/
layouts.py
255 lines (239 loc) · 7.83 KB
/
layouts.py
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# -*- coding: utf-8 -*-
"""
Created on Sat Nov 28 18:39:30 2020
@author: dilip
"""
import dash_core_components as dcc
import dash_html_components as html
import pandas as pd
import os
from datetime import date
import json
file_path = os.getcwd()
df = pd.read_csv(file_path+os.sep+'output_df.csv', index_col=0, parse_dates=True, low_memory=False)
years = df.year.unique()
current_year = date.today().year
years = [ year for year in years if (year > 2010) & (year <= current_year) ]
years = sorted (years)
genres_list=sorted(df.genres.str.split(',').explode().unique())
genres_list= [ genre for genre in genres_list if "\\N" not in genre ]
print (genres_list)
tab_style = {
"borderBottom": "1px solid #d6d6d6",
"padding": "2px",
"fontWeight": "bold",
"verticalAlign": "middle",
"fontSize": 14,
}
tab_selected_style = {
"borderTop": "1px solid #d6d6d6",
"borderBottom": "1px solid #d6d6d6",
"backgroundColor": "black",
"color": "white",
"padding": "10px",
"fontSize": 20,
}
def get_marks(years):
year_marks = {}
for year in years:
year_dict = {}
year_style = {}
year_dict['label'] = str(year)
year_style['color'] = 'white'
year_dict['style'] = year_style
year_marks[int(year)] = {}
year_marks[int(year)] = year_dict
return year_marks
def get_genres(genres):
genre_list = []
for genre in genres:
genre_dict = {}
genre_dict['label'] = genre
genre_dict['value'] = genre
genre_list.append(genre_dict)
print (genre_list)
return genre_list
input = html.Div([
html.H6('Release Year:',
style={
"display": "inline-block",
"margin": "0px",
"color": "white",
"lineHeight": "0.1",
},),
dcc.RangeSlider(
id='year-slider',
min=years[0],
max=years[-1],
step=1,
value=[years[-2], years[-1]],
marks = get_marks(years),
),
html.H6('Genres:',
style={
"display": "inline-block",
"margin": "0px",
"color": "white",
"lineHeight": "0.1",
},),
dcc.Dropdown(
id='genres',
options=get_genres(genres_list),
value=["Action"],
multi=True,
),
html.H6('Ratings:',
style={
"display": "inline-block",
"margin": "0px",
"color": "white",
"lineHeight": "0.1",
},),
dcc.RadioItems(
id='ratings',
options=[
{'label': 'IMDB', 'value': 'IMDB'},
{'label': 'Rotten Tomatoes', 'value': 'RT'},
{'label': 'Metacritic', 'value': 'MC'}
],
value='IMDB',
style={
"display": "inline-block",
"margin": "0px",
"color": "white",
"lineHeight": "0.1",
},
labelStyle={'display': 'inline-block'})
])
footer = html.Div(
className="footer",
children=[
html.Div(
[
html.Div(
[
html.H3(
"Created by ",
style={
"display": "inline-block",
"margin": "0px",
"color": "white",
"lineHeight": "0.1",
},
),
html.A(
html.Img(
src="assets/images/dilip.png",
alt="author",
style={
"height": "10%",
"width": "3.75%",
"display": "inline-block",
"borderRadius": "50%",
"margin": "10px",
},
),
href="https://www.linkedin.com/in/dilip-j-1506bb3/",
style={"verticalAlign": "middle"},
),
],
),
html.H3(
"Source code available on ",
style={
"display": "inline-block",
"margin": "0px",
"color": "white",
"lineHeight": "0.1",
},
),
html.A(
html.Img(
src="assets/images/github.png",
alt="github",
className="git-image",
style={
"height": "10%",
"width": "7%",
"display": "inline-block",
},
),
href="https://github.com/dilipjagannathan/MovieProject",
className="git-code",
style={"verticalAlign": "middle"},
),
],
),
],
style={"textAlign": "center"},
)
layout = html.Div(
[
html.H1(
"Movie Dashboard",
style={
"textAlign": "center",
"color": "white",
#"background": "yellow"
},
),
input,
dcc.Tabs(
id="all-tabs-inline",
className="all-tabs-inline",
value="about-tab",
children=[
dcc.Tab(
label="About",
value="about-tab",
style=tab_style,
selected_style=tab_selected_style,
),
dcc.Tab(
label="Top 20 movies",
value="top20-tab",
style=tab_style,
selected_style=tab_selected_style,
),
dcc.Tab(
label="Plot of 20 movies by User Ratings",
value="plotratings-tab",
style=tab_style,
selected_style=tab_selected_style,
),
dcc.Tab(
label="Plot of 20 movies by User Count",
value="plot-tab",
style=tab_style,
selected_style=tab_selected_style,
),
dcc.Tab(
label="Results",
value="results-tab",
style=tab_style,
selected_style=tab_selected_style,
),
],
colors={
"border": "yellow",
"primary": "red",
"background": "orange",
},
),
html.Div(id="movie-output"), # Tab output
html.Div(footer),
html.Div(
children=[
dcc.Markdown('''
#### Primary Data Sources:
[IMDB](https://www.imdb.com/)
[Rotten Tomato](https://www.rottentomatoes.com)
[Metacritic](http://www.metacritic.com)
'''
)
],
style={"textAlign": "center", "background": "orange"},
),
],
style={"background": "black"},
)