bpo-27144: concurrent.futures as_complete and map iterators do not keep reference to returned object (#1560)

* bpo-27144: concurrent.futures as_complie and map iterators do not keep
reference to returned object

* Some nits.  Improve wordings in docstrings and comments, and avoid relying on
sys.getrefcount() in tests.
diff --git a/Lib/concurrent/futures/_base.py b/Lib/concurrent/futures/_base.py
index 295489c..88521ae 100644
--- a/Lib/concurrent/futures/_base.py
+++ b/Lib/concurrent/futures/_base.py
@@ -170,6 +170,20 @@
 
     return waiter
 
+
+def _yield_and_decref(fs, ref_collect):
+    """
+    Iterate on the list *fs*, yielding objects one by one in reverse order.
+    Before yielding an object, it is removed from each set in
+    the collection of sets *ref_collect*.
+    """
+    while fs:
+        for futures_set in ref_collect:
+            futures_set.remove(fs[-1])
+        # Careful not to keep a reference to the popped value
+        yield fs.pop()
+
+
 def as_completed(fs, timeout=None):
     """An iterator over the given futures that yields each as it completes.
 
@@ -191,6 +205,8 @@
     if timeout is not None:
         end_time = timeout + time.time()
 
+    total_futures = len(fs)
+
     fs = set(fs)
     with _AcquireFutures(fs):
         finished = set(
@@ -198,9 +214,9 @@
                 if f._state in [CANCELLED_AND_NOTIFIED, FINISHED])
         pending = fs - finished
         waiter = _create_and_install_waiters(fs, _AS_COMPLETED)
-
+    finished = list(finished)
     try:
-        yield from finished
+        yield from _yield_and_decref(finished, ref_collect=(fs,))
 
         while pending:
             if timeout is None:
@@ -210,7 +226,7 @@
                 if wait_timeout < 0:
                     raise TimeoutError(
                             '%d (of %d) futures unfinished' % (
-                            len(pending), len(fs)))
+                            len(pending), total_futures))
 
             waiter.event.wait(wait_timeout)
 
@@ -219,9 +235,9 @@
                 waiter.finished_futures = []
                 waiter.event.clear()
 
-            for future in finished:
-                yield future
-                pending.remove(future)
+            # reverse to keep finishing order
+            finished.reverse()
+            yield from _yield_and_decref(finished, ref_collect=(fs, pending))
 
     finally:
         for f in fs:
@@ -551,11 +567,14 @@
         # before the first iterator value is required.
         def result_iterator():
             try:
-                for future in fs:
+                # reverse to keep finishing order
+                fs.reverse()
+                while fs:
+                    # Careful not to keep a reference to the popped future
                     if timeout is None:
-                        yield future.result()
+                        yield fs.pop().result()
                     else:
-                        yield future.result(end_time - time.time())
+                        yield fs.pop().result(end_time - time.time())
             finally:
                 for future in fs:
                     future.cancel()
diff --git a/Lib/concurrent/futures/process.py b/Lib/concurrent/futures/process.py
index 8f1d714..03b28ab 100644
--- a/Lib/concurrent/futures/process.py
+++ b/Lib/concurrent/futures/process.py
@@ -357,6 +357,18 @@
     raise NotImplementedError(_system_limited)
 
 
+def _chain_from_iterable_of_lists(iterable):
+    """
+    Specialized implementation of itertools.chain.from_iterable.
+    Each item in *iterable* should be a list.  This function is
+    careful not to keep references to yielded objects.
+    """
+    for element in iterable:
+        element.reverse()
+        while element:
+            yield element.pop()
+
+
 class BrokenProcessPool(RuntimeError):
     """
     Raised when a process in a ProcessPoolExecutor terminated abruptly
@@ -482,7 +494,7 @@
         results = super().map(partial(_process_chunk, fn),
                               _get_chunks(*iterables, chunksize=chunksize),
                               timeout=timeout)
-        return itertools.chain.from_iterable(results)
+        return _chain_from_iterable_of_lists(results)
 
     def shutdown(self, wait=True):
         with self._shutdown_lock: