tvalentyn commented on a change in pull request #13175:
URL: https://github.com/apache/beam/pull/13175#discussion_r578893392



##########
File path: sdks/python/apache_beam/transforms/stats.py
##########
@@ -523,29 +805,25 @@ def __init__(
       num_buffers,  # type: int
       key=None,
       reverse=False,
-      weighted=False):
-    def _comparator(a, b):
-      if key:
-        a, b = key(a), key(b)
-
-      retval = int(a > b) - int(a < b)
-
-      if reverse:
-        return -retval
-
-      return retval
-
-    self._comparator = _comparator
-
+      weighted=False,
+      batch_input=False):
     self._num_quantiles = num_quantiles
-    self._buffer_size = buffer_size
-    self._num_buffers = num_buffers
-    if weighted:
-      self._key = (lambda x: x[0]) if key is None else (lambda x: key(x[0]))
-    else:
-      self._key = key
-    self._reverse = reverse
-    self._weighted = weighted
+    self._spec = _QuantileSpec(buffer_size, num_buffers, weighted, key, 
reverse)
+    self._batch_input = batch_input
+    if self._batch_input:
+      setattr(self, 'add_input', self._add_inputs)

Review comment:
       Thanks. Looks like this is https://github.com/python/mypy/issues/2427.




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