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elem.py
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from dash import Dash, html, dcc
from dash.dependencies import Input, Output, State
import dash_bootstrap_components as dbc
from const import *
from data import *
from elem import *
from help import *
import pandas as pd
import plotly.express as px
def get_content(sender, receiver):
if not sender or not receiver:
return get_contentHome()
stats = parse_dms(sender, receiver)
receiver_name = receiver.split('.')[0]
content = html.Div([
dbc.Row(
[
dbc.Col([
dbc.Row([
html.Div(get_generalStats(stats, sender, receiver_name)),
html.Div(get_wordCloud(stats))
]),
], width=4),
dbc.Col([
dbc.Row([
html.Div(get_cardDims(get_placeholderTitle(sender, receiver), 25, 5, CREAM)),
html.Div(get_firstAndLast(stats)),
html.Div(get_specificStats(stats, sender, receiver_name))
]),
], width=4),
dbc.Col([
dbc.Row([
html.Div(get_importantInfo(stats, sender, receiver_name)),
html.Div(get_miscInfo(stats, sender, receiver_name))
]),
], width=4)
],
style={"padding": "1rem 2rem 1rem 2rem"}
)
], style=STYLE_CONTENT)
return content
def get_contentHome():
content = html.Div(
dbc.Container(
[
html.H1("Celebrating your Conversations", className="display-3"),
html.P(
"With messages wrapped, rediscover, commemorate, and share a year's worth of friends, memories, and love",
className="lead",
),
html.Div(html.Hr(className="my-2"), style={"width":"80rem"}),
html.Video(
controls = True,
id = 'movie_player',
src = "https://www.youtube.com/watch?v=gPtn6hD7o8g",
autoPlay=True,
style={"width":"80rem"}
),
html.Br(),
html.Br(),
dbc.Row([
dbc.Col(
html.H3(
"To begin, simply choose a platform, enter your username, and begin exploring..."
),
width=9
),
dbc.Col( html.H5(
dcc.Link(dbc.Button("Check us Out (DevPost)", external_link="https://google.com", color="primary"), href="https://google.com"), className="lead"
), width=3),
]),
],
fluid=True,
className="py-3",
),
style=STYLE_JUMBO
)
return content
# 01 - General stats (num messages, days talked, messages each)
def get_generalStats(stats, sender, receiver):
# print(f"Showing history of: {sender} and {receiver}\n")
# print(f"Total messages sent: {stats['messages_total']}")
# print(f" Sent by {sender}: {stats['total_metrics']['message_count_p1']}")
# print(f" Sent by {receiver}: {stats['total_metrics']['message_count_p2']}\n")
# print(f"Days of talking: {num_days(ms_time(stats['first_n_last']['message_last_time']), ms_time(stats['first_n_last']['message_first_time']))}")
content = html.Div([
html.H3("Let's start with a quick recap...", style={"color":WHITE}),
html.Br(),
dbc.Row([
dbc.Col([
dbc.Badge(html.Div(html.H3(f"{stats['total_metrics']['message_count_p1']}"), style={"padding":"1px 5px 1px 5px"}), color="danger")
], width=3),
dbc.Col([
html.H5(f"Messages sent by {sender}", style={"color":WHITE}),
], width=9)
], justify="center", align="center", style={"padding":"1rem"}),
dbc.Row([
dbc.Col([
dbc.Badge(html.Div(html.H3(f"{stats['total_metrics']['message_count_p2']}"), style={"padding":"1px 5px 1px 5px"}), color="success")
], width=3),
dbc.Col([
html.H5(f"Messages sent by {receiver}", style={"color":WHITE}),
], width=9)
], justify="center", align="center", style={"padding":"1rem"}),
dbc.Row([
dbc.Col([
html.H5(f"Time flies when we're together", style={"color":WHITE})
], width=8),
dbc.Col([
dbc.Badge(html.Div(html.H3(f"{num_days(ms_time(stats['first_n_last']['message_last_time']), ms_time(stats['first_n_last']['message_first_time']))} days"), style={"padding":"1px 5px 1px 5px"}), color="warning")
], width=4),
], justify="center", align="center", style={"padding":"1rem"})
])
return get_cardDims(content, 25, 22)
# 02 - As the name states, get word cloud + add trigrams
def get_wordCloud(stats):
nlp_analyzer = NLPAnalysis(stats["text_strings"]["raw_text_p1"], stats["text_strings"]["raw_text_p2"])
fdist = nlp_analyzer.returnCloud()
print(fdist)
top_words = []
#for word in fdist.most_
tri1, tri2 = nlp_analyzer.return_twoTrigrams()
tri1 = " ".join(tri1[0])
tri2 = " ".join(tri2[0])
content = html.Div([
html.H3("Words which defined you two...", style={"color":WHITE}),
html.Br(),
html.Div(html.Img(src=CLOUD_PATH, style={"width":"100%"})),
dbc.Row([
dbc.Col([
dbc.Row(dbc.Badge(html.Div(html.H3(f"{tri1}"), style={"padding":"1px 5px 1px 5px"}), color=NAVY), style={"margin-top":"10px","margin-bottom":"15px"}),
dbc.Row(),
dbc.Row(dbc.Badge(html.Div(html.H3(f"{tri2}"), style={"padding":"1px 5px 1px 5px", "margin-top":"10px"}), color=BURNT)),
], width=12),
], justify="center", align="center", style={"padding":"1rem"})
])
return get_cardDims(content, 25, 31, CREAM)
# 03 - First and last messages
def get_firstAndLast(stats):
trunc_first = stats['first_n_last']['message_first_content'][:30] + "..."
trunc_last = stats['first_n_last']['message_last_content'][:30] + "..."
content = html.Div([
html.H3("It started with...", style={"color":WHITE}),
dbc.Row([
dbc.Col([
dbc.Badge(html.Div(html.H3(f"{trunc_first}"), style={"padding":"1px 5px 1px 5px"}), color=ROSE),
html.H6(f"Sent by {stats['first_n_last']['message_first_sender']} on {str(ms_time(stats['first_n_last']['message_first_time']))[:19]}", style={"color":CREAM, "margin-top":"5px"})
], width=12),
], justify="center", align="center", style={"padding":"1rem"}),
html.Br(),
html.H3("And grew into...", style={"color":WHITE}),
dbc.Row([
dbc.Col([
dbc.Badge(html.Div(html.H3(f"{trunc_last}"), style={"padding":"1px 5px 1px 5px"}), color=LAVENDER),
html.H6(f"Sent by {stats['first_n_last']['message_last_sender']} on {str(ms_time(stats['first_n_last']['message_last_time']))[:19]}", style={"color":CREAM, "margin-top":"5px"})
], width=12),
], justify="center", align="center", style={"padding":"1rem"})
])
return get_cardDims(content, 25, 22)
# 04 - Specific stats (avg chars, avg len, reactions)
def get_specificStats(stats, sender, receiver):
num_messages_once_p1 = []
len_messages_once_p1 = []
for msg in stats['total_metrics']['message_len_p1']:
num_messages_once_p1.append(len(msg))
len_messages_once_p1.append(sum(msg))
num_messages_once_p2 = []
len_messages_once_p2 = []
for msg in stats['total_metrics']['message_len_p2']:
num_messages_once_p2.append(len(msg))
len_messages_once_p2.append(sum(msg))
#print(f"Avg # msgs at once by {sender}: {statistics.mean(num_messages_once_p1)}")
#print(f"Avg # msgs at once by {receiver}: {statistics.mean(num_messages_once_p2)}\n")
#print(f"Avg # chars at once by {sender}: {statistics.mean(len_messages_once_p1)}")
#print(f"Avg # chars at once by {receiver}: {statistics.mean(len_messages_once_p2)}")
people = [sender, receiver]
avg_msg = [statistics.mean(num_messages_once_p1), statistics.mean(num_messages_once_p2)]
avg_char = [statistics.mean(len_messages_once_p1), statistics.mean(len_messages_once_p2)]
bar_1 = px.bar(x=people, y=avg_msg, width=215, height=300)
bar_1.update_layout(
xaxis_title=None, # Changing y-axis label
yaxis_title="Avg # Msgs at Once", # Changing y-axis label
font=dict(
family="Quicksand", # The font style
color=WHITE, # The font color
size=15 # The font size
),
plot_bgcolor="#000000",
paper_bgcolor="#000000",
)
bar_1.update_xaxes(type='category')
bar_2 = px.bar(x=people, y=avg_char, width=215, height=300)
bar_2.update_layout(
xaxis_title=None, # Changing y-axis label
yaxis_title="Avg # Chars at Once", # Changing y-axis label
font=dict(
family="Quicksand", # The font style
color=WHITE, # The font color
size=15 # The font size
),
plot_bgcolor="#000000",
paper_bgcolor="#000000",
)
bar_2.update_xaxes(type='category')
content = html.Div([
html.H3("Raising the bar...", style={"color":WHITE}),
dbc.Row([
dbc.Col([
dcc.Graph(figure=bar_1)
]),
dbc.Col([
dcc.Graph(figure=bar_2)
])
])
])
return get_cardDims(content, 25, 24, CREAM)
# 05 - Bdays, fav colors, etc (add an "unable to extract")
def get_importantInfo(stats, sender, receiver_name):
imp = ["Dec 12, 2002", "Olive", "Apple Pie", "Unable to find?", "Mar 16, 2008"]
omp = ["Jan 14, 2003", "Scarlet", "Snow Cone", "Dustmites (Dust)", "Nov 24, 2017"]
if "gisel" not in receiver_name:
imp = omp
content = html.Div([
html.H3("Some things to remember...", style={"color":WHITE}),
html.Br(),
dbc.Row([
dbc.Col([
html.H5(f"Birthday", style={"color":WHITE}),
], width=6),
dbc.Col([
dbc.Badge(html.Div(html.H3(f"{imp[0]}"), style={"padding":"1px 5px 1px 5px"}), color=RAND1)
], width=6)
], justify="center", align="center", style={"padding":"1rem"}),
dbc.Row([
dbc.Col([
html.H5(f"Favorite Color", style={"color":WHITE}),
], width=8),
dbc.Col([
dbc.Badge(html.Div(html.H3(f"{imp[1]}"), style={"padding":"1px 5px 1px 5px"}), color=RAND2)
], width=4)
], justify="center", align="center", style={"padding":"1rem"}),
dbc.Row([
dbc.Col([
html.H5(f"Favorite Food", style={"color":WHITE}),
], width=7),
dbc.Col([
dbc.Badge(html.Div(html.H3(f"{imp[2]}"), style={"padding":"1px 5px 1px 5px"}), color=RAND3)
], width=5)
], justify="center", align="center", style={"padding":"1rem"}),
dbc.Row([
dbc.Col([
html.H5(f"Allergies", style={"color":WHITE}),
], width=5),
dbc.Col([
dbc.Badge(html.Div(html.H3(f"{imp[3]}"), style={"padding":"1px 5px 1px 5px"}), color=RAND4)
], width=7)
], justify="center", align="center", style={"padding":"1rem"}),
dbc.Row([
dbc.Col([
html.H5(f"Anniversary", style={"color":WHITE}),
], width=6),
dbc.Col([
dbc.Badge(html.Div(html.H3(f"{imp[4]}"), style={"padding":"1px 5px 1px 5px"}), color=RAND5)
], width=6)
], justify="center", align="center", style={"padding":"1rem"}),
])
return get_cardDims(content, 25, 33)
# 06 - Misc corner (seen times)
def get_miscInfo(stats, sender, receiver):
sender_wait = round(abs(statistics.mean(stats['time_metrics']['time_gap_p1']) / 1000 / 60), 1)
receiver_wait = round(abs(statistics.mean(stats['time_metrics']['time_gap_p2']) / 1000 / 60), 1)
content = html.Div([
html.H3("Seen, Read, Delivered...", style={"color":WHITE}),
html.Br(),
dbc.Row([
dbc.Col(html.Div([
dbc.Badge(html.Div(html.H1(f"{sender_wait}"), style={"padding":"1px 5px 1px 5px", "font-size":"50px"}), pill=True, color="danger"),
html.Br(),
html.Br(),
html.H4(f"avg # minutes {sender} waits before responding", style={"color":WHITE})
], style={"text-align":"center"}), width=6, align="center"),
dbc.Col(html.Div([
dbc.Badge(html.Div(html.H1(f"{receiver_wait}"), style={"padding":"1px 5px 1px 5px", "font-size":"40px"}), pill=True, color="success"),
html.Br(),
html.Br(),
html.H4(f"avg # minutes {receiver} waits before responding", style={"color":WHITE})
], style={"text-align":"center"}), width=6)
], justify="center")
])
return get_cardDims(content, 25, 20, CREAM)
# ------------------------------------------------------------------------------------ #
def get_placeholderTitle(sender, receiver):
content = html.Div([
html.H1(f"{sender} + {receiver.split('.')[0]}", style={"color":WHITE, "text-align":"center", "verticalAlign":"middle", "font-size":"35px"})
])
return content
def get_cardDims(cardContent, width, height, color="info"):
width = str(width) + " rem"
height = str(height) + "rem"
content = dbc.Card([
html.Div([
cardContent
], style={"background-color":"#000000", "height":height, "padding":"1rem"}
)
], outline=True, color=color, style={"margin-bottom":"2rem"})
return content