From 9a381961989c23aab23d4941cee99f47d646015a Mon Sep 17 00:00:00 2001 From: Entro Date: Mon, 3 Jul 2023 16:21:47 +0530 Subject: [PATCH 1/5] added dependecies list --- requirements.md | 2 ++ 1 file changed, 2 insertions(+) create mode 100644 requirements.md diff --git a/requirements.md b/requirements.md new file mode 100644 index 0000000000..31560d00d5 --- /dev/null +++ b/requirements.md @@ -0,0 +1,2 @@ +dash==2.11.1 +pandas==2.0.3 \ No newline at end of file From 4978ea3ef7a790e12e4876bd5415c9827c72d696 Mon Sep 17 00:00:00 2001 From: Entro Date: Mon, 3 Jul 2023 16:27:57 +0530 Subject: [PATCH 2/5] added the venv folder --- .gitignore | 9 -------- requirements.md | 2 -- requirements.txt | 57 ++++++++++++++++++++++++++++++++++++++++++++++++ 3 files changed, 57 insertions(+), 11 deletions(-) delete mode 100644 requirements.md create mode 100644 requirements.txt diff --git a/.gitignore b/.gitignore index 81a0880abe..0a9f2cd040 100644 --- a/.gitignore +++ b/.gitignore @@ -104,15 +104,6 @@ celerybeat.pid # SageMath parsed files *.sage.py -# Environments -.env -.venv -env/ -venv/ -ENV/ -env.bak/ -venv.bak/ - # Spyder project settings .spyderproject .spyproject diff --git a/requirements.md b/requirements.md deleted file mode 100644 index 31560d00d5..0000000000 --- a/requirements.md +++ /dev/null @@ -1,2 +0,0 @@ -dash==2.11.1 -pandas==2.0.3 \ No newline at end of file diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000000..14ca0e5300 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,57 @@ +ansi2html==1.8.0 +attrs==23.1.0 +beautifulsoup4==4.12.2 +certifi==2023.5.7 +cffi==1.15.1 +charset-normalizer==3.1.0 +click==8.1.3 +cryptography==41.0.1 +dash==2.11.1 +dash-core-components==2.0.0 +dash-html-components==2.0.0 +dash-table==5.0.0 +dash-testing-stub==0.0.2 +dill==0.3.6 +exceptiongroup==1.1.2 +Flask==2.2.5 +h11==0.14.0 +idna==3.4 +iniconfig==2.0.0 +itsdangerous==2.1.2 +Jinja2==3.1.2 +lxml==4.9.2 +MarkupSafe==2.1.3 +multiprocess==0.70.14 +nest-asyncio==1.5.6 +numpy==1.25.0 +outcome==1.2.0 +packaging==23.1 +pandas==2.0.3 +percy==2.0.2 +pi==0.1.2 +plotly==5.15.0 +pluggy==1.2.0 +psutil==5.9.5 +pycparser==2.21 +pyOpenSSL==23.2.0 +PySocks==1.7.1 +pytest==7.4.0 +python-dateutil==2.8.2 +pytz==2023.3 +requests==2.31.0 +retrying==1.3.4 +selenium==4.2.0 +six==1.16.0 +sniffio==1.3.0 +sortedcontainers==2.4.0 +soupsieve==2.4.1 +tenacity==8.2.2 +trio==0.22.1 +trio-websocket==0.10.3 +typing_extensions==4.7.1 +tzdata==2023.3 +urllib3==1.26.16 +urllib3-secure-extra==0.1.0 +waitress==2.1.2 +Werkzeug==2.2.3 +wsproto==1.2.0 From 459d5bff463078e17df69f9e18799d1fbf6a4c70 Mon Sep 17 00:00:00 2001 From: Entro Date: Mon, 3 Jul 2023 17:50:01 +0530 Subject: [PATCH 3/5] generated final.csv containing the filtered results --- .gitignore | 9 + final.csv | 5881 ++++++++++++++++++++++++++++++++++++++++++++++++++ parse_csv.py | 43 + 3 files changed, 5933 insertions(+) create mode 100644 final.csv create mode 100644 parse_csv.py diff --git a/.gitignore b/.gitignore index 0a9f2cd040..81a0880abe 100644 --- a/.gitignore +++ b/.gitignore @@ -104,6 +104,15 @@ celerybeat.pid # SageMath parsed files *.sage.py +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + # Spyder project settings .spyderproject .spyproject diff --git a/final.csv b/final.csv new file mode 100644 index 0000000000..6042c6cf79 --- /dev/null +++ b/final.csv @@ -0,0 +1,5881 @@ +Sales,Date,Region +1638.0,2018-02-06,north +1647.0,2018-02-06,south +1731.0,2018-02-06,east +1557.0,2018-02-06,west +1587.0,2018-02-07,north +1698.0,2018-02-07,south +1542.0,2018-02-07,east +1635.0,2018-02-07,west +1602.0,2018-02-08,north +1536.0,2018-02-08,south +1503.0,2018-02-08,east +1701.0,2018-02-08,west +1758.0,2018-02-09,north +1662.0,2018-02-09,south +1782.0,2018-02-09,east +1515.0,2018-02-09,west +1662.0,2018-02-10,north +1557.0,2018-02-10,south +1650.0,2018-02-10,east +1674.0,2018-02-10,west +1554.0,2018-02-11,north +1587.0,2018-02-11,south +1563.0,2018-02-11,east 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+2445.0,2022-02-10,west +2405.0,2022-02-11,north +2030.0,2022-02-11,south +2470.0,2022-02-11,east +2265.0,2022-02-11,west +2245.0,2022-02-12,north +2490.0,2022-02-12,south +2110.0,2022-02-12,east +2085.0,2022-02-12,west +2425.0,2022-02-13,north +2245.0,2022-02-13,south +2500.0,2022-02-13,east +2390.0,2022-02-13,west +2035.0,2022-02-14,north +2465.0,2022-02-14,south +2500.0,2022-02-14,east +2115.0,2022-02-14,west diff --git a/parse_csv.py b/parse_csv.py new file mode 100644 index 0000000000..67cc68b4be --- /dev/null +++ b/parse_csv.py @@ -0,0 +1,43 @@ +import csv +import os +import glob + +# Initialize an empty list to store the rows of data +filtered_data = [] + + # Specify the fieldnames for the output CSV +fieldnames = ['Sales', 'Date', 'Region'] + + + +for csv_filename in ['data/daily_sales_data_0.csv', 'data/daily_sales_data_1.csv', 'data/daily_sales_data_2.csv']: + with open(csv_filename, 'r') as csv_file: + # Create a CSV reader + csv_reader = csv.DictReader(csv_file) + + # Process each row in the CSV file + for row in csv_reader: + # If the product is a Pink Morsel... + if row['product'].lower() == 'pink morsel': + # Multiply price and quantity (convert price to float and remove $ sign first) + sales = float(row['price'].replace("$", "")) * int(row['quantity']) + + # Append the formatted row to the list + filtered_data.append({ + 'Sales': sales, + 'Date': row['date'], + 'Region': row['region'], + }) + # Create a new CSV file for the output data + with open('final.csv', 'w', newline='') as csv_file: + # Create a CSV writer + csv_writer = csv.DictWriter(csv_file, fieldnames=fieldnames) + + + # Write the header + csv_writer.writeheader() + + # Write the rows of data + for row in filtered_data: + csv_writer.writerow(row) + From 9f1e649a256b164512c7703b119022eb28cb4565 Mon Sep 17 00:00:00 2001 From: Shubham Negi <63485346+Entro01@users.noreply.github.com> Date: Mon, 3 Jul 2023 12:22:08 +0000 Subject: [PATCH 4/5] Create task1.txt --- task1.txt | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) create mode 100644 task1.txt diff --git a/task1.txt b/task1.txt new file mode 100644 index 0000000000..a040b65486 --- /dev/null +++ b/task1.txt @@ -0,0 +1,16 @@ +Here is your task + + Soul Foods has provided you with three CSV files, all of which are in the data folder of the starter repo you cloned in the last task. These CSV files contain transaction data for Soul Foods’s entire morsel line. Each row indicates the quantity of a given type of morsel sold in a given region at a given price on a given day. Take a moment to acquaint yourself with the data contained in each one of these files. + + Next, we’ll go field by field and think about how we can use each one: + The first field, “product”, contains many different types of morsels. Soul Foods is only interested in Pink Morsels, so we can remove any row which contains another type of product. + Next come “quantity” and “price”. Since we’re interested in the total sales for a given day, these can be combined into a single field, “sales,” by multiplying them together. + The date field is useful as is and can remain untouched. + It would be nice to filter by region in the final visualisation, so we’ll also leave the region field untouched. + + Your task is to use the above instructions to convert the three CSV files into a single formatted output file. Your output file should contain three fields: + Sales + Date + Region + + When you are finished, commit and push your changes, then submit a link to your repo on the next step!. From fa39b22c0e74f6628dd568b18effb403d56c1476 Mon Sep 17 00:00:00 2001 From: Entro Date: Mon, 3 Jul 2023 18:20:47 +0530 Subject: [PATCH 5/5] added a script visualizing the sales in final.cvs --- visualizer.py | 43 +++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 43 insertions(+) create mode 100644 visualizer.py diff --git a/visualizer.py b/visualizer.py new file mode 100644 index 0000000000..fa3a240a89 --- /dev/null +++ b/visualizer.py @@ -0,0 +1,43 @@ +import pandas as pd +from dash import Dash +from dash import dcc +from dash import html + +# Load data +df = pd.read_csv('final.csv') +df['Date'] = pd.to_datetime(df['Date']) +df = df.sort_values('Date') + +# Initialize the Dash app +app = Dash(__name__) + +# Define layout +app.layout = html.Div(children=[ + # Header + html.H1(children='Soul Foods Sales Visualization'), + + # Line Chart + dcc.Graph( + id='sales-chart', + figure={ + 'data': [ + dict( + x=df['Date'], + y=df['Sales'], + mode='lines', + name='Sales' + ) + ], + 'layout': dict( + title='Sales over time', + xaxis=dict(title='Date'), + yaxis=dict(title='Sales'), + showlegend=True + ) + } + ) +]) + +# Run the app +if __name__ == '__main__': + app.run_server(debug=True)