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author | Christian Cleberg <hello@cleberg.net> | 2024-01-23 16:16:25 -0600 |
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committer | Christian Cleberg <hello@cleberg.net> | 2024-01-23 16:16:25 -0600 |
commit | ce1c40b7dfccf62e4434795bf46dae27d1678a99 (patch) | |
tree | 8b61c2a8d3a4f9feb1f4bb783cfeae53f5956012 /scripts/load.py | |
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initial commit
Diffstat (limited to 'scripts/load.py')
-rw-r--r-- | scripts/load.py | 73 |
1 files changed, 73 insertions, 0 deletions
diff --git a/scripts/load.py b/scripts/load.py new file mode 100644 index 0000000..ea362cb --- /dev/null +++ b/scripts/load.py @@ -0,0 +1,73 @@ +# Import required modules +import csv +import sqlite3 +import os + +# Create the database file +connection = sqlite3.connect('../raw_data/ingress.db') + +# Creating a cursor object to execute SQL queries +cursor = connection.cursor() + +# Table Definition +# rb = RB Number +# date = Reported Date +# time = Reported Time +# description = Statute/Ordinance Description +# location = Occurred Location +# district = Occurred District +# lat = Occurred Block LAT +# lon = Occurred Block LON +create_table = '''CREATE TABLE incidents( + id INTEGER PRIMARY KEY AUTOINCREMENT, + rb TEXT NOT NULL, + date TEXT NOT NULL, + time TEXT NOT NULL, + description TEXT NOT NULL, + location TEXT NOT NULL, + district TEXT NOT NULL, + lat REAL NOT NULL, + lon REAL NOT NULL); + ''' + +# Create the table +cursor.execute(create_table) + +# Point to the data directory +directory = os.fsencode("../raw_data/") + +# Loop through all raw data files +for file in os.listdir(directory): + filename = os.fsdecode(file) + if filename.endswith(".csv"): + # Opening the file + file = open("../raw_data/" + filename) + + # Reading the contents of the file + contents = csv.reader(file) + + # SQL query to insert data into the + # table + insert_records = "INSERT INTO incidents (rb, date, time, description, location, district, lat, lon) VALUES(?, ?, ?, ?, ?, ?, ?, ?)" + + # Importing the contents of the file + # into our table + cursor.executemany(insert_records, contents) + print("Inserted data from: ", filename) + continue + else: + continue + +# Test query to see if the data loaded +select_all = "SELECT * FROM incidents" +rows = cursor.execute(select_all).fetchall() + +# Output to the console screen +for r in rows: + print(r) + +# Commit the changes +connection.commit() + +# Close the database connection +connection.close() |