Refactoring...

application/config.py

@@ -16,5 +16,5 @@ def create_app(**kwargs):
         bokeh_resources = str(pathlib.Path(root, 'static', 'bokeh_templates'))
     else:
         app = flask.Flask(import_name=__name__, **kwargs)
-        bokeh_resources = str(pathlib.Path('static', 'bokeh_templates'))
+        bokeh_resources = str(pathlib.Path('application', 'static', 'bokeh_templates'))
     return app, bokeh_resources

application/templates/index.html

@@ -65,4 +65,3 @@ <h2>3. Visualizing</h2>
   </form>
 </div>
 {% endblock %}
-

application/utils.py

@@ -9,6 +9,7 @@
 import bokeh.models
 import bokeh.layouts
 import lda
+import pandas as pd
 import threading
 import lxml
 import queue
@@ -65,8 +66,6 @@ def remove_markup(content):
         text = '\n'.join(text)
         text = re.sub('  ', '', text)
         text = re.sub('    ', '', text)
-        text = re.sub('\n{1,6}', '', text)
-        text = re.sub('\n{1,6}', '\n', text)
         text = re.sub('\n{1,6}', '\n', text)
         text = re.sub('\n \n', '\n', text)
         text = re.sub('\t\n', '', text)

application/web.py

@@ -52,8 +52,7 @@ def stream_template(template_name, **context):
         app.update_template_context(context)
         t = app.jinja_env.get_template(template_name)
         return t.stream(context)
-
-    stream = flask.stream_with_context(application.modeling.create_model(TEMPDIR))
+    stream = flask.stream_with_context(application.modeling.create_model(TEMPDIR, bokeh_resources))
     return flask.Response(stream_template('modeling.html', info=stream))
 
 
@@ -62,7 +61,7 @@ def model():
     """
     Loads the dumped data, deletes the tempdir, and renders the model page.
     """
-    data = utils.load_data(TEMPDIR)
+    data = application.utils.load_data(TEMPDIR)
     shutil.rmtree(TEMPDIR)
     return flask.render_template('model.html', **data)
 

topicsexplorer.py

@@ -11,7 +11,7 @@
 
 parser = argparse.ArgumentParser(description=DESCRIPTION)
 parser.add_argument('--browser', action='store_true',
-                    help="Opens the UI in the standard browser.")
+                    help="Opens the UI in your standard browser.")
 
 args = vars(parser.parse_args())