added database interaction class
This commit is contained in:
@@ -0,0 +1,75 @@
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"{'username': '@otwndk',\n",
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" 'time': datetime.datetime(2022, 12, 16, 21, 19, 9, tzinfo=tzutc()),\n",
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" 'content': 'Sponsoreret: Verdensmestre, europamestre og store danske medaljetagere rammer Odense til et prestigefyldt stævne\\n#odense #fyn #cykling'}"
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]
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},
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"execution_count": 2,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"from database import Data_table\n",
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"from scraper import scrape\n",
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"\n",
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"topic = 'Odense'\n",
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"username_list, timestamp_list, content_list = scrape(topic, limit=3, headless=False)\n",
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"\n",
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"val_dict = {\n",
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" 'username': username_list[0],\n",
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" 'time': timestamp_list[0],\n",
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" 'content': content_list[0]\n",
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"}\n",
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"\n",
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"print(val_dict)\n",
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"\n",
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"with Data_table() as dt:\n",
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" dt.insert(val_dict)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "venv",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.6"
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},
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"orig_nbformat": 4,
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"vscode": {
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"interpreter": {
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"hash": "1d532f3642617da00cbdbdc5ef98bd8d4ca226c95ac593ade79d8cbc880a2afe"
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}
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}
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},
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"nbformat": 4,
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"nbformat_minor": 2
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}
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+150
@@ -0,0 +1,150 @@
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#!/Users/brian/Projects/twitter_scraper/venv/bin/python
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import logging
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import os
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import traceback
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import urllib.parse
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import pandas as pd
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import psycopg2
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from dotenv import load_dotenv
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from sqlalchemy import create_engine
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class Database(object):
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def __init__(self):
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# generate uri
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engine = os.getenv('DATABASE_ENGINE')
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username = os.getenv('DATABASE_USERNAME')
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password = os.getenv('DATABASE_PASSWORD')
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password = urllib.parse.quote_plus(password) # escape special characters
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host = os.getenv('DATABASE_HOST')
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port = os.getenv('DATABASE_PORT')
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database = os.getenv('DATABASE_DATABASE')
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self._uri = f'{engine}://{username}:{password}@{host}:{port}/{database}'
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# prepare connection to database
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self._engine = create_engine(self._uri)
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self.con = None
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def __enter__(self):
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self.connect()
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return self
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def __exit__(self, exc_type, exc_value, tb):
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if not exc_type is None:
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traceback.print_exception(exc_type, exc_value, tb)
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self.disconnect()
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def connect(self):
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try:
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con = self._engine.connect()
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except psycopg2.OperationalError as e:
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logging.warning(e)
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else:
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self.con = con
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def disconnect(self):
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self.con.close()
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def execute(self, query, var=None):
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assert self.con is not None, 'connection to database could not be established'
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try:
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if var is None:
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self.con.execute(query)
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else:
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self.con.execute(query, var)
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except Exception as e:
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print(e)
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raise
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def get(self, query):
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df = pd.read_sql_query(query, self.con)
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return df
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class Schema(Database):
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def __init__(self, name):
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super(Schema, self).__init__()
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self._name = name
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def __enter__(self):
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self.connect()
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if not self.exists():
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self.create()
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return self
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def exists(self):
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query = (
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'SELECT schema_name '
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'FROM information_schema.schemata '
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'ORDER BY schema_name '
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';'
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)
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df = self.get(query)
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schema_list = df['schema_name'].tolist()
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return self._name in schema_list
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def create(self):
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query = f'CREATE SCHEMA {self._name};'
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self.execute(query)
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def purge(self):
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query = f'DROP SCHEMA IF EXISTS {self._name} CASCADE;'
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self.execute(query)
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self.create()
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class Table(Database):
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def __init__(self, name):
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super(Table, self).__init__()
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self._name = name
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def __enter__(self):
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self.connect()
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if not self.exists():
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self.create()
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return self
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def exists(self):
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query = (
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'SELECT table_name '
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'FROM information_schema.tables '
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"WHERE table_schema='public' "
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'ORDER BY table_name '
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)
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df = self.get(query)
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table_list = df['table_name'].tolist()
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return self._name in table_list
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def create(self):
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# placeholder for childrens' methods
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pass
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def purge(self):
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query = f'DROP TABLE IF EXISTS {self._name} CASCADE;'
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self.execute(query)
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self.create()
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class Data_table(Table):
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def __init__(self):
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super(Data_table, self).__init__('data_table')
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def create(self):
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query = (
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f'CREATE TABLE {self._name} '
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'('
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'id SERIAL PRIMARY KEY, '
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'username VARCHAR(15) NOT NULL, '
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'time TIMESTAMPTZ NOT NULL, '
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'content TEXT NOT NULL, '
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'UNIQUE (username, time, content) '
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')'
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';'
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)
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self.execute(query)
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def insert(self, val_dict):
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query = (
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f'INSERT INTO {self._name} (username, time, content) '
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'VALUES (%(username)s, %(time)s, %(content)s) '
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'ON CONFLICT (username, time, content) DO NOTHING '
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';'
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)
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self.execute(query, val_dict)
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