- Make progress bar update with chunksize when using chunks.

- Catch exceptions, but not keyboard interrupts.

parfor/__init__.py

@@ -78,14 +78,14 @@ class Pickler(dill.Pickler):
                         else:
                             raise PicklingError("Can't pickle %r object: %r" %
                                                 (t.__name__, obj))
-                except:
+                except Exception:
                     rv = failed_rv
 
         # Check for string returned by reduce(), meaning "save as global"
         if isinstance(rv, str):
             try:
                 self.save_global(obj, rv)
-            except:
+            except Exception:
                 self.save_global(obj, failed_rv)
             return
 
@@ -102,7 +102,7 @@ class Pickler(dill.Pickler):
         # Save the reduce() output and finally memoize the object
         try:
             self.save_reduce(obj=obj, *rv)
-        except:
+        except Exception:
             self.save_reduce(obj=obj, *failed_rv)
 
 
@@ -143,15 +143,16 @@ class chunks():
         self.args = args
         self.A = len(args) == 1
         self.N = N
-        self.n = max(1, min(N, n))
+        self.len = max(1, min(N, n))
+        self.lengths = [((i + 1) * self.N // self.len) - (i * self.N // self.len) for i in range(self.len)]
 
     def __iter__(self):
-        for i in range(self.n):
+        for i in range(self.len):
-            p, q = (i * self.N // self.n), ((i + 1) * self.N // self.n)
+            p, q = (i * self.N // self.len), ((i + 1) * self.N // self.len)
             yield self.args[0][p:q] if self.A else [a[p:q] for a in self.args]
 
     def __len__(self):
-        return self.n
+        return self.len
 
 
 class tqdmm(tqdm):
@@ -299,6 +300,7 @@ class parpool(object):
         self.handle = 0
         self.handles = []
         self.bar = bar
+        self.barlengths = {}
         self.qbar = qbar
         if self.qbar is not None:
             self.qbar.total = 3*self.nP
@@ -352,12 +354,12 @@ class parpool(object):
                 raise Exception('Function \'{}\' cannot be executed by parfor, amend or execute in serial.'
                                 .format(fun.__name__))
             if self.bar is not None:
-                self.bar.update()
+                self.bar.update(self.barlengths.pop(i))
             self._qbar_update()
         except multiprocessing.queues.Empty:
             pass
 
-    def __call__(self, n, fun=None, args=None, kwargs=None, handle=None):
+    def __call__(self, n, fun=None, args=None, kwargs=None, handle=None, barlength=1):
         """ Add new iteration, using optional manually defined handle."""
         if self.is_alive and not self.E.is_set():
             n = dumps(n, recurse=True)
@@ -374,18 +376,20 @@ class parpool(object):
                 self.handle += 1
                 self.handles.append(handle)
                 self.Qi.put((handle, n, self.fun, self.args, self.kwargs))
+                self.barlengths[handle] = barlength
                 self._qbar_update()
                 return handle
             elif handle not in self:
                 self.handles.append(handle)
                 self.Qi.put((handle, n, self.fun, self.args, self.kwargs))
+                self.barlengths[handle] = barlength
             self._qbar_update()
 
     def _qbar_update(self):
         if self.qbar is not None:
             try:
                 self.qbar.n = self.Qi.qsize()
-            except:
+            except Exception:
                 pass
 
     def __setitem__(self, handle, n):
@@ -488,7 +492,7 @@ class parpool(object):
                     self.add_to_q((False, i, dumps(fun(dill.loads(n), *args, **kwargs), recurse=True)))
                 except multiprocessing.queues.Empty:
                     continue
-                except:
+                except Exception:
                     self.add_to_q((True, i, (n, Fun[1], Args[1], Kwargs[1], dumps(format_exc(), recurse=True))))
                     self.E.set()
             terminator = dill.loads(self.terminator)
@@ -531,16 +535,22 @@ def pmap(fun, iterable=None, args=None, kwargs=None, length=None, desc=None, bar
     kwargs = kwargs or {}
     try:
         length = len(iterable)
-    except:
+    except Exception:
         pass
     if length and length < serial:  # serial case
         return [fun(c, *args, **kwargs) for c in tqdm(iterable, total=length, desc=desc, disable=not bar)]
     else:                           # parallel case
+        chunk = isinstance(iterable, chunks)
+        if chunk:
+            length = iterable.N
         with tqdmm(total=0, desc='Task buffer', disable=not qbar, leave=False) as qbar,\
              tqdm(total=length, desc=desc, disable=not bar) as bar:
             with parpool(fun, args, kwargs, rP, nP, bar, qbar, terminator) as p:
                 length = 0
                 for i, j in enumerate(iterable):  # add work to the queue
+                    if chunk:
+                        p(j, handle=i, barlength=iterable.lengths[i])
+                    else:
                         p[i] = j
                     if bar.total is None or bar.total < i+1:
                         bar.total = i+1

setup.py

@@ -5,7 +5,7 @@ with open("README.md", "r") as fh:
 
 setuptools.setup(
     name="parfor",
-    version="2021.5.2",
+    version="2021.5.3",
     author="Wim Pomp",
     author_email="wimpomp@gmail.com",
     description="A package to mimic the use of parfor as done in Matlab.",