<jupyter_start><jupyter_text>UPDATE DATABASE<jupyter_code>!pip install sqlalchemy psycopg2-binary
import sqlalchemy

engine = sqlalchemy.create_engine(DATABASE_URL)
connection = engine.connect()
df = pd.read_csv('final.csv')
df.to_sql("data", con=engine, method='multi', if_exists='replace')
pd.read_sql('data', con=engine)<jupyter_output><empty_output>
{'fraction_non_alphanumeric': 0.1388101983002833, 'fraction_numerical': 0.0028328611898017, 'mean_word_length': 10.8, 'pattern_counts': {'":': 0, '<': 5, '<?xml version=': 0, '>': 5, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'chain_length': '1', 'dir': 'jupyter-structured-clean-dedup', 'id': '476897', 'license': 'MIT', 'n_tokens_mistral': 136, 'n_tokens_neox': 129, 'n_words': 19, 'path': 'notebooks/datasets/datasets_to_merge/updated/update_lat_lon.ipynb', 'repo_name': 'tigju/PT17_cityspire-b-ds', 'size': '353'}