Refine init DB script
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@ -1,14 +1,18 @@
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import csv
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import csv
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import json
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import logging
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import logging
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import os
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import os
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import os.path
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import os.path
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import shutil
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import shutil
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import sqlite3
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import sqlite3
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import time
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import urllib.request
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import urllib.request
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from concurrent.futures import ThreadPoolExecutor
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from concurrent.futures import ThreadPoolExecutor
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from dataclasses import dataclass
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from dataclasses import dataclass
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from datetime import datetime
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from datetime import datetime
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import requests
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WORKING_DIR = os.getcwd()
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WORKING_DIR = os.getcwd()
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TMP_DIR = os.path.join(WORKING_DIR, "tmp")
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TMP_DIR = os.path.join(WORKING_DIR, "tmp")
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@ -54,10 +58,11 @@ def get_online_files_list(subdir_filter=None, file_extension_filter=None):
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class BikeDatabase:
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class BikeDatabase:
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def __init__(self):
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def __init__(self):
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self.conn = sqlite3.connect(os.path.join(WORKING_DIR, "bike-data.db"), check_same_thread=False, timeout=60)
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LOG.info("Created new database connection")
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self.cursor = self.conn.cursor()
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self.conn = sqlite3.connect(os.path.join(WORKING_DIR, "bike-data.db"), check_same_thread=False, timeout=300)
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def init_database(self):
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def init_database(self):
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LOG.info("Try to create tables")
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self.conn.execute("""CREATE TABLE IF NOT EXISTS usage_stats(
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self.conn.execute("""CREATE TABLE IF NOT EXISTS usage_stats(
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rental_id INTEGER PRIMARY KEY,
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rental_id INTEGER PRIMARY KEY,
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duration INTEGER,
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duration INTEGER,
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@ -70,6 +75,30 @@ class BikeDatabase:
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start_station_name TEXT
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start_station_name TEXT
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)""")
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)""")
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self.conn.execute("CREATE TABLE IF NOT EXISTS read_files(file_path TEXT, etag TEXT PRIMARY KEY)")
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self.conn.execute("CREATE TABLE IF NOT EXISTS read_files(file_path TEXT, etag TEXT PRIMARY KEY)")
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self.conn.execute("""CREATE TABLE IF NOT EXISTS bike_points(
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id TEXT PRIMARY KEY,
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common_name TEXT,
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lat REAL,
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lon REAL,
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id_num INTEGER AS (CAST(SUBSTR(id, 12) as INTEGER)) STORED
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)""")
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self.conn.commit()
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LOG.info("Tables created")
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def create_indexes(self):
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LOG.info("Try to create indexes")
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self.conn.execute("""CREATE INDEX IF NOT EXISTS idx_date_of_start_date
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ON usage_stats (date(start_date, "unixepoch"))""")
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self.conn.commit()
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LOG.info("Indexes created")
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def import_bikepoints(self):
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LOG.info("Importing bikepoints")
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points = json.loads(requests.get("https://api.tfl.gov.uk/BikePoint").text)
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points = list(map(lambda p: (p['id'], p['commonName'], p['lat'], p['lon']), points))
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self.conn.executemany("INSERT OR IGNORE INTO bike_points VALUES (?, ?, ?, ?)", points)
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self.conn.commit()
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LOG.info("Bikepoints imported")
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def is_file_already_imported(self, etag):
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def is_file_already_imported(self, etag):
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rows = self.conn.execute("SELECT * FROM read_files WHERE etag LIKE ?", (etag,)).fetchall()
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rows = self.conn.execute("SELECT * FROM read_files WHERE etag LIKE ?", (etag,)).fetchall()
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@ -81,6 +110,8 @@ class BikeDatabase:
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LOG.warning(f"Skipping import of {export_file.path}")
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LOG.warning(f"Skipping import of {export_file.path}")
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return
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return
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cursor = self.conn.cursor()
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os.makedirs(os.path.dirname(export_file.path), exist_ok=True)
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os.makedirs(os.path.dirname(export_file.path), exist_ok=True)
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LOG.info(f"DOWNLOADING... {export_file.download_url} to {export_file.path}")
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LOG.info(f"DOWNLOADING... {export_file.download_url} to {export_file.path}")
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urllib.request.urlretrieve(export_file.download_url, export_file.path)
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urllib.request.urlretrieve(export_file.download_url, export_file.path)
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@ -119,8 +150,8 @@ class BikeDatabase:
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LOG.error(f"Key Error {e} on line {entry}")
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LOG.error(f"Key Error {e} on line {entry}")
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return
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return
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LOG.info(f"Writing {len(mapped)} entries to DB")
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LOG.info(f"Writing {len(mapped)} entries to DB")
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self.cursor.executemany("INSERT INTO usage_stats VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)", mapped)
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cursor.executemany("INSERT INTO usage_stats VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)", mapped)
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self.cursor.execute("INSERT INTO read_files VALUES (?, ?)", (export_file.path, export_file.etag))
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cursor.execute("INSERT INTO read_files VALUES (?, ?)", (export_file.path, export_file.etag))
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self.conn.commit()
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self.conn.commit()
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LOG.info(f"Finished import of {export_file.path}")
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LOG.info(f"Finished import of {export_file.path}")
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os.remove(export_file.path)
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os.remove(export_file.path)
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@ -130,16 +161,17 @@ class BikeDatabase:
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def main():
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def main():
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all_files = get_online_files_list(subdir_filter="usage-stats", file_extension_filter=".csv")
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all_files = get_online_files_list(subdir_filter="usage-stats", file_extension_filter=".csv")
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db = BikeDatabase()
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# General DB init
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db.init_database()
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BikeDatabase().init_database()
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# Download and import opendata from S3 bucket
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os.makedirs(TMP_DIR, exist_ok=True)
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os.makedirs(TMP_DIR, exist_ok=True)
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os.chdir(TMP_DIR)
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os.chdir(TMP_DIR)
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LOG.info("Switching into tmp dir")
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LOG.info("Switching into tmp dir")
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import_tasks = []
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import_tasks = []
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with ThreadPoolExecutor(3) as executor:
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with ThreadPoolExecutor(1) as executor:
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for file in all_files:
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for file in all_files:
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db = BikeDatabase()
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db = BikeDatabase()
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import_tasks.append(
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import_tasks.append(
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@ -152,6 +184,11 @@ def main():
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shutil.rmtree(TMP_DIR)
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shutil.rmtree(TMP_DIR)
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LOG.info("Deleted temp dir")
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LOG.info("Deleted temp dir")
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# Import Bikepoints
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BikeDatabase().import_bikepoints()
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# Create search-index for faster querying
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BikeDatabase().create_indexes()
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if __name__ == "__main__":
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if __name__ == "__main__":
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main()
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main()
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