From 348219915179e2078ec5a738ba115f3a9b350cb3 Mon Sep 17 00:00:00 2001 From: Wei Lee Date: Fri, 29 Sep 2023 17:07:37 +0800 Subject: [PATCH 01/94] build(poetry): remove python-fb-page-insights-client --- poetry.lock | 2539 +++++++++++++++++++++++++++++++++++------------- pyproject.toml | 1 - 2 files changed, 1857 insertions(+), 683 deletions(-) diff --git a/poetry.lock b/poetry.lock index 0533e4c..32a880c 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,24 +1,36 @@ +# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. + [[package]] name = "alembic" -version = "1.6.5" +version = "1.12.0" description = "A database migration tool for SQLAlchemy." -category = "main" optional = false -python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7" +python-versions = ">=3.7" +files = [ + {file = "alembic-1.12.0-py3-none-any.whl", hash = "sha256:03226222f1cf943deee6c85d9464261a6c710cd19b4fe867a3ad1f25afda610f"}, + {file = "alembic-1.12.0.tar.gz", hash = "sha256:8e7645c32e4f200675e69f0745415335eb59a3663f5feb487abfa0b30c45888b"}, +] [package.dependencies] +importlib-metadata = {version = "*", markers = "python_version < \"3.9\""} +importlib-resources = {version = "*", markers = "python_version < \"3.9\""} Mako = "*" -python-dateutil = "*" -python-editor = ">=0.3" SQLAlchemy = ">=1.3.0" +typing-extensions = ">=4" + +[package.extras] +tz = ["python-dateutil"] [[package]] name = "apache-airflow" version = "1.10.13" description = "Programmatically author, schedule and monitor data pipelines" -category = "main" optional = false python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*" +files = [ + {file = "apache-airflow-1.10.13.tar.gz", hash = "sha256:bb637f95a2aef7b2f7d622ecda150d6a5794011bd9e8d610ab0e9a1f518325e9"}, + {file = "apache_airflow-1.10.13-py2.py3-none-any.whl", hash = "sha256:7aa176a159d90b4e93a15c1920201ffd136dcdc351a840d2ace8739b6b893f71"}, +] [package.dependencies] alembic = ">=1.0,<2.0" @@ -73,50 +85,50 @@ 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-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4" +python-versions = ">=3.7" +files = [ + {file = "urllib3-2.0.5-py3-none-any.whl", hash = "sha256:ef16afa8ba34a1f989db38e1dbbe0c302e4289a47856990d0682e374563ce35e"}, + {file = "urllib3-2.0.5.tar.gz", hash = "sha256:13abf37382ea2ce6fb744d4dad67838eec857c9f4f57009891805e0b5e123594"}, +] [package.extras] -brotli = ["brotlipy (>=0.6.0)"] -secure = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "certifi", "ipaddress"] -socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"] +brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"] +secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.1.0)", "urllib3-secure-extra"] +socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"] +zstd = ["zstandard (>=0.18.0)"] [[package]] name = "wcwidth" -version = "0.2.5" +version = "0.2.7" description = "Measures the displayed width of unicode strings in a terminal" -category = "dev" optional = false python-versions = "*" +files = [ + {file = "wcwidth-0.2.7-py2.py3-none-any.whl", hash = "sha256:fabf3e32999d9b0dab7d19d845149f326f04fe29bac67709ee071dbd92640a36"}, + {file = "wcwidth-0.2.7.tar.gz", hash = "sha256:1b6d30a98ddd5ce9bbdb33658191fd2423fc9da203fe3ef1855407dcb7ee4e26"}, +] [[package]] name = "werkzeug" version = "0.16.1" description = "The comprehensive WSGI web application library." -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" +files = [ + {file = "Werkzeug-0.16.1-py2.py3-none-any.whl", hash = "sha256:1e0dedc2acb1f46827daa2e399c1485c8fa17c0d8e70b6b875b4e7f54bf408d2"}, + {file = "Werkzeug-0.16.1.tar.gz", hash = "sha256:b353856d37dec59d6511359f97f6a4b2468442e454bd1c98298ddce53cac1f04"}, +] [package.extras] -dev = ["pytest", "coverage", "tox", "sphinx", "pallets-sphinx-themes", "sphinx-issues"] +dev = ["coverage", "pallets-sphinx-themes", "pytest", "sphinx", "sphinx-issues", "tox"] termcolor = ["termcolor"] watchdog = ["watchdog"] [[package]] name = "wtforms" -version = "2.3.3" -description = "A flexible forms validation and rendering library for Python web development." -category = "main" +version = "3.0.1" +description = "Form validation and rendering for Python web development." optional = false -python-versions = "*" +python-versions = ">=3.7" +files = [ + {file = "WTForms-3.0.1-py3-none-any.whl", hash = "sha256:837f2f0e0ca79481b92884962b914eba4e72b7a2daaf1f939c890ed0124b834b"}, + {file = "WTForms-3.0.1.tar.gz", hash = "sha256:6b351bbb12dd58af57ffef05bc78425d08d1914e0fd68ee14143b7ade023c5bc"}, +] [package.dependencies] MarkupSafe = "*" [package.extras] email = ["email-validator"] -ipaddress = ["ipaddress"] -locale = ["Babel (>=1.3)"] [[package]] name = "zipp" -version = "3.5.0" +version = "3.15.0" description = "Backport of pathlib-compatible object wrapper for zip files" -category = "main" optional = false -python-versions = ">=3.6" +python-versions = ">=3.7" +files = [ + {file = "zipp-3.15.0-py3-none-any.whl", hash = "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"}, + {file = "zipp-3.15.0.tar.gz", hash = "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b"}, +] [package.extras] -docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"] -testing = ["pytest (>=4.6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "jaraco.itertools", "func-timeout", "pytest-black (>=0.3.7)", "pytest-mypy"] +docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] +testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"] [[package]] -name = "zope.deprecation" +name = "zope-deprecation" version = "4.4.0" description = "Zope Deprecation Infrastructure" -category = "main" optional = false python-versions = "*" +files = [ + {file = "zope.deprecation-4.4.0-py2.py3-none-any.whl", hash = "sha256:f1480b74995958b24ce37b0ef04d3663d2683e5d6debc96726eff18acf4ea113"}, + {file = "zope.deprecation-4.4.0.tar.gz", hash = "sha256:0d453338f04bacf91bbfba545d8bcdf529aa829e67b705eac8c1a7fdce66e2df"}, +] + +[package.dependencies] +setuptools = "*" [package.extras] -docs = ["sphinx"] +docs = ["Sphinx"] test = ["zope.testrunner"] [metadata] -lock-version = "1.1" +lock-version = "2.0" python-versions = "^3.7.1" -content-hash = "c16f459e10c57d3db505e84eb2e1c8b1a6cc273f436f2916255ac1d2d1fca33d" - -[metadata.files] -alembic = [] -apache-airflow = [] -apispec = [] -appdirs = [] -argcomplete = [] -atomicwrites = [] -attrs = [] -babel = [] -bandit = [] -black = [] -cached-property = [] -cachelib = [] -cachetools = [] -cattrs = [] -certifi = [] -cffi = [] -charset-normalizer = [] -click = [] -colorama = [] -colorlog = [] -configparser = [] -coverage = [] -croniter = [] -defusedxml = [] -dill = [] -dnspython = [] -docutils = [] -dparse = [] -email-validator = [] -flake8 = [] -flask = [] -flask-admin = [] -flask-appbuilder = [] -flask-babel = [] -flask-caching = [] -flask-jwt-extended = [] -flask-login = [] -flask-oauthlib = [] -flask-openid = [] -flask-sqlalchemy = [] -flask-swagger = [] -flask-wtf = [] -funcsigs = [] -future = [] -gitdb = [] -gitpython = [] -google-api-core = [] -google-api-python-client = [] -google-auth = [] -google-auth-httplib2 = [] -google-auth-oauthlib = [] -google-cloud-bigquery = [] -google-cloud-core = [] -google-crc32c = [] -google-resumable-media = [] -googleapis-common-protos = [] -graphviz = [] -grpcio = [] -grpcio-status = [] -gunicorn = [] -httplib2 = [] -idna = [] -importlib-metadata = [] -iso8601 = [] -isort = [] -itsdangerous = [] -jinja2 = [] -json-merge-patch = [] -jsonschema = [] -lazy-object-proxy = [] -lockfile = [] -mako = [] -markdown = [] -markupsafe = [] -marshmallow = [] -marshmallow-enum = [] -marshmallow-sqlalchemy = [] -mccabe = [] -more-itertools = [] -mypy = [] -mypy-extensions = [] -natsort = [] -numpy = [] -oauthlib = [] -packaging = [] -pandas = [] -pathspec = [] -pbr = [] -pendulum = [] -pluggy = [] -prison = [] -proto-plus = [] -protobuf = [] -psutil = [] -py = [] -pyarrow = [] -pyasn1 = [] -pyasn1-modules = [] -pycodestyle = [] -pycparser = [] -pydantic = [] -pyflakes = [] -pygments = [] -pygsheets = [] -pyjwt = [] -pyparsing = [] -pyrsistent = [] -pytest = [] -pytest-cov = [] -python-daemon = [] -python-dateutil = [] -python-dotenv = [] -python-editor = [] -python-fb-page-insights-client = [] -python-nvd3 = [] -python-slugify = [] -python3-openid = [] -pytz = [] -pytzdata = [] -pyyaml = [] -regex = [] -requests = [] -requests-oauthlib = [] -rsa = [] -safety = [] -searchconsole = [] -setproctitle = [] -six = [] -smmap = [] -sqlalchemy = [] -sqlalchemy-jsonfield = [] -sqlalchemy-utils = [] -stevedore = [] -strenum = [] -tabulate = [] -tenacity = [] -text-unidecode = [] -thrift = [] -tinydb = [] -toml = [] -typed-ast = [] -typing-extensions = [] -tzlocal = [] -unicodecsv = [] -uritemplate = [] -urllib3 = [] -wcwidth = [] -werkzeug = [] -wtforms = [] -zipp = [] -"zope.deprecation" = [] +content-hash = "3fe31be5cbb6198c9c8c6a80a2df7bd3169c5cd5ecb357910124aa70445efa08" diff --git a/pyproject.toml b/pyproject.toml index c2a0c62..1a9da8f 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -14,7 +14,6 @@ google-cloud-bigquery = {version = "^2.24.0", python = ">=3.7.1,<3.10"} pandas = "^1.3.2" pyarrow = "^5.0.0" StrEnum = "^0.4.6" -python-fb-page-insights-client = {git = "https://github.com/pycontw/python-fb-page-insights-client.git", rev = "bd221ff"} Flask-OAuthlib = "^0.9.6" Flask-OpenID = "1.3.0" pygsheets = "^2.0.6" From be6d486b761bb105dea46aab2989f2f9d109569f Mon Sep 17 00:00:00 2001 From: Wei Lee Date: Fri, 29 Sep 2023 17:08:39 +0800 Subject: [PATCH 02/94] feat(dags): remove fb_page_insights dags as they're no longer used --- .../dags/fb_page_insights_2_bigquery.py | 50 ----- .../udfs/fb_page_insights_data_uploader.py | 191 ------------------ 2 files changed, 241 deletions(-) delete mode 100644 dags/ods/fb_page_insights/dags/fb_page_insights_2_bigquery.py delete mode 100644 dags/ods/fb_page_insights/udfs/fb_page_insights_data_uploader.py diff --git a/dags/ods/fb_page_insights/dags/fb_page_insights_2_bigquery.py b/dags/ods/fb_page_insights/dags/fb_page_insights_2_bigquery.py deleted file mode 100644 index 0d6123e..0000000 --- a/dags/ods/fb_page_insights/dags/fb_page_insights_2_bigquery.py +++ /dev/null @@ -1,50 +0,0 @@ -""" -Send PyconTW Facebook Page Insights Data to BigQuery -""" -from datetime import datetime, timedelta - -from airflow import DAG -from airflow.operators.python_operator import PythonOperator -from ods.fb_page_insights.udfs.fb_page_insights_data_uploader import ( - download_fb_page_insight_data_upload_to_bigquery, - download_fb_post_insight_data_upload_to_bigquery, -) - -DEFAULT_PAGE_ARGS = { - "owner": "Grimmer", - "start_date": datetime(2021, 8, 22), - "schedule_interval": "@daily", - "retries": 2, - "retry_delay": timedelta(minutes=5), - "max_active_runs": 1, - "catchup": False, - "on_failure_callback": lambda x: "Need to send notification to Discord", -} - -DEFAULT_POST_ARGS = { - "owner": "Grimmer", - "start_date": datetime(2021, 8, 22), - "schedule_interval": "@daily", - "retries": 2, - "retry_delay": timedelta(minutes=5), - "max_active_runs": 1, - "catchup": False, - "on_failure_callback": lambda x: "Need to send notification to Discord", -} - - -with DAG("FB_PAGE_PAGE_INSIGHTS_2_BIGQUERY", default_args=DEFAULT_PAGE_ARGS) as dag: - superman_task = PythonOperator( - task_id="superman_task", - python_callable=download_fb_page_insight_data_upload_to_bigquery, - ) - -with DAG("FB_PAGE_POST_INSIGHTS_2_BIGQUERY", default_args=DEFAULT_POST_ARGS) as dag2: - superman_task = PythonOperator( - task_id="superman_task", - python_callable=download_fb_post_insight_data_upload_to_bigquery, - ) - - -if __name__ == "__main__": - dag.cli() diff --git a/dags/ods/fb_page_insights/udfs/fb_page_insights_data_uploader.py b/dags/ods/fb_page_insights/udfs/fb_page_insights_data_uploader.py deleted file mode 100644 index cc3c40a..0000000 --- a/dags/ods/fb_page_insights/udfs/fb_page_insights_data_uploader.py +++ /dev/null @@ -1,191 +0,0 @@ -from enum import auto -from typing import Dict, List, Set - -from google.cloud import bigquery -from google.oauth2 import service_account -from pydantic import BaseSettings -from python_fb_page_insights_client import ( - FBPageInsight, - FBPageInsightConst, - PageWebInsightData, - Period, - PostsWebInsightData, -) - -# Python 3.10 will have enum.StrEnum built-in. Similar -from strenum import StrEnum - - -class FBPageInsightKey(StrEnum): - insight_list = auto() - post_list = auto() - - -class BigQueryConst(StrEnum): - PAGE_INSIGHT_TABLE = "ods_pycontw_fb_page_summary_insights" - POSTS_TABLE = "ods_pycontw_fb_posts" - POSTS_INSIGHTS_TABLE = "ods_pycontw_fb_posts_insights" - DATASET_ODS = "ods" - - -class Settings(BaseSettings): - GOOGLE_APPLICATION_CREDENTIALS = "" - BIGQUERY_PROJECT = "" - - class Config: - env_file = ".env" - env_file_encoding = "utf-8" - - -def extract_added_posts( - client: bigquery.Client, - rows_to_insert: List[Dict[str, str]], - complete_table_id: str, -): - # add 1 in case some "Off-by-one error" happens - days = FBPageInsightConst.default_between_days + 2 - query_job = client.query( - f""" - SELECT id FROM `{complete_table_id}` - WHERE created_time BETWEEN TIMESTAMP_ADD(CURRENT_TIMESTAMP(), INTERVAL -{days} DAY) AND CURRENT_TIMESTAMP() - """ - ) - - results = query_job.result() - stored_id_set: Set[str] = set() - for _, row in enumerate(results): - id = row["id"] - stored_id_set.add(id) - rows_to_insert_new: List[Dict[str, str]] = [] - for row in rows_to_insert: - new_id = row["id"] - if new_id not in stored_id_set: - rows_to_insert_new.append(row) - return rows_to_insert_new - - -def convert_json_schema_to_bigquery_schema(json_schema: Dict[str, str]): - """ for posts' schema, should at least have id and created_time to align with extract_added_posts """ - bigquery_schema: List[bigquery.SchemaField] = [] - for key, property in json_schema.items(): - type = property["type"] - bigquery_type = "" - if type == "string": - format = property.get("format") - if format is not None and format == "date-time": - bigquery_type = "TIMESTAMP" - else: - bigquery_type = "STRING" - elif type == "integer": - bigquery_type = "INTEGER" - else: - raise TypeError("not handle this type conversion yet") - schema = bigquery.SchemaField(key, bigquery_type) - bigquery_schema.append(schema) - return bigquery_schema - - -def init_bigquery_client(): - settings = Settings() - credentials = service_account.Credentials.from_service_account_file( - settings.GOOGLE_APPLICATION_CREDENTIALS - ) - client = bigquery.Client(credentials=credentials, project=settings.BIGQUERY_PROJECT) - - return client - - -def get_complete_table_id(table_id: str): - settings = Settings() - complete_table_id = ( - f"{settings.BIGQUERY_PROJECT}.{BigQueryConst.DATASET_ODS}.{table_id}" - ) - return complete_table_id - - -def write_data_to_bigquery( - client: bigquery.Client, - table_id: str, - rows_to_insert: List[Dict[str, str]], - json_schema: Dict[str, str], -): - bigquery_schema: List[ - bigquery.SchemaField - ] = convert_json_schema_to_bigquery_schema(json_schema) - complete_table_id = get_complete_table_id(table_id) - write_disposition = bigquery.WriteDisposition.WRITE_APPEND - schema_update_options = [bigquery.SchemaUpdateOption.ALLOW_FIELD_ADDITION] - - job_config = bigquery.LoadJobConfig( - schema=bigquery_schema, - write_disposition=write_disposition, - source_format=bigquery.SourceFormat.NEWLINE_DELIMITED_JSON, - schema_update_options=schema_update_options, - ) - # batch write - if len(rows_to_insert) > 0: - load_job = client.load_table_from_json( - rows_to_insert, complete_table_id, job_config=job_config, - ) - load_job.result() - else: - print("uploading data row is empty") - - -def download_fb_page_insight_data_upload_to_bigquery(): - fb = FBPageInsight() - client = init_bigquery_client() - - page_insight: PageWebInsightData = fb.get_page_default_web_insight() - write_data_to_bigquery( - client, - BigQueryConst.PAGE_INSIGHT_TABLE, - page_insight.dict()[FBPageInsightKey.insight_list], - page_insight.insight_json_schema.properties, - ) - - page_insight: PageWebInsightData = fb.get_page_default_web_insight( - period=Period.day - ) - write_data_to_bigquery( - client, - BigQueryConst.PAGE_INSIGHT_TABLE, - page_insight.dict()[FBPageInsightKey.insight_list], - page_insight.insight_json_schema.properties, - ) - - -def download_fb_post_insight_data_upload_to_bigquery(): - fb = FBPageInsight() - posts_insight: PostsWebInsightData = fb.get_post_default_web_insight() - posts_insight_dict = posts_insight.dict() - - client = init_bigquery_client() - - post_list_rows = posts_insight_dict[FBPageInsightKey.post_list] - complete_table_id = get_complete_table_id(BigQueryConst.POSTS_TABLE) - filtered_post_list_rows = extract_added_posts( - client, post_list_rows, complete_table_id - ) - - write_data_to_bigquery( - client, - BigQueryConst.POSTS_TABLE, - filtered_post_list_rows, - posts_insight.post_json_schema.properties, - ) - - post_insight_list_rows: List[Dict[str, str]] = posts_insight_dict[ - FBPageInsightKey.insight_list - ] - write_data_to_bigquery( - client, - BigQueryConst.POSTS_INSIGHTS_TABLE, - post_insight_list_rows, - posts_insight.insight_json_schema.properties, - ) - - -if __name__ == "__main__": - download_fb_page_insight_data_upload_to_bigquery() - download_fb_post_insight_data_upload_to_bigquery() From 175089833d88ae093800482af252bf91543e23f8 Mon Sep 17 00:00:00 2001 From: Wei Lee Date: Fri, 29 Sep 2023 17:14:50 +0800 Subject: [PATCH 03/94] ci(github-actions): remove poetry version pin in python workflow --- .github/workflows/python.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/python.yml b/.github/workflows/python.yml index 6686a2c..4334a27 100644 --- a/.github/workflows/python.yml +++ b/.github/workflows/python.yml @@ -14,6 +14,7 @@ jobs: timeout-minutes: 10 steps: - uses: actions/checkout@v2 + - name: Set up Python 3.8 uses: actions/setup-python@v1 with: @@ -21,8 +22,7 @@ jobs: - name: Install dependencies run: | - pip install poetry==1.1.14 - poetry config experimental.new-installer false + pip install -U poetry poetry install - name: Run linters From ab5e759ff8d751d9804aaa845f45d2dd19da4faa Mon Sep 17 00:00:00 2001 From: Wei Lee Date: Sat, 30 Sep 2023 15:43:48 +0800 Subject: [PATCH 04/94] build(poetry): pin marksaft to 2.0.1 due to https://github.com/pallets/markupsafe/issues/304 --- poetry.lock | 314 ++++++++++++++++++++++++++----------------------- pyproject.toml | 2 + 2 files changed, 172 insertions(+), 144 deletions(-) diff --git a/poetry.lock b/poetry.lock index 32a880c..2fb386e 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. 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\"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"} importlib-metadata = {version = "*", markers = "python_version < \"3.8\""} [package.extras] @@ -3221,13 +3247,13 @@ zstd = ["zstandard (>=0.18.0)"] [[package]] name = "wcwidth" -version = "0.2.7" +version = "0.2.8" description = "Measures the displayed width of unicode strings in a terminal" optional = false python-versions = "*" files = [ - {file = "wcwidth-0.2.7-py2.py3-none-any.whl", hash = "sha256:fabf3e32999d9b0dab7d19d845149f326f04fe29bac67709ee071dbd92640a36"}, - {file = "wcwidth-0.2.7.tar.gz", hash = "sha256:1b6d30a98ddd5ce9bbdb33658191fd2423fc9da203fe3ef1855407dcb7ee4e26"}, + {file = "wcwidth-0.2.8-py2.py3-none-any.whl", hash = "sha256:77f719e01648ed600dfa5402c347481c0992263b81a027344f3e1ba25493a704"}, + {file = "wcwidth-0.2.8.tar.gz", hash = "sha256:8705c569999ffbb4f6a87c6d1b80f324bd6db952f5eb0b95bc07517f4c1813d4"}, ] [[package]] @@ -3299,4 +3325,4 @@ test = ["zope.testrunner"] [metadata] lock-version = "2.0" python-versions = "^3.7.1" -content-hash = "3fe31be5cbb6198c9c8c6a80a2df7bd3169c5cd5ecb357910124aa70445efa08" +content-hash = "828a7da27139c69a10678b62e1ac850e4b6f81791bdbd5f998b47fea6b150c29" diff --git a/pyproject.toml b/pyproject.toml index 1a9da8f..87086aa 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -17,6 +17,8 @@ StrEnum = "^0.4.6" Flask-OAuthlib = "^0.9.6" Flask-OpenID = "1.3.0" pygsheets = "^2.0.6" +# https://github.com/pallets/markupsafe/issues/304 +MarkupSafe = "==2.0.1" [tool.poetry.dev-dependencies] safety = "^1.9.0" From f8fc0aa92d89e55533e13d52f24158b4612b6f0e Mon Sep 17 00:00:00 2001 From: Wei Lee Date: Fri, 6 Oct 2023 22:24:20 +0800 Subject: [PATCH 05/94] build: unify airflow and python version across project Originally, the base image puckel/docker-airflow:1.10.9 use airflow==1.10.9, python==3.7 while linters, doc, GitHub actions use airflow==1.10.13, python==3.8. thus, in this commit, I intent to unify them as airflow==1.10.13, python==3.8 --- .github/workflows/python.yml | 35 +++++++++++++++++------------------ Dockerfile | 2 +- poetry.toml | 2 ++ pyproject.toml | 2 +- 4 files changed, 21 insertions(+), 20 deletions(-) create mode 100644 poetry.toml diff --git a/.github/workflows/python.yml b/.github/workflows/python.yml index 4334a27..34d322f 100644 --- a/.github/workflows/python.yml +++ b/.github/workflows/python.yml @@ -2,9 +2,9 @@ name: Python CI on: push: - branches: [ master ] + branches: [master] pull_request: - branches: [ master ] + branches: [master] env: POETRY_VIRTUALENVS_CREATE: false AIRFLOW_TEST_MODE: true @@ -13,27 +13,26 @@ jobs: runs-on: ubuntu-latest timeout-minutes: 10 steps: - - uses: actions/checkout@v2 - - - name: Set up Python 3.8 - uses: actions/setup-python@v1 - with: - python-version: 3.8 + - uses: actions/checkout@v2 - - name: Install dependencies - run: | - pip install -U poetry - poetry install + - name: Set up Python 3.8 + uses: actions/setup-python@v1 + with: + python-version: 3.8 - - name: Run linters - run: make lint + - name: Install dependencies + run: | + pip install -U poetry + poetry install - - name: Run test - run: make test + - name: Run linters + run: make lint - - name: Coverage - run: make coverage + - name: Run test + run: make test + - name: Coverage + run: make coverage # CD part # - name: Push dags to GCS diff --git a/Dockerfile b/Dockerfile index 625ebde..c448444 100644 --- a/Dockerfile +++ b/Dockerfile @@ -1,4 +1,4 @@ -FROM puckel/docker-airflow:1.10.9 +FROM apache/airflow:1.10.13-python3.8 USER root ENV POETRY_VIRTUALENVS_CREATE=false \ POETRY_CACHE_DIR='/var/cache/pypoetry' \ diff --git a/poetry.toml b/poetry.toml new file mode 100644 index 0000000..084377a --- /dev/null +++ b/poetry.toml @@ -0,0 +1,2 @@ +[virtualenvs] +create = false diff --git a/pyproject.toml b/pyproject.toml index 87086aa..5341173 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -5,7 +5,7 @@ description = "" authors = ["davidtnfsh "] [tool.poetry.dependencies] -python = "^3.7.1" +python = "^3.8.0" requests = "^2.26.0" apache-airflow = "1.10.13" searchconsole = "^0.0.4" From 24e5bc9c488610ea8ebde6c791a59cca94a210de Mon Sep 17 00:00:00 2001 From: Wei Lee Date: Fri, 6 Oct 2023 22:08:12 +0800 Subject: [PATCH 06/94] build(poetry/): relock --- poetry.lock | 1111 ++++++++++++++++++++++++++------------------------- 1 file changed, 561 insertions(+), 550 deletions(-) diff --git a/poetry.lock b/poetry.lock index 2fb386e..c16a54c 100644 --- a/poetry.lock +++ b/poetry.lock @@ -54,7 +54,6 @@ funcsigs = ">=1.0.0,<2.0.0" future = ">=0.16.0,<0.19" graphviz = ">=0.12" gunicorn = ">=19.5.0,<21.0" -importlib-metadata = {version = ">=2.0,<3.0", markers = "python_version < \"3.8\""} iso8601 = ">=0.1.12" jinja2 = ">=2.10.1,<2.12.0" json-merge-patch = "0.2" @@ -78,7 +77,6 @@ sqlalchemy-jsonfield = {version = ">=0.9,<1.0", markers = "python_version >= \"3 tabulate = ">=0.7.5,<0.9" tenacity = "4.12.0" thrift = ">=0.9.2" -typing-extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""} tzlocal = ">=1.4,<2.0.0" unicodecsv = ">=0.14.1" werkzeug = "<1.0.0" @@ -212,9 +210,6 @@ files = [ {file = "argcomplete-1.12.3.tar.gz", hash = "sha256:2c7dbffd8c045ea534921e63b0be6fe65e88599990d8dc408ac8c542b72a5445"}, ] -[package.dependencies] -importlib-metadata = {version = ">=0.23,<5", markers = "python_version == \"3.7\""} - [package.extras] test = ["coverage", "flake8", "pexpect", "wheel"] @@ -247,18 +242,21 @@ tests-no-zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (> [[package]] name = "babel" -version = "2.12.1" +version = "2.13.0" description = "Internationalization utilities" optional = false python-versions = ">=3.7" files = [ - {file = "Babel-2.12.1-py3-none-any.whl", hash = "sha256:b4246fb7677d3b98f501a39d43396d3cafdc8eadb045f4a31be01863f655c610"}, - {file = "Babel-2.12.1.tar.gz", hash = "sha256:cc2d99999cd01d44420ae725a21c9e3711b3aadc7976d6147f622d8581963455"}, + {file = "Babel-2.13.0-py3-none-any.whl", hash = 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description = "Backport of pathlib-compatible object wrapper for zip files" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "zipp-3.15.0-py3-none-any.whl", hash = "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"}, - {file = "zipp-3.15.0.tar.gz", hash = "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b"}, + {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"}, + {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"}, ] [package.extras] -docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] -testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"] +docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"] +testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"] [[package]] name = "zope-deprecation" @@ -3324,5 +3335,5 @@ test = ["zope.testrunner"] [metadata] lock-version = "2.0" -python-versions = "^3.7.1" -content-hash = "828a7da27139c69a10678b62e1ac850e4b6f81791bdbd5f998b47fea6b150c29" +python-versions = "^3.8.0" +content-hash = "6faf52c65db3500623952282aea716c376d419808c89ceece75a0407265f73c3" From 893b1049536ed82952334003d62654454361aafe Mon Sep 17 00:00:00 2001 From: Wei Lee Date: Fri, 6 Oct 2023 22:32:51 +0800 Subject: [PATCH 07/94] build(poetry): pin poetry to 1.6.1 (current latest), remove POETRY_VIRTUALENVS_CREATE and move this config to poetry.toml --- .github/workflows/python.yml | 3 +-- Dockerfile | 9 +++++---- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/.github/workflows/python.yml b/.github/workflows/python.yml index 34d322f..d64c203 100644 --- a/.github/workflows/python.yml +++ b/.github/workflows/python.yml @@ -6,7 +6,6 @@ on: pull_request: branches: [master] env: - POETRY_VIRTUALENVS_CREATE: false AIRFLOW_TEST_MODE: true jobs: build: @@ -22,7 +21,7 @@ jobs: - name: Install dependencies run: | - pip install -U poetry + pip install -U poetry==1.6.1 poetry install - name: Run linters diff --git a/Dockerfile b/Dockerfile index c448444..12f70c0 100644 --- a/Dockerfile +++ b/Dockerfile @@ -1,7 +1,6 @@ FROM apache/airflow:1.10.13-python3.8 USER root -ENV POETRY_VIRTUALENVS_CREATE=false \ - POETRY_CACHE_DIR='/var/cache/pypoetry' \ +ENV POETRY_CACHE_DIR='/var/cache/pypoetry' \ GOOGLE_APPLICATION_CREDENTIALS='/usr/local/airflow/service-account.json' RUN apt-get update \ @@ -9,16 +8,18 @@ RUN apt-get update \ # 1. if you don't need postgres, remember to remove postgresql-dev and sqlalchemy # 2. libglib2.0-0 libsm6 libxext6 libxrender-dev libgl1-mesa-dev are required by opencv # 3. git is required by pip install git+https - && pip install --no-cache-dir poetry==1.1.7 \ + && pip install --no-cache-dir -U poetry==1.6.1 \ && apt-get clean \ && rm -rf /var/lib/apt/lists/* COPY pyproject.toml pyproject.toml COPY poetry.lock poetry.lock + RUN python -m poetry install --no-interaction --no-ansi --no-dev \ # Cleaning poetry installation's cache for production: && rm -rf "$POETRY_CACHE_DIR" \ && pip uninstall -yq poetry + USER airflow COPY dags /usr/local/airflow/dags -COPY airflow.cfg airflow.cfg \ No newline at end of file +COPY airflow.cfg airflow.cfg From e35977cfd9a767b57cc3cb318d2a2dfef6dc7f7d Mon Sep 17 00:00:00 2001 From: Wei Lee Date: Fri, 6 Oct 2023 22:51:48 +0800 Subject: [PATCH 08/94] build(docker): fix missing public key issue --- Dockerfile | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/Dockerfile b/Dockerfile index 12f70c0..3bed3d3 100644 --- a/Dockerfile +++ b/Dockerfile @@ -3,7 +3,8 @@ USER root ENV POETRY_CACHE_DIR='/var/cache/pypoetry' \ GOOGLE_APPLICATION_CREDENTIALS='/usr/local/airflow/service-account.json' -RUN apt-get update \ +RUN apt-key adv --keyserver keyserver.ubuntu.com --recv-keys 467B942D3A79BD29 \ + && apt-get update \ && apt-get install -y --no-install-recommends git \ # 1. if you don't need postgres, remember to remove postgresql-dev and sqlalchemy # 2. libglib2.0-0 libsm6 libxext6 libxrender-dev libgl1-mesa-dev are required by opencv From 0215e2f6fc800d3437ff79d9ce8fd1cc431e2177 Mon Sep 17 00:00:00 2001 From: Wei Lee Date: Sat, 14 Oct 2023 14:25:59 +0800 Subject: [PATCH 09/94] docs(README): rewording --- README.md | 43 +++++++++++++++++++------------------------ 1 file changed, 19 insertions(+), 24 deletions(-) diff --git a/README.md b/README.md index 42b2c27..69e0f45 100644 --- a/README.md +++ b/README.md @@ -4,6 +4,9 @@ Using Airflow to implement our ETL pipelines + +[TOC] + ## Year to Year Jobs 這三個 job 什麼時候打開需要人工確認（麻煩當年的組長大大了），理論上是售票開始前我們要測試一下然後打開 @@ -19,38 +22,34 @@ Using Airflow to implement our ETL pipelines * Dag 的命名規則請看這篇 [阿里巴巴大數據實戰](https://medium.com/@davidtnfsh/%E5%A4%A7%E6%95%B0%E6%8D%AE%E4%B9%8B%E8%B7%AF-%E9%98%BF%E9%87%8C%E5%B7%B4%E5%B7%B4%E5%A4%A7%E6%95%B0%E6%8D%AE%E5%AE%9E%E8%B7%B5-%E8%AE%80%E6%9B%B8%E5%BF%83%E5%BE%97-54e795c2b8c) * Please refer to [this article](https://medium.com/@davidtnfsh/%E5%A4%A7%E6%95%B0%E6%8D%AE%E4%B9%8B%E8%B7%AF-%E9%98%BF%E9%87%8C%E5%B7%B4%E5%B7%B4%E5%A4%A7%E6%95%B0%E6%8D%AE%E5%AE%9E%E8%B7%B5-%E8%AE%80%E6%9B%B8%E5%BF%83%E5%BE%97-54e795c2b8c) for naming guidline - -1. ods/opening_crawler: Crawlers written by @Rain. Those openings can be used for recuitment board, which was implemented by @tai271828 and @stacy. -2. ods/survey_cake: A manually triggered uploader which would upload questionnaire to bigquery. The uploader should be invoked after we recieved the surveycake questionnaire. + * examples + 1. `ods/opening_crawler`: Crawlers written by @Rain. Those openings can be used for the recruitment board, which was implemented by @tai271828 and @stacy. + 2. `ods/survey_cake`: A manually triggered uploader that would upload questionnaires to bigquery. The uploader should be invoked after we receive the surveycake questionnaire. ## Prerequisites - 1. [Install Python 3.8+](https://www.python.org/downloads/release/python-3811/) 2. [Get Docker](https://docs.docker.com/get-docker/) 3. [Install Git](https://git-scm.com/book/zh-tw/v2/%E9%96%8B%E5%A7%8B-Git-%E5%AE%89%E8%A3%9D%E6%95%99%E5%AD%B8) 4. [Get npm](https://www.npmjs.com/get-npm) ## Install - -1. `docker pull puckel/docker-airflow:1.10.9` +1. `docker pull docker.io/apache/airflow:1.10.13-python3.8` 2. Python dependencies: 1. `virtualenv venv` * `. venv/bin/activate` 2. `pip install poetry` 3. `poetry install` -3. Npm dependencies, for linter, formatter and commit linter (optional): +3. Npm dependencies for linter, formatter, and commit linter (optional): 1. `brew install npm` 2. `npm ci` ## Commit - 1. `git add ` 2. `npm run check`: Apply all the linter and formatter 3. `npm run commit` ## PR - -Please use Gitlab Flow, otherwise you cannot pass dockerhub CI +Please use Gitlab Flow, otherwise, you cannot pass docker hub CI ## Run @@ -62,7 +61,6 @@ Please use Gitlab Flow, otherwise you cannot pass dockerhub CI 4. Check its command in [contrib/README.md](contrib/README.md) 5. `python xxx.py` - ### Local environment Docker > Find @davidtnfsh if you don't have those secrets. @@ -76,12 +74,12 @@ Please use Gitlab Flow, otherwise you cannot pass dockerhub CI * Build dev/test image (for dev/test): `docker build -t davidtnfsh/pycon_etl:test --cache-from davidtnfsh/pycon_etl:prod -f Dockerfile.test .` 2. Fill in some secrets: 1. `cp .env.template .env.staging` for dev/test. `cp .env.template .env.production` instead if you are going to start a production instance. - 2. Follow the instruction in `.env.` and fill in your secrets. - If you are just running the staging instance for development as a sandbox, and not going to access any specific thrid-party service, leave the `.env.staging` as-is should be fine. + 2. Follow the instructions in `.env.` and fill in your secrets. + If you are running the staging instance for development as a sandbox and not going to access any specific third-party service, leave the `.env.staging` as-is should be fine. 3. Start the Airflow server: * production: `docker run --log-opt max-size=1m -p 8080:8080 --name airflow -v $(pwd)/dags:/usr/local/airflow/dags -v $(pwd)/service-account.json:/usr/local/airflow/service-account.json --env-file=./.env.production davidtnfsh/pycon_etl:prod webserver` * dev/test: `docker run -p 8080:8080 --name airflow -v $(pwd)/dags:/usr/local/airflow/dags -v $(pwd)/service-account.json:/usr/local/airflow/service-account.json --env-file=./.env.staging davidtnfsh/pycon_etl:test webserver` - * Note the difference are just the env file name and the image cache. + * Note the difference is just the env file name and the image cache. 4. Portforward compute instance to your local and then navigate to : 1. `gcloud beta compute ssh --zone "asia-east1-b" "data-team" --project "pycontw-225217" -- -NL 8080:localhost:8080` 2. If Port 8080 is already in use. You need to stop the service occupied 8080 port on your local first. @@ -90,9 +88,8 @@ Please use Gitlab Flow, otherwise you cannot pass dockerhub CI 5. Setup Airflow's Variable and Connections: * Youtube: ![img](docs/youtube-connection.png) - -### Local environment Docker(windows) -> Do not use Windows Powershell, please use Comman Prompt instead. +### Local environment Docker (Windows) +> Do not use Windows Powershell; please use Command Prompt instead. > Find @davidtnfsh if you don't have those secrets. @@ -105,8 +102,8 @@ Please use Gitlab Flow, otherwise you cannot pass dockerhub CI * Build dev/test image (for dev/test): `docker build -t davidtnfsh/pycon_etl:test --cache-from davidtnfsh/pycon_etl:prod -f Dockerfile.test .` 2. Fill in some secrets: 1. `copy .env.template .env.staging` for dev/test. `copy .env.template .env.production` instead if you are going to start a production instance. - 2. Follow the instruction in `.env.` and fill in your secrets. - If you are just running the staging instance for development as a sandbox, and not going to access any specific thrid-party service, leave the `.env.staging` as-is should be fine. + 2. Follow the instructions in `.env.` and fill in your secrets. + If you are running the staging instance for development as a sandbox, and not going to access any specific thrid-party service, leave the `.env.staging` as-is should be fine. 3. Start the Airflow server: * production: `docker run -p 8080:8080 --name airflow -v "/$(pwd)"/dags:/usr/local/airflow/dags -v "/$(pwd)"/service-account.json:/usr/local/airflow/service-account.json --env-file=./.env.production davidtnfsh/pycon_etl:prod webserver` * dev/test: `docker run -p 8080:8080 --name airflow -v "/$(pwd)"/dags:/usr/local/airflow/dags -v "/$(pwd)"/service-account.json:/usr/local/airflow/service-account.json --env-file=./.env.staging davidtnfsh/pycon_etl:test webserver` @@ -115,17 +112,16 @@ Please use Gitlab Flow, otherwise you cannot pass dockerhub CI 1. `gcloud beta compute ssh --zone "asia-east1-b" "data-team" --project "pycontw-225217" -- -N -L 8080:localhost:8080` 2. If Port 8080 is already in use. You need to stop the service occupied 8080 port on your local first. - ![image](./docs/airflow.png) + #### BigQuery (Optional) 1. Setup the Authentication of GCP: * After invoking `gcloud auth application-default login`, you'll get a credentials.json resides in `$HOME/.config/gcloud/application_default_credentials.json`. Invoke `export GOOGLE_APPLICATION_CREDENTIALS="/path/to/keyfile.json"` if you have it. - * service-account.json: Please contact @david30907d using email, telegram or discord. No worry about this json if you are just running the sandbox staging instance for development. + * service-account.json: Please contact @david30907d using email, telegram, or discord. No worry about this json if you are running the sandbox staging instance for development. 2. Give [Toy-Examples](#Toy-Examples) a try ## Deployment & Setting Up Credentials/Env - -1. Login to data team's server: +1. Login to the data team's server: 1. `gcloud compute ssh --zone "asia-east1-b" "data-team" --project "pycontw-225217"` 2. service: * ETL: `/home/zhangtaiwei/pycon-etl` @@ -144,7 +140,6 @@ Please use Gitlab Flow, otherwise you cannot pass dockerhub CI * kktix_events_endpoint: url path of kktix's `hosting_events`, ask @gtb for details! ### CI/CD - Please check [.github/workflows](.github/workflows) for details ## Tutorials From bb17b8a7c9a8708296e2caf9dbba467329431c63 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 2 Mar 2024 16:51:30 +0800 Subject: [PATCH 10/94] Edit 2024 proposal call date range --- dags/app/proposal_reminder/dag.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/dags/app/proposal_reminder/dag.py b/dags/app/proposal_reminder/dag.py index 27e1f3c..cdc8798 100644 --- a/dags/app/proposal_reminder/dag.py +++ b/dags/app/proposal_reminder/dag.py @@ -10,8 +10,8 @@ DEFAULT_ARGS = { "owner": "Henry Lee", "depends_on_past": False, - "start_date": datetime(2023, 3, 1), - "end_date": datetime(2023, 4, 1), + "start_date": datetime(2024, 2, 25), + "end_date": datetime(2024, 4, 9), "retries": 2, "retry_delay": timedelta(minutes=5), } From c74c9efc9ef3514bb77503fb69b6b4d445083b40 Mon Sep 17 00:00:00 2001 From: Xch1 Date: Sat, 30 Mar 2024 17:19:12 +0800 Subject: [PATCH 11/94] switch test to ods --- dags/app/finance_bot/udf.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/dags/app/finance_bot/udf.py b/dags/app/finance_bot/udf.py index 6e9a45c..839e28a 100644 --- a/dags/app/finance_bot/udf.py +++ b/dags/app/finance_bot/udf.py @@ -39,7 +39,7 @@ def read_bigquery_to_df() -> pd.DataFrame: client = bigquery.Client() query = """ SELECT * - FROM `pycontw-225217.test.pycontw_finance` + FROM `pycontw-225217.ods.pycontw_finance` """ query_job = client.query(query) results = query_job.result() @@ -73,7 +73,7 @@ def read_google_xls_to_df() -> pd.DataFrame: def write_to_bigquery(df) -> None: project_id = "pycontw-225217" - dataset_id = "test" + dataset_id = "ods" table_id = "pycontw_finance" client = bigquery.Client(project=project_id) table = client.dataset(dataset_id).table(table_id) From 03407f02c419dab2db827043a98394f83fa85c31 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 27 Apr 2024 16:59:30 +0800 Subject: [PATCH 12/94] build(docker): fix missing public key issue --- Dockerfile | 1 + 1 file changed, 1 insertion(+) diff --git a/Dockerfile b/Dockerfile index 3bed3d3..65c4016 100644 --- a/Dockerfile +++ b/Dockerfile @@ -4,6 +4,7 @@ ENV POETRY_CACHE_DIR='/var/cache/pypoetry' \ GOOGLE_APPLICATION_CREDENTIALS='/usr/local/airflow/service-account.json' RUN apt-key adv --keyserver keyserver.ubuntu.com --recv-keys 467B942D3A79BD29 \ + && apt-key adv --keyserver keyserver.ubuntu.com --recv-keys B7B3B788A8D3785C \ && apt-get update \ && apt-get install -y --no-install-recommends git \ # 1. if you don't need postgres, remember to remove postgresql-dev and sqlalchemy From ddc54ae4f211336066ac49f685d1ee13a1a5ff7d Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 11 May 2024 15:28:30 +0800 Subject: [PATCH 13/94] build(poetry): rename project --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 5341173..5c86f3b 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,5 +1,5 @@ [tool.poetry] -name = "python_project_template" +name = "pycon-etl" version = "0.1.0" description = "" authors = ["davidtnfsh "] From ec34d9635ddb47c218b09420584cd9f9d05ae856 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 11 May 2024 17:26:34 +0800 Subject: [PATCH 14/94] build(pip): add missing deps --- poetry.lock | 1508 +++++++++++++++++++++++------------------------- pyproject.toml | 1 + 2 files changed, 736 insertions(+), 773 deletions(-) diff --git a/poetry.lock b/poetry.lock index c16a54c..2ba9399 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,14 +1,14 @@ -# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. [[package]] name = "alembic" -version = "1.12.0" +version = "1.13.1" description = "A database migration tool for SQLAlchemy." optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "alembic-1.12.0-py3-none-any.whl", hash = "sha256:03226222f1cf943deee6c85d9464261a6c710cd19b4fe867a3ad1f25afda610f"}, - {file = "alembic-1.12.0.tar.gz", hash = "sha256:8e7645c32e4f200675e69f0745415335eb59a3663f5feb487abfa0b30c45888b"}, + {file = "alembic-1.13.1-py3-none-any.whl", hash = "sha256:2edcc97bed0bd3272611ce3a98d98279e9c209e7186e43e75bbb1b2bdfdbcc43"}, + {file = "alembic-1.13.1.tar.gz", hash = "sha256:4932c8558bf68f2ee92b9bbcb8218671c627064d5b08939437af6d77dc05e595"}, ] [package.dependencies] @@ -19,7 +19,7 @@ SQLAlchemy = ">=1.3.0" typing-extensions = ">=4" [package.extras] -tz = ["python-dateutil"] +tz = ["backports.zoneinfo"] [[package]] name = "apache-airflow" @@ -242,13 +242,13 @@ tests-no-zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (> [[package]] name = "babel" -version = "2.13.0" +version = "2.15.0" description = "Internationalization utilities" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "Babel-2.13.0-py3-none-any.whl", hash = "sha256:fbfcae1575ff78e26c7449136f1abbefc3c13ce542eeb13d43d50d8b047216ec"}, - {file = "Babel-2.13.0.tar.gz", hash = "sha256:04c3e2d28d2b7681644508f836be388ae49e0cfe91465095340395b60d00f210"}, + {file = "Babel-2.15.0-py3-none-any.whl", hash = "sha256:08706bdad8d0a3413266ab61bd6c34d0c28d6e1e7badf40a2cebe67644e2e1fb"}, + {file = "babel-2.15.0.tar.gz", hash = "sha256:8daf0e265d05768bc6c7a314cf1321e9a123afc328cc635c18622a2f30a04413"}, ] [package.dependencies] @@ -259,24 +259,25 @@ dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"] [[package]] name = "bandit" -version = "1.7.5" +version = "1.7.8" description = "Security oriented static analyser for python code." optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "bandit-1.7.5-py3-none-any.whl", hash = "sha256:75665181dc1e0096369112541a056c59d1c5f66f9bb74a8d686c3c362b83f549"}, - {file = "bandit-1.7.5.tar.gz", hash = "sha256:bdfc739baa03b880c2d15d0431b31c658ffc348e907fe197e54e0389dd59e11e"}, + {file = "bandit-1.7.8-py3-none-any.whl", hash = "sha256:509f7af645bc0cd8fd4587abc1a038fc795636671ee8204d502b933aee44f381"}, + {file = "bandit-1.7.8.tar.gz", hash = "sha256:36de50f720856ab24a24dbaa5fee2c66050ed97c1477e0a1159deab1775eab6b"}, ] [package.dependencies] colorama = {version = ">=0.3.9", markers = "platform_system == \"Windows\""} -GitPython = ">=1.0.1" PyYAML = ">=5.3.1" rich = "*" stevedore = ">=1.20.0" [package.extras] -test = ["beautifulsoup4 (>=4.8.0)", "coverage (>=4.5.4)", "fixtures (>=3.0.0)", "flake8 (>=4.0.0)", "pylint (==1.9.4)", "stestr (>=2.5.0)", "testscenarios (>=0.5.0)", "testtools (>=2.3.0)", "tomli (>=1.1.0)"] +baseline = ["GitPython (>=3.1.30)"] +sarif = ["jschema-to-python (>=1.2.3)", "sarif-om (>=1.0.4)"] +test = ["beautifulsoup4 (>=4.8.0)", "coverage (>=4.5.4)", "fixtures (>=3.0.0)", "flake8 (>=4.0.0)", "pylint (==1.9.4)", "stestr (>=2.5.0)", "testscenarios (>=0.5.0)", "testtools (>=2.3.0)"] toml = ["tomli (>=1.1.0)"] yaml = ["PyYAML"] @@ -316,24 +317,24 @@ files = [ [[package]] name = "cachelib" -version = "0.10.2" +version = "0.13.0" description = "A collection of cache libraries in the same API interface." optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - 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brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"] -secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.1.0)", "urllib3-secure-extra"] +h2 = ["h2 (>=4,<5)"] socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"] zstd = ["zstandard (>=0.18.0)"] [[package]] name = "wcwidth" -version = "0.2.8" +version = "0.2.13" description = "Measures the displayed width of unicode strings in a terminal" optional = false python-versions = "*" files = [ - {file = "wcwidth-0.2.8-py2.py3-none-any.whl", hash = "sha256:77f719e01648ed600dfa5402c347481c0992263b81a027344f3e1ba25493a704"}, - {file = "wcwidth-0.2.8.tar.gz", hash = "sha256:8705c569999ffbb4f6a87c6d1b80f324bd6db952f5eb0b95bc07517f4c1813d4"}, + {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"}, + {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"}, ] [[package]] @@ -3285,35 +3247,35 @@ watchdog = ["watchdog"] [[package]] name = "wtforms" -version = "3.0.1" +version = "3.1.2" description = "Form validation and rendering for Python web development." optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "WTForms-3.0.1-py3-none-any.whl", hash = "sha256:837f2f0e0ca79481b92884962b914eba4e72b7a2daaf1f939c890ed0124b834b"}, - {file = "WTForms-3.0.1.tar.gz", hash = "sha256:6b351bbb12dd58af57ffef05bc78425d08d1914e0fd68ee14143b7ade023c5bc"}, + {file = "wtforms-3.1.2-py3-none-any.whl", hash = "sha256:bf831c042829c8cdbad74c27575098d541d039b1faa74c771545ecac916f2c07"}, + {file = "wtforms-3.1.2.tar.gz", hash = "sha256:f8d76180d7239c94c6322f7990ae1216dae3659b7aa1cee94b6318bdffb474b9"}, ] [package.dependencies] -MarkupSafe = "*" +markupsafe = "*" [package.extras] email = ["email-validator"] [[package]] name = "zipp" -version = "3.17.0" +version = "3.18.1" description = "Backport of pathlib-compatible object wrapper for zip files" optional = false python-versions = ">=3.8" files = [ - {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"}, - {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"}, + {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"}, + {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"}, ] [package.extras] -docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"] -testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"] +docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] +testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"] [[package]] name = "zope-deprecation" @@ -3336,4 +3298,4 @@ test = ["zope.testrunner"] [metadata] lock-version = "2.0" python-versions = "^3.8.0" -content-hash = "6faf52c65db3500623952282aea716c376d419808c89ceece75a0407265f73c3" +content-hash = "0e7bb3d3a85a262407005b61f9734ddca72d1148ac89dd53e16412361b992dca" diff --git a/pyproject.toml b/pyproject.toml index 5c86f3b..991056c 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -19,6 +19,7 @@ Flask-OpenID = "1.3.0" pygsheets = "^2.0.6" # https://github.com/pallets/markupsafe/issues/304 MarkupSafe = "==2.0.1" +docutils = "^0.20" [tool.poetry.dev-dependencies] safety = "^1.9.0" From d66bae8973ca48316633d912e0f67fcfbc16a2c8 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 11 May 2024 18:08:20 +0800 Subject: [PATCH 15/94] build(docker): build time error --- Dockerfile | 1 + poetry.lock | 10 ++++++++-- 2 files changed, 9 insertions(+), 2 deletions(-) diff --git a/Dockerfile b/Dockerfile index 65c4016..2daf57e 100644 --- a/Dockerfile +++ b/Dockerfile @@ -15,6 +15,7 @@ RUN apt-key adv --keyserver keyserver.ubuntu.com --recv-keys 467B942D3A79BD29 \ && rm -rf /var/lib/apt/lists/* COPY pyproject.toml pyproject.toml +COPY poetry.toml poetry.toml COPY poetry.lock poetry.lock RUN python -m poetry install --no-interaction --no-ansi --no-dev \ diff --git a/poetry.lock b/poetry.lock index 2ba9399..f41924d 100644 --- a/poetry.lock +++ b/poetry.lock @@ -943,8 +943,14 @@ files = [ [package.dependencies] google-auth = ">=2.14.1,<3.0.dev0" googleapis-common-protos = ">=1.56.2,<2.0.dev0" -grpcio = {version = ">=1.33.2,<2.0dev", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""} -grpcio-status = {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""} +grpcio = [ + {version = ">=1.33.2,<2.0dev", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""}, + {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""}, +] +grpcio-status = [ + {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""}, + {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""}, +] proto-plus = ">=1.22.3,<2.0.0dev" protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0.dev0" requests = ">=2.18.0,<3.0.0.dev0" From 91624505697a3ec8171ab8cfdb57c81559b3590a Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 11 May 2024 11:59:28 +0800 Subject: [PATCH 16/94] feat(ods): scrape twitter post and insights data --- dags/ods/twitter_post_insights/dags.py | 37 ++++++ dags/ods/twitter_post_insights/udfs.py | 162 +++++++++++++++++++++++++ 2 files changed, 199 insertions(+) create mode 100644 dags/ods/twitter_post_insights/dags.py create mode 100644 dags/ods/twitter_post_insights/udfs.py diff --git a/dags/ods/twitter_post_insights/dags.py b/dags/ods/twitter_post_insights/dags.py new file mode 100644 index 0000000..84a1d14 --- /dev/null +++ b/dags/ods/twitter_post_insights/dags.py @@ -0,0 +1,37 @@ +from datetime import datetime, timedelta +from airflow import DAG +from airflow.operators.python_operator import PythonOperator +from ods.twitter_post_insights import udfs + + +DEFAULT_ARGS = { + "owner": "Henry Lee", + "depends_on_past": False, + "start_date": datetime(2023, 6, 14, 0), + "retries": 2, + "retry_delay": timedelta(minutes=5), + "on_failure_callback": lambda x: "Need to send notification to Discord!", +} +dag = DAG( + "TWITTER_POST_INSIGHTS_V1", + default_args=DEFAULT_ARGS, + schedule_interval="5 8 * * *", + max_active_runs=1, + catchup=True, +) +with dag: + CREATE_TABLE_IF_NEEDED = PythonOperator( + task_id="CREATE_TABLE_IF_NEEDED", + python_callable=udfs.create_table_if_needed, + ) + + SAVE_TWITTER_POSTS_AND_INSIGHTS = PythonOperator( + task_id="SAVE_TWITTER_POSTS_AND_INSIGHTS", + python_callable=udfs.save_twitter_posts_and_insights, + ) + + CREATE_TABLE_IF_NEEDED >> SAVE_TWITTER_POSTS_AND_INSIGHTS + + +if __name__ == "__main__": + dag.cli() diff --git a/dags/ods/twitter_post_insights/udfs.py b/dags/ods/twitter_post_insights/udfs.py new file mode 100644 index 0000000..7f2357b --- /dev/null +++ b/dags/ods/twitter_post_insights/udfs.py @@ -0,0 +1,162 @@ +import logging +import os +import requests +from typing import List, Optional +from airflow.models import Variable +from google.cloud import bigquery +from datetime import datetime + + +logger = logging.getLogger(__name__) + + +def create_table_if_needed() -> None: + client = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) + post_sql = """ + CREATE TABLE IF NOT EXISTS `pycontw-225217.ods.ods_pycontw_twitter_posts` ( + id STRING, + created_at TIMESTAMP, + message STRING + ) + """ + client.query(post_sql) + insights_sql = """ + CREATE TABLE IF NOT EXISTS `pycontw-225217.ods.ods_pycontw_twitter_posts_insights` ( + post_id STRING, + query_time TIMESTAMP, + period STRING, + favorite NULLABLE INTEGER, + reply NULLABLE INTEGER, + retweet NULLABLE INTEGER, + views NULLABLE INTEGER + ) + """ + client.query(insights_sql) + + +def save_twitter_posts_and_insights() -> None: + posts = request_posts_data() + + last_post = query_last_post() + if last_post is None: + new_posts = posts + else: + new_posts = [ + post for post in posts if post["timestamp"] > last_post["created_at"] + ] + + if not dump_posts_to_bigquery( + [ + { + "id": post["tweet_id"], + "created_at": post["timestamp"], + "message": post["text"], + } + for post in new_posts + ] + ): + raise RuntimeError("Failed to dump posts to BigQuery") + + if not dump_posts_insights_to_bigquery( + [ + { + "id": post["tweet_id"], + "query_time": datetime.now(), + "period": "lifetime", + "favorite": post["favorite_count"], + "reply": post["reply_count"], + "retweet": post["retweet_count"], + "views": post["views"], + } + for post in posts + ] + ): + raise RuntimeError("Failed to dump posts insights to BigQuery") + + +def query_last_post() -> Optional[dict]: + client = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) + sql = """ + SELECT + * + FROM + `pycontw-225217.ods.ods_pycontw_twitter_posts` + ORDER BY + created_at DESC + LIMIT 1 + """ + result = client.query(sql) + data = list(result) + return data[0] if data else None + + +def request_posts_data() -> List[dict]: + url = "https://twitter154.p.rapidapi.com/v2/UserTweets/" + # 499339900 is PyConTW's twitter id + querystring = {"id": "499339900", "count": "1"} + headers = { + "X-RapidAPI-Key": Variable.get("RAPIDAPIAPI_KEY"), + "X-RapidAPI-Host": "twitter154.p.rapidapi.com", + } + response = requests.get(url, headers=headers, params=querystring) + if response.ok: + return response.json()["results"] + raise RuntimeError(f"Failed to fetch posts data: {response.text}") + + +def dump_posts_to_bigquery(posts: List[dict]) -> bool: + if not posts: + logger.info("No posts to dump!") + return True + + client = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) + job_config = bigquery.LoadJobConfig( + schema=[ + bigquery.SchemaField("id", "STRING", mode="REQUIRED"), + bigquery.SchemaField("created_at", "TIMESTAMP", mode="REQUIRED"), + bigquery.SchemaField("message", "STRING", mode="REQUIRED"), + ], + write_disposition="WRITE_APPEND", + ) + try: + job = client.load_table_from_json( + posts, + "pycontw-225217.ods.ods_pycontw_twitter_posts", + job_config=job_config, + ) + job.result() + return True + except Exception as e: + logger.error(f"Failed to dump posts to BigQuery: {e}", exc_info=True) + return False + + +def dump_posts_insights_to_bigquery(posts: List[dict]) -> bool: + if not posts: + logger.info("No post insights to dump!") + return True + + client = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) + job_config = bigquery.LoadJobConfig( + schema=[ + bigquery.SchemaField("post_id", "STRING", mode="REQUIRED"), + bigquery.SchemaField("query_time", "TIMESTAMP", mode="REQUIRED"), + bigquery.SchemaField("period", "STRING", mode="REQUIRED"), + bigquery.SchemaField("favorite", "INTEGER", mode="NULLABLE"), + bigquery.SchemaField("reply", "INTEGER", mode="NULLABLE"), + bigquery.SchemaField("retweet", "INTEGER", mode="NULLABLE"), + bigquery.SchemaField("views", "INTEGER", mode="NULLABLE"), + ], + write_disposition="WRITE_APPEND", + ) + try: + job = client.load_table_from_json( + posts, + "pycontw-225217.ods.ods_pycontw_twitter_posts_insights", + job_config=job_config, + ) + job.result() + return True + except Exception as e: + logger.error(f"Failed to dump posts insights to BigQuery: {e}", exc_info=True) + return False From 831dc8954b646625f6cfa7a435e4ea7b973ee91f Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sun, 12 May 2024 16:19:11 +0800 Subject: [PATCH 17/94] fix(ods): twitter post scraper runtime error --- dags/ods/twitter_post_insights/dags.py | 2 +- dags/ods/twitter_post_insights/udfs.py | 26 +++++++++++++++++--------- 2 files changed, 18 insertions(+), 10 deletions(-) diff --git a/dags/ods/twitter_post_insights/dags.py b/dags/ods/twitter_post_insights/dags.py index 84a1d14..646a9a5 100644 --- a/dags/ods/twitter_post_insights/dags.py +++ b/dags/ods/twitter_post_insights/dags.py @@ -17,7 +17,7 @@ default_args=DEFAULT_ARGS, schedule_interval="5 8 * * *", max_active_runs=1, - catchup=True, + catchup=False, ) with dag: CREATE_TABLE_IF_NEEDED = PythonOperator( diff --git a/dags/ods/twitter_post_insights/udfs.py b/dags/ods/twitter_post_insights/udfs.py index 7f2357b..6f770e4 100644 --- a/dags/ods/twitter_post_insights/udfs.py +++ b/dags/ods/twitter_post_insights/udfs.py @@ -25,10 +25,10 @@ def create_table_if_needed() -> None: post_id STRING, query_time TIMESTAMP, period STRING, - favorite NULLABLE INTEGER, - reply NULLABLE INTEGER, - retweet NULLABLE INTEGER, - views NULLABLE INTEGER + favorite INTEGER, + reply INTEGER, + retweet INTEGER, + views INTEGER ) """ client.query(insights_sql) @@ -42,7 +42,9 @@ def save_twitter_posts_and_insights() -> None: new_posts = posts else: new_posts = [ - post for post in posts if post["timestamp"] > last_post["created_at"] + post + for post in posts + if post["timestamp"] > last_post["created_at"].timestamp() ] if not dump_posts_to_bigquery( @@ -60,8 +62,8 @@ def save_twitter_posts_and_insights() -> None: if not dump_posts_insights_to_bigquery( [ { - "id": post["tweet_id"], - "query_time": datetime.now(), + "post_id": post["tweet_id"], + "query_time": datetime.now().timestamp(), "period": "lifetime", "favorite": post["favorite_count"], "reply": post["reply_count"], @@ -91,9 +93,15 @@ def query_last_post() -> Optional[dict]: def request_posts_data() -> List[dict]: - url = "https://twitter154.p.rapidapi.com/v2/UserTweets/" + url = "https://twitter154.p.rapidapi.com/user/tweets" # 499339900 is PyConTW's twitter id - querystring = {"id": "499339900", "count": "1"} + querystring = { + "username": "pycontw", + "user_id": "96479162", + "limit": "40", + "include_replies": "false", + "include_pinned": "false", + } headers = { "X-RapidAPI-Key": Variable.get("RAPIDAPIAPI_KEY"), "X-RapidAPI-Host": "twitter154.p.rapidapi.com", From 2df871ae769d0e7f9c9c12cb2bfdeac789f85d47 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 18 May 2024 09:11:44 +0800 Subject: [PATCH 18/94] style(ods): formatting --- dags/ods/twitter_post_insights/dags.py | 5 ++--- dags/ods/twitter_post_insights/udfs.py | 6 +++--- 2 files changed, 5 insertions(+), 6 deletions(-) diff --git a/dags/ods/twitter_post_insights/dags.py b/dags/ods/twitter_post_insights/dags.py index 646a9a5..3ae1f3f 100644 --- a/dags/ods/twitter_post_insights/dags.py +++ b/dags/ods/twitter_post_insights/dags.py @@ -1,9 +1,9 @@ from datetime import datetime, timedelta + from airflow import DAG from airflow.operators.python_operator import PythonOperator from ods.twitter_post_insights import udfs - DEFAULT_ARGS = { "owner": "Henry Lee", "depends_on_past": False, @@ -21,8 +21,7 @@ ) with dag: CREATE_TABLE_IF_NEEDED = PythonOperator( - task_id="CREATE_TABLE_IF_NEEDED", - python_callable=udfs.create_table_if_needed, + task_id="CREATE_TABLE_IF_NEEDED", python_callable=udfs.create_table_if_needed, ) SAVE_TWITTER_POSTS_AND_INSIGHTS = PythonOperator( diff --git a/dags/ods/twitter_post_insights/udfs.py b/dags/ods/twitter_post_insights/udfs.py index 6f770e4..fe35230 100644 --- a/dags/ods/twitter_post_insights/udfs.py +++ b/dags/ods/twitter_post_insights/udfs.py @@ -1,11 +1,11 @@ import logging import os -import requests +from datetime import datetime from typing import List, Optional + +import requests from airflow.models import Variable from google.cloud import bigquery -from datetime import datetime - logger = logging.getLogger(__name__) From 12a49b68d3d3eb63b551ef51e5850459aca188b1 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Wed, 22 May 2024 23:16:17 +0800 Subject: [PATCH 19/94] fix(ods): apply suggestion from code review --- dags/ods/twitter_post_insights/udfs.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/dags/ods/twitter_post_insights/udfs.py b/dags/ods/twitter_post_insights/udfs.py index fe35230..a68405b 100644 --- a/dags/ods/twitter_post_insights/udfs.py +++ b/dags/ods/twitter_post_insights/udfs.py @@ -80,7 +80,7 @@ def query_last_post() -> Optional[dict]: client = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) sql = """ SELECT - * + created_at FROM `pycontw-225217.ods.ods_pycontw_twitter_posts` ORDER BY @@ -97,7 +97,7 @@ def request_posts_data() -> List[dict]: # 499339900 is PyConTW's twitter id querystring = { "username": "pycontw", - "user_id": "96479162", + "user_id": "499339900", "limit": "40", "include_replies": "false", "include_pinned": "false", From e09144a2b248fa7bdae8ff48ee1a6719c26e6ad5 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 25 May 2024 16:21:31 +0800 Subject: [PATCH 20/94] feat(ods): add new dag for cleanup database --- dags/airlfow-db-cleanup.py | 383 +++++++++++++++++++++++++++++++++++++ 1 file changed, 383 insertions(+) create mode 100644 dags/airlfow-db-cleanup.py diff --git a/dags/airlfow-db-cleanup.py b/dags/airlfow-db-cleanup.py new file mode 100644 index 0000000..203a589 --- /dev/null +++ b/dags/airlfow-db-cleanup.py @@ -0,0 +1,383 @@ +# flake8: noqa +""" +A maintenance workflow that you can deploy into Airflow to periodically clean +out the DagRun, TaskInstance, Log, XCom, Job DB and SlaMiss entries to avoid +having too much data in your Airflow MetaStore. + +airflow trigger_dag --conf '[curly-braces]"maxDBEntryAgeInDays":30[curly-braces]' airflow-db-cleanup + +--conf options: + maxDBEntryAgeInDays: - Optional + +""" +import airflow +from airflow import settings +from airflow.configuration import conf +from airflow.models import DAG, DagTag, DagModel, DagRun, Log, XCom, SlaMiss, TaskInstance, Variable +try: + from airflow.jobs import BaseJob +except Exception as e: + from airflow.jobs.base_job import BaseJob +from airflow.operators.python_operator import PythonOperator +from datetime import datetime, timedelta +import dateutil.parser +import logging +import os +from sqlalchemy import func, and_ +from sqlalchemy.exc import ProgrammingError +from sqlalchemy.orm import load_only + +try: + # airflow.utils.timezone is available from v1.10 onwards + from airflow.utils import timezone + now = timezone.utcnow +except ImportError: + now = datetime.utcnow + +# airflow-db-cleanup +DAG_ID = os.path.basename(__file__).replace(".pyc", "").replace(".py", "") +START_DATE = airflow.utils.dates.days_ago(1) +# How often to Run. @daily - Once a day at Midnight (UTC) +SCHEDULE_INTERVAL = "@daily" +# Who is listed as the owner of this DAG in the Airflow Web Server +DAG_OWNER_NAME = "operations" +# List of email address to send email alerts to if this job fails +ALERT_EMAIL_ADDRESSES = [] +# Length to retain the log files if not already provided in the conf. If this +# is set to 30, the job will remove those files that arE 30 days old or older. + +DEFAULT_MAX_DB_ENTRY_AGE_IN_DAYS = int( + Variable.get("airflow_db_cleanup__max_db_entry_age_in_days", 30) +) +# Prints the database entries which will be getting deleted; set to False to avoid printing large lists and slowdown process +PRINT_DELETES = True +# Whether the job should delete the db entries or not. Included if you want to +# temporarily avoid deleting the db entries. +ENABLE_DELETE = True + +# get dag model last schedule run +try: + dag_model_last_scheduler_run = DagModel.last_scheduler_run +except AttributeError: + dag_model_last_scheduler_run = DagModel.last_parsed_time + +# List of all the objects that will be deleted. Comment out the DB objects you +# want to skip. +DATABASE_OBJECTS = [ + { + "airflow_db_model": BaseJob, + "age_check_column": BaseJob.latest_heartbeat, + "keep_last": False, + "keep_last_filters": None, + "keep_last_group_by": None + }, + { + "airflow_db_model": DagRun, + "age_check_column": DagRun.execution_date, + "keep_last": True, + "keep_last_filters": [DagRun.external_trigger.is_(False)], + "keep_last_group_by": DagRun.dag_id + }, + { + "airflow_db_model": TaskInstance, + "age_check_column": TaskInstance.execution_date, + "keep_last": False, + "keep_last_filters": None, + "keep_last_group_by": None + }, + { + "airflow_db_model": Log, + "age_check_column": Log.dttm, + "keep_last": False, + "keep_last_filters": None, + "keep_last_group_by": None + }, + { + "airflow_db_model": XCom, + "age_check_column": XCom.execution_date, + "keep_last": False, + "keep_last_filters": None, + "keep_last_group_by": None + }, + { + "airflow_db_model": SlaMiss, + "age_check_column": SlaMiss.execution_date, + "keep_last": False, + "keep_last_filters": None, + "keep_last_group_by": None + }, + { + "airflow_db_model": DagModel, + "age_check_column": dag_model_last_scheduler_run, + "keep_last": False, + "keep_last_filters": None, + "keep_last_group_by": None + }] + +# Check for TaskReschedule model +try: + from airflow.models import TaskReschedule + DATABASE_OBJECTS.append({ + "airflow_db_model": TaskReschedule, + "age_check_column": TaskReschedule.execution_date, + "keep_last": False, + "keep_last_filters": None, + "keep_last_group_by": None + }) + +except Exception as e: + logging.error(e) + +# Check for TaskFail model +try: + from airflow.models import TaskFail + DATABASE_OBJECTS.append({ + "airflow_db_model": TaskFail, + "age_check_column": TaskFail.execution_date, + "keep_last": False, + "keep_last_filters": None, + "keep_last_group_by": None + }) + +except Exception as e: + logging.error(e) + +# Check for RenderedTaskInstanceFields model +try: + from airflow.models import RenderedTaskInstanceFields + DATABASE_OBJECTS.append({ + "airflow_db_model": RenderedTaskInstanceFields, + "age_check_column": RenderedTaskInstanceFields.execution_date, + "keep_last": False, + "keep_last_filters": None, + "keep_last_group_by": None + }) + +except Exception as e: + logging.error(e) + +# Check for ImportError model +try: + from airflow.models import ImportError + DATABASE_OBJECTS.append({ + "airflow_db_model": ImportError, + "age_check_column": ImportError.timestamp, + "keep_last": False, + "keep_last_filters": None, + "keep_last_group_by": None + }) + +except Exception as e: + logging.error(e) + +# Check for celery executor +airflow_executor = str(conf.get("core", "executor")) +logging.info("Airflow Executor: " + str(airflow_executor)) +if(airflow_executor == "CeleryExecutor"): + logging.info("Including Celery Modules") + try: + from celery.backends.database.models import Task, TaskSet + DATABASE_OBJECTS.extend(( + { + "airflow_db_model": Task, + "age_check_column": Task.date_done, + "keep_last": False, + "keep_last_filters": None, + "keep_last_group_by": None + }, + { + "airflow_db_model": TaskSet, + "age_check_column": TaskSet.date_done, + "keep_last": False, + "keep_last_filters": None, + "keep_last_group_by": None + })) + + except Exception as e: + logging.error(e) + +session = settings.Session() + +default_args = { + 'owner': DAG_OWNER_NAME, + 'depends_on_past': False, + 'email': ALERT_EMAIL_ADDRESSES, + 'email_on_failure': True, + 'email_on_retry': False, + 'start_date': START_DATE, + 'retries': 1, + 'retry_delay': timedelta(minutes=1) +} + +dag = DAG( + DAG_ID, + default_args=default_args, + schedule_interval=SCHEDULE_INTERVAL, + start_date=START_DATE, + tags=['teamclairvoyant', 'airflow-maintenance-dags'] +) +if hasattr(dag, 'doc_md'): + dag.doc_md = __doc__ +if hasattr(dag, 'catchup'): + dag.catchup = False + + +def print_configuration_function(**context): + logging.info("Loading Configurations...") + dag_run_conf = context.get("dag_run").conf + logging.info("dag_run.conf: " + str(dag_run_conf)) + max_db_entry_age_in_days = None + if dag_run_conf: + max_db_entry_age_in_days = dag_run_conf.get( + "maxDBEntryAgeInDays", None + ) + logging.info("maxDBEntryAgeInDays from dag_run.conf: " + str(dag_run_conf)) + if (max_db_entry_age_in_days is None or max_db_entry_age_in_days < 1): + logging.info( + "maxDBEntryAgeInDays conf variable isn't included or Variable " + + "value is less than 1. Using Default '" + + str(DEFAULT_MAX_DB_ENTRY_AGE_IN_DAYS) + "'" + ) + max_db_entry_age_in_days = DEFAULT_MAX_DB_ENTRY_AGE_IN_DAYS + max_date = now() + timedelta(-max_db_entry_age_in_days) + logging.info("Finished Loading Configurations") + logging.info("") + + logging.info("Configurations:") + logging.info("max_db_entry_age_in_days: " + str(max_db_entry_age_in_days)) + logging.info("max_date: " + str(max_date)) + logging.info("enable_delete: " + str(ENABLE_DELETE)) + logging.info("session: " + str(session)) + logging.info("") + + logging.info("Setting max_execution_date to XCom for Downstream Processes") + context["ti"].xcom_push(key="max_date", value=max_date.isoformat()) + + +print_configuration = PythonOperator( + task_id='print_configuration', + python_callable=print_configuration_function, + provide_context=True, + dag=dag) + + +def cleanup_function(**context): + + logging.info("Retrieving max_execution_date from XCom") + max_date = context["ti"].xcom_pull( + task_ids=print_configuration.task_id, key="max_date" + ) + max_date = dateutil.parser.parse(max_date) # stored as iso8601 str in xcom + + airflow_db_model = context["params"].get("airflow_db_model") + state = context["params"].get("state") + age_check_column = context["params"].get("age_check_column") + keep_last = context["params"].get("keep_last") + keep_last_filters = context["params"].get("keep_last_filters") + keep_last_group_by = context["params"].get("keep_last_group_by") + + logging.info("Configurations:") + logging.info("max_date: " + str(max_date)) + logging.info("enable_delete: " + str(ENABLE_DELETE)) + logging.info("session: " + str(session)) + logging.info("airflow_db_model: " + str(airflow_db_model)) + logging.info("state: " + str(state)) + logging.info("age_check_column: " + str(age_check_column)) + logging.info("keep_last: " + str(keep_last)) + logging.info("keep_last_filters: " + str(keep_last_filters)) + logging.info("keep_last_group_by: " + str(keep_last_group_by)) + + logging.info("") + + logging.info("Running Cleanup Process...") + + try: + query = session.query(airflow_db_model).options( + load_only(age_check_column) + ) + + logging.info("INITIAL QUERY : " + str(query)) + + if keep_last: + + subquery = session.query(func.max(DagRun.execution_date)) + # workaround for MySQL "table specified twice" issue + # https://github.com/teamclairvoyant/airflow-maintenance-dags/issues/41 + if keep_last_filters is not None: + for entry in keep_last_filters: + subquery = subquery.filter(entry) + + logging.info("SUB QUERY [keep_last_filters]: " + str(subquery)) + + if keep_last_group_by is not None: + subquery = subquery.group_by(keep_last_group_by) + logging.info( + "SUB QUERY [keep_last_group_by]: " + str(subquery)) + + subquery = subquery.from_self() + + query = query.filter( + and_(age_check_column.notin_(subquery)), + and_(age_check_column <= max_date) + ) + + else: + query = query.filter(age_check_column <= max_date,) + + if PRINT_DELETES: + entries_to_delete = query.all() + + logging.info("Query: " + str(query)) + logging.info( + "Process will be Deleting the following " + + str(airflow_db_model.__name__) + "(s):" + ) + for entry in entries_to_delete: + logging.info( + "\tEntry: " + str(entry) + ", Date: " + + str(entry.__dict__[str(age_check_column).split(".")[1]]) + ) + + logging.info( + "Process will be Deleting " + str(len(entries_to_delete)) + " " + + str(airflow_db_model.__name__) + "(s)" + ) + else: + logging.warn( + "You've opted to skip printing the db entries to be deleted. Set PRINT_DELETES to True to show entries!!!") + + if ENABLE_DELETE: + logging.info('Performing Delete...') + if airflow_db_model.__name__ == 'DagModel': + logging.info('Deleting tags...') + ids_query = query.from_self().with_entities(DagModel.dag_id) + tags_query = session.query(DagTag).filter(DagTag.dag_id.in_(ids_query)) + logging.info('Tags delete Query: ' + str(tags_query)) + tags_query.delete(synchronize_session=False) + # using bulk delete + query.delete(synchronize_session=False) + session.commit() + logging.info('Finished Performing Delete') + else: + logging.warn( + "You've opted to skip deleting the db entries. Set ENABLE_DELETE to True to delete entries!!!") + + logging.info("Finished Running Cleanup Process") + + except ProgrammingError as e: + logging.error(e) + logging.error(str(airflow_db_model) + + " is not present in the metadata. Skipping...") + + +for db_object in DATABASE_OBJECTS: + + cleanup_op = PythonOperator( + task_id='cleanup_' + str(db_object["airflow_db_model"].__name__), + python_callable=cleanup_function, + params=db_object, + provide_context=True, + dag=dag + ) + + print_configuration.set_downstream(cleanup_op) \ No newline at end of file From 316df6231d60fcdc68dee0955c0f0bc8d6cefa25 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 25 May 2024 17:23:18 +0800 Subject: [PATCH 21/94] style(ods): formatting --- dags/airlfow-db-cleanup.py | 239 +++++++++++++++++++++---------------- 1 file changed, 138 insertions(+), 101 deletions(-) diff --git a/dags/airlfow-db-cleanup.py b/dags/airlfow-db-cleanup.py index 203a589..cbeb5f1 100644 --- a/dags/airlfow-db-cleanup.py +++ b/dags/airlfow-db-cleanup.py @@ -13,23 +13,37 @@ import airflow from airflow import settings from airflow.configuration import conf -from airflow.models import DAG, DagTag, DagModel, DagRun, Log, XCom, SlaMiss, TaskInstance, Variable +from airflow.models import ( + DAG, + DagModel, + DagRun, + DagTag, + Log, + SlaMiss, + TaskInstance, + Variable, + XCom, +) + try: from airflow.jobs import BaseJob except Exception as e: from airflow.jobs.base_job import BaseJob -from airflow.operators.python_operator import PythonOperator -from datetime import datetime, timedelta -import dateutil.parser + import logging import os -from sqlalchemy import func, and_ +from datetime import datetime, timedelta + +import dateutil.parser +from airflow.operators.python_operator import PythonOperator +from sqlalchemy import and_, func from sqlalchemy.exc import ProgrammingError from sqlalchemy.orm import load_only try: # airflow.utils.timezone is available from v1.10 onwards from airflow.utils import timezone + now = timezone.utcnow except ImportError: now = datetime.utcnow @@ -69,61 +83,65 @@ "age_check_column": BaseJob.latest_heartbeat, "keep_last": False, "keep_last_filters": None, - "keep_last_group_by": None + "keep_last_group_by": None, }, { "airflow_db_model": DagRun, "age_check_column": DagRun.execution_date, "keep_last": True, "keep_last_filters": [DagRun.external_trigger.is_(False)], - "keep_last_group_by": DagRun.dag_id + "keep_last_group_by": DagRun.dag_id, }, { "airflow_db_model": TaskInstance, "age_check_column": TaskInstance.execution_date, "keep_last": False, "keep_last_filters": None, - "keep_last_group_by": None + "keep_last_group_by": None, }, { "airflow_db_model": Log, "age_check_column": Log.dttm, "keep_last": False, "keep_last_filters": None, - "keep_last_group_by": None + "keep_last_group_by": None, }, { "airflow_db_model": XCom, "age_check_column": XCom.execution_date, "keep_last": False, "keep_last_filters": None, - "keep_last_group_by": None + "keep_last_group_by": None, }, { "airflow_db_model": SlaMiss, "age_check_column": SlaMiss.execution_date, "keep_last": False, "keep_last_filters": None, - "keep_last_group_by": None + "keep_last_group_by": None, }, { "airflow_db_model": DagModel, "age_check_column": dag_model_last_scheduler_run, "keep_last": False, "keep_last_filters": None, - "keep_last_group_by": None - }] + "keep_last_group_by": None, + }, +] # Check for TaskReschedule model try: from airflow.models import TaskReschedule - DATABASE_OBJECTS.append({ - "airflow_db_model": TaskReschedule, - "age_check_column": TaskReschedule.execution_date, - "keep_last": False, - "keep_last_filters": None, - "keep_last_group_by": None - }) + + DATABASE_OBJECTS.append( + { + "airflow_db_model": TaskReschedule, + "age_check_column": TaskReschedule.execution_date, + "keep_last": False, + "keep_last_filters": None, + "keep_last_group_by": None, + } + ) except Exception as e: logging.error(e) @@ -131,13 +149,16 @@ # Check for TaskFail model try: from airflow.models import TaskFail - DATABASE_OBJECTS.append({ - "airflow_db_model": TaskFail, - "age_check_column": TaskFail.execution_date, - "keep_last": False, - "keep_last_filters": None, - "keep_last_group_by": None - }) + + DATABASE_OBJECTS.append( + { + "airflow_db_model": TaskFail, + "age_check_column": TaskFail.execution_date, + "keep_last": False, + "keep_last_filters": None, + "keep_last_group_by": None, + } + ) except Exception as e: logging.error(e) @@ -145,13 +166,16 @@ # Check for RenderedTaskInstanceFields model try: from airflow.models import RenderedTaskInstanceFields - DATABASE_OBJECTS.append({ - "airflow_db_model": RenderedTaskInstanceFields, - "age_check_column": RenderedTaskInstanceFields.execution_date, - "keep_last": False, - "keep_last_filters": None, - "keep_last_group_by": None - }) + + DATABASE_OBJECTS.append( + { + "airflow_db_model": RenderedTaskInstanceFields, + "age_check_column": RenderedTaskInstanceFields.execution_date, + "keep_last": False, + "keep_last_filters": None, + "keep_last_group_by": None, + } + ) except Exception as e: logging.error(e) @@ -159,13 +183,16 @@ # Check for ImportError model try: from airflow.models import ImportError - DATABASE_OBJECTS.append({ - "airflow_db_model": ImportError, - "age_check_column": ImportError.timestamp, - "keep_last": False, - "keep_last_filters": None, - "keep_last_group_by": None - }) + + DATABASE_OBJECTS.append( + { + "airflow_db_model": ImportError, + "age_check_column": ImportError.timestamp, + "keep_last": False, + "keep_last_filters": None, + "keep_last_group_by": None, + } + ) except Exception as e: logging.error(e) @@ -173,25 +200,29 @@ # Check for celery executor airflow_executor = str(conf.get("core", "executor")) logging.info("Airflow Executor: " + str(airflow_executor)) -if(airflow_executor == "CeleryExecutor"): +if airflow_executor == "CeleryExecutor": logging.info("Including Celery Modules") try: from celery.backends.database.models import Task, TaskSet - DATABASE_OBJECTS.extend(( - { - "airflow_db_model": Task, - "age_check_column": Task.date_done, - "keep_last": False, - "keep_last_filters": None, - "keep_last_group_by": None - }, - { - "airflow_db_model": TaskSet, - "age_check_column": TaskSet.date_done, - "keep_last": False, - "keep_last_filters": None, - "keep_last_group_by": None - })) + + DATABASE_OBJECTS.extend( + ( + { + "airflow_db_model": Task, + "age_check_column": Task.date_done, + "keep_last": False, + "keep_last_filters": None, + "keep_last_group_by": None, + }, + { + "airflow_db_model": TaskSet, + "age_check_column": TaskSet.date_done, + "keep_last": False, + "keep_last_filters": None, + "keep_last_group_by": None, + }, + ) + ) except Exception as e: logging.error(e) @@ -199,14 +230,14 @@ session = settings.Session() default_args = { - 'owner': DAG_OWNER_NAME, - 'depends_on_past': False, - 'email': ALERT_EMAIL_ADDRESSES, - 'email_on_failure': True, - 'email_on_retry': False, - 'start_date': START_DATE, - 'retries': 1, - 'retry_delay': timedelta(minutes=1) + "owner": DAG_OWNER_NAME, + "depends_on_past": False, + "email": ALERT_EMAIL_ADDRESSES, + "email_on_failure": True, + "email_on_retry": False, + "start_date": START_DATE, + "retries": 1, + "retry_delay": timedelta(minutes=1), } dag = DAG( @@ -214,11 +245,11 @@ default_args=default_args, schedule_interval=SCHEDULE_INTERVAL, start_date=START_DATE, - tags=['teamclairvoyant', 'airflow-maintenance-dags'] + tags=["teamclairvoyant", "airflow-maintenance-dags"], ) -if hasattr(dag, 'doc_md'): +if hasattr(dag, "doc_md"): dag.doc_md = __doc__ -if hasattr(dag, 'catchup'): +if hasattr(dag, "catchup"): dag.catchup = False @@ -228,15 +259,14 @@ def print_configuration_function(**context): logging.info("dag_run.conf: " + str(dag_run_conf)) max_db_entry_age_in_days = None if dag_run_conf: - max_db_entry_age_in_days = dag_run_conf.get( - "maxDBEntryAgeInDays", None - ) + max_db_entry_age_in_days = dag_run_conf.get("maxDBEntryAgeInDays", None) logging.info("maxDBEntryAgeInDays from dag_run.conf: " + str(dag_run_conf)) - if (max_db_entry_age_in_days is None or max_db_entry_age_in_days < 1): + if max_db_entry_age_in_days is None or max_db_entry_age_in_days < 1: logging.info( - "maxDBEntryAgeInDays conf variable isn't included or Variable " + - "value is less than 1. Using Default '" + - str(DEFAULT_MAX_DB_ENTRY_AGE_IN_DAYS) + "'" + "maxDBEntryAgeInDays conf variable isn't included or Variable " + + "value is less than 1. Using Default '" + + str(DEFAULT_MAX_DB_ENTRY_AGE_IN_DAYS) + + "'" ) max_db_entry_age_in_days = DEFAULT_MAX_DB_ENTRY_AGE_IN_DAYS max_date = now() + timedelta(-max_db_entry_age_in_days) @@ -255,10 +285,11 @@ def print_configuration_function(**context): print_configuration = PythonOperator( - task_id='print_configuration', + task_id="print_configuration", python_callable=print_configuration_function, provide_context=True, - dag=dag) + dag=dag, +) def cleanup_function(**context): @@ -292,9 +323,7 @@ def cleanup_function(**context): logging.info("Running Cleanup Process...") try: - query = session.query(airflow_db_model).options( - load_only(age_check_column) - ) + query = session.query(airflow_db_model).options(load_only(age_check_column)) logging.info("INITIAL QUERY : " + str(query)) @@ -311,14 +340,13 @@ def cleanup_function(**context): if keep_last_group_by is not None: subquery = subquery.group_by(keep_last_group_by) - logging.info( - "SUB QUERY [keep_last_group_by]: " + str(subquery)) + logging.info("SUB QUERY [keep_last_group_by]: " + str(subquery)) subquery = subquery.from_self() query = query.filter( and_(age_check_column.notin_(subquery)), - and_(age_check_column <= max_date) + and_(age_check_column <= max_date), ) else: @@ -329,55 +357,64 @@ def cleanup_function(**context): logging.info("Query: " + str(query)) logging.info( - "Process will be Deleting the following " + - str(airflow_db_model.__name__) + "(s):" + "Process will be Deleting the following " + + str(airflow_db_model.__name__) + + "(s):" ) for entry in entries_to_delete: logging.info( - "\tEntry: " + str(entry) + ", Date: " + - str(entry.__dict__[str(age_check_column).split(".")[1]]) + "\tEntry: " + + str(entry) + + ", Date: " + + str(entry.__dict__[str(age_check_column).split(".")[1]]) ) logging.info( - "Process will be Deleting " + str(len(entries_to_delete)) + " " + - str(airflow_db_model.__name__) + "(s)" + "Process will be Deleting " + + str(len(entries_to_delete)) + + " " + + str(airflow_db_model.__name__) + + "(s)" ) else: logging.warn( - "You've opted to skip printing the db entries to be deleted. Set PRINT_DELETES to True to show entries!!!") + "You've opted to skip printing the db entries to be deleted. Set PRINT_DELETES to True to show entries!!!" + ) if ENABLE_DELETE: - logging.info('Performing Delete...') - if airflow_db_model.__name__ == 'DagModel': - logging.info('Deleting tags...') + logging.info("Performing Delete...") + if airflow_db_model.__name__ == "DagModel": + logging.info("Deleting tags...") ids_query = query.from_self().with_entities(DagModel.dag_id) tags_query = session.query(DagTag).filter(DagTag.dag_id.in_(ids_query)) - logging.info('Tags delete Query: ' + str(tags_query)) + logging.info("Tags delete Query: " + str(tags_query)) tags_query.delete(synchronize_session=False) # using bulk delete query.delete(synchronize_session=False) session.commit() - logging.info('Finished Performing Delete') + logging.info("Finished Performing Delete") else: logging.warn( - "You've opted to skip deleting the db entries. Set ENABLE_DELETE to True to delete entries!!!") + "You've opted to skip deleting the db entries. Set ENABLE_DELETE to True to delete entries!!!" + ) logging.info("Finished Running Cleanup Process") except ProgrammingError as e: logging.error(e) - logging.error(str(airflow_db_model) + - " is not present in the metadata. Skipping...") + logging.error( + str(airflow_db_model) + " is not present in the metadata. Skipping..." + ) for db_object in DATABASE_OBJECTS: cleanup_op = PythonOperator( - task_id='cleanup_' + str(db_object["airflow_db_model"].__name__), + task_id="cleanup_" + str(db_object["airflow_db_model"].__name__), python_callable=cleanup_function, params=db_object, provide_context=True, - dag=dag + dag=dag, ) - print_configuration.set_downstream(cleanup_op) \ No newline at end of file + print_configuration.set_downstream(cleanup_op) From 61cb7258332e0935e07e21a532fc79e13eb9bf2f Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 25 May 2024 18:02:40 +0800 Subject: [PATCH 22/94] fix(ods): fill alert email --- dags/airlfow-db-cleanup.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dags/airlfow-db-cleanup.py b/dags/airlfow-db-cleanup.py index cbeb5f1..a4f7940 100644 --- a/dags/airlfow-db-cleanup.py +++ b/dags/airlfow-db-cleanup.py @@ -56,7 +56,7 @@ # Who is listed as the owner of this DAG in the Airflow Web Server DAG_OWNER_NAME = "operations" # List of email address to send email alerts to if this job fails -ALERT_EMAIL_ADDRESSES = [] +ALERT_EMAIL_ADDRESSES = ["henry410213028@gmail.com"] # Length to retain the log files if not already provided in the conf. If this # is set to 30, the job will remove those files that arE 30 days old or older. From acab732dc5afe0483b96d6db95f6303dc676cb6c Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Mon, 17 Jun 2024 19:29:02 +0800 Subject: [PATCH 23/94] fix(ods): setup 2024 dags --- dags/ods/kktix_ticket_orders/kktix_dag.py | 4 ++-- dags/ods/kktix_ticket_orders/kktix_refund_dag.py | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/dags/ods/kktix_ticket_orders/kktix_dag.py b/dags/ods/kktix_ticket_orders/kktix_dag.py index 83f4987..5597f48 100644 --- a/dags/ods/kktix_ticket_orders/kktix_dag.py +++ b/dags/ods/kktix_ticket_orders/kktix_dag.py @@ -10,13 +10,13 @@ DEFAULT_ARGS = { "owner": "davidtnfsh@gmail.com", "depends_on_past": False, - "start_date": datetime(2023, 6, 14, 0), + "start_date": datetime(2024, 6, 18, 0), "retries": 2, "retry_delay": timedelta(minutes=5), "on_failure_callback": lambda x: "Need to send notification to Discord!", } dag = DAG( - "KKTIX_TICKET_ORDERS_V6", + "KKTIX_TICKET_ORDERS_V7", default_args=DEFAULT_ARGS, schedule_interval="50 * * * *", max_active_runs=1, diff --git a/dags/ods/kktix_ticket_orders/kktix_refund_dag.py b/dags/ods/kktix_ticket_orders/kktix_refund_dag.py index 2d3c978..261e63a 100644 --- a/dags/ods/kktix_ticket_orders/kktix_refund_dag.py +++ b/dags/ods/kktix_ticket_orders/kktix_refund_dag.py @@ -10,13 +10,13 @@ DEFAULT_ARGS = { "owner": "henry410213028@gmail.com", "depends_on_past": False, - "start_date": datetime(2023, 4, 10, 4), + "start_date": datetime(2024, 6, 18, 0), "retries": 2, "retry_delay": timedelta(minutes=5), "on_failure_callback": lambda x: "Need to send notification to Discord!", } dag = DAG( - "KKTIX_TICKET_REFUND_V2", + "KKTIX_TICKET_REFUND_V3", default_args=DEFAULT_ARGS, schedule_interval="50 23 * * *", # At 23:50 (everyday) max_active_runs=1, From 0f89f5e39cf6d44a06cead2a9028987f35b8ce08 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Tue, 18 Jun 2024 20:36:05 +0800 Subject: [PATCH 24/94] fix(ods): sql script path --- dags/ods/kktix_ticket_orders/udfs/bigquery_loader.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/dags/ods/kktix_ticket_orders/udfs/bigquery_loader.py b/dags/ods/kktix_ticket_orders/udfs/bigquery_loader.py index 28330da..e460b11 100644 --- a/dags/ods/kktix_ticket_orders/udfs/bigquery_loader.py +++ b/dags/ods/kktix_ticket_orders/udfs/bigquery_loader.py @@ -17,8 +17,10 @@ def create_table_if_needed() -> None: client = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) + base_path = Path(__file__).parent.parent + sql_path = base_path / "sql" / "create_table.sql" sql = ( - Path("dags/ods/kktix_ticket_orders/sqls/create_table.sql") + sql_path .read_text() .format(TABLE) ) From 2ae1d00f33807e64734ae23e6aec2ef05fa5f52e Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Tue, 18 Jun 2024 20:39:47 +0800 Subject: [PATCH 25/94] refactor(ods): format --- dags/ods/kktix_ticket_orders/udfs/bigquery_loader.py | 6 +----- 1 file changed, 1 insertion(+), 5 deletions(-) diff --git a/dags/ods/kktix_ticket_orders/udfs/bigquery_loader.py b/dags/ods/kktix_ticket_orders/udfs/bigquery_loader.py index e460b11..d964f13 100644 --- a/dags/ods/kktix_ticket_orders/udfs/bigquery_loader.py +++ b/dags/ods/kktix_ticket_orders/udfs/bigquery_loader.py @@ -19,10 +19,6 @@ def create_table_if_needed() -> None: client = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) base_path = Path(__file__).parent.parent sql_path = base_path / "sql" / "create_table.sql" - sql = ( - sql_path - .read_text() - .format(TABLE) - ) + sql = sql_path.read_text().format(TABLE) client.query(sql) client.query(DEDUPE_SQL) From 3cc7f2e38404b0ef1d3e86782a5f3ceec1ee5c69 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Tue, 18 Jun 2024 20:57:32 +0800 Subject: [PATCH 26/94] fix(ods): sql script path --- dags/ods/kktix_ticket_orders/udfs/bigquery_loader.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dags/ods/kktix_ticket_orders/udfs/bigquery_loader.py b/dags/ods/kktix_ticket_orders/udfs/bigquery_loader.py index d964f13..27aab34 100644 --- a/dags/ods/kktix_ticket_orders/udfs/bigquery_loader.py +++ b/dags/ods/kktix_ticket_orders/udfs/bigquery_loader.py @@ -18,7 +18,7 @@ def create_table_if_needed() -> None: client = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) base_path = Path(__file__).parent.parent - sql_path = base_path / "sql" / "create_table.sql" + sql_path = base_path / "sqls" / "create_table.sql" sql = sql_path.read_text().format(TABLE) client.query(sql) client.query(DEDUPE_SQL) From 5aeca5c29e6031a11dd5f02b18f23696ece79906 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Wed, 19 Jun 2024 21:42:10 +0800 Subject: [PATCH 27/94] fix(app): update 2024 ticket name and price --- dags/app/team_registration_bot/udf.py | 33 ++++++++++++--------------- 1 file changed, 14 insertions(+), 19 deletions(-) diff --git a/dags/app/team_registration_bot/udf.py b/dags/app/team_registration_bot/udf.py index d5761af..8558c95 100644 --- a/dags/app/team_registration_bot/udf.py +++ b/dags/app/team_registration_bot/udf.py @@ -6,6 +6,8 @@ from app import discord from google.cloud import bigquery +YEAR = datetime.now().year + TABLE = f"{os.getenv('BIGQUERY_PROJECT', 'pycontw-225217')}.ods.ods_kktix_attendeeId_datetime" CLIENT = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) @@ -33,7 +35,7 @@ def _get_statistics_from_bigquery() -> Dict: FROM `{TABLE}` WHERE - ((REFUNDED IS NULL) OR (REFUNDED = FALSE)) AND (NAME LIKE "PyCon TW 2023 Registration%") + ((REFUNDED IS NULL) OR (REFUNDED = FALSE)) AND (NAME LIKE "PyCon TW {YEAR} Registration%") ) SELECT @@ -50,26 +52,19 @@ def _get_statistics_from_bigquery() -> Dict: ticket_price = { - "企業票 - 早鳥階段 (含紀念衣服) / Corporate - Early Stage (with T-Shirt)": 5500, + # please update the price for target year "企業票 - 一般階段 / Corporate - Regular Stage": 5800, "企業票 - 晚鳥階段 / Corporate - Final Stage": 6500, - "社群優惠票 (含紀念衣服) / Community Discount (with T-Shirt)": 2790, - "OSCVPass (含紀念衣服) / OSCVPass Discount (with T-Shirt)": 2790, - "超級 Py 粉票 (含紀念衣服) / PyCon TW Stans (with T-Shirt)": 1990, - "講者票 (含紀念衣服) / Speaker (with T-Shirt)": 1290, - "投稿者票 / Submitter": 1990, - "貢獻者票 (含紀念衣服) / Contributor (with T-Shirt)": 1290, - "大會贊助票 (歡迎申請) / Sponsorship from PyCon TW (Free to Apply)": 2490, - "邀請票 (含紀念衣服) / Invited (with T-Shirt)": 0, - "獎品預留票 (含紀念衣服) / Prize Reserved (with T-Shirt)": 1895, - "企業獎品預留票 (含紀念衣服) / Corporate Prize Reserved (with T-Shirt)": 2900, - "個人尊榮票 (含紀念衣服) / Premium (with T-Shirt)": 5500, - "團體票 (歡迎申請) / Group-Buy Individual (Free to Apply)": 0, - "個人票 - 早鳥階段 (含紀念衣服) / Individual - Early Stage (with T-Shirt)": 2990, - "個人票 - 一般階段 / Individual - Regular Stage": 3790, + "企業團體票 (歡迎申請) / Group-Buy Corporate (Free to Apply)": 5220, + "優惠票 (含紀念衣服) / Reserved - Community (with T-Shirt)": 2590, + "貢獻者票 (含紀念衣服) / Reserved - Contributor (with T-Shirt)": 1290, + "財務補助票 / Reserved - Financial Aid": 0, + "邀請票 (含紀念衣服) / Reserved - Invited (with T-Shirt)": 0, + "個人贊助票 (含紀念衣服) / Individual - Sponsor (with T-Shirt)": 5500, + "個人票 - 早鳥 (含紀念衣服) / Individual - Early Stage (with T-Shirt)": 2790, + "個人票 - 一般 (含紀念衣服)/ Individual - Regular Stage (with T-Shirt)": 3790, "個人票 - 晚鳥階段 / Individual - Final Stage": 4290, - "社群票 / Community": 3390, - "愛心優待票 / Concession": 1895, + "愛心優待票 (含紀念衣服)/ Individual - Concession": 1895, } @@ -82,6 +77,6 @@ def _compose_discord_msg(payload) -> Text: total += counts total_income += ticket_price.get(ticket_name, 0) * counts total_income = "{:,}".format(total_income) - msg += "dashboard: https://metabase.pycon.tw/question/142\n" + msg += f"dashboard: https://metabase.pycon.tw/question/142?year={YEAR}\n" msg += f"總共賣出 {total} 張喔～ (總收入 TWD${total_income})" return msg From f5063234c9c890ba2d506919d0b16e1859f2d979 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 22 Jun 2024 17:51:06 +0800 Subject: [PATCH 28/94] fix(ods): 2024 fields change --- dags/ods/kktix_ticket_orders/udfs/kktix_bq_dwd_etl.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/dags/ods/kktix_ticket_orders/udfs/kktix_bq_dwd_etl.py b/dags/ods/kktix_ticket_orders/udfs/kktix_bq_dwd_etl.py index 5d2239e..708a901 100755 --- a/dags/ods/kktix_ticket_orders/udfs/kktix_bq_dwd_etl.py +++ b/dags/ods/kktix_ticket_orders/udfs/kktix_bq_dwd_etl.py @@ -199,6 +199,8 @@ "How did you know PyCon TW 2023？ / 如何得知 PyCon TW 2023？": "how_did_you_know_pycon_tw", "(初次參與) How did you know PyCon TW 2023？ / (Attend first time) 如何得知 PyCon TW 2023？": "how_did_you_know_pycon_tw", '(投稿者) 你是怎麼得知 PyCon Taiwan 投稿資訊？/ (For Submitter) How did you know the CfP information of PyCon Taiwan? (If you are NOT submitter, fill in "non-submitter"/ 如果您沒有投稿，請填寫「非投稿者」)': "how_did_you_know_cfp_of_pycon_tw", + # form 2024 reformatted column names + "來自國家、地區或縣市": "country_or_region", } UNWANTED_DATA_TO_UPLOAD = ( @@ -242,6 +244,8 @@ # "Size of T-shirt / 衣服尺寸 (For tickets with t-shirt should fill in this field / 票種有含紀念衣服需填寫)", """I'm willing to comply with the PyCon TW 2023 CoC / 我願意遵守 PyCon TW 2023 行為準則""", # "Have you ever been a PyCon TW volunteer？ / 是否曾擔任過 PyCon TW 志工？", + # For 2024, just for notes + "地址", ) From 5200aaff4a0ff85148b77174c831a474cf337d70 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 22 Jun 2024 18:12:43 +0800 Subject: [PATCH 29/94] fix(ods): 2024 ignore fields and field need to be renamed --- dags/ods/kktix_ticket_orders/udfs/kktix_bq_dwd_etl.py | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/dags/ods/kktix_ticket_orders/udfs/kktix_bq_dwd_etl.py b/dags/ods/kktix_ticket_orders/udfs/kktix_bq_dwd_etl.py index 708a901..723b205 100755 --- a/dags/ods/kktix_ticket_orders/udfs/kktix_bq_dwd_etl.py +++ b/dags/ods/kktix_ticket_orders/udfs/kktix_bq_dwd_etl.py @@ -201,6 +201,8 @@ '(投稿者) 你是怎麼得知 PyCon Taiwan 投稿資訊？/ (For Submitter) How did you know the CfP information of PyCon Taiwan? (If you are NOT submitter, fill in "non-submitter"/ 如果您沒有投稿，請填寫「非投稿者」)': "how_did_you_know_cfp_of_pycon_tw", # form 2024 reformatted column names "來自國家、地區或縣市": "country_or_region", + "(Attend first time) How did you know PyCon TW 2024? / (初次參與) 如何得知 PyCon TW？": "how_did_you_know_pycon_tw", + "Dietary Preference / 飲食偏好": "dietary_habit", } UNWANTED_DATA_TO_UPLOAD = ( @@ -246,6 +248,13 @@ # "Have you ever been a PyCon TW volunteer？ / 是否曾擔任過 PyCon TW 志工？", # For 2024, just for notes "地址", + "聯絡人 地址", + "注意事項", + "I would like to donate invoice to Open Culture Foundation / 我願意捐贈發票給開放文化基金會 (Ref: https://reurl.cc/ZQ6VY6)", + "I’ve already read and I accept the Privacy Policy of PyCon TW 2024 / 我已閱讀並同意 PyCon TW 2024 個人資料保護聲明", + "I'm willing to comply with the PyCon TW 2024 CoC / 我願意遵守 PyCon TW 2024 行為準則", + "我願意收到未來 PyCon TW 贊助機會相關信件", + "願意收到未來 PyCon TW 活動訊息", ) From eb398c315dc74078a96ada848d97a1076e71a064 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sun, 23 Jun 2024 22:21:26 +0800 Subject: [PATCH 30/94] fix(ods): remove unused gathertown task --- dags/ods/kktix_ticket_orders/kktix_dag.py | 12 +++--------- 1 file changed, 3 insertions(+), 9 deletions(-) diff --git a/dags/ods/kktix_ticket_orders/kktix_dag.py b/dags/ods/kktix_ticket_orders/kktix_dag.py index 5597f48..04d056b 100644 --- a/dags/ods/kktix_ticket_orders/kktix_dag.py +++ b/dags/ods/kktix_ticket_orders/kktix_dag.py @@ -5,7 +5,7 @@ from airflow import DAG from airflow.operators.python_operator import PythonOperator -from ods.kktix_ticket_orders.udfs import bigquery_loader, gather_town_loader, kktix_api +from ods.kktix_ticket_orders.udfs import bigquery_loader, kktix_api DEFAULT_ARGS = { "owner": "davidtnfsh@gmail.com", @@ -16,7 +16,7 @@ "on_failure_callback": lambda x: "Need to send notification to Discord!", } dag = DAG( - "KKTIX_TICKET_ORDERS_V7", + "KKTIX_TICKET_ORDERS_V8", default_args=DEFAULT_ARGS, schedule_interval="50 * * * *", max_active_runs=1, @@ -34,13 +34,7 @@ provide_context=True, ) - ADD_USER_TO_GATHER_TOWN_WHITELIST = PythonOperator( - task_id="ADD_USER_TO_GATHER_TOWN_WHITELIST", - python_callable=gather_town_loader.load, - provide_context=True, - ) - - CREATE_TABLE_IF_NEEDED >> GET_ATTENDEE_INFOS >> ADD_USER_TO_GATHER_TOWN_WHITELIST + CREATE_TABLE_IF_NEEDED >> GET_ATTENDEE_INFOS if __name__ == "__main__": dag.cli() From 728a884fdb985bf695cbf478cc7c3e0b4c3f3691 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Mon, 24 Jun 2024 20:06:50 +0800 Subject: [PATCH 31/94] fix(ods): ticket dag start date --- dags/ods/kktix_ticket_orders/kktix_dag.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/dags/ods/kktix_ticket_orders/kktix_dag.py b/dags/ods/kktix_ticket_orders/kktix_dag.py index 04d056b..af15e17 100644 --- a/dags/ods/kktix_ticket_orders/kktix_dag.py +++ b/dags/ods/kktix_ticket_orders/kktix_dag.py @@ -10,13 +10,13 @@ DEFAULT_ARGS = { "owner": "davidtnfsh@gmail.com", "depends_on_past": False, - "start_date": datetime(2024, 6, 18, 0), + "start_date": datetime(2024, 6, 16, 23), "retries": 2, "retry_delay": timedelta(minutes=5), "on_failure_callback": lambda x: "Need to send notification to Discord!", } dag = DAG( - "KKTIX_TICKET_ORDERS_V8", + "KKTIX_TICKET_ORDERS_V9", default_args=DEFAULT_ARGS, schedule_interval="50 * * * *", max_active_runs=1, From 70b83b10f6bb22f8b52562d6956f710ec9736f78 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Tue, 25 Jun 2024 19:22:07 +0800 Subject: [PATCH 32/94] fix(ods): add debug message --- dags/ods/kktix_ticket_orders/udfs/kktix_api.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/dags/ods/kktix_ticket_orders/udfs/kktix_api.py b/dags/ods/kktix_ticket_orders/udfs/kktix_api.py index 2e66dad..a82f8a4 100644 --- a/dags/ods/kktix_ticket_orders/udfs/kktix_api.py +++ b/dags/ods/kktix_ticket_orders/udfs/kktix_api.py @@ -121,6 +121,9 @@ def _get_attendee_infos( """ get attendee infos, e.g. email, phonenumber, name and etc """ + print( + f"Fetching attendee infos between {timestamp} and {timestamp + SCHEDULE_INTERVAL_SECONDS}" + ) attendee_infos = [] for attendee_id in attendee_ids: attendee_info = HTTP_HOOK.run_with_advanced_retry( From a7a4289ebbca9ab2e77a42b587660431b223a002 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Tue, 25 Jun 2024 19:29:09 +0800 Subject: [PATCH 33/94] fix(ods): ticket dag start date --- dags/ods/kktix_ticket_orders/kktix_dag.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/dags/ods/kktix_ticket_orders/kktix_dag.py b/dags/ods/kktix_ticket_orders/kktix_dag.py index af15e17..91f3c6d 100644 --- a/dags/ods/kktix_ticket_orders/kktix_dag.py +++ b/dags/ods/kktix_ticket_orders/kktix_dag.py @@ -10,13 +10,13 @@ DEFAULT_ARGS = { "owner": "davidtnfsh@gmail.com", "depends_on_past": False, - "start_date": datetime(2024, 6, 16, 23), + "start_date": datetime(2024, 6, 16, 15), # 23 (+8) "retries": 2, "retry_delay": timedelta(minutes=5), "on_failure_callback": lambda x: "Need to send notification to Discord!", } dag = DAG( - "KKTIX_TICKET_ORDERS_V9", + "KKTIX_TICKET_ORDERS_V10", default_args=DEFAULT_ARGS, schedule_interval="50 * * * *", max_active_runs=1, From 8de998c878a39b1edf5c49c610e31076aca838fa Mon Sep 17 00:00:00 2001 From: Xch1 Date: Wed, 14 Aug 2024 00:15:54 +0800 Subject: [PATCH 34/94] feat/add fb insight dag --- dags/ods/fb_post_insights/dags.py | 36 +++++++ dags/ods/fb_post_insights/udfs.py | 164 ++++++++++++++++++++++++++++++ 2 files changed, 200 insertions(+) create mode 100644 dags/ods/fb_post_insights/dags.py create mode 100644 dags/ods/fb_post_insights/udfs.py diff --git a/dags/ods/fb_post_insights/dags.py b/dags/ods/fb_post_insights/dags.py new file mode 100644 index 0000000..3372aec --- /dev/null +++ b/dags/ods/fb_post_insights/dags.py @@ -0,0 +1,36 @@ +from datetime import datetime, timedelta + +from airflow import DAG +from airflow.operators.python_operator import PythonOperator +from ods.fb_post_insights import udfs + +DEFAULT_ARGS = { + "owner": "CHWan", + "depends_on_past": False, + "start_date": datetime(2023, 6, 14, 0), + "retries": 2, + "retry_delay": timedelta(minutes=5), + "on_failure_callback": lambda x: "Need to send notification to Discord!", +} +dag = DAG( + "TWITTER_POST_INSIGHTS_V1", + default_args=DEFAULT_ARGS, + schedule_interval="5 8 * * *", + max_active_runs=1, + catchup=False, +) +with dag: + CREATE_TABLE_IF_NEEDED = PythonOperator( + task_id="CREATE_TABLE_IF_NEEDED", python_callable=udfs.create_table_if_needed, + ) + + SAVE_FB_POSTS_AND_INSIGHTS = PythonOperator( + task_id="SAVE_FB_POSTS_AND_INSIGHTS", + python_callable=udfs.save_fb_posts_and_insights, + ) + + CREATE_TABLE_IF_NEEDED >> SAVE_FB_POSTS_AND_INSIGHTS + + +if __name__ == "__main__": + dag.cli() diff --git a/dags/ods/fb_post_insights/udfs.py b/dags/ods/fb_post_insights/udfs.py new file mode 100644 index 0000000..9cef28c --- /dev/null +++ b/dags/ods/fb_post_insights/udfs.py @@ -0,0 +1,164 @@ +import logging +import os +from datetime import datetime +from typing import List, Optional + +import requests +from airflow.models import Variable +from google.cloud import bigquery + +logger = logging.getLogger(__name__) + + +def create_table_if_needed() -> None: + client = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) + post_sql = """ + CREATE TABLE IF NOT EXISTS `pycontw-225217.ods.ods_pycontw_fb_posts_new` ( + id STRING, + created_at TIMESTAMP, + message STRING + ) + """ + client.query(post_sql) + insights_sql = """ + CREATE TABLE IF NOT EXISTS `pycontw-225217.ods.ods_pycontw_fb_posts_insights_new` ( + post_id STRING, + query_time TIMESTAMP, + comments INTEGER, + reactions INTEGER, + share INTEGER + ) + """ + client.query(insights_sql) + + +def save_fb_posts_and_insights() -> None: + posts = request_posts_data()['data'] + + last_post = query_last_post() + if last_post is None: + new_posts = posts + else: + new_posts = [ + post + for post in posts + if datetime.strptime(post["created_time"], '%Y-%m-%dT%H:%M:%S%z').timestamp() > last_post["created_at"].timestamp() + + if not dump_posts_to_bigquery( + [ + { + "id": post["id"], + "created_at": convert_fb_time(post["created_time"]), + "message": post["message"], + } + for post in new_posts + ] + ): + raise RuntimeError("Failed to dump posts to BigQuery") + + if not dump_posts_insights_to_bigquery( + [ + { + "post_id": post["id"], + "query_time": datetime.now().timestamp(), + "comments": post["comments"]["summary"]["total_count"], + "reactions": post["reactions"]["summary"]["total_count"], + "share": post.get("shares", {}).get("count", 0) + } + for post in posts + ] + ): + raise RuntimeError("Failed to dump posts insights to BigQuery") + + +def query_last_post() -> Optional[dict]: + client = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) + sql = """ + SELECT + created_at + FROM + `pycontw-225217.ods.ods_pycontw_fb_posts_new` + ORDER BY + created_at DESC + LIMIT 1 + """ + result = client.query(sql) + data = list(result) + return data[0] if data else None + + +def request_posts_data() -> List[dict]: + url = "https://graph.facebook.com/v20.0/160712400714277/feed/" + # 160712400714277 is PyConTW's fb id + access_token = Variable.get("FB_ACCESS_KEY") + headers = { + "Content-Type": "application/json" + } + params = { + 'fields': 'id,created_time,message,comments.summary(true),reactions.summary(true),shares', + 'access_token': access_token + } + response = requests.get(url, headers=headers, params=params) + if response.ok: + return response.json()["data"] + raise RuntimeError(f"Failed to fetch posts data: {response.text}") + + +def dump_posts_to_bigquery(posts: List[dict]) -> bool: + if not posts: + logger.info("No posts to dump!") + return True + + client = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) + job_config = bigquery.LoadJobConfig( + schema=[ + bigquery.SchemaField("id", "STRING", mode="REQUIRED"), + bigquery.SchemaField("created_at", "TIMESTAMP", mode="REQUIRED"), + bigquery.SchemaField("message", "STRING", mode="REQUIRED"), + ], + write_disposition="WRITE_APPEND", + ) + try: + job = client.load_table_from_json( + posts, + "pycontw-225217.ods.ods_pycontw_fb_posts_new", + job_config=job_config, + ) + job.result() + return True + except Exception as e: + logger.error(f"Failed to dump posts to BigQuery: {e}", exc_info=True) + return False + + +def dump_posts_insights_to_bigquery(posts: List[dict]) -> bool: + if not posts: + logger.info("No post insights to dump!") + return True + + client = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) + job_config = bigquery.LoadJobConfig( + schema=[ + bigquery.SchemaField("post_id", "STRING", mode="REQUIRED"), + bigquery.SchemaField("query_time", "TIMESTAMP", mode="REQUIRED"), + bigquery.SchemaField("comments", "INTEGER", mode="NULLABLE"), + bigquery.SchemaField("reactions", "INTEGER", mode="NULLABLE"), + bigquery.SchemaField("share", "INTEGER", mode="NULLABLE"), + ], + write_disposition="WRITE_APPEND", + ) + try: + job = client.load_table_from_json( + posts, + "pycontw-225217.ods.ods_pycontw_fb_posts_insights_new", + job_config=job_config, + ) + job.result() + return True + except Exception as e: + logger.error(f"Failed to dump posts insights to BigQuery: {e}", exc_info=True) + return False + + +def convert_fb_time(time_string: str) -> Optional[datetime]: + return datetime.strptime(time_string, '%Y-%m-%dT%H:%M:%S%z').strftime('%Y-%m-%d %H:%M:%S%z').replace('+0000', 'UTC') From d26cad30d683ed345a3f78ba9d17c491fd1324be Mon Sep 17 00:00:00 2001 From: Xch1 Date: Wed, 14 Aug 2024 00:53:04 +0800 Subject: [PATCH 35/94] feat/add fb insight dag fix bug --- dags/ods/fb_post_insights/{dags.py => dag.py} | 0 dags/ods/fb_post_insights/udfs.py | 7 ++++--- 2 files changed, 4 insertions(+), 3 deletions(-) rename dags/ods/fb_post_insights/{dags.py => dag.py} (100%) diff --git a/dags/ods/fb_post_insights/dags.py b/dags/ods/fb_post_insights/dag.py similarity index 100% rename from dags/ods/fb_post_insights/dags.py rename to dags/ods/fb_post_insights/dag.py diff --git a/dags/ods/fb_post_insights/udfs.py b/dags/ods/fb_post_insights/udfs.py index 9cef28c..9f8920d 100644 --- a/dags/ods/fb_post_insights/udfs.py +++ b/dags/ods/fb_post_insights/udfs.py @@ -33,7 +33,7 @@ def create_table_if_needed() -> None: def save_fb_posts_and_insights() -> None: - posts = request_posts_data()['data'] + posts = request_posts_data() last_post = query_last_post() if last_post is None: @@ -43,7 +43,8 @@ def save_fb_posts_and_insights() -> None: post for post in posts if datetime.strptime(post["created_time"], '%Y-%m-%dT%H:%M:%S%z').timestamp() > last_post["created_at"].timestamp() - + ] + if not dump_posts_to_bigquery( [ { @@ -160,5 +161,5 @@ def dump_posts_insights_to_bigquery(posts: List[dict]) -> bool: return False -def convert_fb_time(time_string: str) -> Optional[datetime]: +def convert_fb_time(time_string: str) -> str: return datetime.strptime(time_string, '%Y-%m-%dT%H:%M:%S%z').strftime('%Y-%m-%d %H:%M:%S%z').replace('+0000', 'UTC') From 4af732f39c6d506f00f459532295deed5d9c84f2 Mon Sep 17 00:00:00 2001 From: Xch1 Date: Wed, 14 Aug 2024 01:05:35 +0800 Subject: [PATCH 36/94] feat/add fb insight udf black fix bug --- dags/ods/fb_post_insights/udfs.py | 27 ++++++++++++++++----------- 1 file changed, 16 insertions(+), 11 deletions(-) diff --git a/dags/ods/fb_post_insights/udfs.py b/dags/ods/fb_post_insights/udfs.py index 9f8920d..6977061 100644 --- a/dags/ods/fb_post_insights/udfs.py +++ b/dags/ods/fb_post_insights/udfs.py @@ -42,9 +42,12 @@ def save_fb_posts_and_insights() -> None: new_posts = [ post for post in posts - if datetime.strptime(post["created_time"], '%Y-%m-%dT%H:%M:%S%z').timestamp() > last_post["created_at"].timestamp() + if datetime.strptime( + post["created_time"], "%Y-%m-%dT%H:%M:%S%z" + ).timestamp() + > last_post["created_at"].timestamp() ] - + if not dump_posts_to_bigquery( [ { @@ -64,7 +67,7 @@ def save_fb_posts_and_insights() -> None: "query_time": datetime.now().timestamp(), "comments": post["comments"]["summary"]["total_count"], "reactions": post["reactions"]["summary"]["total_count"], - "share": post.get("shares", {}).get("count", 0) + "share": post.get("shares", {}).get("count", 0), } for post in posts ] @@ -91,15 +94,13 @@ def query_last_post() -> Optional[dict]: def request_posts_data() -> List[dict]: url = "https://graph.facebook.com/v20.0/160712400714277/feed/" # 160712400714277 is PyConTW's fb id - access_token = Variable.get("FB_ACCESS_KEY") - headers = { - "Content-Type": "application/json" - } + access_token = Variable.get("FB_ACCESS_KEY") + headers = {"Content-Type": "application/json"} params = { - 'fields': 'id,created_time,message,comments.summary(true),reactions.summary(true),shares', - 'access_token': access_token + "fields": "id,created_time,message,comments.summary(true),reactions.summary(true),shares", + "access_token": access_token, } - response = requests.get(url, headers=headers, params=params) + response = requests.get(url, headers=headers, params=params) if response.ok: return response.json()["data"] raise RuntimeError(f"Failed to fetch posts data: {response.text}") @@ -162,4 +163,8 @@ def dump_posts_insights_to_bigquery(posts: List[dict]) -> bool: def convert_fb_time(time_string: str) -> str: - return datetime.strptime(time_string, '%Y-%m-%dT%H:%M:%S%z').strftime('%Y-%m-%d %H:%M:%S%z').replace('+0000', 'UTC') + return ( + datetime.strptime(time_string, "%Y-%m-%dT%H:%M:%S%z") + .strftime("%Y-%m-%d %H:%M:%S%z") + .replace("+0000", "UTC") + ) From 86471e751fe43d358fd45a78a3688a7061b289b9 Mon Sep 17 00:00:00 2001 From: Xch1 Date: Fri, 16 Aug 2024 08:12:07 +0800 Subject: [PATCH 37/94] fixcibug/add fb insight udf by align black --- dags/ods/fb_post_insights/udfs.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/dags/ods/fb_post_insights/udfs.py b/dags/ods/fb_post_insights/udfs.py index 6977061..06fac3f 100644 --- a/dags/ods/fb_post_insights/udfs.py +++ b/dags/ods/fb_post_insights/udfs.py @@ -122,9 +122,7 @@ def dump_posts_to_bigquery(posts: List[dict]) -> bool: ) try: job = client.load_table_from_json( - posts, - "pycontw-225217.ods.ods_pycontw_fb_posts_new", - job_config=job_config, + posts, "pycontw-225217.ods.ods_pycontw_fb_posts_new", job_config=job_config, ) job.result() return True From d49766893d46f1730a4a33401744b15d9c8e7ba6 Mon Sep 17 00:00:00 2001 From: Xch1 Date: Sat, 17 Aug 2024 16:18:08 +0800 Subject: [PATCH 38/94] remove new wording --- dags/ods/fb_post_insights/udfs.py | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/dags/ods/fb_post_insights/udfs.py b/dags/ods/fb_post_insights/udfs.py index 06fac3f..3053f36 100644 --- a/dags/ods/fb_post_insights/udfs.py +++ b/dags/ods/fb_post_insights/udfs.py @@ -13,7 +13,7 @@ def create_table_if_needed() -> None: client = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) post_sql = """ - CREATE TABLE IF NOT EXISTS `pycontw-225217.ods.ods_pycontw_fb_posts_new` ( + CREATE TABLE IF NOT EXISTS `pycontw-225217.ods.ods_pycontw_fb_posts` ( id STRING, created_at TIMESTAMP, message STRING @@ -21,7 +21,7 @@ def create_table_if_needed() -> None: """ client.query(post_sql) insights_sql = """ - CREATE TABLE IF NOT EXISTS `pycontw-225217.ods.ods_pycontw_fb_posts_insights_new` ( + CREATE TABLE IF NOT EXISTS `pycontw-225217.ods.ods_pycontw_fb_posts_insights` ( post_id STRING, query_time TIMESTAMP, comments INTEGER, @@ -81,7 +81,7 @@ def query_last_post() -> Optional[dict]: SELECT created_at FROM - `pycontw-225217.ods.ods_pycontw_fb_posts_new` + `pycontw-225217.ods.ods_pycontw_fb_posts` ORDER BY created_at DESC LIMIT 1 @@ -122,7 +122,9 @@ def dump_posts_to_bigquery(posts: List[dict]) -> bool: ) try: job = client.load_table_from_json( - posts, "pycontw-225217.ods.ods_pycontw_fb_posts_new", job_config=job_config, + posts, + "pycontw-225217.ods.ods_pycontw_fb_posts", + job_config=job_config, ) job.result() return True @@ -150,7 +152,7 @@ def dump_posts_insights_to_bigquery(posts: List[dict]) -> bool: try: job = client.load_table_from_json( posts, - "pycontw-225217.ods.ods_pycontw_fb_posts_insights_new", + "pycontw-225217.ods.ods_pycontw_fb_posts_insights", job_config=job_config, ) job.result() From f8618514eebe65c57e1a7bfbcdb3f8871523308b Mon Sep 17 00:00:00 2001 From: Xch1 Date: Sat, 17 Aug 2024 16:23:38 +0800 Subject: [PATCH 39/94] remove new wording and black --- dags/ods/fb_post_insights/udfs.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/dags/ods/fb_post_insights/udfs.py b/dags/ods/fb_post_insights/udfs.py index 3053f36..d4f8b88 100644 --- a/dags/ods/fb_post_insights/udfs.py +++ b/dags/ods/fb_post_insights/udfs.py @@ -122,9 +122,7 @@ def dump_posts_to_bigquery(posts: List[dict]) -> bool: ) try: job = client.load_table_from_json( - posts, - "pycontw-225217.ods.ods_pycontw_fb_posts", - job_config=job_config, + posts, "pycontw-225217.ods.ods_pycontw_fb_posts", job_config=job_config, ) job.result() return True From f77a0bde9e651b21533638f6786e6845ad3891c8 Mon Sep 17 00:00:00 2001 From: Xch1 Date: Sat, 17 Aug 2024 16:53:27 +0800 Subject: [PATCH 40/94] fix dag --- dags/ods/fb_post_insights/dag.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dags/ods/fb_post_insights/dag.py b/dags/ods/fb_post_insights/dag.py index 3372aec..5e205a4 100644 --- a/dags/ods/fb_post_insights/dag.py +++ b/dags/ods/fb_post_insights/dag.py @@ -13,7 +13,7 @@ "on_failure_callback": lambda x: "Need to send notification to Discord!", } dag = DAG( - "TWITTER_POST_INSIGHTS_V1", + "FB_POST_INSIGHTS_V1", default_args=DEFAULT_ARGS, schedule_interval="5 8 * * *", max_active_runs=1, From dcdf0a3497e1855e0efa7446e3fbddf022785ab7 Mon Sep 17 00:00:00 2001 From: Xch1 Date: Sat, 17 Aug 2024 17:09:45 +0800 Subject: [PATCH 41/94] fix message error --- dags/ods/fb_post_insights/udfs.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dags/ods/fb_post_insights/udfs.py b/dags/ods/fb_post_insights/udfs.py index d4f8b88..651b83b 100644 --- a/dags/ods/fb_post_insights/udfs.py +++ b/dags/ods/fb_post_insights/udfs.py @@ -53,7 +53,7 @@ def save_fb_posts_and_insights() -> None: { "id": post["id"], "created_at": convert_fb_time(post["created_time"]), - "message": post["message"], + "message": post.get("message", "No message found"), } for post in new_posts ] From fbb48ced194ef7d3c71fb7a4dc815cc1af0a1421 Mon Sep 17 00:00:00 2001 From: Angus Yang Date: Sat, 17 Aug 2024 21:13:35 +0800 Subject: [PATCH 42/94] [feat](ig dag): add Instagram insight dag into airflow --- dags/ods/ig_post_insights/dags.py | 36 +++++ dags/ods/ig_post_insights/udfs.py | 227 ++++++++++++++++++++++++++++++ 2 files changed, 263 insertions(+) create mode 100644 dags/ods/ig_post_insights/dags.py create mode 100644 dags/ods/ig_post_insights/udfs.py diff --git a/dags/ods/ig_post_insights/dags.py b/dags/ods/ig_post_insights/dags.py new file mode 100644 index 0000000..765e13c --- /dev/null +++ b/dags/ods/ig_post_insights/dags.py @@ -0,0 +1,36 @@ +from datetime import datetime, timedelta + +from airflow import DAG +from airflow.operators.python_operator import PythonOperator +from ods.ig_post_insights import udfs + +DEFAULT_ARGS = { + "owner": "Angus Yang", + "depends_on_past": False, + "start_date": datetime(2023, 6, 14, 0), + "retries": 2, + "retry_delay": timedelta(minutes=5), + "on_failure_callback": lambda x: "Need to send notification to Discord!", +} +dag = DAG( + "IG_POST_INSIGHTS_V1", + default_args=DEFAULT_ARGS, + schedule_interval="5 8 * * *", + max_active_runs=1, + catchup=False, +) +with dag: + CREATE_TABLE_IF_NEEDED = PythonOperator( + task_id="CREATE_TABLE_IF_NEEDED", python_callable=udfs.create_table_if_needed, + ) + + SAVE_TWITTER_POSTS_AND_INSIGHTS = PythonOperator( + task_id="SAVE_IG_POSTS_AND_INSIGHTS", + python_callable=udfs.save_posts_and_insights, + ) + + CREATE_TABLE_IF_NEEDED >> SAVE_TWITTER_POSTS_AND_INSIGHTS + + +if __name__ == "__main__": + dag.cli() diff --git a/dags/ods/ig_post_insights/udfs.py b/dags/ods/ig_post_insights/udfs.py new file mode 100644 index 0000000..5152c0c --- /dev/null +++ b/dags/ods/ig_post_insights/udfs.py @@ -0,0 +1,227 @@ +import logging +import os +from datetime import datetime +from typing import List, Optional + +import requests +from airflow.models import Variable +from google.cloud import bigquery + +logger = logging.getLogger(__name__) + + +# IG API docs +# https://developers.facebook.com/docs/instagram-api/reference/ig-user/media?locale=zh_TW +# https://developers.facebook.com/docs/instagram-api/reference/ig-media + +# // get list of media-id +# GET /v20.0/{page-id}/media/?access_token={access_token} + +# // get media detail +# GET /v20.0/{media-id}?access_token={access_token}&fields=id,media_type,caption,timestamp,comments_count,like_count + +# PyConTW IG page-id: 17841405043609765 +# ps. IG api 目前不提供分享數, 所以只有點讚數和留言數 + +# Access Token +# Check Henry + + +def create_table_if_needed() -> None: + client = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) + post_sql = """ + CREATE TABLE IF NOT EXISTS `pycontw-225217.ods.ods_pycontw_ig_posts` ( + id STRING, + created_at TIMESTAMP, + message STRING + ) + """ + client.query(post_sql) + insights_sql = """ + CREATE TABLE IF NOT EXISTS `pycontw-225217.ods.ods_pycontw_ig_posts_insights` ( + post_id STRING, + query_time TIMESTAMP, + period STRING, + favorite INTEGER, + reply INTEGER, + retweet INTEGER, + views INTEGER + ) + """ + client.query(insights_sql) + + +def save_posts_and_insights() -> None: + posts = request_posts_data() + + last_post = query_last_post() + print(last_post) + if last_post is None: + new_posts = posts + else: + new_posts = [ + post + for post in posts + if post["timestamp"] > last_post["created_at"].timestamp() + ] + + if not dump_posts_to_bigquery( + [ + { + "id": post["id"], + "created_at": post["timestamp"], + "message": post["caption"], + } + for post in new_posts + ] + ): + raise RuntimeError("Failed to dump posts to BigQuery") + + if not dump_posts_insights_to_bigquery( + [ + { + "post_id": post["id"], + "query_time": datetime.now().timestamp(), + "period": "lifetime", + "favorite": post["like_count"], + "reply": post["comments_count"], + "retweet": "0", # API not supported + "views": "0", # API not supported + } + for post in posts + ] + ): + raise RuntimeError("Failed to dump posts insights to BigQuery") + + +def query_last_post() -> Optional[dict]: + client = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) + sql = """ + SELECT + created_at + FROM + `pycontw-225217.ods.ods_pycontw_ig_posts` + ORDER BY + created_at DESC + LIMIT 1 + """ + result = client.query(sql) + data = list(result) + return data[0] if data else None + + +def request_posts_data() -> List[dict]: + media_list_url = "https://graph.facebook.com/v20.0/17841405043609765/media" + querystring = {"access_token": Variable.get("IG_ACCESS_TOKEN"), "limit": "0"} + headers = {"Content-Type": "application/json"} + + response = requests.get( + media_list_url, headers=headers, params=querystring, timeout=180 + ) + if response.ok: + media_list = response.json()["data"] + else: + raise RuntimeError(f"Failed to fetch posts data: {response.text}") + + media_insight_list = [] + + for media in media_list: + media_insight_url = f'https://graph.facebook.com/v20.0/{media["id"]}' + querystring = { + "access_token": Variable.get("IG_ACCESS_TOKEN"), + "fields": "id,media_type,caption,timestamp,comments_count,like_count", + } + response = requests.get( + media_insight_url, headers=headers, params=querystring, timeout=180 + ) + if response.ok: + media_insight = {} + media_res: dict = response.json() + # Error handling, the response may not include the required fields, media id: 17889558458829258, no "caption" + media_insight["id"] = media_res.get("id", "0") + media_insight["timestamp"] = datetime.strptime( + media_res.get("timestamp", "0"), "%Y-%m-%dT%H:%M:%S%z" + ).timestamp() + media_insight["caption"] = media_res.get("caption", "No Content") + media_insight["comments_count"] = media_res.get("comments_count", "0") + media_insight["like_count"] = media_res.get("like_count", "0") + media_insight["media_type"] = media_res.get("media_type", "No Content") + + # print(media_insight) + media_insight_list.append(media_insight) + else: + raise RuntimeError(f"Failed to fetch posts data: {response.text}") + + return media_insight_list + + +def dump_posts_to_bigquery(posts: List[dict]) -> bool: + if not posts: + logger.info("No posts to dump!") + return True + + client = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) + job_config = bigquery.LoadJobConfig( + schema=[ + bigquery.SchemaField("id", "STRING", mode="REQUIRED"), + bigquery.SchemaField("created_at", "TIMESTAMP", mode="REQUIRED"), + bigquery.SchemaField("message", "STRING", mode="REQUIRED"), + ], + write_disposition="WRITE_APPEND", + ) + try: + # print(posts) + job = client.load_table_from_json( + posts, "pycontw-225217.ods.ods_pycontw_ig_posts", job_config=job_config, + ) + job.result() + return True + except Exception as e: + logger.error(f"Failed to dump posts to BigQuery: {e}", exc_info=True) + return False + + +def dump_posts_insights_to_bigquery(posts: List[dict]) -> bool: + if not posts: + logger.info("No post insights to dump!") + return True + + client = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) + job_config = bigquery.LoadJobConfig( + schema=[ + bigquery.SchemaField("post_id", "STRING", mode="REQUIRED"), + bigquery.SchemaField("query_time", "TIMESTAMP", mode="REQUIRED"), + bigquery.SchemaField("period", "STRING", mode="REQUIRED"), + bigquery.SchemaField("favorite", "INTEGER", mode="NULLABLE"), + bigquery.SchemaField("reply", "INTEGER", mode="NULLABLE"), + bigquery.SchemaField("retweet", "INTEGER", mode="NULLABLE"), + bigquery.SchemaField("views", "INTEGER", mode="NULLABLE"), + ], + write_disposition="WRITE_APPEND", + ) + try: + print(posts) + job = client.load_table_from_json( + posts, + "pycontw-225217.ods.ods_pycontw_ig_posts_insights", + job_config=job_config, + ) + job.result() + return True + except Exception as e: + logger.error(f"Failed to dump posts insights to BigQuery: {e}", exc_info=True) + return False + + +def test_main(): + create_table_if_needed() + + # posts = request_posts_data() + # for item in posts: + # print(item) + + save_posts_and_insights() + + +if __name__ == "__main__": + test_main() From 76b4987139c46ac12091b7a4bcf1707aa93f46bb Mon Sep 17 00:00:00 2001 From: GeekAngus Date: Sun, 18 Aug 2024 00:17:46 +0800 Subject: [PATCH 43/94] Update dags/ods/ig_post_insights/udfs.py Co-authored-by: Wei Lee --- dags/ods/ig_post_insights/udfs.py | 13 +++++-------- 1 file changed, 5 insertions(+), 8 deletions(-) diff --git a/dags/ods/ig_post_insights/udfs.py b/dags/ods/ig_post_insights/udfs.py index 5152c0c..21a3d30 100644 --- a/dags/ods/ig_post_insights/udfs.py +++ b/dags/ods/ig_post_insights/udfs.py @@ -56,14 +56,11 @@ def save_posts_and_insights() -> None: last_post = query_last_post() print(last_post) - if last_post is None: - new_posts = posts - else: - new_posts = [ - post - for post in posts - if post["timestamp"] > last_post["created_at"].timestamp() - ] + new_posts = [ + post + for post in posts + if post["timestamp"] > last_post["created_at"].timestamp() + ] if last_post else posts if not dump_posts_to_bigquery( [ From 37c76cf06e1afd3b52252e15d931e8d40d5ec3fe Mon Sep 17 00:00:00 2001 From: GeekAngus Date: Sun, 18 Aug 2024 00:18:08 +0800 Subject: [PATCH 44/94] Update dags/ods/ig_post_insights/udfs.py Co-authored-by: Wei Lee --- dags/ods/ig_post_insights/udfs.py | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/dags/ods/ig_post_insights/udfs.py b/dags/ods/ig_post_insights/udfs.py index 21a3d30..91a3515 100644 --- a/dags/ods/ig_post_insights/udfs.py +++ b/dags/ods/ig_post_insights/udfs.py @@ -115,10 +115,9 @@ def request_posts_data() -> List[dict]: response = requests.get( media_list_url, headers=headers, params=querystring, timeout=180 ) - if response.ok: - media_list = response.json()["data"] - else: - raise RuntimeError(f"Failed to fetch posts data: {response.text}") + if not response.ok: + raise RuntimeError(f"Failed to fetch posts data: {response.text}") + media_list = response.json()["data"] media_insight_list = [] From 2785856bce28a5a57be2aaef0b2d0229b12205f5 Mon Sep 17 00:00:00 2001 From: GeekAngus Date: Sun, 18 Aug 2024 00:18:35 +0800 Subject: [PATCH 45/94] Update dags/ods/ig_post_insights/udfs.py Co-authored-by: Wei Lee --- dags/ods/ig_post_insights/udfs.py | 32 +++++++++++++++---------------- 1 file changed, 16 insertions(+), 16 deletions(-) diff --git a/dags/ods/ig_post_insights/udfs.py b/dags/ods/ig_post_insights/udfs.py index 91a3515..a016d5c 100644 --- a/dags/ods/ig_post_insights/udfs.py +++ b/dags/ods/ig_post_insights/udfs.py @@ -130,23 +130,23 @@ def request_posts_data() -> List[dict]: response = requests.get( media_insight_url, headers=headers, params=querystring, timeout=180 ) - if response.ok: - media_insight = {} - media_res: dict = response.json() - # Error handling, the response may not include the required fields, media id: 17889558458829258, no "caption" - media_insight["id"] = media_res.get("id", "0") - media_insight["timestamp"] = datetime.strptime( - media_res.get("timestamp", "0"), "%Y-%m-%dT%H:%M:%S%z" - ).timestamp() - media_insight["caption"] = media_res.get("caption", "No Content") - media_insight["comments_count"] = media_res.get("comments_count", "0") - media_insight["like_count"] = media_res.get("like_count", "0") - media_insight["media_type"] = media_res.get("media_type", "No Content") - - # print(media_insight) - media_insight_list.append(media_insight) - else: + if not response.ok: raise RuntimeError(f"Failed to fetch posts data: {response.text}") + + media_insight = {} + media_res: dict = response.json() + # Error handling, the response may not include the required fields, media id: 17889558458829258, no "caption" + media_insight["id"] = media_res.get("id", "0") + media_insight["timestamp"] = datetime.strptime( + media_res.get("timestamp", "0"), "%Y-%m-%dT%H:%M:%S%z" + ).timestamp() + media_insight["caption"] = media_res.get("caption", "No Content") + media_insight["comments_count"] = media_res.get("comments_count", "0") + media_insight["like_count"] = media_res.get("like_count", "0") + media_insight["media_type"] = media_res.get("media_type", "No Content") + + # print(media_insight) + media_insight_list.append(media_insight) return media_insight_list From 028ee732736cb562c468be46f86d5ef50802d316 Mon Sep 17 00:00:00 2001 From: GeekAngus Date: Sun, 18 Aug 2024 00:19:42 +0800 Subject: [PATCH 46/94] Update dags/ods/ig_post_insights/udfs.py Co-authored-by: Wei Lee --- dags/ods/ig_post_insights/udfs.py | 1 - 1 file changed, 1 deletion(-) diff --git a/dags/ods/ig_post_insights/udfs.py b/dags/ods/ig_post_insights/udfs.py index a016d5c..d4a7358 100644 --- a/dags/ods/ig_post_insights/udfs.py +++ b/dags/ods/ig_post_insights/udfs.py @@ -166,7 +166,6 @@ def dump_posts_to_bigquery(posts: List[dict]) -> bool: write_disposition="WRITE_APPEND", ) try: - # print(posts) job = client.load_table_from_json( posts, "pycontw-225217.ods.ods_pycontw_ig_posts", job_config=job_config, ) From 93d035e9e810b282e32564a0d91e49d8d97abb43 Mon Sep 17 00:00:00 2001 From: GeekAngus Date: Sun, 18 Aug 2024 00:19:53 +0800 Subject: [PATCH 47/94] Update dags/ods/ig_post_insights/udfs.py Co-authored-by: Wei Lee --- dags/ods/ig_post_insights/udfs.py | 3 --- 1 file changed, 3 deletions(-) diff --git a/dags/ods/ig_post_insights/udfs.py b/dags/ods/ig_post_insights/udfs.py index d4a7358..17e1c40 100644 --- a/dags/ods/ig_post_insights/udfs.py +++ b/dags/ods/ig_post_insights/udfs.py @@ -211,9 +211,6 @@ def dump_posts_insights_to_bigquery(posts: List[dict]) -> bool: def test_main(): create_table_if_needed() - # posts = request_posts_data() - # for item in posts: - # print(item) save_posts_and_insights() From 3ffeb37d0820e432f21d99daaaf79a27111403db Mon Sep 17 00:00:00 2001 From: GeekAngus Date: Sun, 18 Aug 2024 00:23:55 +0800 Subject: [PATCH 48/94] Update udfs.py remove debug print --- dags/ods/ig_post_insights/udfs.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/dags/ods/ig_post_insights/udfs.py b/dags/ods/ig_post_insights/udfs.py index 17e1c40..09f3454 100644 --- a/dags/ods/ig_post_insights/udfs.py +++ b/dags/ods/ig_post_insights/udfs.py @@ -55,7 +55,6 @@ def save_posts_and_insights() -> None: posts = request_posts_data() last_post = query_last_post() - print(last_post) new_posts = [ post for post in posts @@ -195,7 +194,6 @@ def dump_posts_insights_to_bigquery(posts: List[dict]) -> bool: write_disposition="WRITE_APPEND", ) try: - print(posts) job = client.load_table_from_json( posts, "pycontw-225217.ods.ods_pycontw_ig_posts_insights", From fa79208a1c9e6c988c70e6c7018242f6ebb57152 Mon Sep 17 00:00:00 2001 From: GeekAngus Date: Sun, 18 Aug 2024 00:33:59 +0800 Subject: [PATCH 49/94] Update udfs.py black format --- dags/ods/ig_post_insights/udfs.py | 14 +++++++++----- 1 file changed, 9 insertions(+), 5 deletions(-) diff --git a/dags/ods/ig_post_insights/udfs.py b/dags/ods/ig_post_insights/udfs.py index 09f3454..e108f67 100644 --- a/dags/ods/ig_post_insights/udfs.py +++ b/dags/ods/ig_post_insights/udfs.py @@ -55,11 +55,15 @@ def save_posts_and_insights() -> None: posts = request_posts_data() last_post = query_last_post() - new_posts = [ - post - for post in posts - if post["timestamp"] > last_post["created_at"].timestamp() - ] if last_post else posts + new_posts = ( + [ + post + for post in posts + if post["timestamp"] > last_post["created_at"].timestamp() + ] + if last_post + else posts + ) if not dump_posts_to_bigquery( [ From 694f787b05e77d0689155567a0524966743aaa88 Mon Sep 17 00:00:00 2001 From: GeekAngus Date: Sun, 18 Aug 2024 00:38:36 +0800 Subject: [PATCH 50/94] Update udfs.py black format --- dags/ods/ig_post_insights/udfs.py | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/dags/ods/ig_post_insights/udfs.py b/dags/ods/ig_post_insights/udfs.py index e108f67..88a2369 100644 --- a/dags/ods/ig_post_insights/udfs.py +++ b/dags/ods/ig_post_insights/udfs.py @@ -119,8 +119,8 @@ def request_posts_data() -> List[dict]: media_list_url, headers=headers, params=querystring, timeout=180 ) if not response.ok: - raise RuntimeError(f"Failed to fetch posts data: {response.text}") - media_list = response.json()["data"] + raise RuntimeError(f"Failed to fetch posts data: {response.text}") + media_list = response.json()["data"] media_insight_list = [] @@ -135,7 +135,7 @@ def request_posts_data() -> List[dict]: ) if not response.ok: raise RuntimeError(f"Failed to fetch posts data: {response.text}") - + media_insight = {} media_res: dict = response.json() # Error handling, the response may not include the required fields, media id: 17889558458829258, no "caption" @@ -213,7 +213,6 @@ def dump_posts_insights_to_bigquery(posts: List[dict]) -> bool: def test_main(): create_table_if_needed() - save_posts_and_insights() From 1615d4d4a1ef16b46da8dd5bc390ce6bab4a50fe Mon Sep 17 00:00:00 2001 From: Angus Yang Date: Sun, 1 Sep 2024 16:58:56 +0800 Subject: [PATCH 51/94] [feat](linkedin dag): add LinkedIn insight dag into airflow --- dags/ods/linkedin_post_insights/dags.py | 37 ++++ dags/ods/linkedin_post_insights/udfs.py | 226 ++++++++++++++++++++++++ 2 files changed, 263 insertions(+) create mode 100644 dags/ods/linkedin_post_insights/dags.py create mode 100644 dags/ods/linkedin_post_insights/udfs.py diff --git a/dags/ods/linkedin_post_insights/dags.py b/dags/ods/linkedin_post_insights/dags.py new file mode 100644 index 0000000..b07c488 --- /dev/null +++ b/dags/ods/linkedin_post_insights/dags.py @@ -0,0 +1,37 @@ +from datetime import datetime, timedelta + +from airflow import DAG +from airflow.operators.python_operator import PythonOperator +from ods.linkedin_post_insights import udfs + +DEFAULT_ARGS = { + "owner": "Angus Yang", + "depends_on_past": False, + "start_date": datetime(2023, 6, 14, 0), + "retries": 2, + "retry_delay": timedelta(minutes=5), + "on_failure_callback": lambda x: "Need to send notification to Discord!", +} +dag = DAG( + "LINKEDIN_POST_INSIGHTS_V1", + default_args=DEFAULT_ARGS, + schedule_interval="5 8 * * *", + max_active_runs=1, + catchup=False, +) +with dag: + CREATE_TABLE_IF_NEEDED = PythonOperator( + task_id="CREATE_TABLE_IF_NEEDED", + python_callable=udfs.create_table_if_needed, + ) + + SAVE_TWITTER_POSTS_AND_INSIGHTS = PythonOperator( + task_id="SAVE_LINKEDIN_POSTS_AND_INSIGHTS", + python_callable=udfs.save_posts_and_insights, + ) + + CREATE_TABLE_IF_NEEDED >> SAVE_TWITTER_POSTS_AND_INSIGHTS + + +if __name__ == "__main__": + dag.cli() diff --git a/dags/ods/linkedin_post_insights/udfs.py b/dags/ods/linkedin_post_insights/udfs.py new file mode 100644 index 0000000..ceedc9e --- /dev/null +++ b/dags/ods/linkedin_post_insights/udfs.py @@ -0,0 +1,226 @@ +import logging +import os +from datetime import datetime +from typing import List, Optional + +import requests +from airflow.models import Variable +from google.cloud import bigquery + +logger = logging.getLogger(__name__) + + +def create_table_if_needed() -> None: + client = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) + post_sql = """ + CREATE TABLE IF NOT EXISTS `pycontw-225217.ods.ods_pycontw_linkedin_posts` ( + id STRING, + created_at TIMESTAMP, + message STRING + ) + """ + client.query(post_sql) + insights_sql = """ + CREATE TABLE IF NOT EXISTS `pycontw-225217.ods.ods_pycontw_linkedin_posts_insights` ( + post_id STRING, + query_time TIMESTAMP, + period STRING, + favorite INTEGER, + reply INTEGER, + retweet INTEGER, + views INTEGER + ) + """ + client.query(insights_sql) + + # Example output from the Rapid API, not all fields will exists for a specific post + # + # { + # "text": "For your kids in senior high.", + # "totalReactionCount": 6, + # "likeCount": 6, + # "repostsCount": 1, + # "empathyCount": 1, + # "commentsCount": 20, + # repostsCount:1, + # "postUrl": "https://www.linkedin.com/feed/update/urn:li:activity:6940542340960763905/", + # "postedAt": "1yr", + # "postedDate": "2022-06-09 05:57:23.126 +0000 UTC", + # "postedDateTimestamp": 1654754243126, + # "urn": "6940542340960763905", + # "author": { + # "firstName": "Angus", + # "lastName": "Yang", + # "username": "angus-yang-8885279a", + # "url": "https://www.linkedin.com/in/angus-yang-8885279a" + # }, + # "company": {}, + # "article": { + # "title": "2022 AWS STEM Summer Camp On The Cloud", + # "subtitle": "pages.awscloud.com • 2 min read", + # "link": "https://pages.awscloud.com/tw-2022-aws-stem-summer-camp-on-the-cloud_registration.html" + # } + # }, + + +def save_posts_and_insights() -> None: + posts = request_posts_data() + + last_post = query_last_post() + new_posts = ( + [ + post + for post in posts + if post["postedDateTimestamp"] > last_post["created_at"].timestamp() + ] + if last_post + else posts + ) + + if not dump_posts_to_bigquery( + [ + { + "id": post["urn"], + "created_at": post["postedDateTimestamp"], + "message": post["text"], + } + for post in new_posts + ] + ): + raise RuntimeError("Failed to dump posts to BigQuery") + + if not dump_posts_insights_to_bigquery( + [ + { + "post_id": post["urn"], + "query_time": datetime.now().timestamp(), + "period": "lifetime", + "favorite": post["likeCount"], + "reply": post["commentsCount"], + "retweet": post["repostsCount"], + "views": "0", # not support by RapidAPI + } + for post in posts + ] + ): + raise RuntimeError("Failed to dump posts insights to BigQuery") + + +def query_last_post() -> Optional[dict]: + client = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) + sql = """ + SELECT + created_at + FROM + `pycontw-225217.ods.ods_pycontw_linkedin_posts` + ORDER BY + created_at DESC + LIMIT 1 + """ + result = client.query(sql) + data = list(result) + return data[0] if data else None + + +def request_posts_data() -> List[dict]: + + # Define the request options + # url = 'https://linkedin-data-api.p.rapidapi.com/get-profile-posts' # for user + url = "https://linkedin-data-api.p.rapidapi.com/get-company-posts" + querystring = {"username": "pycontw"} + headers = { + "X-RapidAPI-Key": Variable.get("LINKEDIN_RAPIDAPI_KEY"), + "X-RapidAPI-Host": "linkedin-data-api.p.rapidapi.com", + } + + response = requests.get(url, headers=headers, params=querystring, timeout=180) + if not response.ok: + raise RuntimeError(f"Failed to fetch posts data: {response.text}") + + media_insight_list = [] + media_res_list = response.json()["data"] + # format handling, the response may not include the required fields, media id: 17889558458829258, no "caption" + for media_res in media_res_list: + media_insight = {} + media_insight["urn"] = media_res.get("urn", "0") + media_insight["postedDateTimestamp"] = ( + media_res.get("postedDateTimestamp", "0") / 1000 + ) + media_insight["text"] = media_res.get("text", "No Content") + media_insight["likeCount"] = media_res.get("totalReactionCount", "0") + media_insight["commentsCount"] = media_res.get("commentsCount", "0") + media_insight["repostsCount"] = media_res.get("repostsCount", "0") + # logger.info(media_insight) + media_insight_list.append(media_insight) + + return media_insight_list + + +def dump_posts_to_bigquery(posts: List[dict]) -> bool: + if not posts: + logger.info("No posts to dump!") + return True + + client = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) + job_config = bigquery.LoadJobConfig( + schema=[ + bigquery.SchemaField("id", "STRING", mode="REQUIRED"), + bigquery.SchemaField("created_at", "TIMESTAMP", mode="REQUIRED"), + bigquery.SchemaField("message", "STRING", mode="REQUIRED"), + ], + write_disposition="WRITE_APPEND", + ) + try: + job = client.load_table_from_json( + posts, + "pycontw-225217.ods.ods_pycontw_linkedin_posts", + job_config=job_config, + ) + job.result() + return True + except Exception as e: + logger.error(f"Failed to dump posts to BigQuery: {e}", exc_info=True) + return False + + +def dump_posts_insights_to_bigquery(posts: List[dict]) -> bool: + if not posts: + logger.info("No post insights to dump!") + return True + + client = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) + job_config = bigquery.LoadJobConfig( + schema=[ + bigquery.SchemaField("post_id", "STRING", mode="REQUIRED"), + bigquery.SchemaField("query_time", "TIMESTAMP", mode="REQUIRED"), + bigquery.SchemaField("period", "STRING", mode="REQUIRED"), + bigquery.SchemaField("favorite", "INTEGER", mode="NULLABLE"), + bigquery.SchemaField("reply", "INTEGER", mode="NULLABLE"), + bigquery.SchemaField("retweet", "INTEGER", mode="NULLABLE"), + bigquery.SchemaField("views", "INTEGER", mode="NULLABLE"), + ], + write_disposition="WRITE_APPEND", + ) + try: + job = client.load_table_from_json( + posts, + "pycontw-225217.ods.ods_pycontw_linkedin_posts_insights", + job_config=job_config, + ) + job.result() + return True + except Exception as e: + logger.error(f"Failed to dump posts insights to BigQuery: {e}", exc_info=True) + return False + + +def test_main(): + create_table_if_needed() + + # request_posts_data() + + save_posts_and_insights() + + +if __name__ == "__main__": + test_main() From 8045a8e093160a56103db76bc166ba158dd64ddf Mon Sep 17 00:00:00 2001 From: Angus Yang Date: Sun, 1 Sep 2024 17:26:05 +0800 Subject: [PATCH 52/94] fix(comments): remove wrong info to prevent misunderstanding --- dags/ods/linkedin_post_insights/udfs.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dags/ods/linkedin_post_insights/udfs.py b/dags/ods/linkedin_post_insights/udfs.py index ceedc9e..1f50d94 100644 --- a/dags/ods/linkedin_post_insights/udfs.py +++ b/dags/ods/linkedin_post_insights/udfs.py @@ -139,7 +139,7 @@ def request_posts_data() -> List[dict]: media_insight_list = [] media_res_list = response.json()["data"] - # format handling, the response may not include the required fields, media id: 17889558458829258, no "caption" + # format handling, the response may not include the required fields for media_res in media_res_list: media_insight = {} media_insight["urn"] = media_res.get("urn", "0") From b7952af26b564d0d5c035d248ae7d26e1b30afeb Mon Sep 17 00:00:00 2001 From: Angus Yang Date: Sun, 1 Sep 2024 17:37:04 +0800 Subject: [PATCH 53/94] style(black): format by black --- dags/ods/linkedin_post_insights/dags.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/dags/ods/linkedin_post_insights/dags.py b/dags/ods/linkedin_post_insights/dags.py index b07c488..3599554 100644 --- a/dags/ods/linkedin_post_insights/dags.py +++ b/dags/ods/linkedin_post_insights/dags.py @@ -21,8 +21,7 @@ ) with dag: CREATE_TABLE_IF_NEEDED = PythonOperator( - task_id="CREATE_TABLE_IF_NEEDED", - python_callable=udfs.create_table_if_needed, + task_id="CREATE_TABLE_IF_NEEDED", python_callable=udfs.create_table_if_needed, ) SAVE_TWITTER_POSTS_AND_INSIGHTS = PythonOperator( From f522b512ce70b2123857dbd500219de3a2052c27 Mon Sep 17 00:00:00 2001 From: GeekAngus Date: Sun, 1 Sep 2024 17:50:16 +0800 Subject: [PATCH 54/94] Update dockerimage.yml --- .github/workflows/dockerimage.yml | 70 +++++++++++-------------------- 1 file changed, 25 insertions(+), 45 deletions(-) diff --git a/.github/workflows/dockerimage.yml b/.github/workflows/dockerimage.yml index 87d329c..61adddd 100644 --- a/.github/workflows/dockerimage.yml +++ b/.github/workflows/dockerimage.yml @@ -1,65 +1,45 @@ name: Docker Image CI - on: push: branches: [ master, prod ] pull_request: branches: [ master, prod ] env: - RC_NAME: davidtnfsh/pycon_etl - + RC_NAME: asia-east1-docker.pkg.dev/${{ secrets.GCP_PROJECT_ID }}/data-team/pycon-etl jobs: build: runs-on: ubuntu-latest steps: - - uses: actions/checkout@v2 - - name: Login to docker hub - uses: actions-hub/docker/login@master - env: - DOCKER_USERNAME: ${{ secrets.DOCKER_USERNAME }} - DOCKER_PASSWORD: ${{ secrets.DOCKER_PASSWORD }} - + - uses: actions/checkout@v4 + - name: Authenticate to Google Cloud + uses: google-github-actions/auth@v1 + with: + credentials_json: ${{ secrets.GCP_SERVICE_ACCOUNT_KEY }} + - name: Configure docker to use gcloud command-line tool as a credential helper + run: | + gcloud auth configure-docker asia-east1-docker.pkg.dev - name: Pull cache run: | - docker login -u ${{ secrets.DOCKER_USERNAME }} -p ${{ secrets.DOCKER_PASSWORD }} - docker pull ${RC_NAME}:cache - + docker pull ${RC_NAME}:cache || true - name: Build the Docker image - if: always() run: | - docker build -t ${RC_NAME}:${GITHUB_SHA} --cache-from ${RC_NAME}:cache . - docker tag ${RC_NAME}:${GITHUB_SHA} ${RC_NAME}:cache + docker build -t ${RC_NAME}:cache --cache-from ${RC_NAME}:cache . docker build -t ${RC_NAME}:test --cache-from ${RC_NAME}:cache -f Dockerfile.test . - docker tag ${RC_NAME}:${GITHUB_SHA} ${RC_NAME}:staging - docker tag ${RC_NAME}:${GITHUB_SHA} ${RC_NAME}:latest - - name: Run test run: | - docker run -d --rm -p 8080:8080 --name airflow -v $(pwd)/dags:/usr/local/airflow/dags -v $(pwd)/fixtures:/usr/local/airflow/fixtures ${RC_NAME}:test webserver + docker run -d --rm -p 8080:8080 --name airflow -v $(pwd)/dags:/opt/airflow/dags -v $(pwd)/fixtures:/opt/airflow/fixtures ${RC_NAME}:test webserver sleep 10 - docker exec airflow bash -c "airflow test OPENING_CRAWLER_V1 CRAWLER 2020-01-01" - docker exec airflow bash -c "airflow test QUESTIONNAIRE_2_BIGQUERY TRANSFORM_data_questionnaire 2020-09-29" - - - name: Push Cache to docker registry - uses: actions-hub/docker@master - if: always() - with: - args: push ${RC_NAME}:cache - - - name: Push GITHUB_SHA to docker registry - uses: actions-hub/docker@master - if: always() - with: - args: push ${RC_NAME}:${GITHUB_SHA} - - - name: Push staging to docker registry - uses: actions-hub/docker@master - if: ${{ github.ref == 'refs/heads/master' }} && success() - with: - args: push ${RC_NAME}:staging - - - name: Push prod version to docker registry - uses: actions-hub/docker@master + - name: Push cache to Google Container Registry + if: success() + run: | + docker push ${RC_NAME}:cache + - name: Push staging to Google Container Registry + if: github.ref == 'refs/heads/master' && success() + run: | + docker tag ${RC_NAME}:cache ${RC_NAME}:staging + docker push ${RC_NAME}:staging + - name: Push prod version to Google Container Registry if: github.ref == 'refs/heads/prod' && success() - with: - args: push ${RC_NAME}:latest + run: | + docker tag ${RC_NAME}:cache ${RC_NAME}:latest + docker push ${RC_NAME}:latest From 5f17e82bc0529e6fee7e972b8e55bfc4ebf72632 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 18 May 2024 22:12:47 +0800 Subject: [PATCH 55/94] build(docker): move dockerfile and add compose file --- Makefile | 6 +++++ Dockerfile => docker/Dockerfile | 0 Dockerfile.test => docker/Dockerfile.test | 0 docker/docker-compose.yml | 30 +++++++++++++++++++++++ 4 files changed, 36 insertions(+) rename Dockerfile => docker/Dockerfile (100%) rename Dockerfile.test => docker/Dockerfile.test (100%) create mode 100644 docker/docker-compose.yml diff --git a/Makefile b/Makefile index cabdf50..a3f6f58 100644 --- a/Makefile +++ b/Makefile @@ -15,3 +15,9 @@ test: coverage: PYTHONPATH=./dags $(VENV_PREFIX) pytest --cov=dags tests + +deploy: + docker-compose -f ./docker/docker-compose.yml up -d + +down: + docker-compose -f ./docker/docker-compose.yml down diff --git a/Dockerfile b/docker/Dockerfile similarity index 100% rename from Dockerfile rename to docker/Dockerfile diff --git a/Dockerfile.test b/docker/Dockerfile.test similarity index 100% rename from Dockerfile.test rename to docker/Dockerfile.test diff --git a/docker/docker-compose.yml b/docker/docker-compose.yml new file mode 100644 index 0000000..75225f0 --- /dev/null +++ b/docker/docker-compose.yml @@ -0,0 +1,30 @@ +version: '3.4' + +x-docker-common: + &docker-common + image: davidtnfsh/pycon_etl:ee0e333877bc9b20a180ce9e1569156020c0f6a5 + env_file: ../.env.production + volumes: + - ../dags:/usr/local/airflow/dags + - ../logs:/usr/local/airflow/logs + - ../service-account.json:/usr/local/airflow/service-account.json + - airflow-db-volume:/opt/airflow/ + restart: "no" + logging: + driver: json-file + options: + max-size: 10m + +services: + + airflow: + <<: *docker-common + container_name: airflow + ports: + - 8080:8080 + command: bash -c "([ ! -f /opt/airflow/airflow.db ] && airflow initdb || echo 'Database existed') && (airflow webserver &) && (airflow scheduler)" + + +volumes: + airflow-db-volume: + external: true From 274ceec760416509e9f744e566c50b82d4739593 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 6 Jul 2024 14:49:42 +0800 Subject: [PATCH 56/94] refactor(airflow): change airflow home file path --- .env.template | 2 +- README.md | 12 ++++++------ airflow.cfg | 12 ++++++------ airflow.test.cfg | 12 ++++++------ docker/Dockerfile | 4 ++-- docker/docker-compose.yml | 6 +++--- 6 files changed, 24 insertions(+), 24 deletions(-) diff --git a/.env.template b/.env.template index e03e148..19f5e91 100644 --- a/.env.template +++ b/.env.template @@ -1,4 +1,4 @@ # get the complete env from other volunteers, please BIGQUERY_PROJECT=pycontw-225217 DATATEAM_DISCORD_WEBHOOK=<> -GOOGLE_APPLICATION_CREDENTIALS=/usr/local/airflow/service-account.json \ No newline at end of file +GOOGLE_APPLICATION_CREDENTIALS=/opt/airflow/service-account.json \ No newline at end of file diff --git a/README.md b/README.md index 69e0f45..48b650f 100644 --- a/README.md +++ b/README.md @@ -65,7 +65,7 @@ Please use Gitlab Flow, otherwise, you cannot pass docker hub CI > Find @davidtnfsh if you don't have those secrets. -> **⚠ WARNING: About .env** +> **⚠ WARNING: About .env** > Please don't use the .env for local development, or it might screw up the production tables. 1. Build docker image: @@ -77,8 +77,8 @@ Please use Gitlab Flow, otherwise, you cannot pass docker hub CI 2. Follow the instructions in `.env.` and fill in your secrets. If you are running the staging instance for development as a sandbox and not going to access any specific third-party service, leave the `.env.staging` as-is should be fine. 3. Start the Airflow server: - * production: `docker run --log-opt max-size=1m -p 8080:8080 --name airflow -v $(pwd)/dags:/usr/local/airflow/dags -v $(pwd)/service-account.json:/usr/local/airflow/service-account.json --env-file=./.env.production davidtnfsh/pycon_etl:prod webserver` - * dev/test: `docker run -p 8080:8080 --name airflow -v $(pwd)/dags:/usr/local/airflow/dags -v $(pwd)/service-account.json:/usr/local/airflow/service-account.json --env-file=./.env.staging davidtnfsh/pycon_etl:test webserver` + * production: `docker run --log-opt max-size=1m -p 8080:8080 --name airflow -v $(pwd)/dags:/opt/airflow/dags -v $(pwd)/service-account.json:/opt/airflow/service-account.json --env-file=./.env.production davidtnfsh/pycon_etl:prod webserver` + * dev/test: `docker run -p 8080:8080 --name airflow -v $(pwd)/dags:/opt/airflow/dags -v $(pwd)/service-account.json:/opt/airflow/service-account.json --env-file=./.env.staging davidtnfsh/pycon_etl:test webserver` * Note the difference is just the env file name and the image cache. 4. Portforward compute instance to your local and then navigate to : 1. `gcloud beta compute ssh --zone "asia-east1-b" "data-team" --project "pycontw-225217" -- -NL 8080:localhost:8080` @@ -93,7 +93,7 @@ Please use Gitlab Flow, otherwise, you cannot pass docker hub CI > Find @davidtnfsh if you don't have those secrets. -> **⚠ WARNING: About .env** +> **⚠ WARNING: About .env** > Please don't use the .env for local development, or it might screw up the production tables. 1. Build docker image: @@ -105,8 +105,8 @@ Please use Gitlab Flow, otherwise, you cannot pass docker hub CI 2. Follow the instructions in `.env.` and fill in your secrets. If you are running the staging instance for development as a sandbox, and not going to access any specific thrid-party service, leave the `.env.staging` as-is should be fine. 3. Start the Airflow server: - * production: `docker run -p 8080:8080 --name airflow -v "/$(pwd)"/dags:/usr/local/airflow/dags -v "/$(pwd)"/service-account.json:/usr/local/airflow/service-account.json --env-file=./.env.production davidtnfsh/pycon_etl:prod webserver` - * dev/test: `docker run -p 8080:8080 --name airflow -v "/$(pwd)"/dags:/usr/local/airflow/dags -v "/$(pwd)"/service-account.json:/usr/local/airflow/service-account.json --env-file=./.env.staging davidtnfsh/pycon_etl:test webserver` + * production: `docker run -p 8080:8080 --name airflow -v "/$(pwd)"/dags:/opt/airflow/dags -v "/$(pwd)"/service-account.json:/opt/airflow/service-account.json --env-file=./.env.production davidtnfsh/pycon_etl:prod webserver` + * dev/test: `docker run -p 8080:8080 --name airflow -v "/$(pwd)"/dags:/opt/airflow/dags -v "/$(pwd)"/service-account.json:/opt/airflow/service-account.json --env-file=./.env.staging davidtnfsh/pycon_etl:test webserver` * Note the difference are just the env file name and the image cache. 4. Portforward compute instance to your local and then navigate to : 1. `gcloud beta compute ssh --zone "asia-east1-b" "data-team" --project "pycontw-225217" -- -N -L 8080:localhost:8080` diff --git a/airflow.cfg b/airflow.cfg index 0fd77c4..51104ab 100644 --- a/airflow.cfg +++ b/airflow.cfg @@ -1,11 +1,11 @@ [core] # The folder where your airflow pipelines live, most likely a # subfolder in a code repository. This path must be absolute. -dags_folder = /usr/local/airflow/dags +dags_folder = /opt/airflow/dags # The folder where airflow should store its log files # This path must be absolute -base_log_folder = /usr/local/airflow/logs +base_log_folder = /opt/airflow/logs # Airflow can store logs remotely in AWS S3, Google Cloud Storage or Elastic Search. # Set this to True if you want to enable remote logging. @@ -44,7 +44,7 @@ simple_log_format = %%(asctime)s %%(levelname)s - %%(message)s # Log filename format log_filename_template = {{ ti.dag_id }}/{{ ti.task_id }}/{{ ts }}/{{ try_number }}.log log_processor_filename_template = {{ filename }}.log -dag_processor_manager_log_location = /usr/local/airflow/logs/dag_processor_manager/dag_processor_manager.log +dag_processor_manager_log_location = /opt/airflow/logs/dag_processor_manager/dag_processor_manager.log # Name of handler to read task instance logs. # Default to use task handler. @@ -130,7 +130,7 @@ max_active_runs_per_dag = 16 load_examples = True # Where your Airflow plugins are stored -plugins_folder = /usr/local/airflow/plugins +plugins_folder = /opt/airflow/plugins # Secret key to save connection passwords in the db fernet_key = $FERNET_KEY @@ -573,7 +573,7 @@ print_stats_interval = 30 # ago (in seconds), scheduler is considered unhealthy. # This is used by the health check in the "/health" endpoint scheduler_health_check_threshold = 30 -child_process_log_directory = /usr/local/airflow/logs/scheduler +child_process_log_directory = /opt/airflow/logs/scheduler # Local task jobs periodically heartbeat to the DB. If the job has # not heartbeat in this many seconds, the scheduler will mark the @@ -823,7 +823,7 @@ git_sync_root = /git git_sync_dest = repo # Mount point of the volume if git-sync is being used. -# i.e. /usr/local/airflow/dags +# i.e. /opt/airflow/dags git_dags_folder_mount_point = # To get Git-sync SSH authentication set up follow this format diff --git a/airflow.test.cfg b/airflow.test.cfg index 2fabe5a..c9bf7a9 100644 --- a/airflow.test.cfg +++ b/airflow.test.cfg @@ -1,11 +1,11 @@ [core] # The folder where your airflow pipelines live, most likely a # subfolder in a code repository. This path must be absolute. -dags_folder = /usr/local/airflow/dags +dags_folder = /opt/airflow/dags # The folder where airflow should store its log files # This path must be absolute -base_log_folder = /usr/local/airflow/logs +base_log_folder = /opt/airflow/logs # Airflow can store logs remotely in AWS S3, Google Cloud Storage or Elastic Search. # Set this to True if you want to enable remote logging. @@ -44,7 +44,7 @@ simple_log_format = %%(asctime)s %%(levelname)s - %%(message)s # Log filename format log_filename_template = {{ ti.dag_id }}/{{ ti.task_id }}/{{ ts }}/{{ try_number }}.log log_processor_filename_template = {{ filename }}.log -dag_processor_manager_log_location = /usr/local/airflow/logs/dag_processor_manager/dag_processor_manager.log +dag_processor_manager_log_location = /opt/airflow/logs/dag_processor_manager/dag_processor_manager.log # Name of handler to read task instance logs. # Default to use task handler. @@ -130,7 +130,7 @@ max_active_runs_per_dag = 16 load_examples = True # Where your Airflow plugins are stored -plugins_folder = /usr/local/airflow/plugins +plugins_folder = /opt/airflow/plugins # Secret key to save connection passwords in the db fernet_key = $FERNET_KEY @@ -574,7 +574,7 @@ print_stats_interval = 30 # ago (in seconds), scheduler is considered unhealthy. # This is used by the health check in the "/health" endpoint scheduler_health_check_threshold = 30 -child_process_log_directory = /usr/local/airflow/logs/scheduler +child_process_log_directory = /opt/airflow/logs/scheduler # Local task jobs periodically heartbeat to the DB. If the job has # not heartbeat in this many seconds, the scheduler will mark the @@ -824,7 +824,7 @@ git_sync_root = /git git_sync_dest = repo # Mount point of the volume if git-sync is being used. -# i.e. /usr/local/airflow/dags +# i.e. /opt/airflow/dags git_dags_folder_mount_point = # To get Git-sync SSH authentication set up follow this format diff --git a/docker/Dockerfile b/docker/Dockerfile index 2daf57e..f4afb57 100644 --- a/docker/Dockerfile +++ b/docker/Dockerfile @@ -1,7 +1,7 @@ FROM apache/airflow:1.10.13-python3.8 USER root ENV POETRY_CACHE_DIR='/var/cache/pypoetry' \ - GOOGLE_APPLICATION_CREDENTIALS='/usr/local/airflow/service-account.json' + GOOGLE_APPLICATION_CREDENTIALS='/opt/airflow/service-account.json' RUN apt-key adv --keyserver keyserver.ubuntu.com --recv-keys 467B942D3A79BD29 \ && apt-key adv --keyserver keyserver.ubuntu.com --recv-keys B7B3B788A8D3785C \ @@ -24,5 +24,5 @@ RUN python -m poetry install --no-interaction --no-ansi --no-dev \ && pip uninstall -yq poetry USER airflow -COPY dags /usr/local/airflow/dags +COPY dags /opt/airflow/dags COPY airflow.cfg airflow.cfg diff --git a/docker/docker-compose.yml b/docker/docker-compose.yml index 75225f0..43d66e2 100644 --- a/docker/docker-compose.yml +++ b/docker/docker-compose.yml @@ -5,9 +5,9 @@ x-docker-common: image: davidtnfsh/pycon_etl:ee0e333877bc9b20a180ce9e1569156020c0f6a5 env_file: ../.env.production volumes: - - ../dags:/usr/local/airflow/dags - - ../logs:/usr/local/airflow/logs - - ../service-account.json:/usr/local/airflow/service-account.json + - ../dags:/opt/airflow/dags + - ../logs:/opt/airflow/logs + - ../service-account.json:/opt/airflow/service-account.json - airflow-db-volume:/opt/airflow/ restart: "no" logging: From 63be6a60c19ec90f7ba592401673785a7ebbc8f6 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 6 Jul 2024 15:01:12 +0800 Subject: [PATCH 57/94] fix(dags): broken attachment file path --- .../ods/google_search_console/udfs/google_search.py | 13 +++++++++++-- .../ods/kktix_ticket_orders/udfs/bigquery_loader.py | 8 +++++--- .../survey_cake/udfs/survey_cake_csv_uploader.py | 7 ++++--- dags/ods/youtube/udfs/youtube_api.py | 4 +++- 4 files changed, 23 insertions(+), 9 deletions(-) diff --git a/dags/ods/google_search_console/udfs/google_search.py b/dags/ods/google_search_console/udfs/google_search.py index 98110a7..a24fd32 100644 --- a/dags/ods/google_search_console/udfs/google_search.py +++ b/dags/ods/google_search_console/udfs/google_search.py @@ -1,11 +1,14 @@ import heapq import os +from pathlib import Path import requests import searchconsole TOPK = 5 +AIRFLOW_HOME = os.getenv("AIRFLOW_HOME") + class GoogleSearchConsoleReporter(object): def __init__(self): @@ -27,9 +30,15 @@ def main(self): self._send_report(report_msg) def _get_report(self): + client_config_path = ( + Path(AIRFLOW_HOME) / "dags/client_secret_google_search_console.json" + ) + credentials_path = ( + Path(AIRFLOW_HOME) + / "dags/client_secret_google_search_console_serialized.json" + ) account = searchconsole.authenticate( - client_config="/usr/local/airflow/dags/client_secret_google_search_console.json", - credentials="/usr/local/airflow/dags/client_secret_google_search_console_serialized.json", + client_config=client_config_path, credentials=credentials_path, ) webproperty = account["https://tw.pycon.org/"] return webproperty.query.range("today", days=-7).dimension("query").get() diff --git a/dags/ods/kktix_ticket_orders/udfs/bigquery_loader.py b/dags/ods/kktix_ticket_orders/udfs/bigquery_loader.py index 27aab34..fd9f61b 100644 --- a/dags/ods/kktix_ticket_orders/udfs/bigquery_loader.py +++ b/dags/ods/kktix_ticket_orders/udfs/bigquery_loader.py @@ -13,12 +13,14 @@ FROM `{TABLE}` """ # nosec +AIRFLOW_HOME = os.getenv("AIRFLOW_HOME") def create_table_if_needed() -> None: client = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) - base_path = Path(__file__).parent.parent - sql_path = base_path / "sqls" / "create_table.sql" - sql = sql_path.read_text().format(TABLE) + sql_filepath = ( + Path(AIRFLOW_HOME) / "dags/ods/kktix_ticket_orders/sqls/create_table.sql" + ) + sql = sql_filepath.read_text().format(TABLE) client.query(sql) client.query(DEDUPE_SQL) diff --git a/dags/ods/survey_cake/udfs/survey_cake_csv_uploader.py b/dags/ods/survey_cake/udfs/survey_cake_csv_uploader.py index 0d08052..b071d16 100644 --- a/dags/ods/survey_cake/udfs/survey_cake_csv_uploader.py +++ b/dags/ods/survey_cake/udfs/survey_cake_csv_uploader.py @@ -4,6 +4,8 @@ from google.cloud import bigquery +AIRFLOW_HOME = os.getenv("AIRFLOW_HOME") + class SurveyCakeCSVUploader: def __init__(self, filename): @@ -42,9 +44,8 @@ def _export_dimension_table(question_id_dienstion_table): for question_id, question in question_id_dienstion_table.items(): writer.writerow((question_id, question, self.year)) - with open( - Path("/usr/local/airflow/dags") / self.filename, "r", encoding="utf-8-sig" - ) as csvfile: + filepath = Path(AIRFLOW_HOME) / "dags" / self.filename + with open(filepath, "r", encoding="utf-8-sig") as csvfile: rows = csv.reader(csvfile) # skip header header = next(iter(rows)) diff --git a/dags/ods/youtube/udfs/youtube_api.py b/dags/ods/youtube/udfs/youtube_api.py index 15352fe..343ac5e 100644 --- a/dags/ods/youtube/udfs/youtube_api.py +++ b/dags/ods/youtube/udfs/youtube_api.py @@ -13,11 +13,13 @@ CHANNEL_ID = "UCHLnNgRnfGYDzPCCH8qGbQw" MAX_RESULTS = 50 PROJECT = os.getenv("BIGQUERY_PROJECT") +AIRFLOW_HOME = os.getenv("AIRFLOW_HOME") def create_table_if_needed(): client = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) - sql = Path("dags/ods/youtube/sqls/create_table.sql").read_text().format(PROJECT) + sql_filepath = Path(AIRFLOW_HOME) / "dags/ods/youtube/sqls/create_table.sql" + sql = sql_filepath.read_text().format(PROJECT) client.query(sql) From 11c0fc82aafafcb55a07691b3725a4ca19e6c68d Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 6 Jul 2024 15:05:08 +0800 Subject: [PATCH 58/94] build(airflow): set airflow home env variable --- .env.sh | 2 -- .env.template | 1 + 2 files changed, 1 insertion(+), 2 deletions(-) delete mode 100644 .env.sh diff --git a/.env.sh b/.env.sh deleted file mode 100644 index 9a588cb..0000000 --- a/.env.sh +++ /dev/null @@ -1,2 +0,0 @@ -export BIGQUERY_PROJECT=pycontw-225217 -export GOOGLE_APPLICATION_CREDENTIALS=$(pwd)/service-account.json diff --git a/.env.template b/.env.template index 19f5e91..d6dfcc4 100644 --- a/.env.template +++ b/.env.template @@ -1,4 +1,5 @@ # get the complete env from other volunteers, please +AIRFLOW_HOME=/opt/airflow BIGQUERY_PROJECT=pycontw-225217 DATATEAM_DISCORD_WEBHOOK=<> GOOGLE_APPLICATION_CREDENTIALS=/opt/airflow/service-account.json \ No newline at end of file From 430ee50899ed26a6eff57166ab6064a3cd4f18d4 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 6 Jul 2024 15:07:52 +0800 Subject: [PATCH 59/94] fix(airflow): not load example dags --- airflow.cfg | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/airflow.cfg b/airflow.cfg index 51104ab..09a458f 100644 --- a/airflow.cfg +++ b/airflow.cfg @@ -127,7 +127,7 @@ max_active_runs_per_dag = 16 # Whether to load the examples that ship with Airflow. It's good to # get started, but you probably want to set this to False in a production # environment -load_examples = True +load_examples = False # Where your Airflow plugins are stored plugins_folder = /opt/airflow/plugins From 0ba4446e4f6138e1d640cd1a68d549fba4b6c0e9 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 6 Jul 2024 15:09:27 +0800 Subject: [PATCH 60/94] build(docker): configurable airflow and python version --- docker/Dockerfile | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/docker/Dockerfile b/docker/Dockerfile index f4afb57..98cce6f 100644 --- a/docker/Dockerfile +++ b/docker/Dockerfile @@ -1,4 +1,6 @@ -FROM apache/airflow:1.10.13-python3.8 +ARG AIRFLOW_VERSION=1.10.13 +ARG PYTHON_VERSION=3.8 +FROM apache/airflow:${AIRFLOW_VERSION}-python${PYTHON_VERSION} USER root ENV POETRY_CACHE_DIR='/var/cache/pypoetry' \ GOOGLE_APPLICATION_CREDENTIALS='/opt/airflow/service-account.json' From 664a56f6e004fdfe34555abf94b39c554746d5af Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 6 Jul 2024 15:29:42 +0800 Subject: [PATCH 61/94] build(pip): solve requirements from poetry and install dependencies from pip --- Makefile | 3 ++ docker/Dockerfile | 23 +++++---- poetry.toml | 2 - requirements.txt | 120 ++++++++++++++++++++++++++++++++++++++++++++++ 4 files changed, 134 insertions(+), 14 deletions(-) delete mode 100644 poetry.toml create mode 100644 requirements.txt diff --git a/Makefile b/Makefile index a3f6f58..61fb391 100644 --- a/Makefile +++ b/Makefile @@ -16,6 +16,9 @@ test: coverage: PYTHONPATH=./dags $(VENV_PREFIX) pytest --cov=dags tests +deps: + poetry export -f requirements.txt -o requirements.txt --without-hashes + deploy: docker-compose -f ./docker/docker-compose.yml up -d diff --git a/docker/Dockerfile b/docker/Dockerfile index 98cce6f..21cc44b 100644 --- a/docker/Dockerfile +++ b/docker/Dockerfile @@ -1,9 +1,9 @@ ARG AIRFLOW_VERSION=1.10.13 ARG PYTHON_VERSION=3.8 + FROM apache/airflow:${AIRFLOW_VERSION}-python${PYTHON_VERSION} + USER root -ENV POETRY_CACHE_DIR='/var/cache/pypoetry' \ - GOOGLE_APPLICATION_CREDENTIALS='/opt/airflow/service-account.json' RUN apt-key adv --keyserver keyserver.ubuntu.com --recv-keys 467B942D3A79BD29 \ && apt-key adv --keyserver keyserver.ubuntu.com --recv-keys B7B3B788A8D3785C \ @@ -12,19 +12,18 @@ RUN apt-key adv --keyserver keyserver.ubuntu.com --recv-keys 467B942D3A79BD29 \ # 1. if you don't need postgres, remember to remove postgresql-dev and sqlalchemy # 2. libglib2.0-0 libsm6 libxext6 libxrender-dev libgl1-mesa-dev are required by opencv # 3. git is required by pip install git+https - && pip install --no-cache-dir -U poetry==1.6.1 \ && apt-get clean \ && rm -rf /var/lib/apt/lists/* -COPY pyproject.toml pyproject.toml -COPY poetry.toml poetry.toml -COPY poetry.lock poetry.lock +USER airflow -RUN python -m poetry install --no-interaction --no-ansi --no-dev \ - # Cleaning poetry installation's cache for production: - && rm -rf "$POETRY_CACHE_DIR" \ - && pip uninstall -yq poetry +# on AIRFLOW_HOME: /opt/airflow + +COPY ./requirements.txt requirements.txt + +RUN pip install --upgrade pip \ + && pip install --no-cache-dir -r requirements.txt + +COPY dags dags -USER airflow -COPY dags /opt/airflow/dags COPY airflow.cfg airflow.cfg diff --git a/poetry.toml b/poetry.toml deleted file mode 100644 index 084377a..0000000 --- a/poetry.toml +++ /dev/null @@ -1,2 +0,0 @@ -[virtualenvs] -create = false diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..e7ad149 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,120 @@ +alembic==1.13.1 ; python_version >= "3.8" and python_full_version < "4.0.0" +apache-airflow==1.10.13 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +apispec[yaml]==1.3.3 ; python_full_version >= "3.8.0" and python_version < "4.0" +argcomplete==1.12.3 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +attrs==20.3.0 ; python_full_version >= "3.8.0" and python_version < "4.0" +babel==2.15.0 ; python_version >= "3.8" and python_version < "4.0" +cached-property==1.5.2 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +cachelib==0.13.0 ; python_version >= "3.8" and python_full_version < "4.0.0" +cachetools==5.3.3 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +cattrs==1.10.0 ; python_full_version >= "3.8.0" and python_version < "4.0" +certifi==2024.2.2 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +charset-normalizer==3.3.2 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +click==7.1.2 ; python_full_version >= "3.8.0" and python_version < "4.0" +colorama==0.4.6 ; python_full_version >= "3.8.0" and python_version < "4.0" +colorlog==4.0.2 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +configparser==3.5.3 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +croniter==0.3.37 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +defusedxml==0.7.1 ; python_full_version >= "3.8.0" and python_version < "4.0" +dill==0.3.8 ; python_version >= "3.8" and python_full_version < "4.0.0" +dnspython==2.6.1 ; python_version >= "3.8" and python_full_version < "4.0.0" +docutils==0.20.1 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +email-validator==2.1.1 ; python_version >= "3.8" and python_full_version < "4.0.0" +flask-admin==1.5.4 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +flask-appbuilder==2.3.0 ; python_full_version >= "3.8.0" and python_version < "4.0" +flask-babel==1.0.0 ; python_full_version >= "3.8.0" and python_version < "4.0" +flask-caching==1.3.3 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +flask-jwt-extended==3.25.1 ; python_full_version >= "3.8.0" and python_version < "4" +flask-login==0.4.1 ; python_full_version >= "3.8.0" and python_version < "4.0" +flask-oauthlib==0.9.6 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +flask-openid==1.3.0 ; python_full_version >= "3.8.0" and python_version < "4.0" +flask-sqlalchemy==2.5.1 ; python_full_version >= "3.8.0" and python_version < "4.0" +flask-swagger==0.2.14 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +flask-wtf==0.14.3 ; python_full_version >= "3.8.0" and python_version < "4.0" +flask==1.1.4 ; python_full_version >= "3.8.0" and python_version < "4.0" +funcsigs==1.0.2 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +future==0.18.3 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +google-api-core==2.19.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +google-api-core[grpc]==2.19.0 ; python_full_version >= "3.8.0" and python_version < "3.10" +google-api-python-client==2.129.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +google-auth-httplib2==0.2.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +google-auth-oauthlib==1.2.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +google-auth==2.29.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +google-cloud-bigquery==2.34.3 ; python_full_version >= "3.8.0" and python_version < "3.10" +google-cloud-core==2.4.1 ; python_full_version >= "3.8.0" and python_version < "3.10" +google-crc32c==1.5.0 ; python_full_version >= "3.8.0" and python_version < "3.10" +google-resumable-media==2.7.0 ; python_full_version >= "3.8.0" and python_version < "3.10" +googleapis-common-protos==1.63.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +graphviz==0.20.3 ; python_version >= "3.8" and python_full_version < "4.0.0" +greenlet==3.0.3 ; python_version >= "3.8" and (platform_machine == "aarch64" or platform_machine == "ppc64le" or platform_machine == "x86_64" or platform_machine == "amd64" or platform_machine == "AMD64" or platform_machine == "win32" or platform_machine == "WIN32") and python_version < "4.0" +grpcio-status==1.62.2 ; python_version < "3.10" and python_full_version >= "3.8.0" +grpcio==1.63.0 ; python_version >= "3.8" and python_version < "3.10" +gunicorn==20.1.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +httplib2==0.22.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +idna==3.7 ; python_version >= "3.8" and python_full_version < "4.0.0" +importlib-metadata==7.1.0 ; python_version >= "3.8" and python_version < "3.9" +importlib-resources==6.4.0 ; python_version >= "3.8" and python_version < "3.9" +iso8601==2.1.0 ; python_full_version >= "3.8.0" and python_version < "4.0" +itsdangerous==1.1.0 ; python_full_version >= "3.8.0" and python_version < "4.0" +jinja2==2.11.3 ; python_full_version >= "3.8.0" and python_version < "4.0" +json-merge-patch==0.2 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +jsonschema==3.2.0 ; python_full_version >= "3.8.0" and python_version < "4.0" +lazy-object-proxy==1.10.0 ; python_version >= "3.8" and python_full_version < "4.0.0" +lockfile==0.12.2 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +mako==1.3.3 ; python_version >= "3.8" and python_full_version < "4.0.0" +markdown==2.6.11 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +markupsafe==2.0.1 ; python_version >= "3.8" and python_version < "4.0" +marshmallow-enum==1.5.1 ; python_full_version >= "3.8.0" and python_version < "4.0" +marshmallow-sqlalchemy==0.23.1 ; python_full_version >= "3.8.0" and python_version < "4.0" +marshmallow==3.21.2 ; python_version >= "3.8" and python_version < "4.0" +natsort==8.4.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +numpy==1.24.4 ; python_version >= "3.8" and python_full_version < "4.0.0" +oauthlib==2.1.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +packaging==24.0 ; python_version >= "3.8" and python_version < "4.0" +pandas==1.5.3 ; python_version >= "3.8" and python_full_version < "4.0.0" +pendulum==1.4.4 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +prison==0.2.1 ; python_full_version >= "3.8.0" and python_version < "4.0" +proto-plus==1.23.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +protobuf==4.25.3 ; python_version >= "3.8" and python_full_version < "4.0.0" +psutil==5.9.8 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +pyarrow==5.0.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +pyasn1-modules==0.4.0 ; python_version >= "3.8" and python_full_version < "4.0.0" +pyasn1==0.6.0 ; python_version >= "3.8" and python_version < "4" +pydantic==1.10.15 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +pygments==2.18.0 ; python_version >= "3.8" and python_full_version < "4.0.0" +pygsheets==2.0.6 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +pyjwt==1.7.1 ; python_full_version >= "3.8.0" and python_version < "4.0" +pyparsing==3.1.2 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +pyrsistent==0.20.0 ; python_version >= "3.8" and python_version < "4.0" +python-daemon==3.0.1 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +python-dateutil==2.9.0.post0 ; python_version >= "3.8" and python_version < "4.0" +python-nvd3==0.15.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +python-slugify==4.0.1 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +python3-openid==3.2.0 ; python_full_version >= "3.8.0" and python_version < "4.0" +pytz==2024.1 ; python_version >= "3.8" and python_version < "4.0" +pytzdata==2020.1 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +pyyaml==6.0.1 ; python_full_version >= "3.8.0" and python_version < "4.0" +requests-oauthlib==1.1.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +requests==2.31.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +rsa==4.9 ; python_full_version >= "3.8.0" and python_version < "4" +searchconsole==0.0.4 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +setproctitle==1.3.3 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +setuptools==69.5.1 ; python_version >= "3.8" and python_version < "4.0" +six==1.16.0 ; python_version >= "3.8" and python_version < "4" +sqlalchemy-jsonfield==0.9.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +sqlalchemy-utils==0.41.2 ; python_full_version >= "3.8.0" and python_version < "4.0" +sqlalchemy==1.4.52 ; python_version >= "3.8" and python_version < "4.0" +strenum==0.4.15 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +tabulate==0.8.10 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +tenacity==4.12.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +text-unidecode==1.3 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +thrift==0.20.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +typing-extensions==4.11.0 ; python_version >= "3.8" and python_full_version < "4.0.0" +tzlocal==1.5.1 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +unicodecsv==0.14.1 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +uritemplate==4.1.1 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +urllib3==2.2.1 ; python_version >= "3.8" and python_full_version < "4.0.0" +werkzeug==0.16.1 ; python_full_version >= "3.8.0" and python_version < "4.0" +wtforms==3.1.2 ; python_version >= "3.8" and python_version < "4.0" +zipp==3.18.1 ; python_version >= "3.8" and python_version < "3.9" +zope-deprecation==4.4.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" From 514fc95f5a4610f04ef72d974ad0bc91d02bd61b Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 6 Jul 2024 16:16:59 +0800 Subject: [PATCH 62/94] build(docker): file path --- docker/Dockerfile => Dockerfile | 2 +- docker/docker-compose.yml => docker-compose.yml | 8 ++++---- docker/Dockerfile.test | 5 ----- 3 files changed, 5 insertions(+), 10 deletions(-) rename docker/Dockerfile => Dockerfile (92%) rename docker/docker-compose.yml => docker-compose.yml (77%) delete mode 100644 docker/Dockerfile.test diff --git a/docker/Dockerfile b/Dockerfile similarity index 92% rename from docker/Dockerfile rename to Dockerfile index 21cc44b..50eeecd 100644 --- a/docker/Dockerfile +++ b/Dockerfile @@ -22,7 +22,7 @@ USER airflow COPY ./requirements.txt requirements.txt RUN pip install --upgrade pip \ - && pip install --no-cache-dir -r requirements.txt + && pip install --no-cache-dir --no-deps -r requirements.txt COPY dags dags diff --git a/docker/docker-compose.yml b/docker-compose.yml similarity index 77% rename from docker/docker-compose.yml rename to docker-compose.yml index 43d66e2..811a61e 100644 --- a/docker/docker-compose.yml +++ b/docker-compose.yml @@ -3,11 +3,11 @@ version: '3.4' x-docker-common: &docker-common image: davidtnfsh/pycon_etl:ee0e333877bc9b20a180ce9e1569156020c0f6a5 - env_file: ../.env.production + env_file: .env.production volumes: - - ../dags:/opt/airflow/dags - - ../logs:/opt/airflow/logs - - ../service-account.json:/opt/airflow/service-account.json + - dags:/opt/airflow/dags + - logs:/opt/airflow/logs + - service-account.json:/opt/airflow/service-account.json - airflow-db-volume:/opt/airflow/ restart: "no" logging: diff --git a/docker/Dockerfile.test b/docker/Dockerfile.test deleted file mode 100644 index d613edb..0000000 --- a/docker/Dockerfile.test +++ /dev/null @@ -1,5 +0,0 @@ -FROM davidtnfsh/pycon_etl:prod -ENV AIRFLOW_TEST_MODE=True -ENV FERNET_KEY="uMnRC6ingT/WjPzPiXLvbWTJYzaA3sJdJRVkinceVp4=" -USER root -COPY airflow.test.cfg airflow.cfg \ No newline at end of file From 20ed3e8d9532e2e567c61abd099f361d05dc14d9 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 6 Jul 2024 16:24:26 +0800 Subject: [PATCH 63/94] build(pip): update deps --- poetry.lock | 335 +++++++++++++++++++++++++++++++++++++++++++++-- pyproject.toml | 2 + requirements.txt | 22 +++- 3 files changed, 347 insertions(+), 12 deletions(-) diff --git a/poetry.lock b/poetry.lock index f41924d..59000a2 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,5 +1,22 @@ # This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +[[package]] +name = "adal" +version = "1.2.7" +description = "Note: This library is already replaced by MSAL Python, available here: https://pypi.org/project/msal/ .ADAL Python remains available here as a legacy. 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= ["pymysql", "pymysql (<1)"] -sqlcipher = ["sqlcipher3_binary"] [[package]] name = "sqlalchemy-jsonfield" @@ -3570,20 +3478,22 @@ watchdog = ["watchdog"] [[package]] name = "wtforms" -version = "3.1.2" -description = "Form validation and rendering for Python web development." +version = "2.3.3" +description = "A flexible forms validation and rendering library for Python web development." optional = false -python-versions = ">=3.8" +python-versions = "*" files = [ - {file = "wtforms-3.1.2-py3-none-any.whl", hash = "sha256:bf831c042829c8cdbad74c27575098d541d039b1faa74c771545ecac916f2c07"}, - {file = "wtforms-3.1.2.tar.gz", hash = "sha256:f8d76180d7239c94c6322f7990ae1216dae3659b7aa1cee94b6318bdffb474b9"}, + {file = "WTForms-2.3.3-py2.py3-none-any.whl", hash = "sha256:7b504fc724d0d1d4d5d5c114e778ec88c37ea53144683e084215eed5155ada4c"}, + {file = "WTForms-2.3.3.tar.gz", hash = "sha256:81195de0ac94fbc8368abbaf9197b88c4f3ffd6c2719b5bf5fc9da744f3d829c"}, ] [package.dependencies] -markupsafe = "*" +MarkupSafe = "*" [package.extras] email = ["email-validator"] +ipaddress = ["ipaddress"] +locale = ["Babel (>=1.3)"] [[package]] name = "zipp" @@ -3621,4 +3531,4 @@ test = ["zope.testrunner"] [metadata] lock-version = "2.0" python-versions = "^3.8.0" -content-hash = "0117579baf90eaeabd5c19b51c9ff32158704eba198a9c786956db611913905a" +content-hash = "49c55041fca6481af28e0a7cdd33e0af308c28b11926860db2629be36c66ca03" diff --git a/pyproject.toml b/pyproject.toml index 354d875..540662b 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -20,8 +20,15 @@ pygsheets = "^2.0.6" # https://github.com/pallets/markupsafe/issues/304 MarkupSafe = "==2.0.1" docutils = "^0.20" +# azure-datalake-store, pip._vendor.packaging.requirements.InvalidRequirement azure-datalake-store = ">=0.0.45" azure-mgmt-datalake-store = ">=0.5.0" +# https://stackoverflow.com/questions/68687548/apache-airflow-airflow-initdb-throws-modulenotfounderror-no-module-named-wtf +marshmallow = "2.21.0" +wtforms = "2.3.3" +# https://stackoverflow.com/questions/66774109/install-airflow-importerror-no-module-named-clsregistry +sqlalchemy = "1.3.23" +flask-sqlalchemy = "2.4.4" [tool.poetry.dev-dependencies] safety = "^1.9.0" diff --git a/requirements.txt b/requirements.txt index 7c4ae94..6c315b5 100644 --- a/requirements.txt +++ b/requirements.txt @@ -38,7 +38,7 @@ flask-jwt-extended==3.25.1 ; python_full_version >= "3.8.0" and python_version < flask-login==0.4.1 ; python_full_version >= "3.8.0" and python_version < "4.0" flask-oauthlib==0.9.6 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" flask-openid==1.3.0 ; python_full_version >= "3.8.0" and python_version < "4.0" -flask-sqlalchemy==2.5.1 ; python_full_version >= "3.8.0" and python_version < "4.0" +flask-sqlalchemy==2.4.4 ; python_full_version >= "3.8.0" and python_version < "4.0" flask-swagger==0.2.14 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" flask-wtf==0.14.3 ; python_full_version >= "3.8.0" and python_version < "4.0" flask==1.1.4 ; python_full_version >= "3.8.0" and python_version < "4.0" @@ -56,7 +56,6 @@ google-crc32c==1.5.0 ; python_full_version >= "3.8.0" and python_version < "3.10 google-resumable-media==2.7.0 ; python_full_version >= "3.8.0" and python_version < "3.10" googleapis-common-protos==1.63.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" graphviz==0.20.3 ; python_version >= "3.8" and python_full_version < "4.0.0" -greenlet==3.0.3 ; python_version >= "3.8" and (platform_machine == "aarch64" or platform_machine == "ppc64le" or platform_machine == "x86_64" or platform_machine == "amd64" or platform_machine == "AMD64" or platform_machine == "win32" or platform_machine == "WIN32") and python_version < "4.0" grpcio-status==1.62.2 ; python_version < "3.10" and python_full_version >= "3.8.0" grpcio==1.63.0 ; python_version >= "3.8" and python_version < "3.10" gunicorn==20.1.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" @@ -77,14 +76,14 @@ markdown==2.6.11 ; python_full_version >= "3.8.0" and python_full_version < "4.0 markupsafe==2.0.1 ; python_version >= "3.8" and python_version < "4.0" marshmallow-enum==1.5.1 ; python_full_version >= "3.8.0" and python_version < "4.0" marshmallow-sqlalchemy==0.23.1 ; python_full_version >= "3.8.0" and python_version < "4.0" -marshmallow==3.21.2 ; python_version >= "3.8" and python_version < "4.0" +marshmallow==2.21.0 ; python_full_version >= "3.8.0" and python_version < "4.0" msal==1.29.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" msrest==0.7.1 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" msrestazure==0.6.4.post1 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" natsort==8.4.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" numpy==1.24.4 ; python_version >= "3.8" and python_full_version < "4.0.0" oauthlib==2.1.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -packaging==24.0 ; python_version >= "3.8" and python_version < "4.0" +packaging==24.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" pandas==1.5.3 ; python_version >= "3.8" and python_full_version < "4.0.0" pendulum==1.4.4 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" prison==0.2.1 ; python_full_version >= "3.8.0" and python_version < "4.0" @@ -119,7 +118,7 @@ setuptools==69.5.1 ; python_version >= "3.8" and python_version < "4.0" six==1.16.0 ; python_version >= "3.8" and python_version < "4" sqlalchemy-jsonfield==0.9.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" sqlalchemy-utils==0.41.2 ; python_full_version >= "3.8.0" and python_version < "4.0" -sqlalchemy==1.4.52 ; python_version >= "3.8" and python_version < "4.0" +sqlalchemy==1.3.23 ; python_version >= "3.8" and python_version < "4.0" strenum==0.4.15 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" tabulate==0.8.10 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" tenacity==4.12.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" @@ -131,6 +130,6 @@ unicodecsv==0.14.1 ; python_full_version >= "3.8.0" and python_full_version < "4 uritemplate==4.1.1 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" urllib3==2.2.1 ; python_version >= "3.8" and python_full_version < "4.0.0" werkzeug==0.16.1 ; python_full_version >= "3.8.0" and python_version < "4.0" -wtforms==3.1.2 ; python_version >= "3.8" and python_version < "4.0" +wtforms==2.3.3 ; python_full_version >= "3.8.0" and python_version < "4.0" zipp==3.18.1 ; python_version >= "3.8" and python_version < "3.9" zope-deprecation==4.4.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" From 9743a703a10cf3286c1c546115288d169e89b047 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sun, 7 Jul 2024 15:14:58 +0800 Subject: [PATCH 65/94] build(docker): add entrypoint script --- Dockerfile | 8 +++++++- entrypoint.sh | 27 +++++++++++++++++++++++++++ 2 files changed, 34 insertions(+), 1 deletion(-) create mode 100644 entrypoint.sh diff --git a/Dockerfile b/Dockerfile index 50eeecd..852365c 100644 --- a/Dockerfile +++ b/Dockerfile @@ -15,6 +15,10 @@ RUN apt-key adv --keyserver keyserver.ubuntu.com --recv-keys 467B942D3A79BD29 \ && apt-get clean \ && rm -rf /var/lib/apt/lists/* +COPY entrypoint.sh /entrypoint.sh + +RUN chmod +x /entrypoint.sh + USER airflow # on AIRFLOW_HOME: /opt/airflow @@ -24,6 +28,8 @@ COPY ./requirements.txt requirements.txt RUN pip install --upgrade pip \ && pip install --no-cache-dir --no-deps -r requirements.txt +COPY airflow.cfg airflow.cfg + COPY dags dags -COPY airflow.cfg airflow.cfg +ENTRYPOINT ["/entrypoint.sh"] diff --git a/entrypoint.sh b/entrypoint.sh new file mode 100644 index 0000000..14df2fd --- /dev/null +++ b/entrypoint.sh @@ -0,0 +1,27 @@ +#!/bin/bash +# Exit script on first error +set -e + +# Check if the AIRFLOW_HOME variable is set +if [ -z "${AIRFLOW_HOME}" ]; then + echo 'AIRFLOW_HOME not set' + exit 1 +fi + +# Check if the database exists and initialize it if not +if [ ! -f "${AIRFLOW_HOME}/airflow.db" ]; then + airflow initdb + echo 'Database initialized' +else + echo 'Database existed' +fi + +# Check if the command is provided +if [ -z "$1" ]; then + echo "No command provided. Usage: $0 {airflow_command}" + exit 1 +fi + +# Execute the provided Airflow command +echo "Running command: airflow $@" +exec airflow "$@" From 3b2d034ce6f6e2c8e52ecd33fdf2c8c5677c4dee Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sun, 7 Jul 2024 15:19:33 +0800 Subject: [PATCH 66/94] build(docker): update compose files --- docker-compose-dev.yml | 35 +++++++++++++++++++++++++++++++++++ docker-compose.yml | 22 ++++++++++++---------- 2 files changed, 47 insertions(+), 10 deletions(-) create mode 100644 docker-compose-dev.yml diff --git a/docker-compose-dev.yml b/docker-compose-dev.yml new file mode 100644 index 0000000..278c4b1 --- /dev/null +++ b/docker-compose-dev.yml @@ -0,0 +1,35 @@ +version: '3.4' + +x-docker-common: &docker-common + env_file: .env.staging + image: pycon_etl + build: + context: . + dockerfile: Dockerfile + volumes: + - ./service-account.json:/opt/airflow/service-account.json + - airflow-db-volume:/opt/airflow/ + restart: unless-stopped + logging: + driver: json-file + options: + max-size: 10m + +services: + airflow: + <<: *docker-common + container_name: airflow + ports: + - "8080:8080" + command: webserver + + scheduler: + <<: *docker-common + container_name: scheduler + depends_on: + - airflow + command: scheduler + +volumes: + airflow-db-volume: + external: true diff --git a/docker-compose.yml b/docker-compose.yml index 811a61e..47047f6 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -1,29 +1,31 @@ version: '3.4' -x-docker-common: - &docker-common - image: davidtnfsh/pycon_etl:ee0e333877bc9b20a180ce9e1569156020c0f6a5 +x-docker-common: &docker-common env_file: .env.production + image: davidtnfsh/pycon_etl:prod volumes: - - dags:/opt/airflow/dags - - logs:/opt/airflow/logs - - service-account.json:/opt/airflow/service-account.json + - ./service-account.json:/opt/airflow/service-account.json - airflow-db-volume:/opt/airflow/ - restart: "no" + restart: unless-stopped logging: driver: json-file options: max-size: 10m services: - airflow: <<: *docker-common container_name: airflow ports: - - 8080:8080 - command: bash -c "([ ! -f /opt/airflow/airflow.db ] && airflow initdb || echo 'Database existed') && (airflow webserver &) && (airflow scheduler)" + - "8080:8080" + command: webserver + scheduler: + <<: *docker-common + container_name: scheduler + depends_on: + - airflow + command: scheduler volumes: airflow-db-volume: From b208a8242427db52074b901deabaf24461f2abbd Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sun, 7 Jul 2024 15:21:24 +0800 Subject: [PATCH 67/94] fix(airflow): update env template --- .env.template | 5 ++--- .gitignore | 1 + 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/.env.template b/.env.template index d6dfcc4..1b8f2e4 100644 --- a/.env.template +++ b/.env.template @@ -1,5 +1,4 @@ -# get the complete env from other volunteers, please AIRFLOW_HOME=/opt/airflow BIGQUERY_PROJECT=pycontw-225217 -DATATEAM_DISCORD_WEBHOOK=<> -GOOGLE_APPLICATION_CREDENTIALS=/opt/airflow/service-account.json \ No newline at end of file +GOOGLE_APPLICATION_CREDENTIALS=/opt/airflow/service-account.json +AIRFLOW__CORE__FERNET_KEY=paste-your-fernet-key-here \ No newline at end of file diff --git a/.gitignore b/.gitignore index 7f64bea..d7f4c76 100644 --- a/.gitignore +++ b/.gitignore @@ -1,4 +1,5 @@ # project stuff +.env.production .env.staging env env.sh From dd52d9a941fed50e7acd0937a276828b9768f18f Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sun, 7 Jul 2024 15:34:45 +0800 Subject: [PATCH 68/94] build(makefile): add deployment alias --- Makefile | 17 +++++++++++++---- 1 file changed, 13 insertions(+), 4 deletions(-) diff --git a/Makefile b/Makefile index 61fb391..98f0e6e 100644 --- a/Makefile +++ b/Makefile @@ -19,8 +19,17 @@ coverage: deps: poetry export -f requirements.txt -o requirements.txt --without-hashes -deploy: - docker-compose -f ./docker/docker-compose.yml up -d +build-dev: + docker-compose -f ./docker-compose-dev.yml build -down: - docker-compose -f ./docker/docker-compose.yml down +deploy-dev: + docker-compose -f ./docker-compose-dev.yml up -d + +down-dev: + docker-compose -f ./docker-compose-dev.yml down + +deploy-prod: + docker-compose -f ./docker-compose.yml up -d + +down-prod: + docker-compose -f ./docker-compose.yml down From 5837994cea7e440b6566dadb14e81cf8d8c42f58 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sun, 7 Jul 2024 16:12:33 +0800 Subject: [PATCH 69/94] docs(project): update README, add contribute, maintain, and deployment guide --- README.md | 202 ++++++++++++------------------------------- docs/CONTRIBUTING.md | 62 +++++++++++++ docs/DEPLOYMENT.md | 31 +++++++ docs/MAINTENANCE.md | 20 +++++ 4 files changed, 168 insertions(+), 147 deletions(-) create mode 100644 docs/CONTRIBUTING.md create mode 100644 docs/DEPLOYMENT.md create mode 100644 docs/MAINTENANCE.md diff --git a/README.md b/README.md index 48b650f..9198ba8 100644 --- a/README.md +++ b/README.md @@ -1,176 +1,84 @@ # PyConTW ETL + ![Python CI](https://github.com/pycontw/PyCon-ETL/workflows/Python%20CI/badge.svg) ![Docker Image CI](https://github.com/pycontw/PyCon-ETL/workflows/Docker%20Image%20CI/badge.svg) Using Airflow to implement our ETL pipelines +## Table of Contents -[TOC] +- [Prerequisites](#prerequisites) +- [Install](#install) +- [Configuration](#configuration) +- [BigQuery (Optional)](#bigquery-optional) +- [Run](#run) + - [Local environment with Docker](#local-environment-with-docker) + - [Local environment with Docker (Windows)](#local-environment-with-docker-windows) + - [Production](#production) +- [Contact](#contact) -## Year to Year Jobs +## Prerequisites -這三個 job 什麼時候打開需要人工確認（麻煩當年的組長大大了），理論上是售票開始前我們要測試一下然後打開 +* [Python 3.8+](https://www.python.org/downloads/release/python-3811/) +* [Poetry](https://python-poetry.org/docs/#installation) +* [Docker](https://docs.docker.com/get-docker/) +* [Git](https://git-scm.com/book/zh-tw/v2/%E9%96%8B%E5%A7%8B-Git-%E5%AE%89%E8%A3%9D%E6%95%99%E5%AD%B8) -1. `gcloud beta compute ssh --zone asia-east1-b data-team --project pycontw-225217 -- -NL 8080:localhost:8080` -2. Navigate to -3. 打開下列的 Airflow tasks: - 1. `KKTIX_DISCORD_BOT_FOR_TEAM_REGISTRATION`: 每天送賣票的銷量資訊到 discord 給註冊組看 - 2. `KKTIX_TICKET_ORDERS_V3`: 每五分鐘就去抓最新的 kktix 資料進 BigQuery, 更新後 metabase 相關連的 dashboard 就會更新（售票完之後可以關掉） - 3. `KLAVIYO_SEND_MAIL_V3`: 每年寄發行前信時啓動隨買即用, 已購票的用戶會批次寄發信件, 新的購票者也會批次派發送信 +## Install -## Dags +Install local environment for development: -* Dag 的命名規則請看這篇 [阿里巴巴大數據實戰](https://medium.com/@davidtnfsh/%E5%A4%A7%E6%95%B0%E6%8D%AE%E4%B9%8B%E8%B7%AF-%E9%98%BF%E9%87%8C%E5%B7%B4%E5%B7%B4%E5%A4%A7%E6%95%B0%E6%8D%AE%E5%AE%9E%E8%B7%B5-%E8%AE%80%E6%9B%B8%E5%BF%83%E5%BE%97-54e795c2b8c) -* Please refer to [this article](https://medium.com/@davidtnfsh/%E5%A4%A7%E6%95%B0%E6%8D%AE%E4%B9%8B%E8%B7%AF-%E9%98%BF%E9%87%8C%E5%B7%B4%E5%B7%B4%E5%A4%A7%E6%95%B0%E6%8D%AE%E5%AE%9E%E8%B7%B5-%E8%AE%80%E6%9B%B8%E5%BF%83%E5%BE%97-54e795c2b8c) for naming guidline - * examples - 1. `ods/opening_crawler`: Crawlers written by @Rain. Those openings can be used for the recruitment board, which was implemented by @tai271828 and @stacy. - 2. `ods/survey_cake`: A manually triggered uploader that would upload questionnaires to bigquery. The uploader should be invoked after we receive the surveycake questionnaire. +```bash +poetry install +``` -## Prerequisites -1. [Install Python 3.8+](https://www.python.org/downloads/release/python-3811/) -2. [Get Docker](https://docs.docker.com/get-docker/) -3. [Install Git](https://git-scm.com/book/zh-tw/v2/%E9%96%8B%E5%A7%8B-Git-%E5%AE%89%E8%A3%9D%E6%95%99%E5%AD%B8) -4. [Get npm](https://www.npmjs.com/get-npm) +## Configuration -## Install -1. `docker pull docker.io/apache/airflow:1.10.13-python3.8` -2. Python dependencies: - 1. `virtualenv venv` - * `. venv/bin/activate` - 2. `pip install poetry` - 3. `poetry install` -3. Npm dependencies for linter, formatter, and commit linter (optional): - 1. `brew install npm` - 2. `npm ci` - -## Commit -1. `git add ` -2. `npm run check`: Apply all the linter and formatter -3. `npm run commit` - -## PR -Please use Gitlab Flow, otherwise, you cannot pass docker hub CI +1. `cp .env.template .env.staging` for dev/test. `cp .env.template .env.production` instead if you are going to start a production instance. -## Run +2. Follow the instructions in `.env.` and fill in your secrets. + If you are running the staging instance for development as a sandbox and not going to access any specific third-party service, leave the `.env.staging` as-is should be fine. -### Local environment Python Script +> Find the maintainer if you don't have those secrets. -1. `. venv/bin/activate` -2. `. ./.env.sh` -3. `cd contrib` -4. Check its command in [contrib/README.md](contrib/README.md) -5. `python xxx.py` +> **⚠ WARNING: About .env** +> Please don't use the .env for local development, or it might screw up the production tables. -### Local environment Docker +### BigQuery (Optional) -> Find @davidtnfsh if you don't have those secrets. +Setup the Authentication of GCP: + *After invoking `gcloud auth application-default login`, you'll get a credentials.json resides in `$HOME/.config/gcloud/application_default_credentials.json`. Invoke `export GOOGLE_APPLICATION_CREDENTIALS="/path/to/keyfile.json"` if you have it. + * service-account.json: Please contact @david30907d using email, telegram, or discord. No worry about this json if you are running the sandbox staging instance for development. -> **⚠ WARNING: About .env** -> Please don't use the .env for local development, or it might screw up the production tables. +## Run -1. Build docker image: - * Build a production image (for production): `docker build -t davidtnfsh/pycon_etl:prod --cache-from davidtnfsh/pycon_etl:prod -f Dockerfile .` - If you want to build dev/test image, you also need to build this docker image first because dev/test image is on top of this production image. See below. - * Build dev/test image (for dev/test): `docker build -t davidtnfsh/pycon_etl:test --cache-from davidtnfsh/pycon_etl:prod -f Dockerfile.test .` -2. Fill in some secrets: - 1. `cp .env.template .env.staging` for dev/test. `cp .env.template .env.production` instead if you are going to start a production instance. - 2. Follow the instructions in `.env.` and fill in your secrets. - If you are running the staging instance for development as a sandbox and not going to access any specific third-party service, leave the `.env.staging` as-is should be fine. -3. Start the Airflow server: - * production: `docker run --log-opt max-size=1m -p 8080:8080 --name airflow -v $(pwd)/dags:/opt/airflow/dags -v $(pwd)/service-account.json:/opt/airflow/service-account.json --env-file=./.env.production davidtnfsh/pycon_etl:prod webserver` - * dev/test: `docker run -p 8080:8080 --name airflow -v $(pwd)/dags:/opt/airflow/dags -v $(pwd)/service-account.json:/opt/airflow/service-account.json --env-file=./.env.staging davidtnfsh/pycon_etl:test webserver` - * Note the difference is just the env file name and the image cache. -4. Portforward compute instance to your local and then navigate to : - 1. `gcloud beta compute ssh --zone "asia-east1-b" "data-team" --project "pycontw-225217" -- -NL 8080:localhost:8080` - 2. If Port 8080 is already in use. You need to stop the service occupied 8080 port on your local first. - - ![image](./docs/airflow.png) -5. Setup Airflow's Variable and Connections: - * Youtube: ![img](docs/youtube-connection.png) - -### Local environment Docker (Windows) -> Do not use Windows Powershell; please use Command Prompt instead. - -> Find @davidtnfsh if you don't have those secrets. +If you are a developer 👨‍💻, please check [Contributing Guide](./docs/CONTRIBUTING.md). -> **⚠ WARNING: About .env** -> Please don't use the .env for local development, or it might screw up the production tables. +If you are a mantainer 👨‍🔧, please check [Maintenance Guide](./docs/MAINTENANCE.md). -1. Build docker image: - * Build a production image (for production): `docker build -t davidtnfsh/pycon_etl:prod --cache-from davidtnfsh/pycon_etl:prod -f Dockerfile .` - If you want to build dev/test image, you also need to build this docker image first because dev/test image is on top of this production image. See below. - * Build dev/test image (for dev/test): `docker build -t davidtnfsh/pycon_etl:test --cache-from davidtnfsh/pycon_etl:prod -f Dockerfile.test .` -2. Fill in some secrets: - 1. `copy .env.template .env.staging` for dev/test. `copy .env.template .env.production` instead if you are going to start a production instance. - 2. Follow the instructions in `.env.` and fill in your secrets. - If you are running the staging instance for development as a sandbox, and not going to access any specific thrid-party service, leave the `.env.staging` as-is should be fine. -3. Start the Airflow server: - * production: `docker run -p 8080:8080 --name airflow -v "/$(pwd)"/dags:/opt/airflow/dags -v "/$(pwd)"/service-account.json:/opt/airflow/service-account.json --env-file=./.env.production davidtnfsh/pycon_etl:prod webserver` - * dev/test: `docker run -p 8080:8080 --name airflow -v "/$(pwd)"/dags:/opt/airflow/dags -v "/$(pwd)"/service-account.json:/opt/airflow/service-account.json --env-file=./.env.staging davidtnfsh/pycon_etl:test webserver` - * Note the difference are just the env file name and the image cache. -4. Portforward compute instance to your local and then navigate to : - 1. `gcloud beta compute ssh --zone "asia-east1-b" "data-team" --project "pycontw-225217" -- -N -L 8080:localhost:8080` - 2. If Port 8080 is already in use. You need to stop the service occupied 8080 port on your local first. - -![image](./docs/airflow.png) - -#### BigQuery (Optional) -1. Setup the Authentication of GCP: - * After invoking `gcloud auth application-default login`, you'll get a credentials.json resides in `$HOME/.config/gcloud/application_default_credentials.json`. Invoke `export GOOGLE_APPLICATION_CREDENTIALS="/path/to/keyfile.json"` if you have it. - * service-account.json: Please contact @david30907d using email, telegram, or discord. No worry about this json if you are running the sandbox staging instance for development. -2. Give [Toy-Examples](#Toy-Examples) a try - -## Deployment & Setting Up Credentials/Env -1. Login to the data team's server: - 1. `gcloud compute ssh --zone "asia-east1-b" "data-team" --project "pycontw-225217"` - 2. service: - * ETL: `/home/zhangtaiwei/pycon-etl` - * btw, metabase is located here: `/mnt/disks/data-team-additional-disk/pycontw-infra-scripts/data_team/metabase_server` -2. Pull the latest codebase to this server: `sudo git pull` -3. Add Credentials (only need to do once): - * Airflow: - * Connections: - * kktix_api: `conn_id=kktix_api`, `host` and `extra(header)` are confidential since its KKTIX's private endpoint. Please DM @GTB or data team's teammembers for these credentials. - * extra: `{"Authorization": "bearer xxx"}` - * klaviyo_api: `conn_id=klaviyo_api`, `host` is https://a.klaviyo.com/api - * Variables: - * KLAVIYO_KEY: Create from https://www.klaviyo.com/account#api-keys-tab - * KLAVIYO_LIST_ID: Create from https://www.klaviyo.com/lists - * KLAVIYO_CAMPAIGN_ID: Create from https://www.klaviyo.com/campaigns - * kktix_events_endpoint: url path of kktix's `hosting_events`, ask @gtb for details! - -### CI/CD -Please check [.github/workflows](.github/workflows) for details - -## Tutorials - -BigQuery Example: - -```python -from google.cloud import bigquery - -client = bigquery.Client(project='pycontw-225217') - -# Perform a query. -QUERY = ''' - SELECT scenario.day2checkin.attr.diet FROM `pycontw-225217.ods.ods_opass_attendee_timestamp` -''' -query_job = client.query(QUERY) # API request -rows = query_job.result() # Waits for query to finish - -for row in rows: - print(row.diet) +### Local environment with Docker + +dev/test environment: + +```bash +# build the dev/test local image +make build-dev + +# start dev/test services +make deploy-dev + +# stop dev/test services +make down-dev ``` -### Conventions +### Local environment with Docker (Windows) + +Same as above, bit do not use Windows Powershell; please use Command Prompt instead. -* table name convention: - ![img](https://miro.medium.com/max/1400/1*bppuEKMnL9gFnvoRHUO8CQ.png) +### Production +Please check [Production Deployment Guide](./docs/DEPLOYMENT.md). -## DevOps (Will deprecate this if we don't bump into out-of-disk issue any more) +## Contact -1. Find topk biggest folders: `du -a /var/lib/docker/overlay2 | sort -n -r | head -n 20` -2. Show the folder size: `du -hs xxxx` -3. delete those pretty big folder -4. `df -h` \ No newline at end of file +[PyCon TW Volunteer Data Team - Discord](https://discord.com/channels/752904426057892052/900721883383758879) diff --git a/docs/CONTRIBUTING.md b/docs/CONTRIBUTING.md new file mode 100644 index 0000000..cb7db93 --- /dev/null +++ b/docs/CONTRIBUTING.md @@ -0,0 +1,62 @@ +# Contirbuting Guide + +## How to contribute + +1. Git clone this repo + +`git clone https://github.com/pycontw/pycon-etl` + +2. Create a new branch + +`git checkout -b ` + +3. Make your changes + +> NOTICE: We still using airflow v1, so please read the official document [Apache Airflow v1.10.13 Documentation](https://airflow.apache.org/docs/apache-airflow/1.10.13/) to make sure your changes are compatible with our current version. + +If you task use the external service, add connection and variable in the airflow UI. + +4. Push your branch + +`git push origin ` + +5. Create a PR + +## Release Management + +Please use [GitLab Flow](https://about.gitlab.com/topics/version-control/what-is-gitlab-flow/), otherwise, you cannot pass docker hub CI + +## Dependency Management + +Please use poetry to manage dependencies + +```bash +poetry add +poetry remove +``` + +If you are using a new package, please update `requirements.txt` by running `make deps`. + +## Code Convention + +### Airflow DAG + +* Please refer to [this article](https://medium.com/@davidtnfsh/%E5%A4%A7%E6%95%B0%E6%8D%AE%E4%B9%8B%E8%B7%AF-%E9%98%BF%E9%87%8C%E5%B7%B4%E5%B7%B4%E5%A4%A7%E6%95%B0%E6%8D%AE%E5%AE%9E%E8%B7%B5-%E8%AE%80%E6%9B%B8%E5%BF%83%E5%BE%97-54e795c2b8c) for naming guidline + * examples + 1. `ods/opening_crawler`: Crawlers written by @Rain. Those openings can be used for the recruitment board, which was implemented by @tai271828 and @stacy. + 2. `ods/survey_cake`: A manually triggered uploader that would upload questionnaires to bigquery. The uploader should be invoked after we receive the surveycake questionnaire. + +* table name convention: + ![img](https://miro.medium.com/max/1400/1*bppuEKMnL9gFnvoRHUO8CQ.png) + +### Format + +Please use `make format` to format your code before commit, otherwise, the CI will fail. + +### Commit Message + +Recommended to use [Commitizen](https://commitizen-tools.github.io/commitizen/). + +### CI/CD + +Please check [.github/workflows](.github/workflows) for details. diff --git a/docs/DEPLOYMENT.md b/docs/DEPLOYMENT.md new file mode 100644 index 0000000..a587f82 --- /dev/null +++ b/docs/DEPLOYMENT.md @@ -0,0 +1,31 @@ +# Deployment Guide + +1. Login to the data team's server: + 1. `gcloud compute ssh --zone "asia-east1-b" "data-team" --project "pycontw-225217"` + 2. service: + * ETL: `/home/zhangtaiwei/pycon-etl` + * btw, metabase is located here: `/mnt/disks/data-team-additional-disk/pycontw-infra-scripts/data_team/metabase_server` + +2. Pull the latest codebase to this server: `sudo git pull` + +3. Add Credentials (only need to do once): + * Airflow: + * Connections: + * kktix_api: `conn_id=kktix_api`, `host` and `extra(header)` are confidential since its KKTIX's private endpoint. Please DM @GTB or data team's teammembers for these credentials. + * extra: `{"Authorization": "bearer xxx"}` + * klaviyo_api: `conn_id=klaviyo_api`, `host` is + * Variables: + * KLAVIYO_KEY: Create from + * KLAVIYO_LIST_ID: Create from + * KLAVIYO_CAMPAIGN_ID: Create from + * kktix_events_endpoint: url path of kktix's `hosting_events`, ask @gtb for details! + +4. Start the services: + +```bash +# start production services +make deploy-prod + +# stop production services +# make down-prod +``` diff --git a/docs/MAINTENANCE.md b/docs/MAINTENANCE.md new file mode 100644 index 0000000..280a2e8 --- /dev/null +++ b/docs/MAINTENANCE.md @@ -0,0 +1,20 @@ +# Maintenance Guide + +## Disk Space + +Currently, the disk space is limited, so please check the disk space before running any ETL jobs. + +Will deprecate this if we don't bump into out-of-disk issue any more. + +1. Find topk biggest folders: `du -a /var/lib/docker/overlay2 | sort -n -r | head -n 20` +2. Show the folder size: `du -hs xxxx` +3. delete those pretty big folder +4. `df -h` + +## Token expiration + +Some api tokens might expire, please check. + +## Year to Year Jobs + +Please refer [Dev Data Team - Year to Year Jobs - HackMD](https://hackmd.io/R417olqPQSWnQYY1Oc_-Sw?view) for more details. From 2a67908104e96d976914254c2755fbc69fb0e2ea Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sun, 7 Jul 2024 16:26:02 +0800 Subject: [PATCH 70/94] build(npm): remove un-used config files --- commitlint.config.js | 1 - package-lock.json | 9302 ------------------------------------------ package.json | 62 - 3 files changed, 9365 deletions(-) delete mode 100644 commitlint.config.js delete mode 100644 package-lock.json delete mode 100644 package.json diff --git a/commitlint.config.js b/commitlint.config.js deleted file mode 100644 index 28fe5c5..0000000 --- a/commitlint.config.js +++ /dev/null @@ -1 +0,0 @@ -module.exports = {extends: ['@commitlint/config-conventional']} diff --git a/package-lock.json b/package-lock.json deleted file mode 100644 index 700f0ec..0000000 --- a/package-lock.json +++ /dev/null @@ -1,9302 +0,0 @@ -{ - "name": "python_project_template", - "version": "1.0.0", - "lockfileVersion": 2, - "requires": true, - "packages": { - "": { - "name": "python_project_template", - 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"black", - "flake8 --config .flake8", - "mypy --ignore-missing-imports", - "bandit", - "git add" - ], - "**/Dockerfile*": [ - "hadolint --ignore DL3008 --ignore DL3013 --ignore DL3018 --ignore DL3002" - ] - }, - "repository": { - "type": "git", - "url": "git+https://github.com/david30907d/pyproject_template.git" - }, - "author": "", - "license": "ISC", - "bugs": { - "url": "https://github.com/david30907d/pyproject_template/issues" - }, - "homepage": "https://github.com/david30907d/pyproject_template#readme", - "dependencies": { - "commitizen": "^4.1.2", - "cz-conventional-changelog": "^3.1.0", - "dot-prop": "^5.2.0", - "husky": "^1.3.1", - "lint-staged": "^8.1.5", - "lodash": "^4.17.19", - "minimist": "^1.2.5" - }, - "devDependencies": { - "@commitlint/cli": "^9.1.2", - "@commitlint/config-conventional": "^8.3.4", - "cz-emoji": "^1.3.1" - }, - "config": { - "commitizen": { - "path": "cz-emoji" - } - } -} From 8ede6cb559e3a65f0f901c1116c0bfec4f286efa Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sun, 7 Jul 2024 16:26:27 +0800 Subject: [PATCH 71/94] fix(project): misc --- README.md | 2 + airflow.test.cfg | 990 ----------------------------------------------- 2 files changed, 2 insertions(+), 990 deletions(-) delete mode 100644 airflow.test.cfg diff --git a/README.md b/README.md index 9198ba8..80bf013 100644 --- a/README.md +++ b/README.md @@ -71,6 +71,8 @@ make deploy-dev make down-dev ``` +> Difference between production and dev/test compose files is dev/test compose file use local build image, and production compose file use the image from docker hub. + ### Local environment with Docker (Windows) Same as above, bit do not use Windows Powershell; please use Command Prompt instead. diff --git a/airflow.test.cfg b/airflow.test.cfg deleted file mode 100644 index c9bf7a9..0000000 --- a/airflow.test.cfg +++ /dev/null @@ -1,990 +0,0 @@ -[core] -# The folder where your airflow pipelines live, most likely a -# subfolder in a code repository. This path must be absolute. -dags_folder = /opt/airflow/dags - -# The folder where airflow should store its log files -# This path must be absolute -base_log_folder = /opt/airflow/logs - -# Airflow can store logs remotely in AWS S3, Google Cloud Storage or Elastic Search. -# Set this to True if you want to enable remote logging. -remote_logging = False - -# Users must supply an Airflow connection id that provides access to the storage -# location. -remote_log_conn_id = -remote_base_log_folder = -encrypt_s3_logs = False - -# Logging level -logging_level = INFO - -# Logging level for Flask-appbuilder UI -fab_logging_level = WARN - -# Logging class -# Specify the class that will specify the logging configuration -# This class has to be on the python classpath -# Example: logging_config_class = my.path.default_local_settings.LOGGING_CONFIG -logging_config_class = - -# Flag to enable/disable Colored logs in Console -# Colour the logs when the controlling terminal is a TTY. -colored_console_log = True - -# Log format for when Colored logs is enabled -colored_log_format = [%%(blue)s%%(asctime)s%%(reset)s] {{%%(blue)s%%(filename)s:%%(reset)s%%(lineno)d}} %%(log_color)s%%(levelname)s%%(reset)s - %%(log_color)s%%(message)s%%(reset)s -colored_formatter_class = airflow.utils.log.colored_log.CustomTTYColoredFormatter - -# Format of Log line -log_format = [%%(asctime)s] {{%%(filename)s:%%(lineno)d}} %%(levelname)s - %%(message)s -simple_log_format = %%(asctime)s %%(levelname)s - %%(message)s - -# Log filename format -log_filename_template = {{ ti.dag_id }}/{{ ti.task_id }}/{{ ts }}/{{ try_number }}.log -log_processor_filename_template = {{ filename }}.log -dag_processor_manager_log_location = /opt/airflow/logs/dag_processor_manager/dag_processor_manager.log - -# Name of handler to read task instance logs. -# Default to use task handler. -task_log_reader = task - -# Hostname by providing a path to a callable, which will resolve the hostname. -# The format is "package:function". -# -# For example, default value "socket:getfqdn" means that result from getfqdn() of "socket" -# package will be used as hostname. -# -# No argument should be required in the function specified. -# If using IP address as hostname is preferred, use value ``airflow.utils.net:get_host_ip_address`` -hostname_callable = socket:getfqdn - -# Default timezone in case supplied date times are naive -# can be utc (default), system, or any IANA timezone string (e.g. Europe/Amsterdam) -default_timezone = utc - -# The executor class that airflow should use. Choices include -# SequentialExecutor, LocalExecutor, CeleryExecutor, DaskExecutor, KubernetesExecutor -executor = SequentialExecutor - -# The SqlAlchemy connection string to the metadata database. -# SqlAlchemy supports many different database engine, more information -# their website -# sql_alchemy_conn = sqlite:////tmp/airflow.db - -# The encoding for the databases -sql_engine_encoding = utf-8 - -# If SqlAlchemy should pool database connections. -sql_alchemy_pool_enabled = True - -# The SqlAlchemy pool size is the maximum number of database connections -# in the pool. 0 indicates no limit. -sql_alchemy_pool_size = 5 - -# The maximum overflow size of the pool. -# When the number of checked-out connections reaches the size set in pool_size, -# additional connections will be returned up to this limit. -# When those additional connections are returned to the pool, they are disconnected and discarded. -# It follows then that the total number of simultaneous connections the pool will allow -# is pool_size + max_overflow, -# and the total number of "sleeping" connections the pool will allow is pool_size. -# max_overflow can be set to -1 to indicate no overflow limit; -# no limit will be placed on the total number of concurrent connections. Defaults to 10. -sql_alchemy_max_overflow = 10 - -# The SqlAlchemy pool recycle is the number of seconds a connection -# can be idle in the pool before it is invalidated. This config does -# not apply to sqlite. If the number of DB connections is ever exceeded, -# a lower config value will allow the system to recover faster. -sql_alchemy_pool_recycle = 1800 - -# Check connection at the start of each connection pool checkout. -# Typically, this is a simple statement like "SELECT 1". -# More information here: -# https://docs.sqlalchemy.org/en/13/core/pooling.html#disconnect-handling-pessimistic -sql_alchemy_pool_pre_ping = True - -# The schema to use for the metadata database. -# SqlAlchemy supports databases with the concept of multiple schemas. -sql_alchemy_schema = - -# The amount of parallelism as a setting to the executor. This defines -# the max number of task instances that should run simultaneously -# on this airflow installation -parallelism = 256 - -# The number of task instances allowed to run concurrently by the scheduler -dag_concurrency = 64 - -# Are DAGs paused by default at creation -dags_are_paused_at_creation = True - -# The maximum number of active DAG runs per DAG -max_active_runs_per_dag = 16 - -# Whether to load the examples that ship with Airflow. It's good to -# get started, but you probably want to set this to False in a production -# environment -load_examples = True - -# Where your Airflow plugins are stored -plugins_folder = /opt/airflow/plugins - -# Secret key to save connection passwords in the db -fernet_key = $FERNET_KEY - -# Whether to disable pickling dags -donot_pickle = False - -# How long before timing out a python file import -dagbag_import_timeout = 600 - -# How long before timing out a DagFileProcessor, which processes a dag file -dag_file_processor_timeout = 600 - -# The class to use for running task instances in a subprocess -task_runner = StandardTaskRunner - -# If set, tasks without a ``run_as_user`` argument will be run with this user -# Can be used to de-elevate a sudo user running Airflow when executing tasks -default_impersonation = - -# What security module to use (for example kerberos) -security = - -# If set to False enables some unsecure features like Charts and Ad Hoc Queries. -# In 2.0 will default to True. -secure_mode = False - -# Turn unit test mode on (overwrites many configuration options with test -# values at runtime) -unit_test_mode = False - -# Whether to enable pickling for xcom (note that this is insecure and allows for -# RCE exploits). This will be deprecated in Airflow 2.0 (be forced to False). -enable_xcom_pickling = True - -# When a task is killed forcefully, this is the amount of time in seconds that -# it has to cleanup after it is sent a SIGTERM, before it is SIGKILLED -killed_task_cleanup_time = 60 - -# Whether to override params with dag_run.conf. If you pass some key-value pairs -# through ``airflow dags backfill -c`` or -# ``airflow dags trigger -c``, the key-value pairs will override the existing ones in params. -dag_run_conf_overrides_params = False - -# Worker initialisation check to validate Metadata Database connection -worker_precheck = False - -# When discovering DAGs, ignore any files that don't contain the strings ``DAG`` and ``airflow``. -dag_discovery_safe_mode = True - -# The number of retries each task is going to have by default. Can be overridden at dag or task level. -default_task_retries = 0 - -# Whether to serialises DAGs and persist them in DB. -# If set to True, Webserver reads from DB instead of parsing DAG files -# More details: https://airflow.apache.org/docs/stable/dag-serialization.html -store_serialized_dags = False - -# Updating serialized DAG can not be faster than a minimum interval to reduce database write rate. -min_serialized_dag_update_interval = 30 - -# On each dagrun check against defined SLAs -check_slas = True - -[cli] -# In what way should the cli access the API. The LocalClient will use the -# database directly, while the json_client will use the api running on the -# webserver -api_client = airflow.api.client.local_client - -# If you set web_server_url_prefix, do NOT forget to append it here, ex: -# ``endpoint_url = http://localhost:8080/myroot`` -# So api will look like: ``http://localhost:8080/myroot/api/experimental/...`` -endpoint_url = http://localhost:8080 - -[debug] -# Used only with DebugExecutor. If set to True DAG will fail with first -# failed task. Helpful for debugging purposes. -fail_fast = False - -[api] -# How to authenticate users of the API -auth_backend = airflow.api.auth.backend.default - -[lineage] -# what lineage backend to use -backend = - -[atlas] -sasl_enabled = False -host = -port = 21000 -username = -password = - -[operators] -# The default owner assigned to each new operator, unless -# provided explicitly or passed via ``default_args`` -default_owner = airflow -default_cpus = 1 -default_ram = 512 -default_disk = 512 -default_gpus = 0 - -[hive] -# Default mapreduce queue for HiveOperator tasks -default_hive_mapred_queue = - -[webserver] -# The base url of your website as airflow cannot guess what domain or -# cname you are using. This is used in automated emails that -# airflow sends to point links to the right web server -base_url = http://localhost:8080 - -# The ip specified when starting the web server -web_server_host = 0.0.0.0 - -# The port on which to run the web server -web_server_port = 8080 - -# Paths to the SSL certificate and key for the web server. When both are -# provided SSL will be enabled. This does not change the web server port. -web_server_ssl_cert = - -# Paths to the SSL certificate and key for the web server. When both are -# provided SSL will be enabled. This does not change the web server port. -web_server_ssl_key = - -# Number of seconds the webserver waits before killing gunicorn master that doesn't respond -web_server_master_timeout = 600 - -# Number of seconds the gunicorn webserver waits before timing out on a worker -web_server_worker_timeout = 600 - -# Number of workers to refresh at a time. When set to 0, worker refresh is -# disabled. When nonzero, airflow periodically refreshes webserver workers by -# bringing up new ones and killing old ones. -worker_refresh_batch_size = 1 - -# Number of seconds to wait before refreshing a batch of workers. -worker_refresh_interval = 30 - -# Secret key used to run your flask app -# It should be as random as possible -secret_key = l\xba,\xc3\x023\xca\x04\xdb\xf2\xf7\xfa\xb8#\xee> - -# Number of workers to run the Gunicorn web server -workers = 2 - -# The worker class gunicorn should use. Choices include -# sync (default), eventlet, gevent -worker_class = sync - -# Log files for the gunicorn webserver. '-' means log to stderr. -access_logfile = - - -# Log files for the gunicorn webserver. '-' means log to stderr. -error_logfile = - - -# Expose the configuration file in the web server -expose_config = True - -# Expose hostname in the web server -expose_hostname = True - -# Expose stacktrace in the web server -expose_stacktrace = True - -# Set to true to turn on authentication: -# https://airflow.apache.org/security.html#web-authentication -authenticate = False - -# Filter the list of dags by owner name (requires authentication to be enabled) -filter_by_owner = False - -# Filtering mode. Choices include user (default) and ldapgroup. -# Ldap group filtering requires using the ldap backend -# -# Note that the ldap server needs the "memberOf" overlay to be set up -# in order to user the ldapgroup mode. -owner_mode = user - -# Default DAG view. Valid values are: -# tree, graph, duration, gantt, landing_times -dag_default_view = tree - -# "Default DAG orientation. Valid values are:" -# LR (Left->Right), TB (Top->Bottom), RL (Right->Left), BT (Bottom->Top) -dag_orientation = LR - -# Puts the webserver in demonstration mode; blurs the names of Operators for -# privacy. -demo_mode = False - -# The amount of time (in secs) webserver will wait for initial handshake -# while fetching logs from other worker machine -log_fetch_timeout_sec = 5 - -# Time interval (in secs) to wait before next log fetching. -log_fetch_delay_sec = 2 - -# Distance away from page bottom to enable auto tailing. -log_auto_tailing_offset = 30 - -# Animation speed for auto tailing log display. -log_animation_speed = 1000 - -# By default, the webserver shows paused DAGs. Flip this to hide paused -# DAGs by default -hide_paused_dags_by_default = False - -# Consistent page size across all listing views in the UI -page_size = 100 - -# Use FAB-based webserver with RBAC feature -rbac = False - -# Define the color of navigation bar -navbar_color = #007A87 - -# Default dagrun to show in UI -default_dag_run_display_number = 25 - -# Enable werkzeug ``ProxyFix`` middleware for reverse proxy -enable_proxy_fix = False - -# Number of values to trust for ``X-Forwarded-For``. -# More info: https://werkzeug.palletsprojects.com/en/0.16.x/middleware/proxy_fix/ -proxy_fix_x_for = 1 - -# Number of values to trust for ``X-Forwarded-Proto`` -proxy_fix_x_proto = 1 - -# Number of values to trust for ``X-Forwarded-Host`` -proxy_fix_x_host = 1 - -# Number of values to trust for ``X-Forwarded-Port`` -proxy_fix_x_port = 1 - -# Number of values to trust for ``X-Forwarded-Prefix`` -proxy_fix_x_prefix = 1 - -# Set secure flag on session cookie -cookie_secure = False - -# Set samesite policy on session cookie -cookie_samesite = - -# Default setting for wrap toggle on DAG code and TI log views. -default_wrap = False - -# Allow the UI to be rendered in a frame -x_frame_enabled = True - -# Send anonymous user activity to your analytics tool -# choose from google_analytics, segment, or metarouter -# analytics_tool = - -# Unique ID of your account in the analytics tool -# analytics_id = - -# Update FAB permissions and sync security manager roles -# on webserver startup -update_fab_perms = True - -# Minutes of non-activity before logged out from UI -# 0 means never get forcibly logged out -force_log_out_after = 0 - -# The UI cookie lifetime in days -session_lifetime_days = 30 - -[email] -email_backend = airflow.utils.email.send_email_smtp - -[smtp] - -# If you want airflow to send emails on retries, failure, and you want to use -# the airflow.utils.email.send_email_smtp function, you have to configure an -# smtp server here -smtp_host = localhost -smtp_starttls = True -smtp_ssl = False -# Example: smtp_user = airflow -# smtp_user = -# Example: smtp_password = airflow -# smtp_password = -smtp_port = 25 -smtp_mail_from = airflow@example.com - -[sentry] - -# Sentry (https://docs.sentry.io) integration -sentry_dsn = - -[celery] - -# This section only applies if you are using the CeleryExecutor in -# ``[core]`` section above -# The app name that will be used by celery -celery_app_name = airflow.executors.celery_executor - -# The concurrency that will be used when starting workers with the -# ``airflow celery worker`` command. This defines the number of task instances that -# a worker will take, so size up your workers based on the resources on -# your worker box and the nature of your tasks -worker_concurrency = 32 - -# The maximum and minimum concurrency that will be used when starting workers with the -# ``airflow celery worker`` command (always keep minimum processes, but grow -# to maximum if necessary). Note the value should be max_concurrency,min_concurrency -# Pick these numbers based on resources on worker box and the nature of the task. -# If autoscale option is available, worker_concurrency will be ignored. -# http://docs.celeryproject.org/en/latest/reference/celery.bin.worker.html#cmdoption-celery-worker-autoscale -# Example: worker_autoscale = 16,12 -worker_autoscale = 32,12 - -# When you start an airflow worker, airflow starts a tiny web server -# subprocess to serve the workers local log files to the airflow main -# web server, who then builds pages and sends them to users. This defines -# the port on which the logs are served. It needs to be unused, and open -# visible from the main web server to connect into the workers. -worker_log_server_port = 8793 - -# The Celery broker URL. Celery supports RabbitMQ, Redis and experimentally -# a sqlalchemy database. Refer to the Celery documentation for more -# information. -# http://docs.celeryproject.org/en/latest/userguide/configuration.html#broker-settings -broker_url = redis://redis:6379/1 - -# The Celery result_backend. When a job finishes, it needs to update the -# metadata of the job. Therefore it will post a message on a message bus, -# or insert it into a database (depending of the backend) -# This status is used by the scheduler to update the state of the task -# The use of a database is highly recommended -# http://docs.celeryproject.org/en/latest/userguide/configuration.html#task-result-backend-settings -result_backend = db+postgresql://airflow:airflow@postgres/airflow - -# Celery Flower is a sweet UI for Celery. Airflow has a shortcut to start -# it ``airflow flower``. This defines the IP that Celery Flower runs on -flower_host = 0.0.0.0 - -# The root URL for Flower -# Example: flower_url_prefix = /flower -flower_url_prefix = - -# This defines the port that Celery Flower runs on -flower_port = 5555 - -# Securing Flower with Basic Authentication -# Accepts user:password pairs separated by a comma -# Example: flower_basic_auth = user1:password1,user2:password2 -flower_basic_auth = - -# Default queue that tasks get assigned to and that worker listen on. -default_queue = default - -# How many processes CeleryExecutor uses to sync task state. -# 0 means to use max(1, number of cores - 1) processes. -sync_parallelism = 0 - -# Import path for celery configuration options -celery_config_options = airflow.config_templates.default_celery.DEFAULT_CELERY_CONFIG - -# In case of using SSL -ssl_active = False -ssl_key = -ssl_cert = -ssl_cacert = - -# Celery Pool implementation. -# Choices include: prefork (default), eventlet, gevent or solo. -# See: -# https://docs.celeryproject.org/en/latest/userguide/workers.html#concurrency -# https://docs.celeryproject.org/en/latest/userguide/concurrency/eventlet.html -pool = prefork - -# The number of seconds to wait before timing out ``send_task_to_executor`` or -# ``fetch_celery_task_state`` operations. -operation_timeout = 2 - -[celery_broker_transport_options] - -# This section is for specifying options which can be passed to the -# underlying celery broker transport. See: -# http://docs.celeryproject.org/en/latest/userguide/configuration.html#std:setting-broker_transport_options -# The visibility timeout defines the number of seconds to wait for the worker -# to acknowledge the task before the message is redelivered to another worker. -# Make sure to increase the visibility timeout to match the time of the longest -# ETA you're planning to use. -# visibility_timeout is only supported for Redis and SQS celery brokers. -# See: -# http://docs.celeryproject.org/en/master/userguide/configuration.html#std:setting-broker_transport_options -# Example: visibility_timeout = 21600 -# visibility_timeout = - -[dask] - -# This section only applies if you are using the DaskExecutor in -# [core] section above -# The IP address and port of the Dask cluster's scheduler. -cluster_address = 127.0.0.1:8786 - -# TLS/ SSL settings to access a secured Dask scheduler. -tls_ca = -tls_cert = -tls_key = - -[scheduler] -# Task instances listen for external kill signal (when you clear tasks -# from the CLI or the UI), this defines the frequency at which they should -# listen (in seconds). -job_heartbeat_sec = 5 - -# The scheduler constantly tries to trigger new tasks (look at the -# scheduler section in the docs for more information). This defines -# how often the scheduler should run (in seconds). -scheduler_heartbeat_sec = 5 - -# After how much time should the scheduler terminate in seconds -# -1 indicates to run continuously (see also num_runs) -run_duration = -1 - -# The number of times to try to schedule each DAG file -# -1 indicates unlimited number -num_runs = -1 - -# The number of seconds to wait between consecutive DAG file processing -processor_poll_interval = 1 - -# after how much time (seconds) a new DAGs should be picked up from the filesystem -min_file_process_interval = 0 - -# How often (in seconds) to scan the DAGs directory for new files. Default to 5 minutes. -dag_dir_list_interval = 300 - -# How often should stats be printed to the logs. Setting to 0 will disable printing stats -print_stats_interval = 30 - -# If the last scheduler heartbeat happened more than scheduler_health_check_threshold -# ago (in seconds), scheduler is considered unhealthy. -# This is used by the health check in the "/health" endpoint -scheduler_health_check_threshold = 30 -child_process_log_directory = /opt/airflow/logs/scheduler - -# Local task jobs periodically heartbeat to the DB. If the job has -# not heartbeat in this many seconds, the scheduler will mark the -# associated task instance as failed and will re-schedule the task. -scheduler_zombie_task_threshold = 300 - -# Turn off scheduler catchup by setting this to False. -# Default behavior is unchanged and -# Command Line Backfills still work, but the scheduler -# will not do scheduler catchup if this is False, -# however it can be set on a per DAG basis in the -# DAG definition (catchup) -catchup_by_default = True - -# This changes the batch size of queries in the scheduling main loop. -# If this is too high, SQL query performance may be impacted by one -# or more of the following: -# - reversion to full table scan -# - complexity of query predicate -# - excessive locking -# Additionally, you may hit the maximum allowable query length for your db. -# Set this to 0 for no limit (not advised) -max_tis_per_query = 512 - -# Statsd (https://github.com/etsy/statsd) integration settings -statsd_on = False -statsd_host = localhost -statsd_port = 8125 -statsd_prefix = airflow - -# If you want to avoid send all the available metrics to StatsD, -# you can configure an allow list of prefixes to send only the metrics that -# start with the elements of the list (e.g: scheduler,executor,dagrun) -statsd_allow_list = - -# The scheduler can run multiple threads in parallel to schedule dags. -# This defines how many threads will run. -max_threads = 2 -authenticate = False - -# Turn off scheduler use of cron intervals by setting this to False. -# DAGs submitted manually in the web UI or with trigger_dag will still run. -use_job_schedule = True - -# Allow externally triggered DagRuns for Execution Dates in the future -# Only has effect if schedule_interval is set to None in DAG -allow_trigger_in_future = False - -[ldap] -# set this to ldaps://: -uri = -user_filter = objectClass=* -user_name_attr = uid -group_member_attr = memberOf -superuser_filter = -data_profiler_filter = -bind_user = cn=Manager,dc=example,dc=com -bind_password = insecure -basedn = dc=example,dc=com -cacert = /etc/ca/ldap_ca.crt -search_scope = LEVEL - -# This setting allows the use of LDAP servers that either return a -# broken schema, or do not return a schema. -ignore_malformed_schema = False - -[mesos] -# Mesos master address which MesosExecutor will connect to. -master = localhost:5050 - -# The framework name which Airflow scheduler will register itself as on mesos -framework_name = Airflow - -# Number of cpu cores required for running one task instance using -# 'airflow run --local -p ' -# command on a mesos slave -task_cpu = 1 - -# Memory in MB required for running one task instance using -# 'airflow run --local -p ' -# command on a mesos slave -task_memory = 256 - -# Enable framework checkpointing for mesos -# See http://mesos.apache.org/documentation/latest/slave-recovery/ -checkpoint = False - -# Failover timeout in milliseconds. -# When checkpointing is enabled and this option is set, Mesos waits -# until the configured timeout for -# the MesosExecutor framework to re-register after a failover. Mesos -# shuts down running tasks if the -# MesosExecutor framework fails to re-register within this timeframe. -# Example: failover_timeout = 604800 -# failover_timeout = - -# Enable framework authentication for mesos -# See http://mesos.apache.org/documentation/latest/configuration/ -authenticate = False - -# Mesos credentials, if authentication is enabled -# Example: default_principal = admin -# default_principal = -# Example: default_secret = admin -# default_secret = - -# Optional Docker Image to run on slave before running the command -# This image should be accessible from mesos slave i.e mesos slave -# should be able to pull this docker image before executing the command. -# Example: docker_image_slave = puckel/docker-airflow -# docker_image_slave = - -[kerberos] -ccache = /tmp/airflow_krb5_ccache - -# gets augmented with fqdn -principal = airflow -reinit_frequency = 3600 -kinit_path = kinit -keytab = airflow.keytab - -[github_enterprise] -api_rev = v3 - -[admin] -# UI to hide sensitive variable fields when set to True -hide_sensitive_variable_fields = True - -[elasticsearch] -# Elasticsearch host -host = - -# Format of the log_id, which is used to query for a given tasks logs -log_id_template = {{dag_id}}-{{task_id}}-{{execution_date}}-{{try_number}} - -# Used to mark the end of a log stream for a task -end_of_log_mark = end_of_log - -# Qualified URL for an elasticsearch frontend (like Kibana) with a template argument for log_id -# Code will construct log_id using the log_id template from the argument above. -# NOTE: The code will prefix the https:// automatically, don't include that here. -frontend = - -# Write the task logs to the stdout of the worker, rather than the default files -write_stdout = False - -# Instead of the default log formatter, write the log lines as JSON -json_format = False - -# Log fields to also attach to the json output, if enabled -json_fields = asctime, filename, lineno, levelname, message - -[elasticsearch_configs] -use_ssl = False -verify_certs = True - -[kubernetes] -# The repository, tag and imagePullPolicy of the Kubernetes Image for the Worker to Run -worker_container_repository = -worker_container_tag = -worker_container_image_pull_policy = IfNotPresent - -# If True (default), worker pods will be deleted upon termination -delete_worker_pods = True - -# Number of Kubernetes Worker Pod creation calls per scheduler loop -worker_pods_creation_batch_size = 1 - -# The Kubernetes namespace where airflow workers should be created. Defaults to ``default`` -namespace = default - -# The name of the Kubernetes ConfigMap containing the Airflow Configuration (this file) -# Example: airflow_configmap = airflow-configmap -airflow_configmap = - -# The name of the Kubernetes ConfigMap containing ``airflow_local_settings.py`` file. -# -# For example: -# -# ``airflow_local_settings_configmap = "airflow-configmap"`` if you have the following ConfigMap. -# -# ``airflow-configmap.yaml``: -# -# .. code-block:: yaml -# -# --- -# apiVersion: v1 -# kind: ConfigMap -# metadata: -# name: airflow-configmap -# data: -# airflow_local_settings.py: | -# def pod_mutation_hook(pod): -# ... -# airflow.cfg: | -# ... -# Example: airflow_local_settings_configmap = airflow-configmap -airflow_local_settings_configmap = - -# For docker image already contains DAGs, this is set to ``True``, and the worker will -# search for dags in dags_folder, -# otherwise use git sync or dags volume claim to mount DAGs -dags_in_image = False - -# For either git sync or volume mounted DAGs, the worker will look in this subpath for DAGs -dags_volume_subpath = - -# For DAGs mounted via a volume claim (mutually exclusive with git-sync and host path) -dags_volume_claim = - -# For volume mounted logs, the worker will look in this subpath for logs -logs_volume_subpath = - -# A shared volume claim for the logs -logs_volume_claim = - -# For DAGs mounted via a hostPath volume (mutually exclusive with volume claim and git-sync) -# Useful in local environment, discouraged in production -dags_volume_host = - -# A hostPath volume for the logs -# Useful in local environment, discouraged in production -logs_volume_host = - -# A list of configMapsRefs to envFrom. If more than one configMap is -# specified, provide a comma separated list: configmap_a,configmap_b -env_from_configmap_ref = - -# A list of secretRefs to envFrom. If more than one secret is -# specified, provide a comma separated list: secret_a,secret_b -env_from_secret_ref = - -# Git credentials and repository for DAGs mounted via Git (mutually exclusive with volume claim) -git_repo = -git_branch = -git_subpath = - -# The specific rev or hash the git_sync init container will checkout -# This becomes GIT_SYNC_REV environment variable in the git_sync init container for worker pods -git_sync_rev = - -# Use git_user and git_password for user authentication or git_ssh_key_secret_name -# and git_ssh_key_secret_key for SSH authentication -git_user = -git_password = -git_sync_root = /git -git_sync_dest = repo - -# Mount point of the volume if git-sync is being used. -# i.e. /opt/airflow/dags -git_dags_folder_mount_point = - -# To get Git-sync SSH authentication set up follow this format -# -# ``airflow-secrets.yaml``: -# -# .. code-block:: yaml -# -# --- -# apiVersion: v1 -# kind: Secret -# metadata: -# name: airflow-secrets -# data: -# # key needs to be gitSshKey -# gitSshKey: -# Example: git_ssh_key_secret_name = airflow-secrets -git_ssh_key_secret_name = - -# To get Git-sync SSH authentication set up follow this format -# -# ``airflow-configmap.yaml``: -# -# .. code-block:: yaml -# -# --- -# apiVersion: v1 -# kind: ConfigMap -# metadata: -# name: airflow-configmap -# data: -# known_hosts: | -# github.com ssh-rsa <...> -# airflow.cfg: | -# ... -# Example: git_ssh_known_hosts_configmap_name = airflow-configmap -git_ssh_known_hosts_configmap_name = - -# To give the git_sync init container credentials via a secret, create a secret -# with two fields: GIT_SYNC_USERNAME and GIT_SYNC_PASSWORD (example below) and -# add ``git_sync_credentials_secret = `` to your airflow config under the -# ``kubernetes`` section -# -# Secret Example: -# -# .. code-block:: yaml -# -# --- -# apiVersion: v1 -# kind: Secret -# metadata: -# name: git-credentials -# data: -# GIT_SYNC_USERNAME: -# GIT_SYNC_PASSWORD: -git_sync_credentials_secret = - -# For cloning DAGs from git repositories into volumes: https://github.com/kubernetes/git-sync -git_sync_container_repository = k8s.gcr.io/git-sync -git_sync_container_tag = v3.1.1 -git_sync_init_container_name = git-sync-clone -git_sync_run_as_user = 65533 - -# The name of the Kubernetes service account to be associated with airflow workers, if any. -# Service accounts are required for workers that require access to secrets or cluster resources. -# See the Kubernetes RBAC documentation for more: -# https://kubernetes.io/docs/admin/authorization/rbac/ -worker_service_account_name = - -# Any image pull secrets to be given to worker pods, If more than one secret is -# required, provide a comma separated list: secret_a,secret_b -image_pull_secrets = - -# GCP Service Account Keys to be provided to tasks run on Kubernetes Executors -# Should be supplied in the format: key-name-1:key-path-1,key-name-2:key-path-2 -gcp_service_account_keys = - -# Use the service account kubernetes gives to pods to connect to kubernetes cluster. -# It's intended for clients that expect to be running inside a pod running on kubernetes. -# It will raise an exception if called from a process not running in a kubernetes environment. -in_cluster = True - -# When running with in_cluster=False change the default cluster_context or config_file -# options to Kubernetes client. Leave blank these to use default behaviour like ``kubectl`` has. -# cluster_context = -# config_file = - -# Affinity configuration as a single line formatted JSON object. -# See the affinity model for top-level key names (e.g. ``nodeAffinity``, etc.): -# https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.12/#affinity-v1-core -affinity = - -# A list of toleration objects as a single line formatted JSON array -# See: -# https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.12/#toleration-v1-core -tolerations = - -# Keyword parameters to pass while calling a kubernetes client core_v1_api methods -# from Kubernetes Executor provided as a single line formatted JSON dictionary string. -# List of supported params are similar for all core_v1_apis, hence a single config -# variable for all apis. -# See: -# https://raw.githubusercontent.com/kubernetes-client/python/master/kubernetes/client/apis/core_v1_api.py -# Note that if no _request_timeout is specified, the kubernetes client will wait indefinitely -# for kubernetes api responses, which will cause the scheduler to hang. -# The timeout is specified as [connect timeout, read timeout] -kube_client_request_args = {{"_request_timeout" : [60,60] }} - -# Specifies the uid to run the first process of the worker pods containers as -run_as_user = - -# Specifies a gid to associate with all containers in the worker pods -# if using a git_ssh_key_secret_name use an fs_group -# that allows for the key to be read, e.g. 65533 -fs_group = - -[kubernetes_node_selectors] - -# The Key-value pairs to be given to worker pods. -# The worker pods will be scheduled to the nodes of the specified key-value pairs. -# Should be supplied in the format: key = value - -[kubernetes_annotations] - -# The Key-value annotations pairs to be given to worker pods. -# Should be supplied in the format: key = value - -[kubernetes_environment_variables] - -# The scheduler sets the following environment variables into your workers. You may define as -# many environment variables as needed and the kubernetes launcher will set them in the launched workers. -# Environment variables in this section are defined as follows -# `` = `` -# -# For example if you wanted to set an environment variable with value `prod` and key -# ``ENVIRONMENT`` you would follow the following format: -# ENVIRONMENT = prod -# -# Additionally you may override worker airflow settings with the ``AIRFLOW__
__`` -# formatting as supported by airflow normally. - -[kubernetes_secrets] - -# The scheduler mounts the following secrets into your workers as they are launched by the -# scheduler. You may define as many secrets as needed and the kubernetes launcher will parse the -# defined secrets and mount them as secret environment variables in the launched workers. -# Secrets in this section are defined as follows -# `` = =`` -# -# For example if you wanted to mount a kubernetes secret key named ``postgres_password`` from the -# kubernetes secret object ``airflow-secret`` as the environment variable ``POSTGRES_PASSWORD`` into -# your workers you would follow the following format: -# ``POSTGRES_PASSWORD = airflow-secret=postgres_credentials`` -# -# Additionally you may override worker airflow settings with the ``AIRFLOW__
__`` -# formatting as supported by airflow normally. - -[kubernetes_labels] - -# The Key-value pairs to be given to worker pods. -# The worker pods will be given these static labels, as well as some additional dynamic labels -# to identify the task. -# Should be supplied in the format: ``key = value`` \ No newline at end of file From 5166cde4bf5a4ec2a7d26ebdb98caa81f900ec86 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sun, 7 Jul 2024 16:36:43 +0800 Subject: [PATCH 72/94] docs(project): add more contributing steps --- docs/CONTRIBUTING.md | 52 +++++++++++++++++++++++++++++--------------- 1 file changed, 34 insertions(+), 18 deletions(-) diff --git a/docs/CONTRIBUTING.md b/docs/CONTRIBUTING.md index cb7db93..f43c1f9 100644 --- a/docs/CONTRIBUTING.md +++ b/docs/CONTRIBUTING.md @@ -1,26 +1,43 @@ -# Contirbuting Guide +# Contributing Guide -## How to contribute +## How to Contribute -1. Git clone this repo +1. Clone this repository: -`git clone https://github.com/pycontw/pycon-etl` +```bash +git clone https://github.com/pycontw/pycon-etl +``` + +2. Create a new branch: -2. Create a new branch +```bash +git checkout -b +``` -`git checkout -b ` +3. Make your changes. -3. Make your changes + > **NOTICE:** We are still using Airflow v1, so please read the official document [Apache Airflow v1.10.13 Documentation](https://airflow.apache.org/docs/apache-airflow/1.10.13/) to make sure your changes are compatible with our current version. -> NOTICE: We still using airflow v1, so please read the official document [Apache Airflow v1.10.13 Documentation](https://airflow.apache.org/docs/apache-airflow/1.10.13/) to make sure your changes are compatible with our current version. + If your task uses an external service, add the connection and variable in the Airflow UI. -If you task use the external service, add connection and variable in the airflow UI. +4. Test your changes in your local environment: -4. Push your branch + - Test that the DAG file is loaded successfully. + - Test that the task is running successfully. + - Ensure your code is formatted and linted correctly. + - Check whether the necessary dependencies are included in `requirements.txt`. -`git push origin ` +5. Push your branch: -5. Create a PR + ```bash + git push origin + ``` + +6. Create a Pull Request (PR). + +7. Wait for the review and merge. + +8. Write any necessary documentation. ## Release Management @@ -41,13 +58,12 @@ If you are using a new package, please update `requirements.txt` by running `mak ### Airflow DAG -* Please refer to [this article](https://medium.com/@davidtnfsh/%E5%A4%A7%E6%95%B0%E6%8D%AE%E4%B9%8B%E8%B7%AF-%E9%98%BF%E9%87%8C%E5%B7%B4%E5%B7%B4%E5%A4%A7%E6%95%B0%E6%8D%AE%E5%AE%9E%E8%B7%B5-%E8%AE%80%E6%9B%B8%E5%BF%83%E5%BE%97-54e795c2b8c) for naming guidline - * examples - 1. `ods/opening_crawler`: Crawlers written by @Rain. Those openings can be used for the recruitment board, which was implemented by @tai271828 and @stacy. - 2. `ods/survey_cake`: A manually triggered uploader that would upload questionnaires to bigquery. The uploader should be invoked after we receive the surveycake questionnaire. +- Please refer to [this article](https://medium.com/@davidtnfsh/%E5%A4%A7%E6%95%B0%E6%8D%AE%E4%B9%8B%E8%B7%AF-%E9%98%BF%E9%87%8C%E5%B7%B4%E5%B7%B4%E5%A4%A7%E6%95%B0%E6%8D%AE%E5%AE%9E%E8%B7%B5-%E8%AE%80%E6%9B%B8%E5%BF%83%E5%BE%97-54e795c2b8c) for naming guidline + + - examples 1. `ods/opening_crawler`: Crawlers written by @Rain. Those openings can be used for the recruitment board, which was implemented by @tai271828 and @stacy. 2. `ods/survey_cake`: A manually triggered uploader that would upload questionnaires to bigquery. The uploader should be invoked after we receive the surveycake questionnaire. -* table name convention: - ![img](https://miro.medium.com/max/1400/1*bppuEKMnL9gFnvoRHUO8CQ.png) +- table name convention: + ![img](https://miro.medium.com/max/1400/1*bppuEKMnL9gFnvoRHUO8CQ.png) ### Format From 04b124245d2dd3a0f436b1400131eef2935a1bd8 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sun, 7 Jul 2024 16:46:39 +0800 Subject: [PATCH 73/94] build(ci): restore docker image ci config change --- .github/workflows/dockerimage.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/dockerimage.yml b/.github/workflows/dockerimage.yml index 61adddd..a13855f 100644 --- a/.github/workflows/dockerimage.yml +++ b/.github/workflows/dockerimage.yml @@ -27,7 +27,7 @@ jobs: docker build -t ${RC_NAME}:test --cache-from ${RC_NAME}:cache -f Dockerfile.test . - name: Run test run: | - docker run -d --rm -p 8080:8080 --name airflow -v $(pwd)/dags:/opt/airflow/dags -v $(pwd)/fixtures:/opt/airflow/fixtures ${RC_NAME}:test webserver + docker run -d --rm -p 8080:8080 --name airflow -v $(pwd)/dags:/usr/local/airflow/dags -v $(pwd)/fixtures:/usr/local/airflow/fixtures ${RC_NAME}:test webserver sleep 10 - name: Push cache to Google Container Registry if: success() From eddf1bcc8f33555fe41b17ea182a275779bd220b Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sun, 7 Jul 2024 16:59:38 +0800 Subject: [PATCH 74/94] build(docker): restore and change test dockerfile --- Dockerfile.test | 35 +++++++++++++++++++++++++++++++++++ 1 file changed, 35 insertions(+) create mode 100644 Dockerfile.test diff --git a/Dockerfile.test b/Dockerfile.test new file mode 100644 index 0000000..852365c --- /dev/null +++ b/Dockerfile.test @@ -0,0 +1,35 @@ +ARG AIRFLOW_VERSION=1.10.13 +ARG PYTHON_VERSION=3.8 + +FROM apache/airflow:${AIRFLOW_VERSION}-python${PYTHON_VERSION} + +USER root + +RUN apt-key adv --keyserver keyserver.ubuntu.com --recv-keys 467B942D3A79BD29 \ + && apt-key adv --keyserver keyserver.ubuntu.com --recv-keys B7B3B788A8D3785C \ + && apt-get update \ + && apt-get install -y --no-install-recommends git \ + # 1. if you don't need postgres, remember to remove postgresql-dev and sqlalchemy + # 2. libglib2.0-0 libsm6 libxext6 libxrender-dev libgl1-mesa-dev are required by opencv + # 3. git is required by pip install git+https + && apt-get clean \ + && rm -rf /var/lib/apt/lists/* + +COPY entrypoint.sh /entrypoint.sh + +RUN chmod +x /entrypoint.sh + +USER airflow + +# on AIRFLOW_HOME: /opt/airflow + +COPY ./requirements.txt requirements.txt + +RUN pip install --upgrade pip \ + && pip install --no-cache-dir --no-deps -r requirements.txt + +COPY airflow.cfg airflow.cfg + +COPY dags dags + +ENTRYPOINT ["/entrypoint.sh"] From 7a5c76d6356c1790fcd7deba71988987c32694b3 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sun, 7 Jul 2024 20:34:05 +0800 Subject: [PATCH 75/94] fix(docker): create fernet key if not exists --- entrypoint.sh | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/entrypoint.sh b/entrypoint.sh index 14df2fd..b9cbf34 100644 --- a/entrypoint.sh +++ b/entrypoint.sh @@ -8,6 +8,15 @@ if [ -z "${AIRFLOW_HOME}" ]; then exit 1 fi +# Create Fernet key if not exists +if [ -z "${AIRFLOW__CORE__FERNET_KEY}" ]; then + echo "Fernet key not set. Generating a new one." + export AIRFLOW__CORE__FERNET_KEY=$(python -c 'from cryptography.fernet import Fernet; print(Fernet.generate_key().decode())') + echo "Fernet key generated and set." +else + echo "Fernet key exists." +fi + # Check if the database exists and initialize it if not if [ ! -f "${AIRFLOW_HOME}/airflow.db" ]; then airflow initdb From c563ae4b29a12bd3faa7ba44c01b73ba4fa96a63 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 20 Jul 2024 16:33:30 +0800 Subject: [PATCH 76/94] build(project): use pip and constraint file to manage deps --- Dockerfile | 13 +- Dockerfile.test | 13 +- Makefile | 3 - constraints-3.8.txt | 349 +++++++++++++++++++++++++++++++++++++++++ docker-compose-dev.yml | 2 +- requirements.txt | 157 +++--------------- 6 files changed, 385 insertions(+), 152 deletions(-) create mode 100644 constraints-3.8.txt diff --git a/Dockerfile b/Dockerfile index 852365c..547c6f4 100644 --- a/Dockerfile +++ b/Dockerfile @@ -21,15 +21,14 @@ RUN chmod +x /entrypoint.sh USER airflow -# on AIRFLOW_HOME: /opt/airflow +COPY ./requirements.txt ${AIRFLOW_HOME}/requirements.txt +COPY ./constraints-3.8.txt ${AIRFLOW_HOME}/constraints-3.8.txt -COPY ./requirements.txt requirements.txt +RUN pip install --no-cache-dir --upgrade pip \ + && pip install --no-cache-dir -r ${AIRFLOW_HOME}/requirements.txt --constraint constraints-3.8.txt -RUN pip install --upgrade pip \ - && pip install --no-cache-dir --no-deps -r requirements.txt +COPY airflow.cfg ${AIRFLOW_HOME}/airflow.cfg -COPY airflow.cfg airflow.cfg - -COPY dags dags +COPY --chown=airflow:root dags ${AIRFLOW_HOME}/dags ENTRYPOINT ["/entrypoint.sh"] diff --git a/Dockerfile.test b/Dockerfile.test index 852365c..baba071 100644 --- a/Dockerfile.test +++ b/Dockerfile.test @@ -21,15 +21,16 @@ RUN chmod +x /entrypoint.sh USER airflow -# on AIRFLOW_HOME: /opt/airflow +COPY ./requirements.txt ${AIRFLOW_HOME}/requirements.txt +COPY ./constraints-3.8.txt ${AIRFLOW_HOME}/constraints-3.8.txt -COPY ./requirements.txt requirements.txt +RUN pip install --no-cache-dir --upgrade pip \ + && pip install --no-cache-dir -r ${AIRFLOW_HOME}/requirements.txt --constraint constraints-3.8.txt -RUN pip install --upgrade pip \ - && pip install --no-cache-dir --no-deps -r requirements.txt +COPY airflow.cfg ${AIRFLOW_HOME}/airflow.cfg -COPY airflow.cfg airflow.cfg +COPY --chown=airflow:root dags ${AIRFLOW_HOME}/dags -COPY dags dags +ENV AIRFLOW_TEST_MODE=True ENTRYPOINT ["/entrypoint.sh"] diff --git a/Makefile b/Makefile index 98f0e6e..bf1ff6a 100644 --- a/Makefile +++ b/Makefile @@ -16,9 +16,6 @@ test: coverage: PYTHONPATH=./dags $(VENV_PREFIX) pytest --cov=dags tests -deps: - poetry export -f requirements.txt -o requirements.txt --without-hashes - build-dev: docker-compose -f ./docker-compose-dev.yml build diff --git a/constraints-3.8.txt b/constraints-3.8.txt new file mode 100644 index 0000000..af7c624 --- /dev/null +++ b/constraints-3.8.txt @@ -0,0 +1,349 @@ +# for apache-airflow==1.10.13 +Babel==2.9.0 +Flask-Admin==1.5.4 +Flask-AppBuilder==2.3.4 +Flask-Babel==1.0.0 +Flask-Bcrypt==0.7.1 +Flask-Caching==1.3.3 +Flask-JWT-Extended==3.25.0 +Flask-Login==0.4.1 +Flask-OpenID==1.2.5 +Flask-SQLAlchemy==2.4.4 +Flask-WTF==0.14.3 +Flask==1.1.2 +GitPython==3.1.11 +JPype1==0.7.1 +JayDeBeApi==1.2.3 +Jinja2==2.11.2 +Mako==1.1.3 +Markdown==2.6.11 +MarkupSafe==1.1.1 +PyHive==0.6.3 +PyJWT==1.7.1 +PyNaCl==1.4.0 +PySmbClient==0.1.5 +PyYAML==5.3.1 +Pygments==2.7.2 +SQLAlchemy-JSONField==0.9.0 +SQLAlchemy-Utils==0.36.8 +SQLAlchemy==1.3.20 +Sphinx==3.3.1 +Unidecode==1.1.1 +WTForms==2.3.3 +Werkzeug==0.16.1 +adal==1.2.5 +aiohttp==3.7.2 +alabaster==0.7.12 +alembic==1.4.3 +amqp==5.0.2 +analytics-python==1.2.9 +ansiwrap==0.8.4 +apipkg==1.5 +apispec==1.3.3 +appdirs==1.4.4 +argcomplete==1.12.1 +asn1crypto==1.4.0 +astroid==2.4.2 +async-generator==1.10 +async-timeout==3.0.1 +atlasclient==1.0.0 +attrs==20.3.0 +aws-sam-translator==1.29.0 +aws-xray-sdk==2.6.0 +azure-common==1.1.26 +azure-core==1.9.0 +azure-cosmos==3.2.0 +azure-datalake-store==0.0.51 +azure-identity==1.5.0 +azure-keyvault-certificates==4.2.1 +azure-keyvault-keys==4.3.0 +azure-keyvault-secrets==4.2.0 +azure-keyvault==4.1.0 +azure-mgmt-containerinstance==1.5.0 +azure-mgmt-core==1.2.2 +azure-mgmt-resource==15.0.0 +azure-nspkg==3.0.2 +azure-storage-blob==2.1.0 +azure-storage-common==2.1.0 +azure-storage==0.36.0 +backcall==0.2.0 +bcrypt==3.2.0 +beautifulsoup4==4.7.1 +billiard==3.6.3.0 +black==20.8b1 +blinker==1.4 +boto3==1.16.18 +boto==2.49.0 +botocore==1.19.18 +cached-property==1.5.2 +cachetools==4.1.1 +cassandra-driver==3.20.2 +cattrs==1.1.1 +celery==4.4.7 +certifi==2020.11.8 +cffi==1.14.3 +cfgv==3.2.0 +cfn-lint==0.40.0 +cgroupspy==0.1.6 +chardet==3.0.4 +click==6.7 +cloudant==0.5.10 +colorama==0.4.4 +colorlog==4.0.2 +configparser==3.5.3 +coverage==5.3 +croniter==0.3.36 +cryptography==3.2.1 +cx-Oracle==8.0.1 +datadog==0.39.0 +decorator==4.4.2 +defusedxml==0.6.0 +dill==0.3.3 +distlib==0.3.1 +dnspython==1.16.0 +docker-pycreds==0.4.0 +docker==3.7.3 +docopt==0.6.2 +docutils==0.16 +ecdsa==0.14.1 +elasticsearch-dsl==5.4.0 +elasticsearch==5.5.3 +email-validator==1.1.2 +entrypoints==0.3 +execnet==1.7.1 +fastavro==1.1.0 +filelock==3.0.12 +flake8-colors==0.1.6 +flake8==3.8.4 +flaky==3.7.0 +flask-swagger==0.2.14 +flower==0.9.5 +freezegun==1.0.0 +fsspec==0.8.4 +funcsigs==1.0.2 +future-fstrings==1.2.0 +future==0.18.2 +gcsfs==0.7.1 +gitdb==4.0.5 +google-api-core==1.23.0 +google-api-python-client==1.12.5 +google-auth-httplib2==0.0.4 +google-auth-oauthlib==0.4.2 +google-auth==1.23.0 +google-cloud-bigquery-storage==2.1.0 +google-cloud-bigquery==2.3.1 +google-cloud-bigtable==1.5.1 +google-cloud-container==1.0.1 +google-cloud-core==1.4.3 +google-cloud-dlp==1.0.0 +google-cloud-language==1.3.0 +google-cloud-secret-manager==1.0.0 +google-cloud-spanner==1.19.1 +google-cloud-speech==1.3.2 +google-cloud-storage==1.32.0 +google-cloud-texttospeech==1.0.1 +google-cloud-translate==1.7.0 +google-cloud-videointelligence==1.16.0 +google-cloud-vision==1.0.0 +google-crc32c==1.0.0 +google-resumable-media==1.1.0 +googleapis-common-protos==1.52.0 +graphviz==0.14.2 +grpc-google-iam-v1==0.12.3 +grpcio-gcp==0.2.2 +grpcio==1.33.2 +gunicorn==20.0.4 +hdfs==2.5.8 +hmsclient==0.1.1 +httplib2==0.18.1 +humanize==3.1.0 +hvac==0.10.5 +identify==1.5.9 +idna==2.10 +imagesize==1.2.0 +importlib-metadata==2.0.0 +inflection==0.5.1 +ipdb==0.13.4 +ipython-genutils==0.2.0 +ipython==7.19.0 +iso8601==0.1.13 +isodate==0.6.0 +itsdangerous==1.1.0 +jedi==0.17.2 +jira==2.0.0 +jmespath==0.10.0 +json-merge-patch==0.2 +jsondiff==1.1.2 +jsonpatch==1.26 +jsonpickle==1.4.1 +jsonpointer==2.0 +jsonschema==3.2.0 +junit-xml==1.9 +jupyter-client==6.1.7 +jupyter-core==4.6.3 +kombu==4.6.11 +kubernetes==11.0.0 +lazy-object-proxy==1.5.1 +ldap3==2.8.1 +libcst==0.3.13 +lockfile==0.12.2 +marshmallow-enum==1.5.1 +marshmallow-sqlalchemy==0.23.1 +marshmallow==2.21.0 +mccabe==0.6.1 +mock==4.0.2 +mongomock==3.21.0 +more-itertools==8.6.0 +moto==1.3.14 +msal-extensions==0.3.0 +msal==1.6.0 +msrest==0.6.19 +msrestazure==0.6.4 +multi-key-dict==2.0.3 +multidict==5.0.2 +mypy-extensions==0.4.3 +mypy==0.720 +mysqlclient==1.3.14 +natsort==7.0.1 +nbclient==0.5.1 +nbformat==5.0.8 +nest-asyncio==1.4.3 +networkx==2.5 +nodeenv==1.5.0 +nteract-scrapbook==0.4.1 +ntlm-auth==1.5.0 +numpy==1.19.4 +oauthlib==3.1.0 +oscrypto==1.2.1 +packaging==20.4 +pandas-gbq==0.14.1 +pandas==1.1.4 +papermill==2.2.2 +parameterized==0.7.4 +paramiko==2.7.2 +parso==0.7.1 +pathspec==0.8.1 +pbr==5.5.1 +pendulum==1.4.4 +pexpect==4.8.0 +pickleshare==0.7.5 +pinotdb==0.1.1 +pluggy==0.13.1 +portalocker==1.7.1 +pre-commit==2.8.2 +presto-python-client==0.7.0 +prison==0.1.3 +prometheus-client==0.8.0 +prompt-toolkit==3.0.8 +proto-plus==1.11.0 +protobuf==3.14.0 +psutil==5.7.3 +psycopg2-binary==2.8.6 +ptyprocess==0.6.0 +py==1.9.0 +pyOpenSSL==19.1.0 +pyarrow==0.17.1 +pyasn1-modules==0.2.8 +pyasn1==0.4.8 +pycodestyle==2.6.0 +pycparser==2.20 +pycryptodomex==3.9.9 +pydata-google-auth==1.1.0 +pydruid==0.5.8 +pyflakes==2.2.0 +pykerberos==1.2.1 +pymongo==3.10.1 +pyparsing==2.4.7 +pyrsistent==0.17.3 +pysftp==0.2.9 +pytest-cov==2.10.1 +pytest-forked==1.3.0 +pytest-instafail==0.4.2 +pytest-rerunfailures==9.1.1 +pytest-timeouts==1.2.1 +pytest-xdist==2.1.0 +pytest==5.4.3 +python-daemon==2.2.4 +python-dateutil==2.8.1 +python-editor==1.0.4 +python-http-client==3.3.1 +python-jenkins==1.7.0 +python-jose==3.2.0 +python-nvd3==0.15.0 +python-slugify==4.0.1 +python3-openid==3.2.0 +pytz==2020.4 +pytzdata==2020.1 +pywinrm==0.4.1 +pyzmq==20.0.0 +qds-sdk==1.16.1 +redis==3.5.3 +regex==2020.11.13 +requests-futures==0.9.4 +requests-kerberos==0.12.0 +requests-mock==1.8.0 +requests-ntlm==1.1.0 +requests-oauthlib==1.3.0 +requests-toolbelt==0.9.1 +requests==2.25.0 +responses==0.12.1 +rsa==4.6 +s3transfer==0.3.3 +sasl==0.2.1 +sendgrid==5.6.0 +sentinels==1.0.0 +sentry-sdk==0.18.0 +setproctitle==1.1.10 +six==1.15.0 +slackclient==1.3.2 +smmap==3.0.4 +snakebite-py3==3.0.5 +snowballstemmer==2.0.0 +snowflake-connector-python==2.3.5 +snowflake-sqlalchemy==1.2.4 +soupsieve==2.0.1 +sphinx-argparse==0.2.5 +sphinx-autoapi==1.0.0 +sphinx-copybutton==0.3.1 +sphinx-jinja==1.1.1 +sphinx-rtd-theme==0.5.0 +sphinxcontrib-applehelp==1.0.2 +sphinxcontrib-devhelp==1.0.2 +sphinxcontrib-dotnetdomain==0.4 +sphinxcontrib-golangdomain==0.2.0.dev0 +sphinxcontrib-htmlhelp==1.0.3 +sphinxcontrib-httpdomain==1.7.0 +sphinxcontrib-jsmath==1.0.1 +sphinxcontrib-qthelp==1.0.3 +sphinxcontrib-serializinghtml==1.1.4 +sshpubkeys==3.1.0 +sshtunnel==0.1.5 +tabulate==0.8.7 +tenacity==4.12.0 +text-unidecode==1.3 +textwrap3==0.9.2 +thrift-sasl==0.4.2 +thrift==0.13.0 +toml==0.10.2 +tornado==5.1.1 +tqdm==4.51.0 +traitlets==5.0.5 +typed-ast==1.4.1 +typing-extensions==3.7.4.3 +typing-inspect==0.6.0 +tzlocal==1.5.1 +unicodecsv==0.14.1 +uritemplate==3.0.1 +urllib3==1.26.2 +vertica-python==1.0.0 +vine==1.3.0 +virtualenv==20.1.0 +wcwidth==0.2.5 +websocket-client==0.57.0 +wrapt==1.12.1 +xmltodict==0.12.0 +yamllint==1.25.0 +yarl==1.6.3 +zdesk==2.7.1 +zipp==3.4.0 +zope.deprecation==4.4.0 diff --git a/docker-compose-dev.yml b/docker-compose-dev.yml index 278c4b1..f95087a 100644 --- a/docker-compose-dev.yml +++ b/docker-compose-dev.yml @@ -5,7 +5,7 @@ x-docker-common: &docker-common image: pycon_etl build: context: . - dockerfile: Dockerfile + dockerfile: Dockerfile.test volumes: - ./service-account.json:/opt/airflow/service-account.json - airflow-db-volume:/opt/airflow/ diff --git a/requirements.txt b/requirements.txt index 6c315b5..c11f802 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,135 +1,22 @@ -adal==1.2.7 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -alembic==1.13.1 ; python_version >= "3.8" and python_full_version < "4.0.0" -apache-airflow==1.10.13 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -apispec[yaml]==1.3.3 ; python_full_version >= "3.8.0" and python_version < "4.0" -argcomplete==1.12.3 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -attrs==20.3.0 ; python_full_version >= "3.8.0" and python_version < "4.0" -azure-common==1.1.28 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -azure-core==1.30.2 ; python_version >= "3.8" and python_full_version < "4.0.0" -azure-datalake-store==0.0.53 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -azure-mgmt-datalake-nspkg==3.0.1 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -azure-mgmt-datalake-store==0.5.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -azure-mgmt-nspkg==3.0.2 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -azure-nspkg==3.0.2 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -babel==2.15.0 ; python_version >= "3.8" and python_version < "4.0" -cached-property==1.5.2 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -cachelib==0.13.0 ; python_version >= "3.8" and python_full_version < "4.0.0" -cachetools==5.3.3 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -cattrs==1.10.0 ; python_full_version >= "3.8.0" and python_version < "4.0" -certifi==2024.2.2 ; python_version >= "3.8" and python_full_version < "4.0.0" -cffi==1.16.0 ; python_version >= "3.8" and python_full_version < "4.0.0" -charset-normalizer==3.3.2 ; python_version >= "3.8" and python_full_version < "4.0.0" -click==7.1.2 ; python_full_version >= "3.8.0" and python_version < "4.0" -colorama==0.4.6 ; python_full_version >= "3.8.0" and python_version < "4.0" -colorlog==4.0.2 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -configparser==3.5.3 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -croniter==0.3.37 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -cryptography==42.0.8 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -defusedxml==0.7.1 ; python_full_version >= "3.8.0" and python_version < "4.0" -dill==0.3.8 ; python_version >= "3.8" and python_full_version < "4.0.0" -dnspython==2.6.1 ; python_version >= "3.8" and python_full_version < "4.0.0" -docutils==0.20.1 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -email-validator==2.1.1 ; python_version >= "3.8" and python_full_version < "4.0.0" -flask-admin==1.5.4 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -flask-appbuilder==2.3.0 ; python_full_version >= "3.8.0" and python_version < "4.0" -flask-babel==1.0.0 ; python_full_version >= "3.8.0" and python_version < "4.0" -flask-caching==1.3.3 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -flask-jwt-extended==3.25.1 ; python_full_version >= "3.8.0" and python_version < "4" -flask-login==0.4.1 ; python_full_version >= "3.8.0" and python_version < "4.0" -flask-oauthlib==0.9.6 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -flask-openid==1.3.0 ; python_full_version >= "3.8.0" and python_version < "4.0" -flask-sqlalchemy==2.4.4 ; python_full_version >= "3.8.0" and python_version < "4.0" -flask-swagger==0.2.14 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -flask-wtf==0.14.3 ; python_full_version >= "3.8.0" and python_version < "4.0" -flask==1.1.4 ; python_full_version >= "3.8.0" and python_version < "4.0" -funcsigs==1.0.2 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -future==0.18.3 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -google-api-core==2.19.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -google-api-core[grpc]==2.19.0 ; python_full_version >= "3.8.0" and python_version < "3.10" -google-api-python-client==2.129.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -google-auth-httplib2==0.2.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -google-auth-oauthlib==1.2.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -google-auth==2.29.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -google-cloud-bigquery==2.34.3 ; python_full_version >= "3.8.0" and python_version < "3.10" -google-cloud-core==2.4.1 ; python_full_version >= "3.8.0" and python_version < "3.10" -google-crc32c==1.5.0 ; python_full_version >= "3.8.0" and python_version < "3.10" -google-resumable-media==2.7.0 ; python_full_version >= "3.8.0" and python_version < "3.10" -googleapis-common-protos==1.63.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -graphviz==0.20.3 ; python_version >= "3.8" and python_full_version < "4.0.0" -grpcio-status==1.62.2 ; python_version < "3.10" and python_full_version >= "3.8.0" -grpcio==1.63.0 ; python_version >= "3.8" and python_version < "3.10" -gunicorn==20.1.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -httplib2==0.22.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -idna==3.7 ; python_version >= "3.8" and python_full_version < "4.0.0" -importlib-metadata==7.1.0 ; python_version >= "3.8" and python_version < "3.9" -importlib-resources==6.4.0 ; python_version >= "3.8" and python_version < "3.9" -iso8601==2.1.0 ; python_full_version >= "3.8.0" and python_version < "4.0" -isodate==0.6.1 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -itsdangerous==1.1.0 ; python_full_version >= "3.8.0" and python_version < "4.0" -jinja2==2.11.3 ; python_full_version >= "3.8.0" and python_version < "4.0" -json-merge-patch==0.2 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -jsonschema==3.2.0 ; python_full_version >= "3.8.0" and python_version < "4.0" -lazy-object-proxy==1.10.0 ; python_version >= "3.8" and python_full_version < "4.0.0" -lockfile==0.12.2 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -mako==1.3.3 ; python_version >= "3.8" and python_full_version < "4.0.0" -markdown==2.6.11 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -markupsafe==2.0.1 ; python_version >= "3.8" and python_version < "4.0" -marshmallow-enum==1.5.1 ; python_full_version >= "3.8.0" and python_version < "4.0" -marshmallow-sqlalchemy==0.23.1 ; python_full_version >= "3.8.0" and python_version < "4.0" -marshmallow==2.21.0 ; python_full_version >= "3.8.0" and python_version < "4.0" -msal==1.29.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -msrest==0.7.1 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -msrestazure==0.6.4.post1 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -natsort==8.4.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -numpy==1.24.4 ; python_version >= "3.8" and python_full_version < "4.0.0" -oauthlib==2.1.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -packaging==24.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -pandas==1.5.3 ; python_version >= "3.8" and python_full_version < "4.0.0" -pendulum==1.4.4 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -prison==0.2.1 ; python_full_version >= "3.8.0" and python_version < "4.0" -proto-plus==1.23.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -protobuf==4.25.3 ; python_version >= "3.8" and python_full_version < "4.0.0" -psutil==5.9.8 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -pyarrow==5.0.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -pyasn1-modules==0.4.0 ; python_version >= "3.8" and python_full_version < "4.0.0" -pyasn1==0.6.0 ; python_version >= "3.8" and python_version < "4" -pycparser==2.22 ; python_version >= "3.8" and python_full_version < "4.0.0" -pydantic==1.10.15 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -pygments==2.18.0 ; python_version >= "3.8" and python_full_version < "4.0.0" -pygsheets==2.0.6 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -pyjwt==1.7.1 ; python_full_version >= "3.8.0" and python_version < "4.0" -pyjwt[crypto]==1.7.1 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -pyparsing==3.1.2 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -pyrsistent==0.20.0 ; python_version >= "3.8" and python_version < "4.0" -python-daemon==3.0.1 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -python-dateutil==2.9.0.post0 ; python_version >= "3.8" and python_version < "4.0" -python-nvd3==0.15.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -python-slugify==4.0.1 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -python3-openid==3.2.0 ; python_full_version >= "3.8.0" and python_version < "4.0" -pytz==2024.1 ; python_version >= "3.8" and python_version < "4.0" -pytzdata==2020.1 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -pyyaml==6.0.1 ; python_full_version >= "3.8.0" and python_version < "4.0" -requests-oauthlib==1.1.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -requests==2.31.0 ; python_version >= "3.8" and python_full_version < "4.0.0" -rsa==4.9 ; python_full_version >= "3.8.0" and python_version < "4" -searchconsole==0.0.4 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -setproctitle==1.3.3 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -setuptools==69.5.1 ; python_version >= "3.8" and python_version < "4.0" -six==1.16.0 ; python_version >= "3.8" and python_version < "4" -sqlalchemy-jsonfield==0.9.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -sqlalchemy-utils==0.41.2 ; python_full_version >= "3.8.0" and python_version < "4.0" -sqlalchemy==1.3.23 ; python_version >= "3.8" and python_version < "4.0" -strenum==0.4.15 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -tabulate==0.8.10 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -tenacity==4.12.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -text-unidecode==1.3 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -thrift==0.20.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -typing-extensions==4.11.0 ; python_version >= "3.8" and python_full_version < "4.0.0" -tzlocal==1.5.1 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -unicodecsv==0.14.1 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -uritemplate==4.1.1 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" -urllib3==2.2.1 ; python_version >= "3.8" and python_full_version < "4.0.0" -werkzeug==0.16.1 ; python_full_version >= "3.8.0" and python_version < "4.0" -wtforms==2.3.3 ; python_full_version >= "3.8.0" and python_version < "4.0" -zipp==3.18.1 ; python_version >= "3.8" and python_version < "3.9" -zope-deprecation==4.4.0 ; python_full_version >= "3.8.0" and python_full_version < "4.0.0" +# Please use pip to manage airflow dependencies. +apache-airflow==1.10.13 + +# Editable install with no version specified. +google-cloud-bigquery +pandas +pyarrow +pydantic<2 +pygsheets +requests +searchconsole +StrEnum + +# Dev dependencies +bandit +black +flake8 +isort +mypy +pytest +pytest-cov +safety From b283f6655741cba630e2f61bb98a0ab10c8de59d Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 20 Jul 2024 16:46:45 +0800 Subject: [PATCH 77/94] fix(docker): not upgrade pip --- Dockerfile | 3 +-- Dockerfile.test | 3 +-- 2 files changed, 2 insertions(+), 4 deletions(-) diff --git a/Dockerfile b/Dockerfile index 547c6f4..9fbfeeb 100644 --- a/Dockerfile +++ b/Dockerfile @@ -24,8 +24,7 @@ USER airflow COPY ./requirements.txt ${AIRFLOW_HOME}/requirements.txt COPY ./constraints-3.8.txt ${AIRFLOW_HOME}/constraints-3.8.txt -RUN pip install --no-cache-dir --upgrade pip \ - && pip install --no-cache-dir -r ${AIRFLOW_HOME}/requirements.txt --constraint constraints-3.8.txt +RUN pip install --no-cache-dir -r ${AIRFLOW_HOME}/requirements.txt --constraint constraints-3.8.txt COPY airflow.cfg ${AIRFLOW_HOME}/airflow.cfg diff --git a/Dockerfile.test b/Dockerfile.test index baba071..11436f1 100644 --- a/Dockerfile.test +++ b/Dockerfile.test @@ -24,8 +24,7 @@ USER airflow COPY ./requirements.txt ${AIRFLOW_HOME}/requirements.txt COPY ./constraints-3.8.txt ${AIRFLOW_HOME}/constraints-3.8.txt -RUN pip install --no-cache-dir --upgrade pip \ - && pip install --no-cache-dir -r ${AIRFLOW_HOME}/requirements.txt --constraint constraints-3.8.txt +RUN pip install --no-cache-dir -r ${AIRFLOW_HOME}/requirements.txt --constraint constraints-3.8.txt COPY airflow.cfg ${AIRFLOW_HOME}/airflow.cfg From 309058fb7c92333f5130162fffaf0f97b926bd19 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 20 Jul 2024 17:15:28 +0800 Subject: [PATCH 78/94] docs(project): update README --- README.md | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/README.md b/README.md index 80bf013..c289cdf 100644 --- a/README.md +++ b/README.md @@ -13,23 +13,27 @@ Using Airflow to implement our ETL pipelines - [BigQuery (Optional)](#bigquery-optional) - [Run](#run) - [Local environment with Docker](#local-environment-with-docker) - - [Local environment with Docker (Windows)](#local-environment-with-docker-windows) - [Production](#production) - [Contact](#contact) ## Prerequisites -* [Python 3.8+](https://www.python.org/downloads/release/python-3811/) -* [Poetry](https://python-poetry.org/docs/#installation) -* [Docker](https://docs.docker.com/get-docker/) -* [Git](https://git-scm.com/book/zh-tw/v2/%E9%96%8B%E5%A7%8B-Git-%E5%AE%89%E8%A3%9D%E6%95%99%E5%AD%B8) +- [Python 3.8+](https://www.python.org/downloads/release/python-3811/) +- [Docker](https://docs.docker.com/get-docker/) +- [Git](https://git-scm.com/book/zh-tw/v2/%E9%96%8B%E5%A7%8B-Git-%E5%AE%89%E8%A3%9D%E6%95%99%E5%AD%B8) +- [Poetry](https://python-poetry.org/docs/#installation) (Optional, only for creating virtual environment when developing) ## Install Install local environment for development: ```bash +# use poetry to create a virtual environment poetry install + +# or use pip install on user existed python environment +# if your got any airflow error, check constraints-3.8.txt and re-install airflow dependencies +pip install -r requirements.txt ``` ## Configuration @@ -73,10 +77,6 @@ make down-dev > Difference between production and dev/test compose files is dev/test compose file use local build image, and production compose file use the image from docker hub. -### Local environment with Docker (Windows) - -Same as above, bit do not use Windows Powershell; please use Command Prompt instead. - ### Production Please check [Production Deployment Guide](./docs/DEPLOYMENT.md). From a161d16d8502a5f1a215baeac14c4e306426718c Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 20 Jul 2024 17:24:20 +0800 Subject: [PATCH 79/94] fix(docker): add env variable check on entry script --- entrypoint.sh | 14 +++++++++++--- 1 file changed, 11 insertions(+), 3 deletions(-) diff --git a/entrypoint.sh b/entrypoint.sh index b9cbf34..623fc39 100644 --- a/entrypoint.sh +++ b/entrypoint.sh @@ -10,9 +10,11 @@ fi # Create Fernet key if not exists if [ -z "${AIRFLOW__CORE__FERNET_KEY}" ]; then - echo "Fernet key not set. Generating a new one." - export AIRFLOW__CORE__FERNET_KEY=$(python -c 'from cryptography.fernet import Fernet; print(Fernet.generate_key().decode())') - echo "Fernet key generated and set." + echo "Fernet key not set" + echo "Please use the following command to generate" + echo "And set the key to AIRFLOW__CORE__FERNET_KEY environment variable" + echo ">> python -c 'from cryptography.fernet import Fernet; print(Fernet.generate_key().decode())'" + exit 1 else echo "Fernet key exists." fi @@ -25,6 +27,12 @@ else echo 'Database existed' fi +# Check if the GCP service account is provided +if [ -z "${GOOGLE_APPLICATION_CREDENTIALS}" ]; then + echo "No GCP service account provided, set to default path" + export GOOGLE_APPLICATION_CREDENTIALS="${AIRFLOW_HOME}/service-account.json" +fi + # Check if the command is provided if [ -z "$1" ]; then echo "No command provided. Usage: $0 {airflow_command}" From 5f58673bad5b6555ac0d6503f89ba6649b428c64 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 20 Jul 2024 17:37:56 +0800 Subject: [PATCH 80/94] fix(ods): questionnaire test error --- README.md | 3 +++ dags/ods/survey_cake/dags/questionnaire_2_bigquery.py | 5 ++++- 2 files changed, 7 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index c289cdf..bba8024 100644 --- a/README.md +++ b/README.md @@ -68,6 +68,9 @@ dev/test environment: # build the dev/test local image make build-dev +# first time setup, create airflow db volume +docker volume create --name=airflow-db-volume + # start dev/test services make deploy-dev diff --git a/dags/ods/survey_cake/dags/questionnaire_2_bigquery.py b/dags/ods/survey_cake/dags/questionnaire_2_bigquery.py index e6c3528..76556a2 100644 --- a/dags/ods/survey_cake/dags/questionnaire_2_bigquery.py +++ b/dags/ods/survey_cake/dags/questionnaire_2_bigquery.py @@ -10,6 +10,8 @@ from airflow.operators.python_operator import PythonOperator from ods.survey_cake.udfs.survey_cake_csv_uploader import SurveyCakeCSVUploader +AIRFLOW_HOME = os.getenv("AIRFLOW_HOME") + DEFAULT_ARGS = { "owner": "davidtnfsh", "depends_on_past": False, @@ -27,7 +29,8 @@ ) with dag: if bool(os.getenv("AIRFLOW_TEST_MODE")): - FILENAMES: Dict[str, Dict] = {"fixtures/data_questionnaire.csv": {}} + filepath = Path(AIRFLOW_HOME) / "dags/fixtures/data_questionnaire.csv" + FILENAMES: Dict[str, Dict] = {str(filepath): {}} else: FILENAMES = { "data_questionnaire.csv": { From fc166270271980e7990e6d2f3356b0983760c359 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 20 Jul 2024 20:51:54 +0800 Subject: [PATCH 81/94] docs(project): misc --- README.md | 58 +++++++++++++++++++++---------------------- docs/CONTRIBUTING.md | 59 ++++++++++++++++++++++---------------------- docs/DEPLOYMENT.md | 24 ++++++------------ docs/MAINTENANCE.md | 27 +++++++++++++------- 4 files changed, 84 insertions(+), 84 deletions(-) diff --git a/README.md b/README.md index bba8024..85553c4 100644 --- a/README.md +++ b/README.md @@ -3,16 +3,16 @@ ![Python CI](https://github.com/pycontw/PyCon-ETL/workflows/Python%20CI/badge.svg) ![Docker Image CI](https://github.com/pycontw/PyCon-ETL/workflows/Docker%20Image%20CI/badge.svg) -Using Airflow to implement our ETL pipelines +Using Airflow to implement our ETL pipelines. ## Table of Contents - [Prerequisites](#prerequisites) -- [Install](#install) +- [Installation](#installation) - [Configuration](#configuration) - [BigQuery (Optional)](#bigquery-optional) -- [Run](#run) - - [Local environment with Docker](#local-environment-with-docker) +- [Running the Project](#running-the-project) + - [Local Environment with Docker](#local-environment-with-docker) - [Production](#production) - [Contact](#contact) @@ -21,69 +21,69 @@ Using Airflow to implement our ETL pipelines - [Python 3.8+](https://www.python.org/downloads/release/python-3811/) - [Docker](https://docs.docker.com/get-docker/) - [Git](https://git-scm.com/book/zh-tw/v2/%E9%96%8B%E5%A7%8B-Git-%E5%AE%89%E8%A3%9D%E6%95%99%E5%AD%B8) -- [Poetry](https://python-poetry.org/docs/#installation) (Optional, only for creating virtual environment when developing) +- [Poetry](https://python-poetry.org/docs/#installation) (Optional, only for creating virtual environments during development) -## Install +## Installation -Install local environment for development: +Install the local environment for development: ```bash -# use poetry to create a virtual environment +# Use poetry to create a virtual environment poetry install -# or use pip install on user existed python environment -# if your got any airflow error, check constraints-3.8.txt and re-install airflow dependencies +# Or use pip to install in your existing Python environment +# If you encounter any Airflow errors, check constraints-3.8.txt and reinstall Airflow dependencies pip install -r requirements.txt ``` ## Configuration -1. `cp .env.template .env.staging` for dev/test. `cp .env.template .env.production` instead if you are going to start a production instance. +1. For development or testing, run `cp .env.template .env.staging`. For production, run `cp .env.template .env.production`. 2. Follow the instructions in `.env.` and fill in your secrets. - If you are running the staging instance for development as a sandbox and not going to access any specific third-party service, leave the `.env.staging` as-is should be fine. + If you are running the staging instance for development as a sandbox and do not need to access any specific third-party services, leaving `.env.staging` as-is should be fine. -> Find the maintainer if you don't have those secrets. +> Contact the maintainer if you don't have these secrets. > **⚠ WARNING: About .env** -> Please don't use the .env for local development, or it might screw up the production tables. +> Please do not use the .env file for local development, as it might affect the production tables. ### BigQuery (Optional) -Setup the Authentication of GCP: - *After invoking `gcloud auth application-default login`, you'll get a credentials.json resides in `$HOME/.config/gcloud/application_default_credentials.json`. Invoke `export GOOGLE_APPLICATION_CREDENTIALS="/path/to/keyfile.json"` if you have it. - * service-account.json: Please contact @david30907d using email, telegram, or discord. No worry about this json if you are running the sandbox staging instance for development. +Set up the Authentication for GCP: + * After running `gcloud auth application-default login`, you will get a credentials.json file located at `$HOME/.config/gcloud/application_default_credentials.json`. Run `export GOOGLE_APPLICATION_CREDENTIALS="/path/to/keyfile.json"` if you have it. + * service-account.json: Please contact @david30907d via email, Telegram, or Discord. You do not need this json file if you are running the sandbox staging instance for development. -## Run +## Running the Project -If you are a developer 👨‍💻, please check [Contributing Guide](./docs/CONTRIBUTING.md). +If you are a developer 👨‍💻, please check the [Contributing Guide](./docs/CONTRIBUTING.md). -If you are a mantainer 👨‍🔧, please check [Maintenance Guide](./docs/MAINTENANCE.md). +If you are a maintainer 👨‍🔧, please check the [Maintenance Guide](./docs/MAINTENANCE.md). -### Local environment with Docker +### Local Environment with Docker -dev/test environment: +For development/testing: ```bash -# build the dev/test local image +# Build the local dev/test image make build-dev -# first time setup, create airflow db volume +# Create the Airflow DB volume during the first setup docker volume create --name=airflow-db-volume -# start dev/test services +# Start dev/test services make deploy-dev -# stop dev/test services +# Stop dev/test services make down-dev ``` -> Difference between production and dev/test compose files is dev/test compose file use local build image, and production compose file use the image from docker hub. +> The difference between production and dev/test compose files is that the dev/test compose file uses a locally built image, while the production compose file uses the image from Docker Hub. ### Production -Please check [Production Deployment Guide](./docs/DEPLOYMENT.md). +Please check the [Production Deployment Guide](./docs/DEPLOYMENT.md). ## Contact -[PyCon TW Volunteer Data Team - Discord](https://discord.com/channels/752904426057892052/900721883383758879) +[PyCon TW Volunteer Data Team - Discord](https://discord.com/channels/752904426057892052/900721883383758879) \ No newline at end of file diff --git a/docs/CONTRIBUTING.md b/docs/CONTRIBUTING.md index f43c1f9..6f801c6 100644 --- a/docs/CONTRIBUTING.md +++ b/docs/CONTRIBUTING.md @@ -1,37 +1,37 @@ # Contributing Guide -## How to Contribute +## How to Contribute to this Project 1. Clone this repository: -```bash -git clone https://github.com/pycontw/pycon-etl -``` + ```bash + git clone https://github.com/pycontw/pycon-etl + ``` 2. Create a new branch: -```bash -git checkout -b -``` + ```bash + git checkout -b + ``` 3. Make your changes. - > **NOTICE:** We are still using Airflow v1, so please read the official document [Apache Airflow v1.10.13 Documentation](https://airflow.apache.org/docs/apache-airflow/1.10.13/) to make sure your changes are compatible with our current version. + > **NOTICE:** We are still using Airflow v1, so please read the official document [Apache Airflow v1.10.13 Documentation](https://airflow.apache.org/docs/apache-airflow/1.10.13/) to ensure your changes are compatible with our current version. - If your task uses an external service, add the connection and variable in the Airflow UI. + If your task uses an external service, add the connection and variable in the Airflow UI. 4. Test your changes in your local environment: - - Test that the DAG file is loaded successfully. - - Test that the task is running successfully. - - Ensure your code is formatted and linted correctly. - - Check whether the necessary dependencies are included in `requirements.txt`. + - Ensure the DAG file is loaded successfully. + - Verify that the task runs successfully. + - Confirm that your code is correctly formatted and linted. + - Check that all necessary dependencies are included in `requirements.txt`. 5. Push your branch: - ```bash - git push origin - ``` + ```bash + git push origin + ``` 6. Create a Pull Request (PR). @@ -41,38 +41,39 @@ git checkout -b ## Release Management -Please use [GitLab Flow](https://about.gitlab.com/topics/version-control/what-is-gitlab-flow/), otherwise, you cannot pass docker hub CI +Please use [GitLab Flow](https://about.gitlab.com/topics/version-control/what-is-gitlab-flow/); otherwise, you cannot pass Docker Hub CI. ## Dependency Management -Please use poetry to manage dependencies +Airflow dependencies are managed by `requirements.txt` and `constraints-3.8.txt` via `pip`. It is not recommended to use `poetry` or other tools. -```bash -poetry add -poetry remove -``` +`constraints-3.8.txt` is used to pin the version of the Airflow dependencies, and `requirements.txt` is used to install user-defined dependencies. -If you are using a new package, please update `requirements.txt` by running `make deps`. +Please add or update dependencies in `requirements.txt`. Do not modify `constraints-3.8.txt` unless Airflow is updated. + +For more information, refer to the [Airflow Installation Documentation](https://airflow.apache.org/docs/apache-airflow/1.10.13/installation.html). ## Code Convention ### Airflow DAG -- Please refer to [this article](https://medium.com/@davidtnfsh/%E5%A4%A7%E6%95%B0%E6%8D%AE%E4%B9%8B%E8%B7%AF-%E9%98%BF%E9%87%8C%E5%B7%B4%E5%B7%B4%E5%A4%A7%E6%95%B0%E6%8D%AE%E5%AE%9E%E8%B7%B5-%E8%AE%80%E6%9B%B8%E5%BF%83%E5%BE%97-54e795c2b8c) for naming guidline +- Please refer to [this article](https://medium.com/@davidtnfsh/%E5%A4%A7%E6%95%B0%E6%8D%AE%E4%B9%8B%E8%B7%AF-%E9%98%BF%E9%87%8C%E5%B7%B4%E5%B7%B4%E5%A4%A7%E6%95%B0%E6%8D%AE%E5%AE%9E%E8%B7%B5-%E8%AE%80%E6%9B%B8%E5%BF%83%E5%BE%97-54e795c2b8c) for naming guidelines. - - examples 1. `ods/opening_crawler`: Crawlers written by @Rain. Those openings can be used for the recruitment board, which was implemented by @tai271828 and @stacy. 2. `ods/survey_cake`: A manually triggered uploader that would upload questionnaires to bigquery. The uploader should be invoked after we receive the surveycake questionnaire. + - Examples: + 1. `ods/opening_crawler`: Crawlers written by @Rain. These openings can be used for the recruitment board, which was implemented by @tai271828 and @stacy. + 2. `ods/survey_cake`: A manually triggered uploader that uploads questionnaires to BigQuery. The uploader should be invoked after we receive the SurveyCake questionnaire. -- table name convention: +- Table name convention: ![img](https://miro.medium.com/max/1400/1*bppuEKMnL9gFnvoRHUO8CQ.png) ### Format -Please use `make format` to format your code before commit, otherwise, the CI will fail. +Please use `make format` to format your code before committing, otherwise, the CI will fail. ### Commit Message -Recommended to use [Commitizen](https://commitizen-tools.github.io/commitizen/). +It is recommended to use [Commitizen](https://commitizen-tools.github.io/commitizen/). ### CI/CD -Please check [.github/workflows](.github/workflows) for details. +Please check the [.github/workflows](.github/workflows) directory for details. diff --git a/docs/DEPLOYMENT.md b/docs/DEPLOYMENT.md index a587f82..e370982 100644 --- a/docs/DEPLOYMENT.md +++ b/docs/DEPLOYMENT.md @@ -1,31 +1,21 @@ # Deployment Guide 1. Login to the data team's server: - 1. `gcloud compute ssh --zone "asia-east1-b" "data-team" --project "pycontw-225217"` - 2. service: + 1. Run: `gcloud compute ssh --zone "asia-east1-b" "data-team" --project "pycontw-225217"` + 2. Services: * ETL: `/home/zhangtaiwei/pycon-etl` - * btw, metabase is located here: `/mnt/disks/data-team-additional-disk/pycontw-infra-scripts/data_team/metabase_server` + * Metabase is located here: `/mnt/disks/data-team-additional-disk/pycontw-infra-scripts/data_team/metabase_server` 2. Pull the latest codebase to this server: `sudo git pull` -3. Add Credentials (only need to do once): - * Airflow: - * Connections: - * kktix_api: `conn_id=kktix_api`, `host` and `extra(header)` are confidential since its KKTIX's private endpoint. Please DM @GTB or data team's teammembers for these credentials. - * extra: `{"Authorization": "bearer xxx"}` - * klaviyo_api: `conn_id=klaviyo_api`, `host` is - * Variables: - * KLAVIYO_KEY: Create from - * KLAVIYO_LIST_ID: Create from - * KLAVIYO_CAMPAIGN_ID: Create from - * kktix_events_endpoint: url path of kktix's `hosting_events`, ask @gtb for details! +3. Add credentials to the `.env` file (only needs to be done once). 4. Start the services: ```bash -# start production services +# Start production services make deploy-prod -# stop production services +# Stop production services # make down-prod -``` +``` \ No newline at end of file diff --git a/docs/MAINTENANCE.md b/docs/MAINTENANCE.md index 280a2e8..74774cc 100644 --- a/docs/MAINTENANCE.md +++ b/docs/MAINTENANCE.md @@ -4,17 +4,26 @@ Currently, the disk space is limited, so please check the disk space before running any ETL jobs. -Will deprecate this if we don't bump into out-of-disk issue any more. +This section will be deprecated if we no longer encounter out-of-disk issues. -1. Find topk biggest folders: `du -a /var/lib/docker/overlay2 | sort -n -r | head -n 20` -2. Show the folder size: `du -hs xxxx` -3. delete those pretty big folder -4. `df -h` +1. Find the largest folders: + ```bash + du -a /var/lib/docker/overlay2 | sort -n -r | head -n 20 + ``` +2. Show the folder size: + ```bash + du -hs xxxx + ``` +3. Delete the large folders identified. +4. Check disk space: + ```bash + df -h + ``` -## Token expiration +## Token Expiration -Some api tokens might expire, please check. +Some API tokens might expire, so please check them regularly. -## Year to Year Jobs +## Year-to-Year Jobs -Please refer [Dev Data Team - Year to Year Jobs - HackMD](https://hackmd.io/R417olqPQSWnQYY1Oc_-Sw?view) for more details. +Please refer to [Dev Data Team - Year to Year Jobs - HackMD](https://hackmd.io/R417olqPQSWnQYY1Oc_-Sw?view) for more details. From 8b0e911316e922f4e3afbec71ef1cc06c481f06b Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 20 Jul 2024 21:08:22 +0800 Subject: [PATCH 82/94] build(docker): create fernet key if not exists --- entrypoint.sh | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/entrypoint.sh b/entrypoint.sh index 623fc39..f2938d1 100644 --- a/entrypoint.sh +++ b/entrypoint.sh @@ -10,11 +10,10 @@ fi # Create Fernet key if not exists if [ -z "${AIRFLOW__CORE__FERNET_KEY}" ]; then - echo "Fernet key not set" - echo "Please use the following command to generate" - echo "And set the key to AIRFLOW__CORE__FERNET_KEY environment variable" - echo ">> python -c 'from cryptography.fernet import Fernet; print(Fernet.generate_key().decode())'" - exit 1 + echo "Fernet key not set. Generating a new one." + export AIRFLOW__CORE__FERNET_KEY=$(python -c 'from cryptography.fernet import Fernet; print(Fernet.generate_key().decode())') + echo "Fernet key generated and set." + echo "[WARNING] Please save the AIRFLOW__CORE__FERNET_KEY for future use." else echo "Fernet key exists." fi From 34874b1e142066073166e903c4aab15bb6f74673 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 20 Jul 2024 21:16:20 +0800 Subject: [PATCH 83/94] docs(project): misc --- README.md | 2 +- docker-compose-dev.yml | 3 ++- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 85553c4..c0113ee 100644 --- a/README.md +++ b/README.md @@ -52,7 +52,7 @@ pip install -r requirements.txt Set up the Authentication for GCP: * After running `gcloud auth application-default login`, you will get a credentials.json file located at `$HOME/.config/gcloud/application_default_credentials.json`. Run `export GOOGLE_APPLICATION_CREDENTIALS="/path/to/keyfile.json"` if you have it. - * service-account.json: Please contact @david30907d via email, Telegram, or Discord. You do not need this json file if you are running the sandbox staging instance for development. + * service-account.json: Please contact @david30907d via email or Discord. You do not need this json file if you are running the sandbox staging instance for development. ## Running the Project diff --git a/docker-compose-dev.yml b/docker-compose-dev.yml index f95087a..eb4dcf6 100644 --- a/docker-compose-dev.yml +++ b/docker-compose-dev.yml @@ -7,8 +7,9 @@ x-docker-common: &docker-common context: . dockerfile: Dockerfile.test volumes: - - ./service-account.json:/opt/airflow/service-account.json - airflow-db-volume:/opt/airflow/ + # you can comment out the following line if you don't have service-account.json + - ./service-account.json:/opt/airflow/service-account.json restart: unless-stopped logging: driver: json-file From 1ed4c1bbe0f6ab44cec734fa707d0cada55ac493 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 17 Aug 2024 16:28:53 +0800 Subject: [PATCH 84/94] refactor(dags): tpying --- dags/ods/survey_cake/dags/questionnaire_2_bigquery.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/dags/ods/survey_cake/dags/questionnaire_2_bigquery.py b/dags/ods/survey_cake/dags/questionnaire_2_bigquery.py index 76556a2..792a1a3 100644 --- a/dags/ods/survey_cake/dags/questionnaire_2_bigquery.py +++ b/dags/ods/survey_cake/dags/questionnaire_2_bigquery.py @@ -1,10 +1,11 @@ """ A crawler which would crawl the openings """ +from __future__ import annotations + import os from datetime import datetime, timedelta from pathlib import Path -from typing import Dict from airflow import DAG from airflow.operators.python_operator import PythonOperator @@ -30,7 +31,7 @@ with dag: if bool(os.getenv("AIRFLOW_TEST_MODE")): filepath = Path(AIRFLOW_HOME) / "dags/fixtures/data_questionnaire.csv" - FILENAMES: Dict[str, Dict] = {str(filepath): {}} + FILENAMES: dict[str, dict] = {str(filepath): {}} else: FILENAMES = { "data_questionnaire.csv": { From 185dfdf49c094985435ecd18fe6d5af384dde9e9 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 17 Aug 2024 16:31:37 +0800 Subject: [PATCH 85/94] build(python): remove poetry and move dev deps to another requiremensts file --- Dockerfile.test | 3 +- Makefile | 18 ++++----- pyproject.toml | 96 -------------------------------------------- requirements-dev.txt | 8 ++++ requirements.txt | 11 ----- 5 files changed, 18 insertions(+), 118 deletions(-) delete mode 100644 pyproject.toml create mode 100644 requirements-dev.txt diff --git a/Dockerfile.test b/Dockerfile.test index 11436f1..3f728ec 100644 --- a/Dockerfile.test +++ b/Dockerfile.test @@ -22,9 +22,10 @@ RUN chmod +x /entrypoint.sh USER airflow COPY ./requirements.txt ${AIRFLOW_HOME}/requirements.txt +COPY ./requirements-dev.txt ${AIRFLOW_HOME}/requirements-dev.txt COPY ./constraints-3.8.txt ${AIRFLOW_HOME}/constraints-3.8.txt -RUN pip install --no-cache-dir -r ${AIRFLOW_HOME}/requirements.txt --constraint constraints-3.8.txt +RUN pip install --no-cache-dir -r ${AIRFLOW_HOME}/requirements.txt -r ${AIRFLOW_HOME}/requirements-dev.txt --constraint constraints-3.8.txt COPY airflow.cfg ${AIRFLOW_HOME}/airflow.cfg diff --git a/Makefile b/Makefile index bf1ff6a..01efb92 100644 --- a/Makefile +++ b/Makefile @@ -1,20 +1,18 @@ -VENV_PREFIX=poetry run - lint: - $(VENV_PREFIX) black . --check - $(VENV_PREFIX) isort --check-only . - $(VENV_PREFIX) flake8 . - $(VENV_PREFIX) mypy dags/ tests/ + black . --check + isort --check-only . + flake8 . + mypy dags/ tests/ format: - $(VENV_PREFIX) black . - $(VENV_PREFIX) isort . + black . + isort . test: - PYTHONPATH=./dags $(VENV_PREFIX) pytest + PYTHONPATH=./dags pytest coverage: - PYTHONPATH=./dags $(VENV_PREFIX) pytest --cov=dags tests + PYTHONPATH=./dags pytest --cov=dags tests build-dev: docker-compose -f ./docker-compose-dev.yml build diff --git a/pyproject.toml b/pyproject.toml deleted file mode 100644 index 540662b..0000000 --- a/pyproject.toml +++ /dev/null @@ -1,96 +0,0 @@ -[tool.poetry] -name = "pycon-etl" -version = "0.1.0" -description = "" -authors = ["davidtnfsh "] - -[tool.poetry.dependencies] -python = "^3.8.0" -requests = "^2.26.0" -apache-airflow = "1.10.13" -searchconsole = "^0.0.4" -pydantic = "^1.8.2" -google-cloud-bigquery = {version = "^2.24.0", python = ">=3.7.1,<3.10"} -pandas = "^1.3.2" -pyarrow = "^5.0.0" -StrEnum = "^0.4.6" -Flask-OAuthlib = "^0.9.6" -Flask-OpenID = "1.3.0" -pygsheets = "^2.0.6" -# https://github.com/pallets/markupsafe/issues/304 -MarkupSafe = "==2.0.1" -docutils = "^0.20" -# azure-datalake-store, pip._vendor.packaging.requirements.InvalidRequirement -azure-datalake-store = ">=0.0.45" -azure-mgmt-datalake-store = ">=0.5.0" -# https://stackoverflow.com/questions/68687548/apache-airflow-airflow-initdb-throws-modulenotfounderror-no-module-named-wtf -marshmallow = "2.21.0" -wtforms = "2.3.3" -# https://stackoverflow.com/questions/66774109/install-airflow-importerror-no-module-named-clsregistry -sqlalchemy = "1.3.23" -flask-sqlalchemy = "2.4.4" - -[tool.poetry.dev-dependencies] -safety = "^1.9.0" -bandit = "^1.6.2" -pytest-cov = "^2.8.1" -black = "^19.10b0" -mypy = "^0.770" -pytest = "^5.4.1" -flake8 = "^3.8.3" -isort = "^5.6.4" - -[build-system] -requires = ["setuptools", "poetry>=0.12"] -build-backend = "poetry.masonry.api" - - -[tool.black] -line-length = 88 -include = '\.pyi?$' -exclude = ''' -/( - \.eggs - | \.git - | \.hg - | \.mypy_cache - | \.tox - | \.venv - | _build - | buck-out - | build - | dist -)/ -''' - - -[tool.isort] -profile = "black" - - -[tool.coverage] - [tool.coverage.report] - show_missing = true - exclude_lines = [ - # Have to re-enable the standard pragma - 'pragma: no cover', - - # Don't complain about missing debug-only code: - 'def __repr__', - 'if self\.debug', - - # Don't complain if tests don't hit defensive assertion code: - 'raise AssertionError', - 'raise NotImplementedError', - - # Don't complain if non-runnable code isn't run: - 'if 0:', - 'if __name__ == .__main__.:' - ] - omit = [ - 'env/*', - 'venv/*', - '*/virtualenv/*', - '*/virtualenvs/*', - '*/tests/*' - ] diff --git a/requirements-dev.txt b/requirements-dev.txt new file mode 100644 index 0000000..823aace --- /dev/null +++ b/requirements-dev.txt @@ -0,0 +1,8 @@ +bandit +black +flake8 +isort +mypy +pytest +pytest-cov +safety diff --git a/requirements.txt b/requirements.txt index c11f802..1ffe1e2 100644 --- a/requirements.txt +++ b/requirements.txt @@ -9,14 +9,3 @@ pydantic<2 pygsheets requests searchconsole -StrEnum - -# Dev dependencies -bandit -black -flake8 -isort -mypy -pytest -pytest-cov -safety From d3d72bf7b4edceac5d2011ebb3f3f2638b683906 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 17 Aug 2024 16:37:48 +0800 Subject: [PATCH 86/94] docs(project): add venv setup guide --- README.md | 51 +++++++++++++++++++++++++++++++++++++++++---------- 1 file changed, 41 insertions(+), 10 deletions(-) diff --git a/README.md b/README.md index c0113ee..b334d61 100644 --- a/README.md +++ b/README.md @@ -21,20 +21,51 @@ Using Airflow to implement our ETL pipelines. - [Python 3.8+](https://www.python.org/downloads/release/python-3811/) - [Docker](https://docs.docker.com/get-docker/) - [Git](https://git-scm.com/book/zh-tw/v2/%E9%96%8B%E5%A7%8B-Git-%E5%AE%89%E8%A3%9D%E6%95%99%E5%AD%B8) -- [Poetry](https://python-poetry.org/docs/#installation) (Optional, only for creating virtual environments during development) +- [venv](https://docs.python.org/3/library/venv.html) ## Installation -Install the local environment for development: +There are several tools available to create a virtual environment in Python. -```bash -# Use poetry to create a virtual environment -poetry install +Below are the steps to manage a virtual environment using `venv`: -# Or use pip to install in your existing Python environment -# If you encounter any Airflow errors, check constraints-3.8.txt and reinstall Airflow dependencies -pip install -r requirements.txt -``` +1. Create a Virtual Environment + + To create a virtual environment, run the following command: + + ```bash + python -m venv venv + ``` + + In this example, `venv` is the name of the virtual environment directory, but you can replace it with any name you prefer. + +2. Activate the Virtual Environment + + After creating the virtual environment, activate it using the following command: + + ```bash + source venv/bin/activate + ``` + +3. Install Dependencies + + After activating the virtual environment, you can install the required dependencies: + + ```bash + # Install airflow and dev dependencies + pip install -r requirements.txt -r requirements-dev.txt -c constraints-3.8.txt + + # black is conflict with click, so install it separately + pip install black==19.10b0 click==7.1.2 + ``` + +4. Deactivate the Virtual Environment + + When you're done working in the virtual environment, you can deactivate it with: + + ```bash + deactivate + ``` ## Configuration @@ -86,4 +117,4 @@ Please check the [Production Deployment Guide](./docs/DEPLOYMENT.md). ## Contact -[PyCon TW Volunteer Data Team - Discord](https://discord.com/channels/752904426057892052/900721883383758879) \ No newline at end of file +[PyCon TW Volunteer Data Team - Discord](https://discord.com/channels/752904426057892052/900721883383758879) From 45cdf8fa10794d3e8debb2ccd135f80c2672c1bb Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 17 Aug 2024 17:27:18 +0800 Subject: [PATCH 87/94] docs(project): change production project path --- docs/DEPLOYMENT.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/DEPLOYMENT.md b/docs/DEPLOYMENT.md index e370982..7884197 100644 --- a/docs/DEPLOYMENT.md +++ b/docs/DEPLOYMENT.md @@ -3,10 +3,10 @@ 1. Login to the data team's server: 1. Run: `gcloud compute ssh --zone "asia-east1-b" "data-team" --project "pycontw-225217"` 2. Services: - * ETL: `/home/zhangtaiwei/pycon-etl` + * ETL: `/srv/pycon-etl` * Metabase is located here: `/mnt/disks/data-team-additional-disk/pycontw-infra-scripts/data_team/metabase_server` -2. Pull the latest codebase to this server: `sudo git pull` +2. Pull the latest codebase to this server: `git pull` 3. Add credentials to the `.env` file (only needs to be done once). From de60e7dd28fcd16685598a91daa12759356cf44d Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 17 Aug 2024 21:25:12 +0800 Subject: [PATCH 88/94] ci(python): install dependencies with pip --- .github/workflows/python.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/python.yml b/.github/workflows/python.yml index d64c203..8dba4af 100644 --- a/.github/workflows/python.yml +++ b/.github/workflows/python.yml @@ -21,8 +21,8 @@ jobs: - name: Install dependencies run: | - pip install -U poetry==1.6.1 - poetry install + pip install -r requirements.txt -r requirements-dev.txt -c constraints-3.8.txt + pip install black==19.10b0 click==7.1.2 - name: Run linters run: make lint From 7b0bfeb63c0ee15c4a0a2c9330d07244d2f764ca Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 17 Aug 2024 21:45:43 +0800 Subject: [PATCH 89/94] fix(project): upgrade airflow to v1.10.15 --- Dockerfile | 2 +- Dockerfile.test | 2 +- constraints-3.8.txt | 94 +- docs/CONTRIBUTING.md | 4 +- poetry.lock | 3534 ------------------------------------------ requirements.txt | 2 +- 6 files changed, 52 insertions(+), 3586 deletions(-) delete mode 100644 poetry.lock diff --git a/Dockerfile b/Dockerfile index 9fbfeeb..ee0124e 100644 --- a/Dockerfile +++ b/Dockerfile @@ -1,4 +1,4 @@ -ARG AIRFLOW_VERSION=1.10.13 +ARG AIRFLOW_VERSION=1.10.15 ARG PYTHON_VERSION=3.8 FROM apache/airflow:${AIRFLOW_VERSION}-python${PYTHON_VERSION} diff --git a/Dockerfile.test b/Dockerfile.test index 3f728ec..a702ec5 100644 --- a/Dockerfile.test +++ b/Dockerfile.test @@ -1,4 +1,4 @@ -ARG AIRFLOW_VERSION=1.10.13 +ARG AIRFLOW_VERSION=1.10.15 ARG PYTHON_VERSION=3.8 FROM apache/airflow:${AIRFLOW_VERSION}-python${PYTHON_VERSION} diff --git a/constraints-3.8.txt b/constraints-3.8.txt index af7c624..ff463f9 100644 --- a/constraints-3.8.txt +++ b/constraints-3.8.txt @@ -1,4 +1,4 @@ -# for apache-airflow==1.10.13 +# Editable install with no version control (apache-airflow==1.10.15) Babel==2.9.0 Flask-Admin==1.5.4 Flask-AppBuilder==2.3.4 @@ -7,7 +7,7 @@ Flask-Bcrypt==0.7.1 Flask-Caching==1.3.3 Flask-JWT-Extended==3.25.0 Flask-Login==0.4.1 -Flask-OpenID==1.2.5 +Flask-OpenID==1.3.0 Flask-SQLAlchemy==2.4.4 Flask-WTF==0.14.3 Flask==1.1.2 @@ -32,23 +32,22 @@ Unidecode==1.1.1 WTForms==2.3.3 Werkzeug==0.16.1 adal==1.2.5 -aiohttp==3.7.2 +aiohttp==3.7.3 alabaster==0.7.12 alembic==1.4.3 -amqp==5.0.2 +amqp==2.6.1 analytics-python==1.2.9 ansiwrap==0.8.4 -apipkg==1.5 apispec==1.3.3 appdirs==1.4.4 -argcomplete==1.12.1 +argcomplete==1.12.2 asn1crypto==1.4.0 astroid==2.4.2 async-generator==1.10 async-timeout==3.0.1 atlasclient==1.0.0 attrs==20.3.0 -aws-sam-translator==1.29.0 +aws-sam-translator==1.31.0 aws-xray-sdk==2.6.0 azure-common==1.1.26 azure-core==1.9.0 @@ -61,29 +60,32 @@ azure-keyvault-secrets==4.2.0 azure-keyvault==4.1.0 azure-mgmt-containerinstance==1.5.0 azure-mgmt-core==1.2.2 +azure-mgmt-datalake-nspkg==3.0.1 +azure-mgmt-datalake-store==0.5.0 +azure-mgmt-nspkg==3.0.2 azure-mgmt-resource==15.0.0 azure-nspkg==3.0.2 -azure-storage-blob==2.1.0 +azure-storage-blob==12.6.0 azure-storage-common==2.1.0 azure-storage==0.36.0 backcall==0.2.0 bcrypt==3.2.0 beautifulsoup4==4.7.1 billiard==3.6.3.0 -black==20.8b1 +black==20.8b0 blinker==1.4 -boto3==1.16.18 +boto3==1.10.50 boto==2.49.0 -botocore==1.19.18 +botocore==1.13.50 cached-property==1.5.2 cachetools==4.1.1 cassandra-driver==3.20.2 -cattrs==1.1.1 +cattrs==1.1.2 celery==4.4.7 certifi==2020.11.8 -cffi==1.14.3 +cffi==1.14.4 cfgv==3.2.0 -cfn-lint==0.40.0 +cfn-lint==0.42.0 cgroupspy==0.1.6 chardet==3.0.4 click==6.7 @@ -104,16 +106,15 @@ dnspython==1.16.0 docker-pycreds==0.4.0 docker==3.7.3 docopt==0.6.2 -docutils==0.16 +docutils==0.15.2 ecdsa==0.14.1 elasticsearch-dsl==5.4.0 elasticsearch==5.5.3 email-validator==1.1.2 entrypoints==0.3 -execnet==1.7.1 -fastavro==1.1.0 +fastavro==1.2.0 filelock==3.0.12 -flake8-colors==0.1.6 +flake8-colors==0.1.9 flake8==3.8.4 flaky==3.7.0 flask-swagger==0.2.14 @@ -126,13 +127,13 @@ future==0.18.2 gcsfs==0.7.1 gitdb==4.0.5 google-api-core==1.23.0 -google-api-python-client==1.12.5 +google-api-python-client==1.12.8 google-auth-httplib2==0.0.4 google-auth-oauthlib==0.4.2 google-auth==1.23.0 google-cloud-bigquery-storage==2.1.0 -google-cloud-bigquery==2.3.1 -google-cloud-bigtable==1.5.1 +google-cloud-bigquery==2.4.0 +google-cloud-bigtable==1.6.0 google-cloud-container==1.0.1 google-cloud-core==1.4.3 google-cloud-dlp==1.0.0 @@ -140,15 +141,15 @@ google-cloud-language==1.3.0 google-cloud-secret-manager==1.0.0 google-cloud-spanner==1.19.1 google-cloud-speech==1.3.2 -google-cloud-storage==1.32.0 +google-cloud-storage==1.33.0 google-cloud-texttospeech==1.0.1 google-cloud-translate==1.7.0 -google-cloud-videointelligence==1.16.0 +google-cloud-videointelligence==1.16.1 google-cloud-vision==1.0.0 google-crc32c==1.0.0 google-resumable-media==1.1.0 googleapis-common-protos==1.52.0 -graphviz==0.14.2 +graphviz==0.15 grpc-google-iam-v1==0.12.3 grpcio-gcp==0.2.2 grpcio==1.33.2 @@ -158,10 +159,11 @@ hmsclient==0.1.1 httplib2==0.18.1 humanize==3.1.0 hvac==0.10.5 -identify==1.5.9 -idna==2.10 +identify==1.5.10 +idna==2.8 imagesize==1.2.0 -importlib-metadata==2.0.0 +importlib-metadata==2.1.1 +importlib-resources==1.5.0 inflection==0.5.1 ipdb==0.13.4 ipython-genutils==0.2.0 @@ -174,18 +176,18 @@ jira==2.0.0 jmespath==0.10.0 json-merge-patch==0.2 jsondiff==1.1.2 -jsonpatch==1.26 +jsonpatch==1.27 jsonpickle==1.4.1 jsonpointer==2.0 jsonschema==3.2.0 junit-xml==1.9 jupyter-client==6.1.7 -jupyter-core==4.6.3 +jupyter-core==4.7.0 kombu==4.6.11 kubernetes==11.0.0 -lazy-object-proxy==1.5.1 +lazy-object-proxy==1.4.3 ldap3==2.8.1 -libcst==0.3.13 +libcst==0.3.14 lockfile==0.12.2 marshmallow-enum==1.5.1 marshmallow-sqlalchemy==0.23.1 @@ -204,7 +206,7 @@ multidict==5.0.2 mypy-extensions==0.4.3 mypy==0.720 mysqlclient==1.3.14 -natsort==7.0.1 +natsort==7.1.0 nbclient==0.5.1 nbformat==5.0.8 nest-asyncio==1.4.3 @@ -215,7 +217,7 @@ ntlm-auth==1.5.0 numpy==1.19.4 oauthlib==3.1.0 oscrypto==1.2.1 -packaging==20.4 +packaging==20.7 pandas-gbq==0.14.1 pandas==1.1.4 papermill==2.2.2 @@ -228,9 +230,10 @@ pendulum==1.4.4 pexpect==4.8.0 pickleshare==0.7.5 pinotdb==0.1.1 +pipdeptree==1.0.0 pluggy==0.13.1 portalocker==1.7.1 -pre-commit==2.8.2 +pre-commit==2.9.2 presto-python-client==0.7.0 prison==0.1.3 prometheus-client==0.8.0 @@ -241,7 +244,7 @@ psutil==5.7.3 psycopg2-binary==2.8.6 ptyprocess==0.6.0 py==1.9.0 -pyOpenSSL==19.1.0 +pyOpenSSL==20.0.0 pyarrow==0.17.1 pyasn1-modules==0.2.8 pyasn1==0.4.8 @@ -257,11 +260,8 @@ pyparsing==2.4.7 pyrsistent==0.17.3 pysftp==0.2.9 pytest-cov==2.10.1 -pytest-forked==1.3.0 pytest-instafail==0.4.2 -pytest-rerunfailures==9.1.1 pytest-timeouts==1.2.1 -pytest-xdist==2.1.0 pytest==5.4.3 python-daemon==2.2.4 python-dateutil==2.8.1 @@ -285,21 +285,21 @@ requests-mock==1.8.0 requests-ntlm==1.1.0 requests-oauthlib==1.3.0 requests-toolbelt==0.9.1 -requests==2.25.0 +requests==2.23.0 responses==0.12.1 rsa==4.6 -s3transfer==0.3.3 +s3transfer==0.2.1 sasl==0.2.1 sendgrid==5.6.0 sentinels==1.0.0 -sentry-sdk==0.18.0 -setproctitle==1.1.10 +sentry-sdk==0.19.4 +setproctitle==1.2 six==1.15.0 slackclient==1.3.2 smmap==3.0.4 snakebite-py3==3.0.5 snowballstemmer==2.0.0 -snowflake-connector-python==2.3.5 +snowflake-connector-python==2.3.6 snowflake-sqlalchemy==1.2.4 soupsieve==2.0.1 sphinx-argparse==0.2.5 @@ -326,7 +326,7 @@ thrift-sasl==0.4.2 thrift==0.13.0 toml==0.10.2 tornado==5.1.1 -tqdm==4.51.0 +tqdm==4.54.0 traitlets==5.0.5 typed-ast==1.4.1 typing-extensions==3.7.4.3 @@ -334,12 +334,12 @@ typing-inspect==0.6.0 tzlocal==1.5.1 unicodecsv==0.14.1 uritemplate==3.0.1 -urllib3==1.26.2 +urllib3==1.25.11 vertica-python==1.0.0 vine==1.3.0 -virtualenv==20.1.0 +virtualenv==20.2.1 wcwidth==0.2.5 -websocket-client==0.57.0 +websocket-client==0.54.0 wrapt==1.12.1 xmltodict==0.12.0 yamllint==1.25.0 diff --git a/docs/CONTRIBUTING.md b/docs/CONTRIBUTING.md index 6f801c6..18688f9 100644 --- a/docs/CONTRIBUTING.md +++ b/docs/CONTRIBUTING.md @@ -16,7 +16,7 @@ 3. Make your changes. - > **NOTICE:** We are still using Airflow v1, so please read the official document [Apache Airflow v1.10.13 Documentation](https://airflow.apache.org/docs/apache-airflow/1.10.13/) to ensure your changes are compatible with our current version. + > **NOTICE:** We are still using Airflow v1, so please read the official document [Apache Airflow v1.10.15 Documentation](https://airflow.apache.org/docs/apache-airflow/1.10.15/) to ensure your changes are compatible with our current version. If your task uses an external service, add the connection and variable in the Airflow UI. @@ -51,7 +51,7 @@ Airflow dependencies are managed by `requirements.txt` and `constraints-3.8.txt` Please add or update dependencies in `requirements.txt`. Do not modify `constraints-3.8.txt` unless Airflow is updated. -For more information, refer to the [Airflow Installation Documentation](https://airflow.apache.org/docs/apache-airflow/1.10.13/installation.html). +For more information, refer to the [Airflow Installation Documentation](https://airflow.apache.org/docs/apache-airflow/1.10.15/installation.html). ## Code Convention diff --git a/poetry.lock b/poetry.lock deleted file mode 100644 index 05f2d50..0000000 --- a/poetry.lock +++ /dev/null @@ -1,3534 +0,0 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. - -[[package]] -name = "adal" -version = "1.2.7" -description = "Note: This library is already replaced by MSAL Python, available here: https://pypi.org/project/msal/ .ADAL Python remains available here as a legacy. The ADAL for Python library makes it easy for python application to authenticate to Azure Active Directory (AAD) in order to access AAD protected web resources." -optional = false -python-versions = "*" -files = [ - {file = "adal-1.2.7-py2.py3-none-any.whl", hash = "sha256:2a7451ed7441ddbc57703042204a3e30ef747478eea022c70f789fc7f084bc3d"}, - {file = "adal-1.2.7.tar.gz", hash = "sha256:d74f45b81317454d96e982fd1c50e6fb5c99ac2223728aea8764433a39f566f1"}, -] - -[package.dependencies] -cryptography = ">=1.1.0" -PyJWT = ">=1.0.0,<3" -python-dateutil = ">=2.1.0,<3" -requests = ">=2.0.0,<3" - -[[package]] -name = "alembic" -version = "1.13.1" -description = "A database migration tool for SQLAlchemy." -optional = false -python-versions = ">=3.8" -files = [ - {file = "alembic-1.13.1-py3-none-any.whl", hash = "sha256:2edcc97bed0bd3272611ce3a98d98279e9c209e7186e43e75bbb1b2bdfdbcc43"}, - {file = "alembic-1.13.1.tar.gz", hash = "sha256:4932c8558bf68f2ee92b9bbcb8218671c627064d5b08939437af6d77dc05e595"}, -] - -[package.dependencies] -importlib-metadata = {version = "*", markers = "python_version < \"3.9\""} -importlib-resources = {version = "*", markers = "python_version < \"3.9\""} -Mako = "*" -SQLAlchemy = ">=1.3.0" -typing-extensions = ">=4" - -[package.extras] -tz = ["backports.zoneinfo"] - -[[package]] -name = "apache-airflow" -version = "1.10.13" -description = "Programmatically author, schedule and monitor data pipelines" -optional = false -python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*" -files = [ - {file = "apache-airflow-1.10.13.tar.gz", hash = "sha256:bb637f95a2aef7b2f7d622ecda150d6a5794011bd9e8d610ab0e9a1f518325e9"}, - {file = "apache_airflow-1.10.13-py2.py3-none-any.whl", hash = "sha256:7aa176a159d90b4e93a15c1920201ffd136dcdc351a840d2ace8739b6b893f71"}, -] - -[package.dependencies] -alembic = ">=1.0,<2.0" -argcomplete = ">=1.10,<2.0" -attrs = ">=20.0,<21.0" -cached-property = 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-[metadata] -lock-version = "2.0" -python-versions = "^3.8.0" -content-hash = "49c55041fca6481af28e0a7cdd33e0af308c28b11926860db2629be36c66ca03" diff --git a/requirements.txt b/requirements.txt index 1ffe1e2..4d73139 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,5 +1,5 @@ # Please use pip to manage airflow dependencies. -apache-airflow==1.10.13 +apache-airflow==1.10.15 # Editable install with no version specified. google-cloud-bigquery From 6783283856c858cf0fb7e1b10bbe1bd7f454c63a Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 17 Aug 2024 21:50:23 +0800 Subject: [PATCH 90/94] style(project): reformat --- dags/airlfow-db-cleanup.py | 13 ++----------- dags/ods/google_search_console/dag.py | 3 ++- dags/ods/kktix_ticket_orders/udfs/kktix_refund.py | 6 ++---- tests/test_cakeresume_uploader.py | 3 ++- 4 files changed, 8 insertions(+), 17 deletions(-) diff --git a/dags/airlfow-db-cleanup.py b/dags/airlfow-db-cleanup.py index a4f7940..d3486cc 100644 --- a/dags/airlfow-db-cleanup.py +++ b/dags/airlfow-db-cleanup.py @@ -13,17 +13,8 @@ import airflow from airflow import settings from airflow.configuration import conf -from airflow.models import ( - DAG, - DagModel, - DagRun, - DagTag, - Log, - SlaMiss, - TaskInstance, - Variable, - XCom, -) +from airflow.models import (DAG, DagModel, DagRun, DagTag, Log, SlaMiss, + TaskInstance, Variable, XCom) try: from airflow.jobs import BaseJob diff --git a/dags/ods/google_search_console/dag.py b/dags/ods/google_search_console/dag.py index 9b98e0b..2c15468 100644 --- a/dags/ods/google_search_console/dag.py +++ b/dags/ods/google_search_console/dag.py @@ -5,7 +5,8 @@ from airflow import DAG from airflow.operators.python_operator import PythonOperator -from ods.google_search_console.udfs.google_search import GoogleSearchConsoleReporter +from ods.google_search_console.udfs.google_search import \ + GoogleSearchConsoleReporter DEFAULT_ARGS = { "owner": "davidtnfsh", diff --git a/dags/ods/kktix_ticket_orders/udfs/kktix_refund.py b/dags/ods/kktix_ticket_orders/udfs/kktix_refund.py index 7e4d2ab..ba6a4c1 100644 --- a/dags/ods/kktix_ticket_orders/udfs/kktix_refund.py +++ b/dags/ods/kktix_ticket_orders/udfs/kktix_refund.py @@ -4,10 +4,8 @@ from google.cloud import bigquery from ods.kktix_ticket_orders.udfs.bigquery_loader import TABLE -from ods.kktix_ticket_orders.udfs.kktix_api import ( - _get_attendance_book_id, - _get_attendee_ids, -) +from ods.kktix_ticket_orders.udfs.kktix_api import (_get_attendance_book_id, + _get_attendee_ids) CLIENT = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) diff --git a/tests/test_cakeresume_uploader.py b/tests/test_cakeresume_uploader.py index f694402..fcac18e 100644 --- a/tests/test_cakeresume_uploader.py +++ b/tests/test_cakeresume_uploader.py @@ -1,7 +1,8 @@ import csv from pathlib import Path -from contrib.survey_cake.udfs.survey_cake_csv_uploader import SurveyCakeCSVUploader +from contrib.survey_cake.udfs.survey_cake_csv_uploader import \ + SurveyCakeCSVUploader def test_cakeresume_uploader() -> None: From 3dfdb09558e01e113a5386287c03620eea471af2 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 17 Aug 2024 22:01:12 +0800 Subject: [PATCH 91/94] style(project): recover pyproject.toml style rule --- pyproject.toml | 49 +++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 49 insertions(+) create mode 100644 pyproject.toml diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..78671a0 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,49 @@ +[tool.black] +line-length = 88 +include = '\.pyi?$' +exclude = ''' +/( + \.eggs + | \.git + | \.hg + | \.mypy_cache + | \.tox + | \.venv + | _build + | buck-out + | build + | dist +)/ +''' + + +[tool.isort] +profile = "black" + + +[tool.coverage] + [tool.coverage.report] + show_missing = true + exclude_lines = [ + # Have to re-enable the standard pragma + 'pragma: no cover', + + # Don't complain about missing debug-only code: + 'def __repr__', + 'if self\.debug', + + # Don't complain if tests don't hit defensive assertion code: + 'raise AssertionError', + 'raise NotImplementedError', + + # Don't complain if non-runnable code isn't run: + 'if 0:', + 'if __name__ == .__main__.:' + ] + omit = [ + 'env/*', + 'venv/*', + '*/virtualenv/*', + '*/virtualenvs/*', + '*/tests/*' + ] \ No newline at end of file From e5f437541be17523a564feb22222c1a7f27e8e7e Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 17 Aug 2024 22:04:57 +0800 Subject: [PATCH 92/94] style(project): reformat --- dags/airlfow-db-cleanup.py | 13 +++++++++++-- dags/ods/google_search_console/dag.py | 3 +-- dags/ods/kktix_ticket_orders/udfs/kktix_refund.py | 6 ++++-- tests/test_cakeresume_uploader.py | 3 +-- 4 files changed, 17 insertions(+), 8 deletions(-) diff --git a/dags/airlfow-db-cleanup.py b/dags/airlfow-db-cleanup.py index d3486cc..a4f7940 100644 --- a/dags/airlfow-db-cleanup.py +++ b/dags/airlfow-db-cleanup.py @@ -13,8 +13,17 @@ import airflow from airflow import settings from airflow.configuration import conf -from airflow.models import (DAG, DagModel, DagRun, DagTag, Log, SlaMiss, - TaskInstance, Variable, XCom) +from airflow.models import ( + DAG, + DagModel, + DagRun, + DagTag, + Log, + SlaMiss, + TaskInstance, + Variable, + XCom, +) try: from airflow.jobs import BaseJob diff --git a/dags/ods/google_search_console/dag.py b/dags/ods/google_search_console/dag.py index 2c15468..9b98e0b 100644 --- a/dags/ods/google_search_console/dag.py +++ b/dags/ods/google_search_console/dag.py @@ -5,8 +5,7 @@ from airflow import DAG from airflow.operators.python_operator import PythonOperator -from ods.google_search_console.udfs.google_search import \ - GoogleSearchConsoleReporter +from ods.google_search_console.udfs.google_search import GoogleSearchConsoleReporter DEFAULT_ARGS = { "owner": "davidtnfsh", diff --git a/dags/ods/kktix_ticket_orders/udfs/kktix_refund.py b/dags/ods/kktix_ticket_orders/udfs/kktix_refund.py index ba6a4c1..7e4d2ab 100644 --- a/dags/ods/kktix_ticket_orders/udfs/kktix_refund.py +++ b/dags/ods/kktix_ticket_orders/udfs/kktix_refund.py @@ -4,8 +4,10 @@ from google.cloud import bigquery from ods.kktix_ticket_orders.udfs.bigquery_loader import TABLE -from ods.kktix_ticket_orders.udfs.kktix_api import (_get_attendance_book_id, - _get_attendee_ids) +from ods.kktix_ticket_orders.udfs.kktix_api import ( + _get_attendance_book_id, + _get_attendee_ids, +) CLIENT = bigquery.Client(project=os.getenv("BIGQUERY_PROJECT")) diff --git a/tests/test_cakeresume_uploader.py b/tests/test_cakeresume_uploader.py index fcac18e..f694402 100644 --- a/tests/test_cakeresume_uploader.py +++ b/tests/test_cakeresume_uploader.py @@ -1,8 +1,7 @@ import csv from pathlib import Path -from contrib.survey_cake.udfs.survey_cake_csv_uploader import \ - SurveyCakeCSVUploader +from contrib.survey_cake.udfs.survey_cake_csv_uploader import SurveyCakeCSVUploader def test_cakeresume_uploader() -> None: From b047fa1c1a8cd8f9ac821cef10901038db26a93b Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sat, 31 Aug 2024 17:46:52 +0800 Subject: [PATCH 93/94] ci(docker): use gcp artifact-registry --- .github/workflows/dockerimage.yml | 2 +- README.md | 23 ++++++++++++++++++++++- docker-compose-dev.yml | 2 +- docker-compose.yml | 2 +- 4 files changed, 25 insertions(+), 4 deletions(-) diff --git a/.github/workflows/dockerimage.yml b/.github/workflows/dockerimage.yml index a13855f..61adddd 100644 --- a/.github/workflows/dockerimage.yml +++ b/.github/workflows/dockerimage.yml @@ -27,7 +27,7 @@ jobs: docker build -t ${RC_NAME}:test --cache-from ${RC_NAME}:cache -f Dockerfile.test . - name: Run test run: | - docker run -d --rm -p 8080:8080 --name airflow -v $(pwd)/dags:/usr/local/airflow/dags -v $(pwd)/fixtures:/usr/local/airflow/fixtures ${RC_NAME}:test webserver + docker run -d --rm -p 8080:8080 --name airflow -v $(pwd)/dags:/opt/airflow/dags -v $(pwd)/fixtures:/opt/airflow/fixtures ${RC_NAME}:test webserver sleep 10 - name: Push cache to Google Container Registry if: success() diff --git a/README.md b/README.md index b334d61..50d2cab 100644 --- a/README.md +++ b/README.md @@ -82,7 +82,7 @@ Below are the steps to manage a virtual environment using `venv`: ### BigQuery (Optional) Set up the Authentication for GCP: - * After running `gcloud auth application-default login`, you will get a credentials.json file located at `$HOME/.config/gcloud/application_default_credentials.json`. Run `export GOOGLE_APPLICATION_CREDENTIALS="/path/to/keyfile.json"` if you have it. + *After running `gcloud auth application-default login`, you will get a credentials.json file located at `$HOME/.config/gcloud/application_default_credentials.json`. Run `export GOOGLE_APPLICATION_CREDENTIALS="/path/to/keyfile.json"` if you have it. * service-account.json: Please contact @david30907d via email or Discord. You do not need this json file if you are running the sandbox staging instance for development. ## Running the Project @@ -111,6 +111,27 @@ make down-dev > The difference between production and dev/test compose files is that the dev/test compose file uses a locally built image, while the production compose file uses the image from Docker Hub. +If you are a authorized maintainer, you can pull the image from the GCP Artifact Registry. + +Docker client must be configured to use the GCP Artifact Registry. + +```bash +gcloud auth configure-docker asia-east1-docker.pkg.dev +``` + +Then, pull the image: + +```bash +docker pull asia-east1-docker.pkg.dev/pycontw-225217/data-team/pycon-etl:{tag} +``` + +There are several tags available: + +- `cache`: cache the image for faster deployment +- `test`: for testing purposes, including the test dependencies +- `staging`: when pushing to the staging environment +- `latest`: when pushing to the production environment + ### Production Please check the [Production Deployment Guide](./docs/DEPLOYMENT.md). diff --git a/docker-compose-dev.yml b/docker-compose-dev.yml index eb4dcf6..2d080d8 100644 --- a/docker-compose-dev.yml +++ b/docker-compose-dev.yml @@ -2,7 +2,7 @@ version: '3.4' x-docker-common: &docker-common env_file: .env.staging - image: pycon_etl + image: pycon-etl build: context: . dockerfile: Dockerfile.test diff --git a/docker-compose.yml b/docker-compose.yml index 47047f6..3fe2950 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -2,7 +2,7 @@ version: '3.4' x-docker-common: &docker-common env_file: .env.production - image: davidtnfsh/pycon_etl:prod + image: asia-east1-docker.pkg.dev/pycontw-225217/data-team/pycon-etl:lastest volumes: - ./service-account.json:/opt/airflow/service-account.json - airflow-db-volume:/opt/airflow/ From 16e015a2e9edb26a88c2b779e45f045278ea7c87 Mon Sep 17 00:00:00 2001 From: Henry Lee Date: Sun, 1 Sep 2024 21:30:26 +0800 Subject: [PATCH 94/94] docs(project): update --- docs/DEPLOYMENT.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/DEPLOYMENT.md b/docs/DEPLOYMENT.md index 7884197..231f184 100644 --- a/docs/DEPLOYMENT.md +++ b/docs/DEPLOYMENT.md @@ -8,7 +8,7 @@ 2. Pull the latest codebase to this server: `git pull` -3. Add credentials to the `.env` file (only needs to be done once). +3. Add credentials to the `.env.production` file (only needs to be done once). 4. Start the services: