diff --git a/zipline/utils/test_utils.py b/zipline/utils/test_utils.py
index 7cd064e3..1a34141e 100644
--- a/zipline/utils/test_utils.py
+++ b/zipline/utils/test_utils.py
@@ -1,5 +1,7 @@
 from contextlib import contextmanager
+from functools import wraps
 from itertools import (
+    count,
     product,
 )
 import operator
@@ -12,9 +14,7 @@ from logbook import FileHandler
 from mock import patch
 from numpy.testing import assert_allclose, assert_array_equal
 import pandas as pd
-from six import (
-    itervalues,
-)
+from six import itervalues
 from six.moves import filter
 from sqlalchemy import create_engine
 
@@ -402,3 +402,86 @@ class tmp_asset_finder(tmp_assets_db):
     """
     def __enter__(self):
         return AssetFinder(super(tmp_asset_finder, self).__enter__())
+
+
+class SubTestFailures(AssertionError):
+    def __init__(self, *failures):
+        self.failures = failures
+
+    def __str__(self):
+        return 'failures:\n  %s' % '\n  '.join(
+            '\n    '.join((
+                ', '.join('%s=%r' % item for item in scope.items()),
+                '%s: %s' % (type(exc).__name__, exc),
+            )) for scope, exc in self.failures,
+        )
+
+
+def subtest(iterator, *_names):
+    """Construct a subtest in a unittest.
+
+    This works by decorating a function as a subtest. The test will be run
+    by iterating over the ``iterator`` and *unpacking the values into the
+    function. If any of the runs fail, the result will be put into a set and
+    the rest of the tests will be run. Finally, if any failed, all of the
+    results will be dumped as one failure.
+
+    Paramaters
+    ----------
+    iterator : iterable[iterable]
+        The iterator of arguments to pass to the function.
+    *name : iterator[str]
+        The names to use for each element of ``iterator``. These will be used
+        to print the scope when a test fails. If not provided, it will use the
+        integer index of the value as the name.
+
+    Examples
+    --------
+
+    ::
+
+       class MyTest(TestCase):
+           def test_thing(self):
+               # Example usage inside another test.
+               @subtest(([n] for n in range(100000)), 'n')
+               def subtest(n):
+                   self.assertEqual(n % 2, 0, 'n what not even')
+               subtest()
+
+           @subtest(([n] for n in range(100000)), 'n')
+           def test_decorated_function(self, n):
+               # Example usage to paramaterize an entire function.
+               self.assertEqual(n % 2, 1, 'n what not odd')
+
+    Notes
+    -----
+    We use this when we:
+
+    * Will never want to run each parameter individually.
+    * Have a large parameter space we are testing
+      (see tests/utils/test_events.py).
+
+    ``nose_paramaterized.expand`` will create a test for each parameter
+    combination which bloats the test output and makes the travis pages slow.
+
+    We cannot use ``unittest2.TestCase.subTest`` because nose, pytest, and
+    nose2 do not support ``addSubTest``.
+    """
+    def dec(f):
+        @wraps(f)
+        def wrapped(*args, **kwargs):
+            names = _names
+            failures = []
+            for scope in iterator:
+                scope = tuple(scope)
+                try:
+                    f(*args + scope, **kwargs)
+                except Exception as e:
+                    if not names:
+                        names = count()
+                    failures.append((dict(zip(names, scope)), e))
+            if failures:
+                raise SubTestFailures(*failures)
+
+        return wrapped
+    return dec