diff --git a/.github/workflows/deploy-dagster-cloud.yml b/.github/workflows/deploy-dagster-cloud.yml index e7756e56..67158eba 100644 --- a/.github/workflows/deploy-dagster-cloud.yml +++ b/.github/workflows/deploy-dagster-cloud.yml @@ -171,6 +171,24 @@ jobs: with: command: "ci set-build-output --location-name=hooli_data_ingest --image-tag=$IMAGE_TAG-hooli-data-ingest" + # Build 'hooli_bi' code location + - name: Build and upload Docker image for hooli_bi + if: steps.prerun.outputs.result != 'skip' + uses: docker/build-push-action@v5 + with: + context: ./hooli-bi + push: true + tags: ${{ env.IMAGE_REGISTRY }}:${{ env.IMAGE_TAG }}-hooli-bi + cache-from: type=gha + cache-to: type=gha,mode=max + + - name: Update build session with image tag for hooli_bi + id: ci-set-build-output-hooli-bi + if: steps.prerun.outputs.result != 'skip' + uses: dagster-io/dagster-cloud-action/actions/utils/dagster-cloud-cli@v0.1.38 + with: + command: "ci set-build-output --location-name=hooli_bi --image-tag=$IMAGE_TAG-hooli-bi" + # Build pipes example container - name: Build and upload Docker image for pipes example if: steps.prerun.outputs.result != 'skip' diff --git a/dagster_cloud.yaml b/dagster_cloud.yaml index a665d46b..44b9a418 100644 --- a/dagster_cloud.yaml +++ b/dagster_cloud.yaml @@ -40,3 +40,10 @@ locations: build: directory: ./hooli-data-ingest registry: 764506304434.dkr.ecr.us-west-2.amazonaws.com/hooli-data-science-prod + + - location_name: hooli_bi + code_source: + package_name: hooli_bi + build: + directory: ./hooli-bi + registry: 764506304434.dkr.ecr.us-west-2.amazonaws.com/hooli-data-science-prod diff --git a/hooli-bi/.dockerignore b/hooli-bi/.dockerignore new file mode 100644 index 00000000..b694934f --- /dev/null +++ b/hooli-bi/.dockerignore @@ -0,0 +1 @@ +.venv \ No newline at end of file diff --git a/hooli-bi/Dockerfile b/hooli-bi/Dockerfile new file mode 100644 index 00000000..19ad4766 --- /dev/null +++ b/hooli-bi/Dockerfile @@ -0,0 +1,23 @@ +# Use a Python image with uv pre-installed +FROM ghcr.io/astral-sh/uv:python3.12-bookworm-slim + +WORKDIR /opt/dagster/app + +# Enable bytecode compilation +ENV UV_COMPILE_BYTECODE=1 +ENV UV_PROJECT_ENVIRONMENT=/usr/local + +# Copy from the cache instead of linking since it's a mounted volume +ENV UV_LINK_MODE=copy + +# Install the project's dependencies using the lockfile and settings +RUN --mount=type=cache,target=/root/.cache/uv \ + --mount=type=bind,source=uv.lock,target=uv.lock \ + --mount=type=bind,source=pyproject.toml,target=pyproject.toml \ + uv sync --frozen --no-install-project --no-dev + +# Then, add the rest of the project source code and install it +# Installing separately from its dependencies allows optimal layer caching +ADD . /opt/dagster/app +RUN --mount=type=cache,target=/root/.cache/uv \ + uv sync --frozen --no-dev \ No newline at end of file diff --git a/hooli-bi/hooli_bi/__init__.py b/hooli-bi/hooli_bi/__init__.py new file mode 100644 index 00000000..6f9274b2 --- /dev/null +++ b/hooli-bi/hooli_bi/__init__.py @@ -0,0 +1 @@ +from hooli_bi.definitions import defs as defs \ No newline at end of file diff --git a/hooli-bi/hooli_bi/assets.py b/hooli-bi/hooli_bi/assets.py new file mode 100644 index 00000000..8b137891 --- /dev/null +++ b/hooli-bi/hooli_bi/assets.py @@ -0,0 +1 @@ + diff --git a/hooli-bi/hooli_bi/definitions.py b/hooli-bi/hooli_bi/definitions.py new file mode 100644 index 00000000..ff66c41a --- /dev/null +++ b/hooli-bi/hooli_bi/definitions.py @@ -0,0 +1,9 @@ +from dagster import Definitions + +from hooli_bi.powerbi_assets import powerbi_assets # noqa: TID252 +from hooli_bi.powerbi_workspace import power_bi_workspace + +defs = Definitions( + assets=[*powerbi_assets], + resources={"power_bi": power_bi_workspace}, +) diff --git a/hooli-bi/hooli_bi/powerbi_assets.py b/hooli-bi/hooli_bi/powerbi_assets.py new file mode 100644 index 00000000..a0588083 --- /dev/null +++ b/hooli-bi/hooli_bi/powerbi_assets.py @@ -0,0 +1,58 @@ +from dagster import AssetKey, AssetSpec, EnvVar, TableSchema, TableColumn +from dagster._core.definitions.asset_spec import replace_attributes, merge_attributes +from dagster_powerbi import ( + load_powerbi_asset_specs, + DagsterPowerBITranslator, + build_semantic_model_refresh_asset_definition, +) +from dagster_powerbi.translator import PowerBIContentData +from hooli_bi.powerbi_workspace import power_bi_workspace + +class MyCustomPowerBITranslator(DagsterPowerBITranslator): + def get_report_spec(self, data: PowerBIContentData) -> AssetSpec: + spec = super().get_report_spec(data) + specs_replaced = replace_attributes( + spec, + description=f"Report link: https://app.powerbi.com/groups/{EnvVar("AZURE_POWERBI_WORKSPACE_ID").get_value()}/reports/{data.properties["id"]}", + group_name="BI", + ) + return merge_attributes(specs_replaced, tags={"core_kpis":""}) + + def get_semantic_model_spec(self, data: PowerBIContentData) -> AssetSpec: + spec = super().get_semantic_model_spec(data) + spec_replaced = replace_attributes( + spec, + description=f"Semantic model link: https://app.powerbi.com/groups/{EnvVar("AZURE_POWERBI_WORKSPACE_ID").get_value()}/datasets/{data.properties["id"]}/details", + group_name="BI", + deps=[AssetKey(path=[dep.asset_key.path[1].upper(), dep.asset_key.path[2]]) for dep in spec.deps], + ) + return merge_attributes(spec_replaced, + metadata={"dagster/column_schema": TableSchema( + columns=[TableColumn( + name=col["name"], + type=col["dataType"]) + for col in data.properties["tables"][0]["columns"]])}, + tags={"core_kpis":""}, + ) + + def get_dashboard_spec(self, data: PowerBIContentData) -> AssetSpec: + spec = super().get_dashboard_spec(data) + return replace_attributes( + spec, + group_name="BI" + ) + + def get_data_source_spec(self, data: PowerBIContentData) -> AssetSpec: + spec = super().get_data_source_spec(data) + return replace_attributes( + spec, + group_name="BI" + ) + +powerbi_assets = [ + build_semantic_model_refresh_asset_definition(resource_key="power_bi", spec=spec) + if spec.tags.get("dagster-powerbi/asset_type") == "semantic_model" + else spec + for spec in load_powerbi_asset_specs( + power_bi_workspace, dagster_powerbi_translator=MyCustomPowerBITranslator, use_workspace_scan=True) +] \ No newline at end of file diff --git a/hooli-bi/hooli_bi/powerbi_workspace.py b/hooli-bi/hooli_bi/powerbi_workspace.py new file mode 100644 index 00000000..afc35516 --- /dev/null +++ b/hooli-bi/hooli_bi/powerbi_workspace.py @@ -0,0 +1,12 @@ +from dagster import EnvVar +from dagster_powerbi import PowerBIWorkspace, PowerBIServicePrincipal + +# Connect using a service principal +power_bi_workspace = PowerBIWorkspace( + credentials=PowerBIServicePrincipal( + client_id=EnvVar("AZURE_POWERBI_CLIENT_ID"), + client_secret=EnvVar("AZURE_POWERBI_CLIENT_SECRET"), + tenant_id=EnvVar("AZURE_POWERBI_TENANT_ID"), + ), + workspace_id=EnvVar("AZURE_POWERBI_WORKSPACE_ID"), +) \ No newline at end of file diff --git a/hooli-bi/hooli_bi_tests/__init__.py b/hooli-bi/hooli_bi_tests/__init__.py new file mode 100644 index 00000000..8b137891 --- /dev/null +++ b/hooli-bi/hooli_bi_tests/__init__.py @@ -0,0 +1 @@ + diff --git a/hooli-bi/hooli_bi_tests/test_assets.py b/hooli-bi/hooli_bi_tests/test_assets.py new file mode 100644 index 00000000..8b137891 --- /dev/null +++ b/hooli-bi/hooli_bi_tests/test_assets.py @@ -0,0 +1 @@ + diff --git a/hooli-bi/pyproject.toml b/hooli-bi/pyproject.toml new file mode 100644 index 00000000..e48a8792 --- /dev/null +++ b/hooli-bi/pyproject.toml @@ -0,0 +1,25 @@ +[project] +name = "hooli_bi" +version = "0.1.0" +description = "Add your description here" +readme = "README.md" +requires-python = ">=3.9,<3.13" +dependencies = [ + "dagster==1.9.0", + "dagster-cloud", + "dagster-powerbi", +] + +[project.optional-dependencies] +dev = [ + "dagster-webserver", + "pytest", +] + +[build-system] +requires = ["setuptools"] +build-backend = "setuptools.build_meta" + +[tool.dagster] +module_name = "hooli_bi.definitions" +code_location_name = "hooli_bi" diff --git a/hooli-bi/setup.cfg b/hooli-bi/setup.cfg new file mode 100644 index 00000000..a413d402 --- /dev/null +++ b/hooli-bi/setup.cfg @@ -0,0 +1,2 @@ +[metadata] +name = hooli_bi diff --git a/hooli-bi/setup.py b/hooli-bi/setup.py new file mode 100644 index 00000000..bda4a078 --- /dev/null +++ b/hooli-bi/setup.py @@ -0,0 +1,12 @@ +from setuptools import find_packages, setup + +setup( + name="hooli_bi", + packages=find_packages(exclude=["hooli_bi_tests"]), + install_requires=[ + "dagster", + "dagster-cloud" + "dagster-powerbi" + ], + extras_require={"dev": ["dagster-webserver", "pytest"]}, +) diff --git a/hooli-bi/uv.lock b/hooli-bi/uv.lock new file mode 100644 index 00000000..4fa62532 --- /dev/null +++ b/hooli-bi/uv.lock @@ -0,0 +1,1828 @@ +version = 1 +requires-python = ">=3.9, <3.13" +resolution-markers = [ + "python_full_version < '3.11'", + "python_full_version == '3.11.*'", + 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os.getenv("SMTP_USERNAME") -SMTP_PASSWORD = os.getenv("SMTP_PASSWORD") - - -context = build_freshness_policy_sensor_context( - sensor_name="test_delay_sensor", - asset_key=AssetKey("test_asset"), - freshness_policy=FreshnessPolicy(maximum_lag_minutes=1), - previous_minutes_late=1, - minutes_late=5 -) - - -with build_resources({ - "email": local_email_alert.configured({ - "smtp_email_to": ["test@test.com"], - "smtp_email_from": "no-reply@test.com" - }) -}) as resources: - resources.email.send_email_alert(context) - -with build_resources({ - "email": ses_email_alert.configured({ - "smtp_host": "email-smtp.us-west-2.amazonaws.com", - "smtp_username": SMTP_USERNAME, - "smtp_password": SMTP_PASSWORD, - "smtp_email_from": "lopp@elementl.com", - "smtp_email_to": ["lopp@elementl.com"] - }) -}) as resources: - resources.email.send_email_alert(context) - - diff --git a/hooli_data_eng/definitions.py b/hooli_data_eng/definitions.py index 1e8ca2ea..c0399ccb 100644 --- a/hooli_data_eng/definitions.py +++ b/hooli_data_eng/definitions.py @@ -1,5 +1,4 @@ from pathlib import Path - from dagster import ( AnchorBasedFilePathMapping, Definitions, @@ -22,7 +21,6 @@ from hooli_data_eng.sensors.watch_s3 import watch_s3_sensor from hooli_data_eng.assets.marketing import avg_orders_freshness_check, min_order_freshness_check, min_order_freshness_check_sensor, check_avg_orders, avg_orders_freshness_check_schedule from hooli_data_eng.assets.dbt_assets import weekly_freshness_check, weekly_freshness_check_sensor - # --------------------------------------------------- # Assets @@ -59,6 +57,7 @@ marketing_assets = load_assets_from_package_module(marketing, group_name="MARKETING") + # --------------------------------------------------- # Definitions @@ -70,7 +69,7 @@ {"max_concurrent": 3} ), assets=link_code_references_to_git_if_cloud( - with_source_code_references([*dbt_assets, *raw_data_assets, *forecasting_assets, *marketing_assets]), + with_source_code_references([*dbt_assets, *raw_data_assets, *forecasting_assets, *marketing_assets,]), file_path_mapping=AnchorBasedFilePathMapping( local_file_anchor=Path(__file__), file_anchor_path_in_repository="hooli_data_eng/definitions.py" @@ -89,3 +88,4 @@ ], jobs=[analytics_job, predict_job, dbt_slim_ci_job], ) + diff --git a/hooli_data_eng/resources/__init__.py b/hooli_data_eng/resources/__init__.py index 0574363d..12083874 100644 --- a/hooli_data_eng/resources/__init__.py +++ b/hooli_data_eng/resources/__init__.py @@ -21,7 +21,6 @@ # from hooli_data_eng.resources.dbt import DbtCli2 as DbtCli # from hooli_data_eng.resources.warehouse import MySnowflakeIOManager as SnowflakePandasIOManager from hooli_data_eng.resources.sensor_file_managers import s3FileSystem, LocalFileSystem -from hooli_data_eng.resources.sensor_smtp import LocalEmailAlert, SESEmailAlert from databricks.sdk import WorkspaceClient from dagster_databricks import PipesDatabricksClient @@ -70,9 +69,6 @@ "pyspark": pyspark_resource, "step_launcher": ResourceDefinition.none_resource(), "monitor_fs": LocalFileSystem(base_dir=file_relative_path(__file__, ".")), - "email": LocalEmailAlert( - smtp_email_to=["data@awesome.com"], smtp_email_from="no-reply@awesome.com" - ), "pipes_databricks_client": ResourceDefinition.none_resource(), "pipes_k8s_client": ResourceDefinition.none_resource(), }, @@ -97,7 +93,6 @@ "monitor_fs": s3FileSystem( region_name="us-west-2", s3_bucket="hooli-demo-branch" ), - "email": ResourceDefinition.none_resource(), "pipes_databricks_client": ResourceDefinition.none_resource(), "pipes_k8s_client": PipesK8sClient(), }, @@ -120,13 +115,6 @@ "pyspark": pyspark_resource, "step_launcher": db_step_launcher, "monitor_fs": s3FileSystem(region_name="us-west-2", s3_bucket="hooli-demo"), - "email": SESEmailAlert( - smtp_host="email-smtp.us-west-2.amazonaws.com", - smtp_email_from="lopp@elementl.com", - smtp_email_to=["lopp@elementl.com"], - smtp_username=EnvVar("SMTP_USERNAME"), - smtp_password=EnvVar("SMTP_PASSWORD"), - ), "pipes_databricks_client": PipesDatabricksClient(client), "pipes_k8s_client": PipesK8sClient(), }, diff --git a/hooli_data_eng/resources/sensor_smtp.py b/hooli_data_eng/resources/sensor_smtp.py deleted file mode 100644 index e65fb527..00000000 --- a/hooli_data_eng/resources/sensor_smtp.py +++ /dev/null @@ -1,129 +0,0 @@ -from dagster import FreshnessPolicySensorContext, ConfigurableResource -from dagster._utils.alert import EMAIL_MESSAGE, send_email_via_ssl -from dagster._core.errors import DagsterInvalidDefinitionError -from typing import Callable, Optional, Sequence -import datetime -import ssl -import smtplib -import os -from typing import List - - -def send_email_via_starttls( - email_from: str, - email_password: str, - email_username: str, - email_to: Sequence[str], - message: str, - smtp_host: str, - smtp_port: int, -): - context = ssl.create_default_context() - with smtplib.SMTP(smtp_host, smtp_port) as server: - server.starttls(context=context) - server.login(email_username, email_password) - server.sendmail(email_from, email_to, message) - - -def _default_delay_email_body(context) -> str: - return "
".join( - [ - f"Asset { context.asset_key } late!", - f"Late by: { context.minutes_late } minutes", - ] - ) - - -def _default_delay_email_subject(context) -> str: - return f"Dagster Asset Late: { context.asset_key }" - - -def send_email_alert( - context: FreshnessPolicySensorContext, - email_from: str, - email_username: str, - email_password: str, - email_to: Sequence[str], - email_body_fn: Callable[ - ["FreshnessPolicySensorContext"], str - ] = _default_delay_email_body, - email_subject_fn: Callable[ - ["FreshnessPolicySensorContext"], str - ] = _default_delay_email_subject, - smtp_host: str = "smtp.gmail.com", - smtp_type: str = "SSL", - smtp_port: Optional[int] = None, -): - email_body = email_body_fn(context) - message = EMAIL_MESSAGE.format( - email_to=",".join(email_to), - email_from=email_from, - email_subject=email_subject_fn(context), - email_body=email_body, - randomness=datetime.datetime.now(), - ) - - if smtp_type == "SSL": - send_email_via_ssl( - email_from, - email_password, - email_to, - message, - smtp_host, - smtp_port=smtp_port or 465, - ) - elif smtp_type == "STARTTLS": - send_email_via_starttls( - email_from, - email_password, - email_username, - email_to, - message, - smtp_host, - smtp_port=smtp_port or 587, - ) - else: - raise DagsterInvalidDefinitionError( - f'smtp_type "{smtp_type}" is not supported.' - ) - -class EmailAlert(ConfigurableResource): - def send_email_alert(self, context): - raise NotImplementedError() - -class SESEmailAlert(EmailAlert): - smtp_host: str - smtp_username: str - smtp_password: str - smtp_email_from: str - smtp_email_to: List[str] - - def send_email_alert(self, context): - - return send_email_alert( - context=context, - email_username=self.smtp_username, - email_from=self.smtp_email_from, - email_to=self.smtp_email_to, - email_password=self.smtp_password, - smtp_host=self.smtp_host, - smtp_type="STARTTLS", - smtp_port=587, - ) - - -class LocalEmailAlert(EmailAlert): - smtp_email_from: str - smtp_email_to: List[str] - - def send_email_alert(self, context): - email_body = _default_delay_email_body(context) - message = EMAIL_MESSAGE.format( - email_to=",".join(self.smtp_email_to), - email_from=self.smtp_email_from, - email_subject=_default_delay_email_subject(context), - email_body=email_body, - randomness=datetime.datetime.now(), - ) - print(message) - return diff --git a/hooli_data_eng/sensors/delayed_asset_alerts.py b/hooli_data_eng/sensors/delayed_asset_alerts.py deleted file mode 100644 index 49fd88d4..00000000 --- a/hooli_data_eng/sensors/delayed_asset_alerts.py +++ /dev/null @@ -1,18 +0,0 @@ -# Removed in Dagster 1.7.0 in favor of asset freshness checks - -# from dagster import FreshnessPolicySensorContext, freshness_policy_sensor, AssetSelection, AssetKey, build_resources, ResourceDefinition, EnvVar -# from hooli_data_eng.resources.sensor_smtp import EmailAlert - -# import os - -# assets_to_monitor = AssetSelection.keys(AssetKey(["MARKETING", "avg_order"])) | AssetSelection.keys(AssetKey(["ANALYTICS", "weekly_order_summary"])) - -# @freshness_policy_sensor(asset_selection=assets_to_monitor) -# def asset_delay_alert_sensor(context: FreshnessPolicySensorContext, email: EmailAlert): -# if context.minutes_late is None or context.previous_minutes_late is None: -# return - -# if context.minutes_late >= 2 and context.previous_minutes_late < 2: -# email.send_email_alert(context) - -# return \ No newline at end of file diff --git a/workspace.yaml b/workspace.yaml index 06d0cdf4..05d6f407 100644 --- a/workspace.yaml +++ b/workspace.yaml @@ -2,10 +2,10 @@ load_from: - python_module: module_name: hooli_data_eng # Example of deploying multiple code locations locally -# - python_module: -# module_name: hooli_demo_assets -# working_directory: hooli-demo-assets/ -# - python_file: hooli_basics/definitions.py -# - python_module: -# module_name: dagster_batch_enrichment -# working_directory: hooli_batch_enrichment/ \ No newline at end of file + # - python_module: + # module_name: hooli_data_ingest + # working_directory: hooli-data-ingest/ +# load bi code location + # - python_module: + # module_name: hooli_bi + # working_directory: hooli-bi/