first finalized images

This commit is contained in:
Márton Kónya 2022-11-26 22:02:18 +01:00
parent 6badc6da48
commit 60fda1c957
4 changed files with 85 additions and 13 deletions

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@ -6,6 +6,7 @@ from datetime import datetime
from participant import Participant
import ftfy
import analyzing
import make_final
def read_json(filename):
@ -22,7 +23,7 @@ def main():
participant_count = len(chat_data["participants"])
for i in range(participant_count):
participants.append(Participant(chat_data["participants"][i]["name"]))
participants.append(Participant(chat_data["participants"][i]["name"], chat_data["title"], chat_data["thread_type"]))
for f in file_list:
chat_data = read_json(f)
@ -46,6 +47,7 @@ def main():
analyzing.make_wordcloud(WORDS_IN_CHAT)
analyzing.make_timeline(participants)
make_final.assemble_image(participants)
if __name__ == "__main__":

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@ -8,6 +8,10 @@ import pandas as pd
import plotly.express as px
# For some reason PIL doesn't work with relative path so I have to use absolute paths
RESOURCE_LOCATION = f"{path.abspath('Resources')}"
def incidents_of_words(words):
word_set = set(words)
@ -51,11 +55,9 @@ def create_dataframe(participants):
def make_wordcloud(WORDS_IN_CHAT):
# For some reason PIL doesn't work with relative path so I have to use absolute paths
resource_location = f"{path.abspath('Resources')}"
img_mask = np.array(Image.open(f"{resource_location}/mask.png"))
img_mask = np.array(Image.open(f"{RESOURCE_LOCATION}/mask.png"))
wordcloud = WordCloud(width = 2000, height = 2000,
background_color = "white",
background_color = None,
mode="RGBA",
prefer_horizontal=1,
mask = img_mask,
@ -72,24 +74,27 @@ def make_wordcloud(WORDS_IN_CHAT):
plt.axis("off")
plt.tight_layout(pad = 0)
wordcloud.to_file(f"{resource_location}/wordcloud.png")
wordcloud.to_file(f"{RESOURCE_LOCATION}/wordcloud.png")
def make_timeline(participants):
df = create_dataframe(participants)
fig = px.line(df, x="month", y="counts", color="sender")
fig.update_layout({ "showlegend": True,
fig.update_layout({ "showlegend": False,
"title": {"text": "Timeline of Messages",
"xanchor": "center",
"x": 0.5},
"x": 0.5,
"font": {"color": "white"}},
"xaxis": {"showgrid": False,
"title": ""},
"yaxis": {"gridcolor": "white",
"title": "",
"color": "white"},
"yaxis": {"color": "white",
"nticks": 2,
"title": ""},
"title": "",
"color": "white"},
"paper_bgcolor": 'rgba(0,0,0,0)',
"plot_bgcolor": 'rgba(0,0,0,0)'
})
fig.write_image("by-month.png",format="png", width=1500, height=600, scale=3)
fig.write_image(f"{RESOURCE_LOCATION}/timeline.png",format="png", width=1500, height=600, scale=3)

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@ -0,0 +1,63 @@
from PIL import Image, ImageDraw, ImageFont
from os import path
RESOURCE_LOCATION = f"{path.abspath('Resources')}"
def generate_images_from_text(x, y, txt):
fontsize = 1 # starting font size
img = Image.new('RGBA', (x, y), (0, 0, 0, 0))
# portion of image width you want text width to be
img_fraction = 0.80
fnt = ImageFont.truetype('/home/koma52/.fonts/Ubuntu.ttf', fontsize)
while fnt.getbbox(str(txt))[2] - fnt.getbbox(str(txt))[0] < img_fraction*img.size[0]:
# iterate until the text size is just larger than the criteria
fontsize += 1
fnt = ImageFont.truetype("/home/koma52/.fonts/Ubuntu.ttf", fontsize)
# optionally de-increment to be sure it is less than criteria
fontsize -= 1
fnt = ImageFont.truetype("/home/koma52/.fonts/Ubuntu.ttf", fontsize)
d = ImageDraw.Draw(img)
d.text((x/2,y/2), str(txt), font=fnt, fill=(255,255,255), anchor="mm")
# img.save(f'{RESOURCE_LOCATION}/name.png')
return img
def assemble_image(participants, wordcloudimg="wordcloud.png", timelineimg="timeline.png"):
if participants[0].chat_type == "Regular":
names = []
for p in participants:
names.append(p.name)
name_txt = ' & '.join(names)
else:
name_txt = participants[0].title
names = generate_images_from_text(5000, 600, name_txt)
# names.save(f'{RESOURCE_LOCATION}/name.png')
number_of_messages = 0
for p in participants:
number_of_messages += len(p.messages)
n_o_m = generate_images_from_text(750, 350, str(number_of_messages))
# n_o_m.save(f'{RESOURCE_LOCATION}/number_of_messages.png')
n_o_m_text = generate_images_from_text(750, 400, "TOTAL NUMBER OF MESSAGES")
# n_o_m_text.save(f'{RESOURCE_LOCATION}/number_of_messages_text.png')
final = Image.new('RGB', (5000, 8000), (0, 0, 0))
final.paste(names, (0, 0))
final.paste(n_o_m_text, (3250, 4400))
final.paste(n_o_m, (3250, 4750))
wordcloud = Image.open(f"{RESOURCE_LOCATION}/{wordcloudimg}")
final.paste(wordcloud, (1500, 600))
timeline = Image.open(f"{RESOURCE_LOCATION}/{timelineimg}")
final.paste(timeline, (250, 2600))
final.save(f"{RESOURCE_LOCATION}/final.png")

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@ -8,9 +8,11 @@ def remove_punctuations(s):
class Participant:
def __init__(self, name):
def __init__(self, name, title, chat_type):
self.name = ftfy.ftfy(name)
self.messages = {}
self.title = ftfy.ftfy(title)
self.chat_type = chat_type
def add_message(self, timestamp, message):
self.messages[str(datetime.fromtimestamp(timestamp/1000))] = ftfy.ftfy(message)