diff --git a/test/largish.json.cgi b/test/largish.json.cgi
index bd462c958..8c5455425 100755
--- a/test/largish.json.cgi
+++ b/test/largish.json.cgi
@@ -6,28 +6,42 @@ import sys
 
 random.seed(0)
 
-print("Content-Type: application/json")
-print()
-
 columns = [
-  ('column0', lambda: 'XXXXXXXX-XXXX-XXXX-XXXX-XXXXXXXXXXXX'),
-  ('column1', lambda: random.choice([
-    'notification-interval-longer', 'notification-interval-short', 'control'])),
-  ('column2', lambda: random.choice([True, False])),
-  ('column3', lambda: random.randint(0, 4)),
-  ('column4', lambda: random.randint(0, 4)),
-  ('column5', lambda: random.randint(0, 4)),
-  ('column6', lambda: random.randint(0, 4)),
-  ('column7', lambda: random.randint(0, 4))
+    ('column0', lambda: 'XXXXXXXX-XXXX-XXXX-XXXX-XXXXXXXXXXXX'),
+    ('column1', lambda: random.choice([
+        'notification-interval-longer', 'notification-interval-short', 'control'])),
+    ('column2', lambda: random.choice([True, False])),
+    ('column3', lambda: random.randint(0, 4)),
+    ('column4', lambda: random.randint(0, 4)),
+    ('column5', lambda: random.randint(0, 4)),
+    ('column6', lambda: random.randint(0, 4)),
+    ('column7', lambda: random.randint(0, 4))
 ]
-N_ROWS = 91746
+
+N_ROWS = 91746  # the output JSON size will be ~15 MB/10k rows
+
+
+class StreamDict(dict):
+    """
+    To serialize to JSON, we create an iterable object that inherits from a
+    known supported object type: dict.
+    """
+    def __init__(self, generator):
+        self.generator = generator
+
+    def items(self):
+        for i in range(N_ROWS):
+            yield i, self.generator()
+
+    def __len__(self):
+        return 1
+
 
 data = {}
-
 for name, generator in columns:
-    column = {}
-    for i in range(N_ROWS):
-        column[str(i)] = generator()
-    data[name] = column
+    data[name] = StreamDict(generator)
 
+
+print("Content-Type: application/json")
+print()
 json.dump(data, sys.stdout)