|
| 1 | +{ |
| 2 | + "cells": [ |
| 3 | + { |
| 4 | + "cell_type": "code", |
| 5 | + "metadata": { |
| 6 | + "ExecuteTime": { |
| 7 | + "end_time": "2025-09-17T06:03:01.458132Z", |
| 8 | + "start_time": "2025-09-17T06:03:00.939968Z" |
| 9 | + } |
| 10 | + }, |
| 11 | + "source": [ |
| 12 | + "print(\"start\")\n", |
| 13 | + "from chdb import session\n", |
| 14 | + "print(\"Connecting to database\")\n", |
| 15 | + "chs = session.Session()\n", |
| 16 | + "print(\"Creating database\")\n", |
| 17 | + "chs.query(\"CREATE DATABASE IF NOT EXISTS movie_embeddings ENGINE = Atomic\")\n", |
| 18 | + "print(\"Creating table\")\n", |
| 19 | + "chs.query(\"USE movie_embeddings\")\n", |
| 20 | + "chs.query('DROP TABLE IF EXISTS embeddings')\n", |
| 21 | + "chs.query('DROP TABLE IF EXISTS embeddings_with_title')\n", |
| 22 | + "\n", |
| 23 | + "print(\"Creating table with movie titles\")\n", |
| 24 | + "\n", |
| 25 | + "chs.query(\"\"\"CREATE TABLE embeddings (\n", |
| 26 | + " movieId UInt32 NOT NULL,\n", |
| 27 | + " embedding Array(Float32) NOT NULL\n", |
| 28 | + " ) ENGINE = MergeTree()\n", |
| 29 | + " ORDER BY movieId\"\"\")\n", |
| 30 | + "\n", |
| 31 | + "print(\"Inserting movie embeddings into the database\")\n", |
| 32 | + "\n", |
| 33 | + "# Insert from INFILE and VALUES got stuck either\n", |
| 34 | + "# chs.query(\"INSERT INTO embeddings FROM INFILE 'movie_embeddings.csv' FORMAT CSV\")\n", |
| 35 | + "chs.query(\"INSERT INTO embeddings VALUES (1, [1,2,3,4,5,6,7,8,9,10])\")\n", |
| 36 | + "print(chs.query('SELECT * FROM embeddings LIMIT 5'))" |
| 37 | + ], |
| 38 | + "outputs": [ |
| 39 | + { |
| 40 | + "name": "stdout", |
| 41 | + "output_type": "stream", |
| 42 | + "text": [ |
| 43 | + "start\n", |
| 44 | + "Connecting to database\n", |
| 45 | + "Creating database\n", |
| 46 | + "Creating table\n", |
| 47 | + "Creating table with movie titles\n", |
| 48 | + "Inserting movie embeddings into the database\n", |
| 49 | + "1,\"[1,2,3,4,5,6,7,8,9,10]\"\n", |
| 50 | + "\n" |
| 51 | + ] |
| 52 | + } |
| 53 | + ], |
| 54 | + "execution_count": 1 |
| 55 | + } |
| 56 | + ], |
| 57 | + "metadata": { |
| 58 | + "kernelspec": { |
| 59 | + "display_name": "Python 3", |
| 60 | + "language": "python", |
| 61 | + "name": "python3" |
| 62 | + }, |
| 63 | + "language_info": { |
| 64 | + "codemirror_mode": { |
| 65 | + "name": "ipython", |
| 66 | + "version": 3 |
| 67 | + }, |
| 68 | + "file_extension": ".py", |
| 69 | + "mimetype": "text/x-python", |
| 70 | + "name": "python", |
| 71 | + "nbconvert_exporter": "python", |
| 72 | + "pygments_lexer": "ipython3", |
| 73 | + "version": "3.8.0" |
| 74 | + } |
| 75 | + }, |
| 76 | + "nbformat": 4, |
| 77 | + "nbformat_minor": 4 |
| 78 | +} |
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