from __future__ import generators execfile("static.py") import os, stat, types ####################################################################### # # lazy - Define some lazy data structures and functions acting on them # class Iter: """Hold static methods for the manipulation of lazy iterators""" def filter(predicate, iterator): """Like filter in a lazy functional programming language""" for i in iterator: if predicate(i): yield i def map(function, iterator): """Like map in a lazy functional programming language""" for i in iterator: yield function(i) def foreach(function, iterator): """Run function on each element in iterator""" for i in iterator: function(i) def cat(*iters): """Lazily concatenate iterators""" for iter in iters: for i in iter: yield i def cat2(iter_of_iters): """Lazily concatenate iterators, iterated by big iterator""" for iter in iter_of_iters: for i in iter: yield i def empty(iter): """True if iterator has length 0""" for i in iter: return None return 1 def equal(iter1, iter2, verbose = None, operator = lambda x, y: x == y): """True if iterator 1 has same elements as iterator 2 Use equality operator, or == if it is unspecified. """ for i1 in iter1: try: i2 = iter2.next() except StopIteration: if verbose: print "End when i1 = %s" % i1 return None if not operator(i1, i2): if verbose: print "%s not equal to %s" % (i1, i2) return None try: i2 = iter2.next() except StopIteration: return 1 if verbose: print "End when i2 = %s" % i2 return None def Or(iter): """True if any element in iterator is true. Short circuiting""" i = None for i in iter: if i: return i return i def And(iter): """True if all elements in iterator are true. Short circuiting""" i = 1 for i in iter: if not i: return i return i def len(iter): """Return length of iterator""" i = 0 while 1: try: iter.next() except StopIteration: return i i = i+1 def foldr(f, default, iter): """foldr the "fundamental list recursion operator"?""" try: next = iter.next() except StopIteration: return default return f(next, Iter.foldr(f, default, iter)) def foldl(f, default, iter): """the fundamental list iteration operator..""" while 1: try: next = iter.next() except StopIteration: return default default = f(default, next) def multiplex(iter, num_of_forks, final_func = None, closing_func = None): """Split a single iterater into a number of streams The return val will be a list with length num_of_forks, each of which will be an iterator like iter. final_func is the function that will be called on each element in iter just as it is being removed from the buffer. closing_func is called when all the streams are finished. """ if num_of_forks == 2 and not final_func and not closing_func: im2 = IterMultiplex2(iter) return (im2.yielda(), im2.yieldb()) if not final_func: final_func = lambda i: None if not closing_func: closing_func = lambda: None # buffer is a list of elements that some iterators need and others # don't buffer = [] # buffer[forkposition[i]] is the next element yieled by iterator # i. If it is -1, yield from the original iter starting_forkposition = [-1] * num_of_forks forkposition = starting_forkposition[:] called_closing_func = [None] def get_next(fork_num): """Return the next element requested by fork_num""" if forkposition[fork_num] == -1: try: buffer.insert(0, iter.next()) except StopIteration: # call closing_func if necessary if (forkposition == starting_forkposition and not called_closing_func[0]): closing_func() called_closing_func[0] = None raise StopIteration for i in range(num_of_forks): forkposition[i] += 1 return_val = buffer[forkposition[fork_num]] forkposition[fork_num] -= 1 blen = len(buffer) if not (blen-1) in forkposition: # Last position in buffer no longer needed assert forkposition[fork_num] == blen-2 final_func(buffer[blen-1]) del buffer[blen-1] return return_val def make_iterator(fork_num): while(1): yield get_next(fork_num) return tuple(map(make_iterator, range(num_of_forks))) MakeStatic(Iter) class IterMultiplex2: """Multiplex an iterator into 2 parts This is a special optimized case of the Iter.multiplex function, used when there is no closing_func or final_func, and we only want to split it into 2. By profiling, this is a time sensitive class. """ def __init__(self, iter): self.a_leading_by = 0 # How many places a is ahead of b self.buffer = [] self.iter = iter def yielda(self): """Return first iterator""" buf, iter = self.buffer, self.iter while(1): if self.a_leading_by >= 0: # a is in front, add new element elem = iter.next() # exception will be passed buf.append(elem) else: elem = buf.pop(0) # b is in front, subtract an element self.a_leading_by += 1 yield elem def yieldb(self): """Return second iterator""" buf, iter = self.buffer, self.iter while(1): if self.a_leading_by <= 0: # b is in front, add new element elem = iter.next() # exception will be passed buf.append(elem) else: elem = buf.pop(0) # a is in front, subtract an element self.a_leading_by -= 1 yield elem class IterTreeReducer: """Tree style reducer object for iterator The indicies of a RORPIter form a tree type structure. This class can be used on each element of an iter in sequence and the result will be as if the corresponding tree was reduced. This tries to bridge the gap between the tree nature of directories, and the iterator nature of the connection between hosts and the temporal order in which the files are processed. There are four stub functions below: start_process, end_process, branch_process, and check_for_errors. A class that subclasses this one will probably fill in these functions to do more. It is important that this class be pickable, so keep that in mind when subclassing (this is used to resume failed sessions). """ def __init__(self, *args): """ITR initializer""" self.init_args = args self.index = None self.subinstance = None self.finished = None self.caught_exception, self.start_successful = None, None def intree(self, index): """Return true if index is still in current tree""" return self.base_index == index[:len(self.base_index)] def set_subinstance(self): """Return subinstance of same type as self""" self.subinstance = self.__class__(*self.init_args) def process_w_subinstance(self, args): """Give object to subinstance, if necessary update branch_val""" if not self.subinstance: self.set_subinstance() if not self.subinstance(*args): self.branch_process(self.subinstance) self.set_subinstance() assert self.subinstance(*args) def start_process(self, *args): """Do some initial processing (stub)""" pass def end_process(self): """Do any final processing before leaving branch (stub)""" pass def branch_process(self, subinstance): """Process a branch right after it is finished (stub)""" pass def check_for_errors(self, function, *args): """start/end_process is called by this function Usually it will distinguish between two types of errors. Some are serious and will be reraised, others are caught and simply invalidate the current instance by setting self.caught_exception. """ try: return apply(function, args) except: raise def Finish(self): """Call at end of sequence to tie everything up""" if not self.start_successful or self.finished: self.caught_exception = 1 if self.caught_exception: self.log_prev_error(self.index) else: if self.subinstance: self.subinstance.Finish() self.branch_process(self.subinstance) self.check_for_errors(self.end_process) self.finished = 1 def log_prev_error(self, index): """Call function if no pending exception""" Log("Skipping %s because of previous error" % os.path.join(*index), 2) def __call__(self, *args): """Process args, where args[0] is current position in iterator Returns true if args successfully processed, false if index is not in the current tree and thus the final result is available. Also note below we set self.index after doing the necessary start processing, in case there is a crash in the middle. """ index = args[0] assert type(index) is types.TupleType, type(index) if self.index is None: self.check_for_errors(self.start_process, *args) self.start_successful = 1 self.index = self.base_index = index return 1 if index <= self.index: Log("Warning: oldindex %s >= newindex %s" % (self.index, index), 2) return 1 if not self.intree(index): self.Finish() return None if self.caught_exception: self.log_prev_error(index) else: self.process_w_subinstance(args) self.index = index return 1 class ErrorITR(IterTreeReducer): """Adds some error handling to above ITR, if ITR processes files""" def on_error(self, exc, *args): """This is run on any exception in start/end-process""" self.caught_exception = 1 if args and isinstance(args[0], tuple): filename = os.path.join(*args[0]) elif self.index: filename = os.path.join(*self.index) else: filename = "." Log("Error '%s' processing %s" % (exc, filename), 2) def check_for_errors(self, function, *args): """Catch some non-fatal errors""" return Robust.check_common_error(self.on_error, function, *args)