![\"Open](\"https://colab.research.google.com/assets/colab-badge.svg\"){kind=icon}
"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "M8o3uXNEiYRw"
+ },
+ "source": [
+ "# Logica Tutorial\n",
+ "\n",
+ "\n",
+ "Logica is a language of Datalog family that can be compiled to StandardSQL. In most of its syntax Logica follows Yedalog, a language developed at Google earlier. Logica is created to enjoy concise clarity of logic programming and full power of SQL ecosystem. Logica runs across the spectrum of databases, from in-process SQLite and DuckDB, to server hosted Postgres to distributed data warehouse BigQuery.\n",
+ "\n",
+ "Logica allows you to write any analysis expressable in SQL. It is easy to write and most importantly read queries written in Logica. It's as easy as SQL on\n",
+ "small querries, it's substantially easier to read than SQL when you need a\n",
+ "medium query, and the benefit reaches maximum if\n",
+ "you need a large query or a pipeline.\n",
+ "\n",
+ "Logica compiles to SQL and runs on your database natively.\n",
+ "\n",
+ "\n",
+ "**Why learn Logica?**\n",
+ "\n",
+ "Learning new language is an investment.\n",
+ "Logica brings **readability and good engineering practices** common for languages like Python, C++, Java etc. to your queries.\n",
+ "Once you learn Logica you will be able to do the following **easily**:\n",
+ "\n",
+ "1. **Read** your queries, not just write them! Even if you wrote it a long time ago you will be able to read and recall logic very fast.\n",
+ "\n",
+ "2. **Re-use** sub-queries. Define and re-use functions.\n",
+ "\n",
+ "3. **Test** your queries.\n",
+ "\n",
+ "4. **CoLab** integration allows you to run a single, or multiple (potentially interdependent ) queries and populates Python variables with the results. This approach lets you express your data accumulation logic concisely in Logica and focus your Python code on what Python does best (visualization, timeseries analysis, machine learning etc)\n",
+ "\n",
+ "5. **Enjoy** writing queries. For the reasons above Logica is much more fun than SQL!\n",
+ "\n",
+ "In C, Python, C++, Java etc. a basic building block of your program is _function_.\n",
+ "\n",
+ "In SQL a common building block in a _query_.\n",
+ "\n",
+ "In Logica a basic building block is _predicate_.\n",
+ "\n",
+ "**Definition**: Predicate is a statement that contains variables.\n",
+ "\n",
+ "Predicate is a very general notion. Functions and queries (as well as tables) can be thought of as special kinds of predicates.\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "zfzQ5KXCcHUC"
+ },
+ "source": [
+ ""
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "OwMOonQIbxK8"
+ },
+ "source": [
+ "\n",
+ "Thus Logica can easily express logic of SQL queries. Logica can also express computational instructions by defining functions and auxiliary variables similar to languages like C++ and Python.\n",
+ "\n",
+ "\n",
+ "\n",
+ "Logica syntax is similar to set-theory and logical notation used in mathematics. Consider the definition of a set of even numbers:\n",
+ "\n",
+ "$$EvenNumbers = \\{x | x \\in \\mathbb{Z} \\wedge x / 2 \\in \\mathbb{Z} \\}$$\n",
+ "\n",
+ "Formal logic assertion which number is even:\n",
+ "\n",
+ "$$x \\in \\mathbb{Z} \\wedge x / 2 \\in \\mathbb{Z} \\vdash Even(x) $$\n",
+ "\n",
+ "If $Z$ is a predicate corresponding to the set $\\mathbb{Z}$ then we could write\n",
+ "\n",
+ "$$Z(x) \\wedge Z(x /2) \\vdash Even(x) $$\n",
+ "\n",
+ "Logica rule defining Even predicate from a predicate Z looks as follows.\n",
+ "\n",
+ "```\n",
+ "\n",
+ "Even(x) :- Z(x), Z(x / 2);\n",
+ "\n",
+ "```\n",
+ "\n",
+ "Unlike mathematics in Logica we do have to worry about computability, so we can't easily define a predicate as a subset of all integer numbers. But we can easily define Even predicate defined for a subset of positive integer numbers from 0 to 20.\n",
+ "\n",
+ "First we need to install and import Logica into this CoLab."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "metadata": {
+ "id": "L8t0orNYD2Kl",
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "outputId": "20645da3-9bf6-49b4-8bcc-066c828b450d"
+ },
+ "source": [
+ "#@title Install Logica.\n",
+ "!git clone https://github.com/evgskv/logica"
+ ],
+ "execution_count": 1,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Cloning into 'logica'...\n",
+ "remote: Enumerating objects: 4947, done.\u001b[K\n",
+ "remote: Counting objects: 100% (1169/1169), done.\u001b[K\n",
+ "remote: Compressing objects: 100% (255/255), done.\u001b[K\n",
+ "remote: Total 4947 (delta 992), reused 929 (delta 913), pack-reused 3778 (from 3)\u001b[K\n",
+ "Receiving objects: 100% (4947/4947), 5.69 MiB | 10.52 MiB/s, done.\n",
+ "Resolving deltas: 100% (3175/3175), done.\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "metadata": {
+ "id": "QkRBUpB-nHKy"
+ },
+ "source": [
+ "#@title Import Logica.\n",
+ "from google.colab import auth\n",
+ "from logica import colab_logica\n",
+ "# Use this for manual authentification, otherwise\n",
+ "# logica will authenticate when the first cell runs.\n",
+ "# auth.authenticate_user()\n",
+ "# colab_logica.SetProject('YOUR_PROJECT')"
+ ],
+ "execution_count": 2,
+ "outputs": []
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "ptokgaE8FDKO"
+ },
+ "source": [
+ "Now we can define the Even predicate."
+ ]
+ },
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// clang-format on
",
+ "ok": true,
+ "headers": [
+ [
+ "content-length",
+ "41785"
+ ],
+ [
+ "content-type",
+ "application/javascript"
+ ]
+ ],
+ "status": 200,
+ "status_text": ""
+ }
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+ "base_uri": "https://localhost:8080/",
+ "height": 479
+ },
+ "outputId": "4d7d0e70-82ee-4835-d016-d5329068f4c1"
+ },
+ "source": [
+ "%%logica Even\n",
+ "\n",
+ "Z(x) :- x in Range(20);\n",
+ "\n",
+ "Even(x) :- Z(x), Z(x / 2);"
+ ],
+ "execution_count": 3,
+ "outputs": [
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
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|---|---|
| 0 | \n", + "0 | \n", + "
| 1 | \n", + "2 | \n", + "
| 2 | \n", + "4 | \n", + "
| 3 | \n", + "6 | \n", + "
| 4 | \n", + "8 | \n", + "
| 5 | \n", + "10 | \n", + "
| 6 | \n", + "12 | \n", + "
| 7 | \n", + "14 | \n", + "
| 8 | \n", + "16 | \n", + "
| 9 | \n", + "18 | \n", + "
| \n", + " | name | \n", + "role | \n", + "
|---|---|---|
| 0 | \n", + "Alice | \n", + "Product Manager | \n", + "
| 1 | \n", + "Bob | \n", + "Engineer | \n", + "
| 2 | \n", + "Caroline | \n", + "Engineer | \n", + "
| 3 | \n", + "David | \n", + "Data Scientist | \n", + "
| 4 | \n", + "Eve | \n", + "Data Scientist | \n", + "
| \n", + " | a | \n", + "b | \n", + "c | \n", + "
|---|---|---|---|
| 0 | \n", + "1 | \n", + "2 | \n", + "universe | \n", + "
| 1 | \n", + "3 | \n", + "6 | \n", + "hello world | \n", + "
| \n", + " | a | \n", + "
|---|---|
| 0 | \n", + "{'x': 1, 'y': 2, 'z': {'w': 'hello', 'v': 'world'}} | \n", + "
| 1 | \n", + "{'x': 3, 'y': 4, 'z': {'w': 'bonjour', 'v': 'monde'}} | \n", + "
| \n", + " | y | \n", + "
|---|---|
| 0 | \n", + "125 | \n", + "