diff --git a/features/componentexport.py b/features/componentexport.py
new file mode 100644
index 0000000..cadb6a8
--- /dev/null
+++ b/features/componentexport.py
@@ -0,0 +1,59 @@
+# Copyright 2018 The Chromium Authors. All rights reserved.
+# Use of this source code is governed by a BSD-style
+# license that can be found in the LICENSE file or at
+# https://developers.google.com/open-source/licenses/bsd
+""" Tasks and handlers for maintaining the spam classifier model. These
+    should be run via cron and task queue rather than manually.
+"""
+from __future__ import print_function
+from __future__ import division
+from __future__ import absolute_import
+
+import cloudstorage
+import datetime
+import logging
+import webapp2
+
+from google.appengine.api import app_identity
+
+from features.generate_dataset import build_component_dataset
+from framework import cloud_tasks_helpers
+from framework import servlet
+from framework import urls
+
+
+class ComponentTrainingDataExport(webapp2.RequestHandler):
+  """Trigger a training data export task"""
+  def get(self):
+    logging.info('Training data export requested.')
+    task = {
+        'app_engine_http_request':
+            {
+                'http_method': 'GET',
+                'relative_uri': urls.COMPONENT_DATA_EXPORT_TASK,
+            }
+    }
+    cloud_tasks_helpers.create_task(task, queue='componentexport')
+
+
+class ComponentTrainingDataExportTask(servlet.Servlet):
+  """Export training data for issues and their assigned components, to be used
+     to train  a model later.
+  """
+  def get(self):
+    logging.info('Training data export initiated.')
+    bucket_name = app_identity.get_default_gcs_bucket_name()
+    logging.info('Bucket name: %s', bucket_name)
+    date_str = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S')
+
+    logging.info('Opening cloud storage')
+    gcs_file = cloudstorage.open('/' + bucket_name
+                                 + '/component_training_data/'
+                                 + date_str + '.csv',
+        content_type='text/csv', mode='w')
+
+    logging.info('GCS file opened')
+
+    gcs_file = build_component_dataset(self.services.issue, gcs_file)
+
+    gcs_file.close()