From 05318523abe390e9a9408d9fcbfc3a462b9f1fe8 Mon Sep 17 00:00:00 2001 From: Mark Chang Date: Wed, 13 Nov 2024 19:06:05 +0800 Subject: [PATCH] add sample code for demo --- .gitignore | 183 ++++++++++++ README.md | 7 + docker-compose.yml | 24 +- dremio/.gitkeep | 0 main.py | 33 +++ minio/.gitkeep | 0 nessie/.gitkeep | 0 poetry.lock | 608 +++++++++++++++++++++++++++++++++++++++ pyproject.toml | 15 + sql/0_create_table.sql | 7 + sql/1_insert_records.sql | 11 + sql/2_select.sql | 1 + sql/3_delete_record.sql | 1 + sql/4_get_snapshot.sql | 2 + sql/5_time_travel.sql | 2 + 15 files changed, 891 insertions(+), 3 deletions(-) create mode 100644 .gitignore create mode 100644 README.md create mode 100644 dremio/.gitkeep create mode 100644 main.py create mode 100644 minio/.gitkeep create mode 100644 nessie/.gitkeep create mode 100644 poetry.lock create mode 100644 pyproject.toml create mode 100644 sql/0_create_table.sql create mode 100644 sql/1_insert_records.sql create mode 100644 sql/2_select.sql create mode 100644 sql/3_delete_record.sql create mode 100644 sql/4_get_snapshot.sql create mode 100644 sql/5_time_travel.sql diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..e6bf8e3 --- /dev/null +++ b/.gitignore @@ -0,0 +1,183 @@ +# Created by https://www.toptal.com/developers/gitignore/api/python +# Edit at https://www.toptal.com/developers/gitignore?templates=python + +### Python ### +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ +cover/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +.pybuilder/ +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +# For a library or package, you might want to ignore these files since the code is +# intended to run in multiple environments; otherwise, check them in: +# .python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# poetry +# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. +# This is especially recommended for binary packages to ensure reproducibility, and is more +# commonly ignored for libraries. +# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control +#poetry.lock + +# pdm +# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. +#pdm.lock +# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it +# in version control. +# https://pdm.fming.dev/#use-with-ide +.pdm.toml + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + +# pytype static type analyzer +.pytype/ + +# Cython debug symbols +cython_debug/ + +# PyCharm +# JetBrains specific template is maintained in a separate JetBrains.gitignore that can +# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore +# and can be added to the global gitignore or merged into this file. For a more nuclear +# option (not recommended) you can uncomment the following to ignore the entire idea folder. +#.idea/ + +### Python Patch ### +# Poetry local configuration file - https://python-poetry.org/docs/configuration/#local-configuration +poetry.toml + +# ruff +.ruff_cache/ + +# LSP config files +pyrightconfig.json + +# End of https://www.toptal.com/developers/gitignore/api/python +.envrc +dremio/* +!dremio/.gitkeep +minio/* +!minio/.gitkeep +nessie/* +!nessie/.gitkeep \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..c12305d --- /dev/null +++ b/README.md @@ -0,0 +1,7 @@ +# Apache Iceberg Practice + +This project is my learning record of Apache Iceberg. + + +## Reference +1. https://www.dremio.com/blog/intro-to-dremio-nessie-and-apache-iceberg-on-your-laptop/#h-setting-up-dremionessieminio diff --git a/docker-compose.yml b/docker-compose.yml index 06b42d3..7902211 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -5,10 +5,16 @@ services: nessie: image: projectnessie/nessie:latest container_name: nessie + environment: + - QUARKUS_PROFILE=prod + - QUARKUS_HTTP_PORT=19120 + - nessie.version.store.type=ROCKSDB + volumes: + - ./nessie:/tmp/nessie-rocksdb-store # Mount local directory to persist RocksDB data + ports: + - 19120:19120 # Expose Nessie API port networks: iceberg-network: - ports: - - 19120:19120 # Minio Storage Server minio: image: minio/minio:latest @@ -24,7 +30,15 @@ services: ports: - 9001:9001 - 9000:9000 - command: ["server", "/data", "--console-address", ":9001"] + volumes: + - ./minio/data:/data + entrypoint: > + /bin/sh -c " + minio server /data --console-address ':9001' & + sleep 5; + mc alias set myminio http://localhost:9000 admin password; + mc mb myminio/datalakehouse; + tail -f /dev/null" # Dremio dremio: platform: linux/x86_64 @@ -38,5 +52,9 @@ services: - DREMIO_JAVA_SERVER_EXTRA_OPTS=-Dpaths.dist=file:///opt/dremio/data/dist networks: iceberg-network: + volumes: + - ./dremio/data:/opt/dremio/data + - ./dremio/lib:/var/lib/dremio + - ./dremio/local:/localFiles networks: iceberg-network: diff --git a/dremio/.gitkeep b/dremio/.gitkeep new file mode 100644 index 0000000..e69de29 diff --git a/main.py b/main.py new file mode 100644 index 0000000..1c2f5be --- /dev/null +++ b/main.py @@ -0,0 +1,33 @@ +import os +import sys +from dremio_simple_query.connect import get_token, DremioConnection + + +def get_dremio_client() -> DremioConnection: + # URL to Login Endpoint + login_endpoint = "http://localhost:9047/apiv2/login" + # Payload for Login + payload = { + "userName": os.getenv("DREMIO_USERNAME"), + "password": os.getenv("DREMIO_PASSWORD"), + } + # Get token from API + token = get_token(uri=login_endpoint, payload=payload) + # URL Dremio Software Flight Endpoint + arrow_endpoint = "grpc://localhost:32010" + # Establish Client + return DremioConnection(token, arrow_endpoint) + + +def perform_dremio_query(conn: DremioConnection, sql_path: str): + sql = open(sql_path).read() + result = conn.query(sql, conn.client, conn.headers) + return result + + +if __name__ == "__main__": + conn = get_dremio_client() + sqlfiles = os.listdir("sql") + sqlfiles.sort() + sql_index = int(sys.argv[1]) + perform_dremio_query(conn, f"sql/{sqlfiles[sql_index]}") diff --git a/minio/.gitkeep b/minio/.gitkeep new file mode 100644 index 0000000..e69de29 diff --git a/nessie/.gitkeep b/nessie/.gitkeep new file mode 100644 index 0000000..e69de29 diff --git a/poetry.lock b/poetry.lock new file mode 100644 index 0000000..e441288 --- /dev/null +++ b/poetry.lock @@ -0,0 +1,608 @@ +# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. + +[[package]] +name = "certifi" +version = "2024.8.30" +description = "Python package for providing Mozilla's CA Bundle." +optional = false +python-versions = ">=3.6" +files = [ + {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"}, + {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"}, +] + +[[package]] +name = "charset-normalizer" +version = "3.4.0" +description = "The Real First Universal Charset Detector. 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+name = "iceberg-practice" +version = "0.1.0" +description = "" +authors = ["Mark Chang "] +readme = "README.md" + +[tool.poetry.dependencies] +python = "^3.9" +dremio-simple-query = "^0.0.4" + + +[build-system] +requires = ["poetry-core"] +build-backend = "poetry.core.masonry.api" diff --git a/sql/0_create_table.sql b/sql/0_create_table.sql new file mode 100644 index 0000000..1c31818 --- /dev/null +++ b/sql/0_create_table.sql @@ -0,0 +1,7 @@ +CREATE TABLE nessie.people ( + id INT, + first_name VARCHAR, + last_name VARCHAR, + age INT +) +PARTITION BY (truncate(1, last_name)); \ No newline at end of file diff --git a/sql/1_insert_records.sql b/sql/1_insert_records.sql new file mode 100644 index 0000000..796aa2d --- /dev/null +++ b/sql/1_insert_records.sql @@ -0,0 +1,11 @@ +INSERT INTO nessie.people (id, first_name, last_name, age) VALUES +(1, 'John', 'Doe', 28), +(2, 'Jane', 'Smith', 34), +(3, 'Alice', 'Johnson', 22), +(4, 'Bob', 'Williams', 45), +(5, 'Charlie', 'Brown', 30), +(6, 'David', 'Jones', 25), +(7, 'Eve', 'Garcia', 32), +(8, 'Frank', 'Miller', 29), +(9, 'Grace', 'Lee', 27), +(10, 'Henry', 'Davis', 38); \ No newline at end of file diff --git a/sql/2_select.sql b/sql/2_select.sql new file mode 100644 index 0000000..a22cc6c --- /dev/null +++ b/sql/2_select.sql @@ -0,0 +1 @@ +SELECT * FROM nessie.people; \ No newline at end of file diff --git a/sql/3_delete_record.sql b/sql/3_delete_record.sql new file mode 100644 index 0000000..e05e09f --- /dev/null +++ b/sql/3_delete_record.sql @@ -0,0 +1 @@ +DELETE FROM nessie.people WHERE age < 30; \ No newline at end of file diff --git a/sql/4_get_snapshot.sql b/sql/4_get_snapshot.sql new file mode 100644 index 0000000..b0ccc8f --- /dev/null +++ b/sql/4_get_snapshot.sql @@ -0,0 +1,2 @@ +SELECT * FROM TABLE(table_history('nessie.people')) +order by made_current_at DESC; \ No newline at end of file diff --git a/sql/5_time_travel.sql b/sql/5_time_travel.sql new file mode 100644 index 0000000..2707154 --- /dev/null +++ b/sql/5_time_travel.sql @@ -0,0 +1,2 @@ +select * FROM nessie.people +AT SNAPSHOT '8257576609807777012'; \ No newline at end of file