call function
res = f()
# write return value into pipe
with os.fdopen( fdw, "w" ) as fout:
pickle.dump(res, fout)
return 0
def fork_one(self, f):
# create a pipe to communicate with the child process
pr,pw = os.pipe()
parentpid = os.getpid()
rc = 1
try:
with _sigint_critical_section() as cs:
# create child process
pid = os.fork()
if pid == 0:
# child process:
cs.release()
os.close(pr)
rc = self.child( pw, f)
os._exit(rc)
else:
# parent process:
pyabc.add_child_pid(pid)
os.close(pw)
return (pid, pr)
finally:
if os.getpid() != parentpid:
os._exit(rc)
def fork_all(self):
for i,f in enumerate(self.funcs):
pid, fd = self.fork_one(f)
self.pids.append(pid)
self.fds[pid] = (i,fd)
def get_next_result(self):
# wait for the next child process to terminate
pid, rc = os.wait()
assert pid in self.fds
# retrieve the pipe file descriptor1
i, fd = self.fds[pid]
del self.fds[pid]
assert pid not in self.fds
# read result from file
with os.fdopen( fd, "r" ) as fin:
try:
return (i,pickle.load(fin))
except EOFError, pickle.UnpicklingError:
return (i, None)
@contextmanager
def _splitter_wrapper(funcs):
# ensure cleanup of child processes
s = _splitter(funcs)
try:
yield s
finally:
s.cleanup()
def split_all_full(funcs):
# provide an iterator for child process result
with _splitter_wrapper(funcs) as s:
s.fork_all()
while not s.is_done():
yield s.get_next_result()
def defer(f):
return lambda *args, **kwargs: lambda : f(*args,**kwargs)
def split_all(funcs):
for _, res in split_all_full( ( defer(f)(*args) for f,args in funcs ) ):
yield res
import tempfile
@contextmanager
def temp_file_names(suffixes):
names = []
try:
for suffix in suffixes:
with tempfile.NamedTemporaryFile(delete=False, suffix=suffix) as file:
names.append( file.name )
yield names
finally:
for name in names:
os.unlink(name)
class abc_state(object):
def __init__(self):
with tempfile.NamedTemporaryFile(delete=False, suffix='.aig') as file:
self.aig = file.name
with tempfile.NamedTemporaryFile(delete=False, suffix='.log') as file:
self.log = file.name
pyabc.run_command(r'write_status %s'%self.log)
pyabc.run_command(r'write_aiger %s'%self.aig)
def __del__(self):
os.unlink( self.aig )
os.unlink( self.log )
def restore(self):
pyabc.run_command(r'read_aiger %s'%self.aig)
pyabc.run_command(r'read_status %s'%self.log)
def abc_split_all(funcs):
import pyabc
def child(f, aig, log):
res = f()
pyabc.run_command(r'write_status %s'%log)
pyabc.run_command(r'write_aiger %s'%aig)
return res
def parent(res, aig, log):
pyabc.run_command(r'read_aiger %s'%aig)
pyabc.run_command(r'read_status %s'%log)
return res
with temp_file_names( ['.aig','.log']*len(funcs) ) as tmp:
funcs = [ defer(child)(f, tmp[2*i],tmp[2*i+1]) for i,f in enumerate(funcs) ]
for i, res in split_all_full(funcs):
yield i, parent(res, tmp[2*i],tmp[2*i+1])
if __name__ == "__main__":
# define some functions to run
def f_1(i):
return i+1
def f_2(i,j):
return i*10+j+1
def f_3(i,j,k):
return i*100+j*10+k+1
# Construct a tuple of the function and arguments for each function
t_1 = (f_1, [1])
t_2 = (f_2, [1,2])
t_3 = (f_3, [1,2,3])
# Create a list containing these tuples:
funcs = [t_1, t_2, t_3]
# Use the function split_all() to run these functions in separate processes:
for res in split_all(funcs):
print res
# Alternatively, quit after the first process returns:
for res in split_all(funcs):
print res
break
# For operations with ABC that save and restore status
import pyabc
def abc_f(truth):
import os
print "pid=%d, abc_f(%s)"%(os.getpid(), truth)
pyabc.run_command('read_truth %s'%truth)
pyabc.run_command('strash')
return 100
funcs = [
defer(abc_f)("1000"),
defer(abc_f)("0001")
]
best = None
for i, res in abc_split_all(funcs):
print i, res
if best is None:\
# save state
best = abc_state()
pyabc.run_command('write_verilog /dev/stdout')
# if there is a saved state, restore it
if best is not None:
best.restore()
pyabc.run_command('write_verilog /dev/stdout')
......@@ -62,5 +62,5 @@ setup(
name='pyabc',
version='1.0',
ext_modules=[ext],
py_modules=['pyabc']
py_modules=['pyabc','getch','pyabc_split','redirect']
)
Markdown is supported
0% or
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment