Merge branch 'deploy' into 'master'

Deploy

See merge request !4

Dockerfile

+FROM python:3
+
+RUN groupadd -r msx_user
+RUN useradd --create-home -r -g msx_user msx_user
+
+ENV PYTHONUNBUFFERED=1
+
+WORKDIR /app
+
+COPY ./requirements.txt /app/requirements.txt
+
+RUN pip install -r requirements.txt
+
+USER msx_user
+
+COPY scripts/download_model.py /app/scripts/download_model.py
+
+RUN python scripts/download_model.py
+
+COPY . /app
+
+ENTRYPOINT gunicorn --bind 0.0.0.0:8000 --workers 1 --timeout 360 dash_app.app:server

README.md

@@ -9,5 +9,5 @@ todo
 todo
 
 ## How to run
-To run the development server locally, execute `python run_app.py`, and 
+To run the development server locally, execute `python scripts/run_debug_server.py`, and 
 in the browser navigate to http://127.0.0.1:8050/

dash_app/app.py

@@ -15,7 +15,7 @@ external_stylesheets = [
 ]
 
 
-app = dash.Dash(name=__name__, external_stylesheets=external_stylesheets)
+app = dash.Dash(name=__name__, external_stylesheets=external_stylesheets, url_base_pathname='/msx/')
 graph = Graph()
 graph.fill_with_associations('fruit')
 cyto_graph = graph.get_graph('msx-graph')
@@ -43,6 +43,9 @@ app.layout = html.Div(children=[
 ])
 
 
+server = app.server
+
+
 @app.callback(
     Output(component_id='msx-graph', component_property='elements'),
     Input(component_id='base-word-submit', component_property='n_clicks'),

dash_app/words.py

 import gensim.downloader as api
 import stringdist as sdi
 
+
 class AssociatedWords:
 
     def __init__(self):
@@ -18,7 +19,6 @@ class AssociatedWords:
     def set_base_word(self, word):
         self.base_word = word
         self.gensim_result = self.model.most_similar(self.base_word, topn=self.N_RESULTS)
-        # self.gensim_result = [('apple', 1.0), ('banana', 1.0), ('strawberry', 1.0)]
         self.filter_results()
 
     def filter_results(self):

requirements.txt

+Brotli==1.0.9
+click==7.1.2
+dash==1.19.0
+dash-core-components==1.15.0
+dash-cytoscape==0.2.0
+dash-html-components==1.1.2
+dash-renderer==1.9.0
+dash-table==4.11.2
+Flask==1.1.2
+Flask-Compress==1.9.0
+future==0.18.2
+gensim==3.8.3
+gunicorn==20.0.4
+itsdangerous==1.1.0
+Jinja2==2.11.3
+MarkupSafe==1.1.1
+numpy==1.20.1
+plotly==4.14.3
+retrying==1.3.3
+scipy==1.6.1
+six==1.15.0
+smart-open==4.2.0
+Werkzeug==1.0.1

scripts/download_model.py

+import gensim.downloader as api
+
+
+model = api.load('glove-twitter-200')

run_app.py → scripts/run_debug_server.py

@@ -2,4 +2,4 @@ from dash_app.app import app
 
 
 if __name__ == '__main__':
-    app.run_server(debug=False)
+    app.run_server(debug=True)