diff --git a/bigtable/google/cloud/bigtable/row_set.py b/bigtable/google/cloud/bigtable/row_set.py
index 0d5ae9903473..ab2f15231903 100644
--- a/bigtable/google/cloud/bigtable/row_set.py
+++ b/bigtable/google/cloud/bigtable/row_set.py
@@ -29,6 +29,27 @@ def __init__(self):
         self.row_keys = []
         self.row_ranges = []
 
+    def __eq__(self, other):
+        if not isinstance(other, self.__class__):
+            return NotImplemented
+
+        if len(other.row_keys) != len(self.row_keys):
+            return False
+
+        if len(other.row_ranges) != len(self.row_ranges):
+            return False
+
+        if not set(other.row_keys) == set(self.row_keys):
+            return False
+
+        if not set(other.row_ranges) == set(self.row_ranges):
+            return False
+
+        return True
+
+    def __ne__(self, other):
+        return not self == other
+
     def add_row_key(self, row_key):
         """Add row key to row_keys list.
 
@@ -112,6 +133,32 @@ def __init__(self, start_key=None, end_key=None,
         self.end_key = end_key
         self.end_inclusive = end_inclusive
 
+    def _key(self):
+        """A tuple key that uniquely describes this field.
+
+        Used to compute this instance's hashcode and evaluate equality.
+
+        Returns:
+            Tuple[str]: The contents of this :class:`.RowRange`.
+        """
+        return (
+            self.start_key,
+            self.start_inclusive,
+            self.end_key,
+            self.end_inclusive,
+        )
+
+    def __hash__(self):
+        return hash(self._key())
+
+    def __eq__(self, other):
+        if not isinstance(other, self.__class__):
+            return NotImplemented
+        return self._key() == other._key()
+
+    def __ne__(self, other):
+        return not self == other
+
     def get_range_kwargs(self):
         """ Convert row range object to dict which can be passed to
         google.bigtable.v2.RowRange add method.
diff --git a/bigtable/tests/unit/test_row_set.py b/bigtable/tests/unit/test_row_set.py
index 84640b616f98..990173b376c1 100644
--- a/bigtable/tests/unit/test_row_set.py
+++ b/bigtable/tests/unit/test_row_set.py
@@ -32,6 +32,115 @@ def test_constructor(self):
         self.assertEqual([], row_set.row_keys)
         self.assertEqual([], row_set.row_ranges)
 
+    def test__eq__(self):
+        row_key1 = b"row_key1"
+        row_key2 = b"row_key1"
+        row_range1 = RowRange(b"row_key4", b"row_key9")
+        row_range2 = RowRange(b"row_key4", b"row_key9")
+
+        row_set1 = self._make_one()
+        row_set2 = self._make_one()
+
+        row_set1.add_row_key(row_key1)
+        row_set2.add_row_key(row_key2)
+        row_set1.add_row_range(row_range1)
+        row_set2.add_row_range(row_range2)
+
+        self.assertEqual(row_set1, row_set2)
+
+    def test__eq__type_differ(self):
+        row_set1 = self._make_one()
+        row_set2 = object()
+        self.assertNotEqual(row_set1, row_set2)
+
+    def test__eq__len_row_keys_differ(self):
+        row_key1 = b"row_key1"
+        row_key2 = b"row_key1"
+
+        row_set1 = self._make_one()
+        row_set2 = self._make_one()
+
+        row_set1.add_row_key(row_key1)
+        row_set1.add_row_key(row_key2)
+        row_set2.add_row_key(row_key2)
+
+        self.assertNotEqual(row_set1, row_set2)
+
+    def test__eq__len_row_ranges_differ(self):
+        row_range1 = RowRange(b"row_key4", b"row_key9")
+        row_range2 = RowRange(b"row_key4", b"row_key9")
+
+        row_set1 = self._make_one()
+        row_set2 = self._make_one()
+
+        row_set1.add_row_range(row_range1)
+        row_set1.add_row_range(row_range2)
+        row_set2.add_row_range(row_range2)
+
+        self.assertNotEqual(row_set1, row_set2)
+
+    def test__eq__row_keys_differ(self):
+        row_set1 = self._make_one()
+        row_set2 = self._make_one()
+
+        row_set1.add_row_key(b"row_key1")
+        row_set1.add_row_key(b"row_key2")
+        row_set1.add_row_key(b"row_key3")
+        row_set2.add_row_key(b"row_key1")
+        row_set2.add_row_key(b"row_key2")
+        row_set2.add_row_key(b"row_key4")
+
+        self.assertNotEqual(row_set1, row_set2)
+
+    def test__eq__row_ranges_differ(self):
+        row_range1 = RowRange(b"row_key4", b"row_key9")
+        row_range2 = RowRange(b"row_key14", b"row_key19")
+        row_range3 = RowRange(b"row_key24", b"row_key29")
+
+        row_set1 = self._make_one()
+        row_set2 = self._make_one()
+
+        row_set1.add_row_range(row_range1)
+        row_set1.add_row_range(row_range2)
+        row_set1.add_row_range(row_range3)
+        row_set2.add_row_range(row_range1)
+        row_set2.add_row_range(row_range2)
+
+        self.assertNotEqual(row_set1, row_set2)
+
+    def test__ne__(self):
+        row_key1 = b"row_key1"
+        row_key2 = b"row_key1"
+        row_range1 = RowRange(b"row_key4", b"row_key9")
+        row_range2 = RowRange(b"row_key5", b"row_key9")
+
+        row_set1 = self._make_one()
+        row_set2 = self._make_one()
+
+        row_set1.add_row_key(row_key1)
+        row_set2.add_row_key(row_key2)
+        row_set1.add_row_range(row_range1)
+        row_set2.add_row_range(row_range2)
+
+        self.assertNotEqual(row_set1, row_set2)
+
+    def test__ne__same_value(self):
+        row_key1 = b"row_key1"
+        row_key2 = b"row_key1"
+        row_range1 = RowRange(b"row_key4", b"row_key9")
+        row_range2 = RowRange(b"row_key4", b"row_key9")
+
+        row_set1 = self._make_one()
+        row_set2 = self._make_one()
+
+        row_set1.add_row_key(row_key1)
+        row_set2.add_row_key(row_key2)
+        row_set1.add_row_range(row_range1)
+        row_set2.add_row_range(row_range2)
+
+        comparison_val = (row_set1 != row_set2)
+        self.assertFalse(comparison_val)
+
     def test_add_row_key(self):
         row_set = self._make_one()
         row_set.add_row_key("row_key1")
@@ -92,6 +201,56 @@ def test_constructor(self):
         self.assertTrue(row_range.start_inclusive)
         self.assertFalse(row_range.end_inclusive)
 
+    def test___hash__set_equality(self):
+        row_range1 = self._make_one('row_key1', 'row_key9')
+        row_range2 = self._make_one('row_key1', 'row_key9')
+        set_one = {row_range1, row_range2}
+        set_two = {row_range1, row_range2}
+        self.assertEqual(set_one, set_two)
+
+    def test___hash__not_equals(self):
+        row_range1 = self._make_one('row_key1', 'row_key9')
+        row_range2 = self._make_one('row_key1', 'row_key19')
+        set_one = {row_range1}
+        set_two = {row_range2}
+        self.assertNotEqual(set_one, set_two)
+
+    def test__eq__(self):
+        start_key = b"row_key1"
+        end_key = b"row_key9"
+        row_range1 = self._make_one(start_key, end_key,
+                                    True, False)
+        row_range2 = self._make_one(start_key, end_key,
+                                    True, False)
+        self.assertEqual(row_range1, row_range2)
+
+    def test___eq__type_differ(self):
+        start_key = b"row_key1"
+        end_key = b"row_key9"
+        row_range1 = self._make_one(start_key, end_key,
+                                    True, False)
+        row_range2 = object()
+        self.assertNotEqual(row_range1, row_range2)
+
+    def test__ne__(self):
+        start_key = b"row_key1"
+        end_key = b"row_key9"
+        row_range1 = self._make_one(start_key, end_key,
+                                    True, False)
+        row_range2 = self._make_one(start_key, end_key,
+                                    False, True)
+        self.assertNotEqual(row_range1, row_range2)
+
+    def test__ne__same_value(self):
+        start_key = b"row_key1"
+        end_key = b"row_key9"
+        row_range1 = self._make_one(start_key, end_key,
+                                    True, False)
+        row_range2 = self._make_one(start_key, end_key,
+                                    True, False)
+        comparison_val = (row_range1 != row_range2)
+        self.assertFalse(comparison_val)
+
     def test_get_range_kwargs_closed_open(self):
         start_key = b"row_key1"
         end_key = b"row_key9"