diff --git a/sdks/python/apache_beam/io/gcp/datastore/v1new/query_splitter.py b/sdks/python/apache_beam/io/gcp/datastore/v1new/query_splitter.py
index 4f8be839df67..f1420fdcf653 100644
--- a/sdks/python/apache_beam/io/gcp/datastore/v1new/query_splitter.py
+++ b/sdks/python/apache_beam/io/gcp/datastore/v1new/query_splitter.py
@@ -27,6 +27,7 @@
 from builtins import round
 
 from apache_beam.io.gcp.datastore.v1new import types
+from apache_beam.options.value_provider import ValueProvider
 
 __all__ = ['QuerySplitterError', 'SplitNotPossibleError', 'get_splits']
 
@@ -104,7 +105,11 @@ def validate_split(query):
     raise SplitNotPossibleError('Query cannot have a limit set.')
 
   for filter in query.filters:
-    if filter[1] in ['<', '<=', '>', '>=']:
+    if isinstance(filter[1], ValueProvider):
+      filter_operator = filter[1].get()
+    else:
+      filter_operator = filter[1]
+    if filter_operator in ['<', '<=', '>', '>=']:
       raise SplitNotPossibleError('Query cannot have any inequality filters.')
 
 
diff --git a/sdks/python/apache_beam/io/gcp/datastore/v1new/types.py b/sdks/python/apache_beam/io/gcp/datastore/v1new/types.py
index c80fe0486b27..b89425c69f0a 100644
--- a/sdks/python/apache_beam/io/gcp/datastore/v1new/types.py
+++ b/sdks/python/apache_beam/io/gcp/datastore/v1new/types.py
@@ -29,6 +29,8 @@
 from google.cloud.datastore import key
 from google.cloud.datastore import query
 
+from apache_beam.options.value_provider import ValueProvider
+
 __all__ = ['Query', 'Key', 'Entity']
 
 
@@ -44,8 +46,11 @@ def __init__(self, kind=None, project=None, namespace=None, ancestor=None,
       ancestor: (:class:`~apache_beam.io.gcp.datastore.v1new.types.Key`)
         (Optional) key of the ancestor to which this query's results are
         restricted.
-      filters: (sequence of tuple[str, str, str]) Property filters applied by
-        this query. The sequence is ``(property_name, operator, value)``.
+      filters: (sequence of tuple[str, str, str],
+        sequence of
+        tuple[ValueProvider(str), ValueProvider(str), ValueProvider(str)])
+        Property filters applied by this query.
+        The sequence is ``(property_name, operator, value)``.
       projection: (sequence of string) fields returned as part of query results.
       order: (sequence of string) field names used to order query results.
         Prepend ``-`` to a field name to sort it in descending order.
@@ -75,12 +80,39 @@ def _to_client_query(self, client):
     ancestor_client_key = None
     if self.ancestor is not None:
       ancestor_client_key = self.ancestor.to_client_key()
+
+    self.filters = self._set_runtime_filters()
+
     return query.Query(
         client, kind=self.kind, project=self.project, namespace=self.namespace,
         ancestor=ancestor_client_key, filters=self.filters,
         projection=self.projection, order=self.order,
         distinct_on=self.distinct_on)
 
+  def _set_runtime_filters(self):
+    """
+    Extracts values from ValueProviders in `self.filters` if available
+    :param filters: sequence of tuple[str, str, str] or
+    sequence of tuple[ValueProvider, ValueProvider, ValueProvider]
+    :return: tuple[str, str, str]
+    """
+    runtime_filters = []
+    if not all(len(filter_tuple) == 3 for filter_tuple in self.filters):
+      raise TypeError('%s: filters must be a sequence of tuple with length=3'
+                      ' got %r instead'
+                      % (self.__class__.__name__, self.filters))
+
+    for filter_type, filter_operator, filter_value in self.filters:
+      if isinstance(filter_type, ValueProvider):
+        filter_type = filter_type.get()
+      if isinstance(filter_operator, ValueProvider):
+        filter_operator = filter_operator.get()
+      if isinstance(filter_value, ValueProvider):
+        filter_value = filter_value.get()
+      runtime_filters.append((filter_type, filter_operator, filter_value))
+
+    return runtime_filters or ()
+
   def clone(self):
     return copy.copy(self)
 
diff --git a/sdks/python/apache_beam/io/gcp/datastore/v1new/types_test.py b/sdks/python/apache_beam/io/gcp/datastore/v1new/types_test.py
index 7ba82c546b1c..17cb0cc95d1f 100644
--- a/sdks/python/apache_beam/io/gcp/datastore/v1new/types_test.py
+++ b/sdks/python/apache_beam/io/gcp/datastore/v1new/types_test.py
@@ -30,6 +30,7 @@
   from apache_beam.io.gcp.datastore.v1new.types import Entity
   from apache_beam.io.gcp.datastore.v1new.types import Key
   from apache_beam.io.gcp.datastore.v1new.types import Query
+  from apache_beam.options.value_provider import StaticValueProvider
 # TODO(BEAM-4543): Remove TypeError once googledatastore dependency is removed.
 except (ImportError, TypeError):
   client = None
@@ -134,6 +135,31 @@ def testQuery(self):
 
     logging.info('query: %s', q)  # Test __repr__()
 
+  def testValueProviderFilters(self):
+    self.vp_filters = [
+        [(
+            StaticValueProvider(str, 'property_name'),
+            StaticValueProvider(str, '='),
+            StaticValueProvider(str, 'value'))],
+        [(
+            StaticValueProvider(str, 'property_name'),
+            StaticValueProvider(str, '='),
+            StaticValueProvider(str, 'value')),
+         ('property_name', '=', 'value')],
+    ]
+    self.expected_filters = [[('property_name', '=', 'value')],
+                             [('property_name', '=', 'value'),
+                              ('property_name', '=', 'value')],
+                            ]
+
+    for vp_filter, exp_filter in zip(self.vp_filters, self.expected_filters):
+      q = Query(kind='kind', project=self._PROJECT, namespace=self._NAMESPACE,
+                filters=vp_filter)
+      cq = q._to_client_query(self._test_client)
+      self.assertEqual(exp_filter, cq.filters)
+
+      logging.info('query: %s', q)  # Test __repr__()
+
   def testQueryEmptyNamespace(self):
     # Test that we can pass a namespace of None.
     self._test_client.namespace = None