diff --git a/knowledge_base/udtf-operator/.gitignore b/knowledge_base/udtf-operator/.gitignore new file mode 100644 index 0000000..e566c51 --- /dev/null +++ b/knowledge_base/udtf-operator/.gitignore @@ -0,0 +1,10 @@ +.databricks/ +build/ +dist/ +__pycache__/ +*.egg-info +.venv/ +scratch/** +!scratch/README.md +**/explorations/** +**/!explorations/README.md diff --git a/knowledge_base/udtf-operator/README.md b/knowledge_base/udtf-operator/README.md new file mode 100644 index 0000000..b668c20 --- /dev/null +++ b/knowledge_base/udtf-operator/README.md @@ -0,0 +1,103 @@ +# User-Defined Table Functions in Unity Catalog + +This project demonstrates how to create and register a Python User-Defined Table Function (UDTF) in Unity Catalog using Databricks Asset Bundles. Once registered, the UDTF becomes available to analysts and other users across your Databricks workspace, callable directly from SQL queries. + +**Learn more:** [Introducing Python UDTFs in Unity Catalog](https://www.databricks.com/blog/introducing-python-user-defined-table-functions-udtfs-unity-catalog) + +## Concrete example: Definition and Usage + +This project includes a k-means clustering algorithm as a UDTF. + +### Python Implementation + +The UDTF is defined in [`src/kmeans_udtf.py`](src/kmeans_udtf.py) as follows: + +```python +class SklearnKMeans: + def __init__(self, id_column: str, columns: list, k: int): + self.id_column = id_column + self.columns = columns + self.k = k + self.data = [] + + def eval(self, row: Row): + # Process each input row + self.data.append(row) + + def terminate(self): + # Perform computation and yield results + # ... clustering logic ... + for record in results: + yield (record.id, record.cluster) +``` + +### SQL Usage + +Once registered, any analyst or SQL user in your workspace can call the UDTF from SQL queries: + +```sql +SELECT * FROM main.your_schema.k_means( + input_data => TABLE(SELECT * FROM my_data), + id_column => 'id', + columns => array('feature1', 'feature2', 'feature3'), + k => 3 +) +``` + +The UDTF integrates seamlessly with: +- SQL queries in notebooks +- Databricks SQL dashboards +- Any tool that connects to your Databricks workspace via SQL + +See [`explorations/sample_notebook.ipynb`](explorations/sample_notebook.ipynb) for complete examples. + +## Getting Started With This Project + +### Prerequisites + +* Databricks workspace with Unity Catalog enabled +* Databricks CLI installed and configured +* Python with `uv` package manager + +### Setup and Testing + +1. Install dependencies: + ```bash + uv sync --dev + ``` + +2. Run tests (registers and executes the UDTF): + ```bash + uv run pytest + ``` + +### Deployment + +Deploy to dev: +```bash +databricks bundle deploy --target dev +databricks bundle run register_udtf_job --target dev +``` + +Deploy to production: +```bash +databricks bundle deploy --target prod +databricks bundle run register_udtf_job --target prod +``` + +The UDTF will be registered at `main.your_username.k_means` (dev) or `main.prod.k_means` (prod). + +## Advanced Topics + +**CI/CD Integration:** +- Set up CI/CD for Databricks Asset Bundles following the [CI/CD documentation](https://docs.databricks.com/dev-tools/bundles/ci-cd.html) +- To automatically register the UDTF on deployment, add `databricks bundle run -t prod register_udtf_job` to your deployment script after `databricks bundle deploy -t prod` (alternatively, the job in `resources/register_udtf_job.yml` can use a schedule for registration) + +**Serverless compute vs. clusters:** The job uses serverless compute by default. Customize catalog/schema in `databricks.yml` or via job parameters. + +## Learn More + +- [Introducing Python UDTFs in Unity Catalog](https://www.databricks.com/blog/introducing-python-user-defined-table-functions-udtfs-unity-catalog) - Blog post covering UDTF concepts and use cases +- [Python UDTFs Documentation](https://docs.databricks.com/udf/udtf-unity-catalog.html) - Official documentation +- [Databricks Asset Bundles](https://docs.databricks.com/dev-tools/bundles/index.html) - CI/CD and deployment framework +- [Unity Catalog Functions](https://docs.databricks.com/udf/unity-catalog.html) - Governance and sharing diff --git a/knowledge_base/udtf-operator/databricks.yml b/knowledge_base/udtf-operator/databricks.yml new file mode 100644 index 0000000..be607e2 --- /dev/null +++ b/knowledge_base/udtf-operator/databricks.yml @@ -0,0 +1,42 @@ +# This is a Databricks asset bundle definition for udtf_operator. +# See https://docs.databricks.com/dev-tools/bundles/index.html for documentation. +bundle: + name: udtf_operator + uuid: 67b02248-6ca2-4230-8ce5-fc7f5e37c7a5 + +include: + - resources/*.yml + - resources/*/*.yml + +# Variable declarations. These variables are assigned in the dev/prod targets below. +variables: + catalog: + description: The catalog to use + schema: + description: The schema to use + +targets: + dev: + # The default target uses 'mode: development' to create a development copy. + # - Deployed resources get prefixed with '[dev my_user_name]' + # - Any job schedules and triggers are paused by default. + # See also https://docs.databricks.com/dev-tools/bundles/deployment-modes.html. + mode: development + default: true + workspace: + host: https://company.databricks.com + variables: + catalog: main + schema: ${workspace.current_user.short_name} + prod: + mode: production + workspace: + host: https://company.databricks.com + # We explicitly deploy to /Workspace/Users/user@company.com to make sure we only have a single copy. + root_path: /Workspace/Users/user@company.com/.bundle/${bundle.name}/${bundle.target} + variables: + catalog: main + schema: prod + permissions: + - user_name: user@company.com + level: CAN_MANAGE diff --git a/knowledge_base/udtf-operator/explorations/sample_notebook.ipynb b/knowledge_base/udtf-operator/explorations/sample_notebook.ipynb new file mode 100644 index 0000000..edf9983 --- /dev/null +++ b/knowledge_base/udtf-operator/explorations/sample_notebook.ipynb @@ -0,0 +1,108 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# K-Means UDTF Sample Usage\n", + "\n", + "This notebook demonstrates how to use the k-means UDTF with the Titanic dataset." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
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" + ], + "text/plain": [ + "DataFrame[num_affected_rows: bigint, num_inserted_rows: bigint]" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Create sample Titanic data\n", + "spark.sql(\"\"\"\n", + " CREATE OR REPLACE TABLE main.test.titanic_sample (\n", + " PassengerId INT,\n", + " Age DOUBLE,\n", + " Pclass INT,\n", + " Survived INT\n", + " )\n", + "\"\"\")\n", + "\n", + "spark.sql(\"\"\"\n", + " INSERT INTO main.test.titanic_sample VALUES\n", + " (1, 22.0, 3, 0),\n", + " (2, 38.0, 1, 1),\n", + " (3, 26.0, 3, 1),\n", + " (4, 35.0, 1, 1),\n", + " (5, 35.0, 3, 0),\n", + " (6, 54.0, 1, 0),\n", + " (7, 2.0, 3, 0),\n", + " (8, 27.0, 1, 0),\n", + " (9, 14.0, 3, 1),\n", + " (10, 4.0, 3, 1)\n", + "\"\"\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": "# Use k-means UDTF to cluster passengers\n# Assumes the UDTF has been deployed to main.${user}.k_means\n\nspark.sql(\"\"\"\n WITH kmeans AS (\n SELECT *\n FROM main.lennart.k_means(\n input_data => TABLE(SELECT * FROM main.test.titanic_sample),\n id_column => 'PassengerId',\n columns => array('Age', 'Pclass', 'Survived'),\n k => 3\n )\n )\n SELECT \n t.*,\n k.cluster_id\n FROM main.test.titanic_sample t\n JOIN kmeans k ON CAST(t.PassengerId AS STRING) = k.id\n ORDER BY t.PassengerId\n\"\"\").display()" + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": "# Analyze cluster characteristics\nspark.sql(\"\"\"\n WITH kmeans AS (\n SELECT *\n FROM main.lennart.k_means(\n input_data => TABLE(SELECT * FROM main.test.titanic_sample),\n id_column => 'PassengerId',\n columns => array('Age', 'Pclass', 'Survived'),\n k => 3\n )\n )\n SELECT \n k.cluster_id,\n COUNT(*) as count,\n AVG(t.Age) as avg_age,\n AVG(t.Pclass) as avg_class,\n AVG(t.Survived) as survival_rate\n FROM main.test.titanic_sample t\n JOIN kmeans k ON CAST(t.PassengerId AS STRING) = k.id\n GROUP BY k.cluster_id\n ORDER BY k.cluster_id\n\"\"\").display()" + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.11" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} \ No newline at end of file diff --git a/knowledge_base/udtf-operator/fixtures/titanic_sample.csv b/knowledge_base/udtf-operator/fixtures/titanic_sample.csv new file mode 100644 index 0000000..ad2ce4d --- /dev/null +++ b/knowledge_base/udtf-operator/fixtures/titanic_sample.csv @@ -0,0 +1,9 @@ +PassengerId,Age,Pclass,Survived +1,22.0,3,0 +2,38.0,1,1 +3,26.0,3,1 +4,35.0,1,1 +5,35.0,3,0 +6,54.0,1,0 +7,2.0,3,0 +8,27.0,1,0 diff --git a/knowledge_base/udtf-operator/pyproject.toml b/knowledge_base/udtf-operator/pyproject.toml new file mode 100644 index 0000000..93e2d41 --- /dev/null +++ b/knowledge_base/udtf-operator/pyproject.toml @@ -0,0 +1,30 @@ +[project] +name = "udtf_operator" +version = "0.0.1" +authors = [{ name = "lennart.kats@databricks.com" }] +requires-python = ">=3.10,<3.13" +dependencies = [ + "scikit-learn>=1.3.0", + "numpy>=1.24.0", +] + +[dependency-groups] +dev = [ + "pytest", + "databricks-dlt", + "databricks-connect>=15.4,<15.5", + "ipykernel", +] + +[project.scripts] +main = "udtf_operator.main:main" + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.build.targets.wheel] +packages = ["src"] + +[tool.black] +line-length = 125 diff --git a/knowledge_base/udtf-operator/resources/register_udtf_job.yml b/knowledge_base/udtf-operator/resources/register_udtf_job.yml new file mode 100644 index 0000000..f140c38 --- /dev/null +++ b/knowledge_base/udtf-operator/resources/register_udtf_job.yml @@ -0,0 +1,26 @@ +resources: + jobs: + register_udtf_job: + name: register_udtf_job + schedule: + quartz_cron_expression: '0 0 8 * * ?' # daily at 8am + timezone_id: "UTC" + parameters: + - name: catalog + default: ${var.catalog} + - name: schema + default: ${var.schema} + tasks: + - task_key: create_udtf + spark_python_task: + python_file: ../src/main.py + parameters: + - "--catalog" + - "{{job.parameters.catalog}}" + - "--schema" + - "{{job.parameters.schema}}" + environment_key: default + environments: + - environment_key: default + spec: + environment_version: "4" diff --git a/knowledge_base/udtf-operator/src/kmeans_udtf.py b/knowledge_base/udtf-operator/src/kmeans_udtf.py new file mode 100644 index 0000000..3039e51 --- /dev/null +++ b/knowledge_base/udtf-operator/src/kmeans_udtf.py @@ -0,0 +1,69 @@ +"""K-Means UDTF for Unity Catalog""" + +import inspect +from pyspark.sql import SparkSession + + +class SklearnKMeans: + """K-means clustering UDTF handler""" + + def __init__(self): + self.id_col = None + self.feature_cols = None + self.k = None + self.rows = [] + self.features = [] + + def eval(self, row, id_column, columns, k): + """Process each row""" + if self.id_col is None: + self.id_col = id_column + self.feature_cols = columns + self.k = max(1, int(k)) + + row_dict = row.asDict(recursive=False) + self.rows.append(row_dict) + + feats = [float(row_dict.get(c) or 0.0) for c in self.feature_cols] + self.features.append(feats) + + def terminate(self): + """Emit cluster assignments""" + if not self.rows: + return + + import numpy as np + from sklearn.cluster import KMeans + + X = np.asarray(self.features, dtype=float) + n_clusters = min(self.k, X.shape[0]) + + model = KMeans(n_clusters=n_clusters, n_init=10, random_state=42) + labels = model.fit_predict(X) + + for row_dict, label in zip(self.rows, labels): + yield str(row_dict[self.id_col]), int(label) + + +def register(catalog: str, schema: str, name: str = "k_means"): + """Register k_means UDTF in Unity Catalog""" + spark = SparkSession.builder.getOrCreate() + source = inspect.getsource(SklearnKMeans) + + # Use SQL CREATE FUNCTION since the Python API for registering UDTFs is still experimental + spark.sql(f""" + CREATE OR REPLACE FUNCTION {catalog}.{schema}.{name}( + input_data TABLE, + id_column STRING, + columns ARRAY, + k INT + ) + RETURNS TABLE (id STRING, cluster_id INT) + LANGUAGE PYTHON + HANDLER 'SklearnKMeans' + AS $$ +{source} + $$ + """) + + return f"{catalog}.{schema}.{name}" diff --git a/knowledge_base/udtf-operator/src/main.py b/knowledge_base/udtf-operator/src/main.py new file mode 100644 index 0000000..1840b39 --- /dev/null +++ b/knowledge_base/udtf-operator/src/main.py @@ -0,0 +1,14 @@ +"""Main entry point for UDTF registration""" + +import argparse +import kmeans_udtf + + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument("--catalog", required=True) + parser.add_argument("--schema", required=True) + args = parser.parse_args() + + fn = kmeans_udtf.register(args.catalog, args.schema) + print(f"✅ Registered {fn}") diff --git a/knowledge_base/udtf-operator/tests/conftest.py b/knowledge_base/udtf-operator/tests/conftest.py new file mode 100644 index 0000000..e75a08c --- /dev/null +++ b/knowledge_base/udtf-operator/tests/conftest.py @@ -0,0 +1,96 @@ +"""Pytest configuration providing Spark session and fixture loading.""" + +import os +import sys +import pathlib +from contextlib import contextmanager + + +try: + from databricks.connect import DatabricksSession + from databricks.sdk import WorkspaceClient + from pyspark.sql import SparkSession + import pytest + import json + import csv + import os +except ImportError: + raise ImportError( + "Test dependencies not found.\n\nRun tests using 'uv run pytest'. See http://docs.astral.sh/uv to learn more about uv." + ) + + +@pytest.fixture() +def spark() -> SparkSession: + """Provide a SparkSession fixture for tests. + + Minimal example: + def test_uses_spark(spark): + df = spark.createDataFrame([(1,)], ["x"]) + assert df.count() == 1 + """ + return DatabricksSession.builder.getOrCreate() + + +@pytest.fixture() +def load_fixture(spark: SparkSession): + """Provide a callable to load JSON or CSV from fixtures/ directory. + + Example usage: + + def test_using_fixture(load_fixture): + data = load_fixture("my_data.json") + assert data.count() >= 1 + """ + + def _loader(filename: str): + path = pathlib.Path(__file__).parent.parent / "fixtures" / filename + suffix = path.suffix.lower() + if suffix == ".json": + rows = json.loads(path.read_text()) + return spark.createDataFrame(rows) + if suffix == ".csv": + with path.open(newline="") as f: + rows = list(csv.DictReader(f)) + return spark.createDataFrame(rows) + raise ValueError(f"Unsupported fixture type for: {filename}") + + return _loader + + +def _enable_fallback_compute(): + """Enable serverless compute if no compute is specified.""" + conf = WorkspaceClient().config + if conf.serverless_compute_id or conf.cluster_id or os.environ.get("SPARK_REMOTE"): + return + + url = "https://docs.databricks.com/dev-tools/databricks-connect/cluster-config" + print("☁️ no compute specified, falling back to serverless compute", file=sys.stderr) + print(f" see {url} for manual configuration", file=sys.stdout) + + os.environ["DATABRICKS_SERVERLESS_COMPUTE_ID"] = "auto" + + +@contextmanager +def _allow_stderr_output(config: pytest.Config): + """Temporarily disable pytest output capture.""" + capman = config.pluginmanager.get_plugin("capturemanager") + if capman: + with capman.global_and_fixture_disabled(): + yield + else: + yield + + +def pytest_configure(config: pytest.Config): + """Configure pytest session.""" + with _allow_stderr_output(config): + _enable_fallback_compute() + + # Initialize Spark session eagerly, so it is available even when + # SparkSession.builder.getOrCreate() is used. For DB Connect 15+, + # we validate version compatibility with the remote cluster. + if hasattr(DatabricksSession.builder, "validateSession"): + DatabricksSession.builder.validateSession().getOrCreate() + else: + DatabricksSession.builder.getOrCreate() diff --git a/knowledge_base/udtf-operator/tests/test_kmeans_udtf.py b/knowledge_base/udtf-operator/tests/test_kmeans_udtf.py new file mode 100644 index 0000000..aac7904 --- /dev/null +++ b/knowledge_base/udtf-operator/tests/test_kmeans_udtf.py @@ -0,0 +1,40 @@ +"""Unit tests for k_means UDTF""" + +import sys +from pathlib import Path + +src_path = Path(__file__).parent.parent / "src" +sys.path.insert(0, str(src_path)) + +import kmeans_udtf + + +def test_kmeans_udtf(spark, load_fixture): + """Test k_means UDTF registration and execution""" + + load_fixture("titanic_sample.csv").createOrReplaceTempView("titanic_sample") + + try: + spark.sql("CREATE SCHEMA IF NOT EXISTS main.test") + fn = kmeans_udtf.register("main", "test", "test_k_means") + assert fn == "main.test.test_k_means" + + result = spark.sql( + """ + SELECT * FROM main.test.test_k_means( + input_data => TABLE(SELECT * FROM titanic_sample), + id_column => 'PassengerId', + columns => array('Age', 'Pclass', 'Survived'), + k => 3 + ) + """ + ).collect() + + assert len(result) == 8 + assert all(hasattr(r, "id") and hasattr(r, "cluster_id") for r in result) + + cluster_ids = {r.cluster_id for r in result} + assert len(cluster_ids) <= 3 + assert all(0 <= cid < 3 for cid in cluster_ids) + finally: + spark.sql(f"DROP FUNCTION IF EXISTS {fn}") diff --git a/knowledge_base/udtf-operator/uv.lock b/knowledge_base/udtf-operator/uv.lock new file mode 100644 index 0000000..4545b67 --- /dev/null +++ b/knowledge_base/udtf-operator/uv.lock @@ -0,0 +1,1191 @@ +version = 1 +revision = 3 +requires-python = ">=3.10, <3.13" +resolution-markers = [ + "python_full_version >= '3.12'", + "python_full_version == '3.11.*'", + "python_full_version < '3.11'", +] + +[[package]] +name = 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