diff --git a/.circleci/workflows.yml b/.circleci/workflows.yml index bc8e5e95..a05d02fb 100644 --- a/.circleci/workflows.yml +++ b/.circleci/workflows.yml @@ -82,7 +82,7 @@ commands: # common set of commands to run for python projects # currently we run poetry install, black check, and pytest validation with expected 100% coverage # https://github.com/psf/black - # we also run a a project version check via the deploy-cli to make sure pyproject.toml is version bumped as needed + # we also run a a project version check via the df-cli to make sure pyproject.toml is version bumped as needed python_changes_build: parameters: dependency_groups: @@ -101,7 +101,7 @@ commands: poetry run black --check . if [[ ${CIRCLE_BRANCH} != "main-v2" ]] then - poetry run deploy-cli --check-version + poetry run df-cli check-version fi poetry run python -m pytest -vvvs --cov=<> --cov-report term-missing --cov-fail-under=100 <> name: Python Testing and Validation @@ -111,23 +111,7 @@ commands: - run: command: | ../common-utils/common_utils_build.sh - # steps for using deploy-cli to validate flow configs and build steps - prefect_project_build: - steps: - - run: - command: | - poetry run deploy-cli deploy-envs --build-only - poetry run deploy-cli deploy-flows --validate-only - name: Prefect Project Build - # steps for using the deploy-cli to push dockers envs and flows - prefect_project_deploy: - steps: - - run: - command: | - poetry run deploy-cli deploy-envs - poetry run deploy-cli deploy-flows - name: Prefect Project Deploy - # steps for using deploy-cli to validate flow configs and build steps + # steps for using df-cli to validate flow configs and build steps prefect_project_worker_build: steps: - run: @@ -135,7 +119,7 @@ commands: poetry run df-cli process-docker-envs --build-only poetry run df-cli process-flow-specs name: Prefect Project Build - # steps for using the deploy-cli to push dockers envs and flows + # steps for using the df-cli to push dockers envs and flows prefect_project_worker_deploy: steps: - run: @@ -221,7 +205,7 @@ jobs: # notice the use of the base_working_directory parameter working_directory: << pipeline.parameters.base_working_directory >>/common-utils # Collection of steps for building and deploying a data-flows Prefect subproject - # Notice we have configs to control whether we need to perform the deploy-cli steps + # Notice we have configs to control whether we need to perform the df-cli steps prefect_project_changes: parameters: deployment_type: @@ -252,7 +236,7 @@ jobs: - git_checkout - common_utils_wheel_file # run the common_utils_build.sh script on behalf of developer - python_changes_build - - when: # here is conditional to control when and how we run the deploy-cli + - when: # here is conditional to control when and how we run the df-cli condition: << parameters.use_deploy_cli >> steps: - setup_remote_docker: @@ -260,7 +244,6 @@ jobs: - when: condition: << parameters.validate_build_only >> steps: - - prefect_project_build - prefect_project_worker_build - unless: condition: << parameters.validate_build_only >> @@ -268,7 +251,6 @@ jobs: - aws-cli/setup: role-arn: "arn:aws:iam::${AWS_ACCOUNT_ID}:role/data-flows-ci-oidc-role" role-session-name: prefect-flow-deploy - - prefect_project_deploy - prefect_project_worker_deploy - no_op working_directory: << pipeline.parameters.base_working_directory >>/<< parameters.project_folder >> @@ -317,41 +299,41 @@ jobs: workflows: pr_workflow: jobs: - - aws_changes_build: - <<: *not_dev_main_stg_v2 - context: pocket - node_env: development - runner_resource_class: pocket/default-dev - stack_name: prefect-oidc - name: terraform plan oidc dev - - aws_changes_build: - <<: *not_dev_main_stg_v2 - context: pocket - node_env: production - runner_resource_class: pocket/default-prod - stack_name: prefect-oidc - name: terraform plan oidc production + # - aws_changes_build: + # <<: *not_dev_main_stg_v2 + # context: pocket + # node_env: development + # runner_resource_class: pocket/default-dev + # stack_name: prefect-oidc + # name: terraform plan oidc dev + # - aws_changes_build: + # <<: *not_dev_main_stg_v2 + # context: pocket + # node_env: production + # runner_resource_class: pocket/default-prod + # stack_name: prefect-oidc + # name: terraform plan oidc production - prefect_agent_docker: <<: *not_dev_main_stg_v2 name: prefect agent docker build - - aws_changes_build: - <<: *not_dev_main_stg_v2 - context: pocket - node_env: development - runner_resource_class: pocket/default-dev - stack_name: prefect-v2 - name: terraform plan prefect dev - requires: - - terraform plan oidc dev - - aws_changes_build: - <<: *not_dev_main_stg_v2 - context: pocket - node_env: production - runner_resource_class: pocket/default-prod - stack_name: prefect-v2 - name: terraform plan prefect production - requires: - - terraform plan oidc production + # - aws_changes_build: + # <<: *not_dev_main_stg_v2 + # context: pocket + # node_env: development + # runner_resource_class: pocket/default-dev + # stack_name: prefect-v2 + # name: terraform plan prefect dev + # requires: + # - terraform plan oidc dev + # - aws_changes_build: + # <<: *not_dev_main_stg_v2 + # context: pocket + # node_env: production + # runner_resource_class: pocket/default-prod + # stack_name: prefect-v2 + # name: terraform plan prefect production + # requires: + # - terraform plan oidc production - common_utils_changes_build: <<: *not_dev_main_stg_v2 - prefect_project_changes: @@ -365,58 +347,58 @@ workflows: - common_utils_changes_build dev_workflow: jobs: - - aws_changes_build: - <<: *only_dev_v2 - context: pocket - node_env: development - runner_resource_class: pocket/default-dev - stack_name: prefect-oidc - apply_stack: true - name: terraform apply oidc dev + # - aws_changes_build: + # <<: *only_dev_v2 + # context: pocket + # node_env: development + # runner_resource_class: pocket/default-dev + # stack_name: prefect-oidc + # apply_stack: true + # name: terraform 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+ # <<: *only_main_v2 + # context: pocket + # node_env: production + # runner_resource_class: pocket/default-prod + # stack_name: prefect-oidc + # apply_stack: true + # name: terraform apply oidc production - prefect_agent_docker: <<: *only_main_v2 context: pocket-oidc-prod push_image: true name: prefect agent docker push - requires: - - terraform apply oidc production - - aws_changes_build: - <<: *only_main_v2 - context: pocket - node_env: production - runner_resource_class: pocket/default-prod - stack_name: prefect-v2 - apply_stack: true - name: terraform apply prefect production - requires: - - prefect agent docker push + # requires: + # - terraform apply oidc production + # - aws_changes_build: + # <<: *only_main_v2 + # context: pocket + # node_env: production + # runner_resource_class: pocket/default-prod + # stack_name: prefect-v2 + # apply_stack: true + # name: terraform apply prefect production + # requires: + # - prefect agent docker push - common_utils_changes_build: <<: 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+++ b/common-utils/src/common/cloud/gcp_utils.py @@ -2,15 +2,10 @@ from pathlib import Path from typing import Optional +from common.settings import CS, NestedSettings, SecretSettings, get_cached_settings from prefect.blocks.fields import SecretDict from prefect_gcp import GcpCredentials -from common.settings import ( - NestedSettings, - SecretSettings, - get_cached_settings, -) - class GcpCredSettings(NestedSettings): """Nested Settings model for GCP (Google Cloud Platform) @@ -63,6 +58,11 @@ def __init__(self, **data): data["service_account_file"] = xs super().__init__(**data) + @property + def staging_bucket(self) -> str: + env_map = {"dev": "dev", "production": "prod"} + return f"pocket-prefect-stage-{env_map[CS.dev_or_production]}" + class MozGcpCredentialsV2(GcpCredentials): """Mozilla GcpCrentials model with service account diff --git a/common-utils/src/common/deployment/__init__.py b/common-utils/src/common/deployment/__init__.py index fe30bb1a..e69de29b 100644 --- a/common-utils/src/common/deployment/__init__.py +++ b/common-utils/src/common/deployment/__init__.py @@ -1,798 +0,0 @@ -"""Deployment utilities module with tools for Prefect CI/CD""" -import glob -import json -import logging -import os -import shlex -import sys -from importlib.machinery import SourceFileLoader -from pathlib import Path -from subprocess import PIPE, STDOUT, Popen -from typing import Any, Literal, Optional - -import toml -from prefect import Flow -from prefect.server.schemas.schedules import CronSchedule -from pydantic import ( - BaseModel, - DirectoryPath, - FilePath, - PrivateAttr, - StrictStr, - conint, -) -from pydantic.error_wrappers import ValidationError -from slugify import slugify - -# Create logger for module -LOGGER_NAME = __name__ -LOGGER = logging.getLogger(LOGGER_NAME) - -# script path for referencing bash scripts -SCRIPT_PATH = os.path.dirname(os.path.realpath(__file__)) - -# config for deploying task definitions and flows -DEPLOYMENT_TYPE = os.getenv("POCKET_PREFECT_DEPLOYMENT_TYPE", "dev").lower() -GIT_SHA = os.getenv("CIRCLE_SHA1", "dev")[0:7] -AWS_REGION = os.getenv("DEFAULT_AWS_REGION", "us-east-1").lower() -AWS_SUBNETS = os.getenv("POCKET_AWS_SUBNETS", "[]") -AWS_SECURITY_GROUPS = os.getenv("POCKET_AWS_SECURITY_GROUPS", "[]") -AWS_VPC_ID = os.getenv("POCKET_AWS_VPC_ID") -PROJECT_ROOT = Path(os.getcwd()).parts[-1] -PYPROJECT_FILE_PATH = os.path.expanduser(os.path.join(os.getcwd(), "pyproject.toml")) - - -def run_command(command: str) -> str: - """Helper function to execute shell commands. - Provides stream logging of stdout and returns the last line - for return values from scripts. - - Args: - command (str): Shell command to run. - - Raises: - Exception: Throws when exit code is not zero. - - Returns: - str: Last line from stdout. - """ - line = "Running Shell Command..." - with Popen( - command, stdout=PIPE, stderr=STDOUT, shell=True, executable="/bin/bash" - ) as sub_process: - for raw_line in iter(sub_process.stdout.readline, b""): # type: ignore - line = raw_line.decode("utf-8").rstrip() - LOGGER.info(line) - - sub_process.wait() - if sub_process.returncode: - msg = "Command failed with exit code {}".format( - sub_process.returncode, - ) - LOGGER.error(msg) - raise Exception(f"Shell Command Failed with last line: {line}!") - return line - - -def standard_slugify(string: str) -> str: - """Helper function to create dash slugified strings. - - Args: - string (str): String to slugify. - - Returns: - str: Slugified string. - """ - return slugify(string, separator="-").lower() - - -# model for pyproject metadata -class PyProjectMetadata(BaseModel): - """Model to call namespaced metadata""" - - project_name: str - prefect_flows_folder: str - docker_envs: dict - - -# creating and running a helper function to extract project metadata. -def get_pyproject_metadata() -> PyProjectMetadata: - """Produce a PyProjectMetadata object from the pyproject.toml file. - - Returns: - PyProjectMetadata: Model containing the pyproject metadata. - """ - with open(PYPROJECT_FILE_PATH) as t: - config = toml.load(t) - project_name = standard_slugify(config["tool"]["poetry"]["name"]) - prefect_flows_folder = config["tool"].get("prefect", {}).get("flows_folder", "src") - docker_envs = config["tool"].get("prefect", {"envs": {}})["envs"] - return PyProjectMetadata( - project_name=project_name, - prefect_flows_folder=prefect_flows_folder, - docker_envs=docker_envs, - ) - - -def create_image_name_str(project_name: str, env_name: str, python_version: str) -> str: - """Helper function to create image name to enable resuability. - - Args: - env_name (str): Slugified Docker env name. - python_version (str): Python version. - - Returns: - str: _description_ - """ - return f"{project_name}-{standard_slugify(env_name)}-py-{python_version}" - - -def get_aws_account_id(session: object) -> str: - """Helper function to get current AWS account id - using session object. - - Returns: - str: Accout id as string. - """ - sts = session.client("sts") # type: ignore - return sts.get_caller_identity()["Account"] - - -def get_flow_folder(flow_path: Path) -> str: - """Helper function to create a slugified string from the flow folder. - Data flows are meant to be a Python file at the root of a 'flow folder'. - We use this slugified name for naming flows in Prefect. - - Args: - flow_path (Path): Path object for relative path of Python flow file. - - Returns: - str: Slugified string from flow folder. - """ - return standard_slugify(flow_path.parts[-2:-1][0]) - - -class FlowDockerEnv(BaseModel): - """Model that represents a Prefect Docker environment.""" - - env_name: StrictStr - dockerfile_path: FilePath - python_version: Literal["3.10"] - docker_build_context: DirectoryPath = Path(".") - project_name: StrictStr - _image_name: str = PrivateAttr() - - def build_image(self) -> None: - """Build a docker image using model attributes.""" - # get proper image name and set instance private attr - image_name = create_image_name_str( - self.project_name, self.env_name, self.python_version - ) - self._image_name = image_name - # build more args and run image build - dockerfile_path = self.dockerfile_path - python_version = self.python_version - docker_build_context = self.docker_build_context - run_command( - shlex.join( - [ - f"{SCRIPT_PATH}/build_image.sh", - image_name, - str(dockerfile_path), - python_version, - str(docker_build_context), - ] - ) - ) - - def push_image(self) -> str: - """Push built image to ECR - - Returns: - str: Pushed ECR image name. - """ - # only need AWS SDK on deployment - from boto3 import session - - init_session = session.Session() - account_id = get_aws_account_id(init_session) - image_name = self._image_name - # push image to ECR using stored image name and AWS account id - pushed_image = run_command( - shlex.join([f"{SCRIPT_PATH}/push_image.sh", image_name, account_id]) - ) - return pushed_image - - -class ProjectEnvs(BaseModel): - """Model that represents the project environment. - This will store the list of docker envs to build and push. - The pyproject.toml configuration is used here. - """ - - docker_envs: list[FlowDockerEnv] - pyproject_metadata: PyProjectMetadata - - def _push_environments(self, build_only: bool = False) -> None: - """Build and optionally push ECR Image. - - Args: - build_only (bool, optional): _description_. Defaults to False. - """ - for env in self.docker_envs: - env.build_image() - if not build_only: - env.push_image() - - def process(self, build_only: bool = False) -> None: - """Method to run project envs workflow - - Args: - build_only (bool, optional): Swtich to pass to methods. Defaults to False. - """ - self._push_environments(build_only) - - -class FlowEnvar(BaseModel): - """Model used to define an ECS Task envar that - either sources from Secrets Manager or is plain text. - If a secret, the value must be only the secret name and not the full ARN. - The deployment process will create the ARN for you. - - Plain text would be a create use case for "EXTRA_PIP_PACKAGES" - described here: https://docs.prefect.io/latest/concepts/infrastructure/#installing-extra-dependencies-at-runtime. - """ - - envar_name: StrictStr - envar_value: StrictStr - - -class FlowDeployment(BaseModel): - """Model that describes an abstracted flow deployment.""" - - deployment_name: str - """"Name of the deployment, which will show as flow-name/deployment-name""" - cpu: str = "256" - """CPU amount that this deployment's flow runs should use.""" - memory: str = "512" - """Memory amount that this deployment's flow runs should use.""" - parameters: dict[str, Any] = {} - """Dictionary of parameter values to pass to this deployment's flow runs.""" - schedule: Optional[CronSchedule] - """Schedule configuration for this deployment using Prefect Cron Schedule.""" - envars: list[FlowEnvar] = [] - """List of plain text environment variables to pass to task run overrides""" - - def _get_schedule_arg(self): - """Helper function to translate Prefect Schedule Cron Object - into a command line argument. - - Returns: - str: Command line argument to use for setting the deployment's schedule. - """ - schedule = self.schedule - extra_flags = [] - - # we should only schedule for main flows - if not DEPLOYMENT_TYPE == "main": - return "" - else: - if not schedule: - return "" - else: - if tz := schedule.timezone: - tz_flag = ["--timezone", tz] - extra_flags.extend(tz_flag) - cron_flags = ["--cron", schedule.cron] - cron_flags.extend(extra_flags) - return shlex.join(cron_flags) - - def push_deployment( - self, - project_name: str, - infrastructure: str, - flow_path: Path, - flow_function_name: str, - flow_name: str, - pythonpath_addition: str, - base_envars: dict, - ) -> None: - """This method will push a Prefect deployment to Prefect - using the deployment cli. - - Args: - storage_block_path (str): Remote storage block path to use for flow files. - infrastructure (str): ECS Task block name to use for the flow - execution environment. - flow_path (Path): Relative path to the flow python file. - flow_function_name: (str): Name of the flow function to deploy. - flow_name: (str): Properly enforced flow name for deployment. - pythonpath_addition (str): fully qualified flows folder path. - base_envars (dict): global envar defaults to pass to deployment. - - """ - # start building the cli arguments - deployment_name = f"{standard_slugify(self.deployment_name)}-{DEPLOYMENT_TYPE}" - flow_file_name = flow_path.name - task_customizations = [ - { - "op": "add", - "path": "/overrides/cpu", - "value": self.cpu, - }, - { - "op": "add", - "path": "/overrides/memory", - "value": self.memory, - }, - { - "op": "add", - "path": "/networkConfiguration/awsvpcConfiguration/subnets", - "value": json.loads(AWS_SUBNETS), - }, - { - "op": "add", - "path": "/networkConfiguration/awsvpcConfiguration/securityGroups", - "value": json.loads(AWS_SECURITY_GROUPS), - }, - { - "op": "add", - "path": "/networkConfiguration/awsvpcConfiguration/assignPublicIp", - "value": "DISABLED", - }, - ] - deployment_envars = {x.envar_name: x.envar_value for x in self.envars} - base_envars.update(deployment_envars) - env_overrides = " ".join( - [ - "--override " + shlex.quote(f"env.{k}={v}") - for k, v in base_envars.items() - ] - ) - task_overrides = ( - f"""--override task_customizations='{json.dumps(task_customizations)}'""" - ) - overrides = env_overrides + " " + task_overrides - schedule = self._get_schedule_arg() - # envars here are used for local testing purposes - infra_arg = os.getenv( - "POCKET_PREFECT_INFRASTRUCTURE_BLOCK", f"-ib ecs-task/{infrastructure}" - ) - github_block = os.getenv( - "POCKET_PREFECT_GITHUB_BLOCK", f"data-flows-{DEPLOYMENT_TYPE}" - ) - project_root_flow_path = f"{PROJECT_ROOT}/{flow_path.parent}" - # run deployment cli using helper function - # adding flows folder to PYTHONPATH during deployment - run_command( - f"""export POCKET_PREFECT_FLOW_NAME={shlex.quote(flow_name)} && \\ - export PYTHONPATH={shlex.quote(pythonpath_addition)} && \\ - pushd {shlex.quote("../")} && \\ - prefect deployment build {shlex.quote(f'{project_root_flow_path}/{flow_file_name}:{flow_function_name}')} \\ - -n {shlex.quote(deployment_name)} \\ - -sb {shlex.quote(f'github/{github_block}/{project_root_flow_path}')} \\ - {shlex.join(shlex.split(infra_arg))} \\ - {shlex.join(shlex.split(overrides))} \\ - -q {shlex.quote('prefect-v2-queue-' + DEPLOYMENT_TYPE)} \\ - -v {shlex.quote(GIT_SHA)} \\ - {shlex.join(['--params', json.dumps(self.parameters)])} \\ - -t {shlex.quote(project_name)} -t {shlex.quote(get_flow_folder(flow_path))} -t {shlex.quote(DEPLOYMENT_TYPE)} \\ - -a \\ - {schedule} --skip-upload && \\ - popd""" # noqa: E501 - ) - - LOGGER.info( - f"Deployment: {deployment_name} for flow: " - f"{flow_path} applied successfully..." - ) - - -class FlowSpec(BaseModel): - """This is the object we use to deploy a flow.""" - - flow: Flow - """Flow funciton object.""" - secrets: list[FlowEnvar] = [] - """List of secrets as FlowEnvar objects to pass to task definition. - These should only be the secret names and not full arn.""" - envars: list[FlowEnvar] = [] - """List of global envars as FlowEnvar objects to pass to task definition. - Any deployment envars that share the same key will be overriden.""" - docker_env: StrictStr - """docker environment name from pyproject.toml, which is the - key name in '[tool.prefect.envs.<>]'""" - ephemeral_storage_gb: conint(gt=20, lt=201) = 21 # type: ignore - deployments: list[FlowDeployment] = [] - is_agent: bool = True - - class Config: - arbitrary_types_allowed = True - - def __init__(self, **data): - """Set the flow name on deployment.""" - super().__init__(**data) - if x := os.getenv("POCKET_PREFECT_FLOW_NAME"): - self.flow.name = x - - def _handle_task_definition( - self, account_id: str, ecs_client: object, slugified_flow_name: str - ) -> str | None: - """Register Task Defintition with AWS ECS as needed based on changes. - - Args: - account_id (str): AWS account id - ecs_client (object): valid ecs client - slugified_flow_name (str): slugified flow name for naming - of task definition and block - - Returns: - str: New or existing Task Definition ARN. - """ - # set up default return value register flag - # evaluations will set register to True as needed - register = False - final_task_def_arn = None - # start building the task definition elements from FlowSpec and globals - # these values plus other defaults will be the basis for task def diff analysis - task_name = f"{slugified_flow_name}-{DEPLOYMENT_TYPE}" - image_name = f"{account_id}.dkr.ecr.{AWS_REGION}.amazonaws.com/data-flows-prefect-v2-envs:{self.docker_env}-{GIT_SHA}" # noqa: E501 - task_role_arn = f"arn:aws:iam::{account_id}:role/data-flows-prefect-{DEPLOYMENT_TYPE}-task-role" # noqa: E501 - execution_role_arn = f"arn:aws:iam::{account_id}:role/data-flows-prefect-{DEPLOYMENT_TYPE}-exec-role" # noqa: E501 - secrets = [ - { - "name": i.envar_name, - "valueFrom": f"arn:aws:secretsmanager:{AWS_REGION}:{account_id}:secret:{i.envar_value}", # noqa: E501 - } - for i in self.secrets - ] - ephemeral_storage = self.ephemeral_storage_gb - default_cpu = "256" - default_memory = "512" - default_container_name = "prefect" - - # set the compare keys - # these are used to determine if we need a new task definition registered or not - task_def_compare_keys = [ - "taskRoleArn", - "executionRoleArn", - "requiresCompatibilities", - "cpu", - "memory", - "ephemeralStorage", - "volumes", - ] - - container_def_compare_keys = [ - "image", - "environment", - "secrets", - "logConfiguration", - "mountPoints", - ] - - # create our new or initial version of the task definition - new_task_def_dict = { - "family": task_name, - "taskRoleArn": task_role_arn, - "executionRoleArn": execution_role_arn, - "networkMode": "awsvpc", - "containerDefinitions": [ - { - "name": default_container_name, - "image": image_name, - "environment": [ - {"name": "DF_CONFIG_DEPLOYMENT_TYPE", "value": DEPLOYMENT_TYPE}, - ], - "secrets": secrets, - "logConfiguration": { - "logDriver": "awslogs", - "options": { - "awslogs-create-group": "true", - "awslogs-group": default_container_name, - "awslogs-region": AWS_REGION, - "awslogs-stream-prefix": task_name, - }, - }, - "mountPoints": [ - { - "sourceVolume": "prefect-scratch", - "containerPath": "/var/prefect-scratch", - } - ], - } - ], - "requiresCompatibilities": [ - "FARGATE", - ], - "cpu": default_cpu, - "memory": default_memory, - "ephemeralStorage": {"sizeInGiB": ephemeral_storage}, - "volumes": [ - { - "name": "prefect-scratch", - } - ], - } - # check to see if we have any registered task definitions - task_def_arns = ecs_client.list_task_definitions( # type: ignore - familyPrefix=task_name, maxResults=5 - ) - # if we have some then we treat as an existing task definition and start diff - if task_def_arns["taskDefinitionArns"]: - current_task_def_response = ecs_client.describe_task_definition( # type: ignore # noqa: E501 - taskDefinition=task_name - ) - current_task_def = current_task_def_response["taskDefinition"] - final_task_def_arn = current_task_def["taskDefinitionArn"] - # if any of our top level keys have changed we mark as "register = True" - if not all( - new_task_def_dict.get(key) == current_task_def.get(key) - for key in task_def_compare_keys - ): - LOGGER.info( - f"Task definition state has changed for {task_name}," - "registering new definition..." - ) - register = True - # if any container definition keys have changed we mark as "register = True" - elif not all( - new_task_def_dict.get("containerDefinitions", [{}])[0].get(key) - == current_task_def.get("containerDefinitions", [{}])[0].get(key) - for key in container_def_compare_keys - ): - LOGGER.info( - f"Task definition state has changed for {task_name}, " - "registering new definition..." - ) - register = True - # if no registered arns, we treat as brand new and mark "register = True" - else: - LOGGER.info( - f"Task definition not registered for {task_name}, " - "registering new definition..." - ) - register = True - # if "register = True" we register a task definition - if register: - response = ecs_client.register_task_definition( # type: ignore - **new_task_def_dict - ) - final_task_def_arn = response["taskDefinition"]["taskDefinitionArn"] - else: - LOGGER.info( - f"Task definition state has not changed {task_name}, " - "new revision not needed..." - ) - # this will return the current or newly registered task definition version arn - return final_task_def_arn - - def _create_ecs_task_block( - self, account_id: str, ecs_client: object, slugified_flow_name: str - ) -> str: - """This method will create the ECS Task block as supported by common-utils. - - Args: - account_id (str): AWS account id - ecs_client (object): valid ecs client - slugified_flow_name (str): slugified flow name for naming - of task definition and block - - Returns: - str: block name for use in deployment - """ - # we only need prefect_aws when deploying the Block - from prefect_aws.ecs import ECSTask - - # create Prefect ECSTask Block - # we are using a predefined task definition - # also turing off any additional handling of task definition in ECSTask methods - block_name = f"{slugified_flow_name}-{DEPLOYMENT_TYPE}" - ecs_block = ECSTask( - name=block_name, - task_definition_arn=self._handle_task_definition( - account_id, ecs_client, slugified_flow_name - ), - cluster=f"prefect-v2-agent-{DEPLOYMENT_TYPE}", - launch_type="FARGATE", - allow_task_definition_registration=False, - vpc_id=AWS_VPC_ID, - ) # type: ignore - result = ecs_block.save(block_name, overwrite=True) - LOGGER.info(f"ECS Task Block {block_name} has been pushed with id {result}...") - return block_name - - def push_deployments( - self, - flow_path: Path, - pyproject_metadata: PyProjectMetadata, - account_id: str, - ecs_client: object, - pythonpath_addition: str, - ): - """Method for processing the flows deployments. - - Args: - so that we can leverage the project's filesystem. - flow_path (Path): Path object for file name pf flow file. - - Args: - flow_path (Path): Path object for file name of flow file. - pyproject_metadata (PyProjectMetadata): metadata from pyproject.toml - account_id (str): AWS account id - ecs_client (object): valid ecs client - pythonpath_addition (str): fully qualified flows folder path - """ - - # init private attrs that are needed downstream - project_name = pyproject_metadata.project_name - slugified_fn_name = standard_slugify(self.flow.fn.__name__) - # set flow name to "// - flow_name = f"{project_name}.{get_flow_folder(flow_path)}.{slugified_fn_name}" - - # update docker_env to proper image name - orig_docker_env = self.docker_env - docker_envs = pyproject_metadata.docker_envs - self.docker_env = create_image_name_str( - project_name, - orig_docker_env, - docker_envs[orig_docker_env]["python_version"], - ) - - # create base envar dictionary to pass to deployment - base_envars = {x.envar_name: x.envar_value for x in self.envars} - - # process deployments - # create ECS task definition and Prefect Block - slugified_flow_name = standard_slugify(flow_name) - # ignore ECS handling if POCKET_PREFECT_INFRASTRUCTURE_BLOCK envar exists - if not os.getenv("POCKET_PREFECT_INFRASTRUCTURE_BLOCK"): - ecs_block_name = self._create_ecs_task_block( - account_id, ecs_client, slugified_flow_name - ) - else: - ecs_block_name = "overridden" - LOGGER.info(f"Using ECS Block: {ecs_block_name}...") - # loop through deployments and push - for d in self.deployments: - d.push_deployment( - project_name, - ecs_block_name, - flow_path, - self.flow.fn.__name__, - flow_name, - pythonpath_addition, - base_envars, - ) - - -class PrefectProject(BaseModel): - """Model used for fetching the project configuration to deploy envs and flows.""" - - _pyproject_metadata: PyProjectMetadata = PrivateAttr() - _project_docker_envs: list[FlowDockerEnv] = PrivateAttr() - _prefect_flows_folder: DirectoryPath = PrivateAttr() - - def __init__(self, **data) -> None: - """Set the private fields on intansiation.""" - super().__init__(**data) - # pull the pyproject.toml data needed for processing - self._pyproject_metadata = get_pyproject_metadata() - pyproject_metadata = self._pyproject_metadata - # create default list for docker envs - self._project_docker_envs = [] - envs = self._project_docker_envs - # add validated docker envs to private attr - for k, v in pyproject_metadata.docker_envs.items(): - env = FlowDockerEnv( - env_name=k, project_name=self._pyproject_metadata.project_name, **v - ) - envs.append(env) - self._prefect_flows_folder = Path(pyproject_metadata.prefect_flows_folder) - - def process_project_docker_envs(self, build_only: bool = False) -> None: - """Method to process project docker envs from the project's - pyproject.toml - - Args: - build_only (bool, optional): Whether to run docker build only. - Defaults to False. - """ - envs = self._project_docker_envs - # create ProjectEnvs model from private attributes - project_docker_envs = ProjectEnvs( - docker_envs=envs, pyproject_metadata=self._pyproject_metadata - ) - # build and/or push the docker envs - project_docker_envs.process(build_only) - - def process_project_flows(self, validate_only: bool = False) -> None: - """Method to process project flows using the path from the project's - pyproject.toml - - Args: - validate_only (bool, optional): If set to True, we will only - validate the FLOW_SPEC model. Defaults to False. - - Raises: - Exception: Exception will thrown for bad FLOW_SPEC definitions. - """ - # account_id and ecs client is only populated on deployment - # need default values for validation to work and prevent unbound variables - account_id = "" - ecs_client = object() - flows_path = self._prefect_flows_folder - # setup to aggregate errors for raising at the end as needed - flow_errors = [] - missing_flow_specs = [] - # this is the deployment path - if not validate_only: - # command type used for DRY logging - command_type = "deployment" - if not os.getenv("POCKET_PREFECT_INFRASTRUCTURE_BLOCK"): - # only need AWS for deployment - # and if POCKET_PREFECT_INFRASTRUCTURE_BLOCK does not exist - # single account_id and ecs client for entire deployment workflow - from boto3 import session - - init_session = session.Session() - account_id = get_aws_account_id(init_session) - ecs_client = init_session.client("ecs") - - else: - # set command type to validation to skip deployment - command_type = "validation" - # add flows path to pythonpath for interproject shared libs - pythonpath_addition = os.path.expanduser(os.path.join(os.getcwd(), flows_path)) - sys.path.append(pythonpath_addition) - # loop through list of all files that end with "_flow.py" - for name in glob.glob(os.path.join(flows_path, "**/*_flow.py"), recursive=True): - path_object = Path(name) - file_name = path_object.name - mod = file_name.split(".")[0] - LOGGER.info(f"Running {command_type} for flow: {mod} at path: {name}...") - try: - # load FLOW_SPEC global from file - x = SourceFileLoader(mod, name).load_module().FLOW_SPEC - if not x.is_agent: - continue - # validate docker env is registered in pyproject.toml - if x.docker_env not in self._pyproject_metadata.docker_envs.keys(): - raise ValueError( - "Docker env does not exist in pyproject.toml. " - "It must be the key name in a " - "'[tool.prefect.envs.]' configuration." - ) - # only run deployment when validate_only is False - if not validate_only: - x.push_deployments( - path_object, - self._pyproject_metadata, - account_id, - ecs_client, - pythonpath_addition, - ) - # catch errors and aggregate into groups for logging and raising - except AttributeError as e: - LOGGER.info(e) - LOGGER.info(f"Flow {mod} does not have a FLOW_SPEC defined!") - missing_flow_specs.append(mod) - except (ValidationError, ValueError) as e: - LOGGER.error(e) - LOGGER.error(f"FLOW_SPEC for {mod} is not properly defined!") - flow_errors.append(mod) - except Exception as e: - LOGGER.error(e) - flow_errors.append(mod) - if missing_flow_specs: - LOGGER.info( - f"The following flows are missing FLOW_SPEC " - f"defintions: {missing_flow_specs}" - ) - LOGGER.info("This is assumed as expected and will not throw an Exception.") - if flow_errors: - raise Exception(f"The following flows failed {command_type}: {flow_errors}") - LOGGER.info( - f"All flows with proper FLOW_SPEC definitions " - f"have completed {command_type} successfully!" - ) diff --git a/common-utils/src/common/deployment/build_image.sh b/common-utils/src/common/deployment/build_image.sh deleted file mode 100755 index 64823714..00000000 --- a/common-utils/src/common/deployment/build_image.sh +++ /dev/null @@ -1,12 +0,0 @@ -#!/usr/bin/env bash - -# Bash script for building docker image from path and context - -set -e - -IMAGE_NAME=${1} -DOCKERFILE_PATH=${2} -PYTHON_VERSION=${3} -DOCKER_BUILD_CONTEXT=${4} - -docker build -t ${IMAGE_NAME} -f ${DOCKERFILE_PATH} --platform linux/amd64 --build-arg PYTHON_VERSION=${PYTHON_VERSION} ${DOCKER_BUILD_CONTEXT} \ No newline at end of file diff --git a/common-utils/src/common/deployment/check_version.py b/common-utils/src/common/deployment/check_version.py deleted file mode 100644 index 6851901a..00000000 --- a/common-utils/src/common/deployment/check_version.py +++ /dev/null @@ -1,80 +0,0 @@ -import os -from pathlib import Path - -from common.deployment import LOGGER, run_command - - -def get_poetry_version(): - version_data = run_command("poetry version") - return version_data.strip().split() - - -def get_main_version_tag(): - dir_name = Path(os.getcwd()).name - try: - tag_data = run_command( - f""" - set -e - rm -rf /tmp/{dir_name} - mkdir -p /tmp/{dir_name} - curl -o /tmp/{dir_name}/pyproject.toml https://raw.githubusercontent.com/Pocket/data-flows/main-v2/{dir_name}/pyproject.toml - poetry version -C /tmp/{dir_name} - """ - ) - return tag_data.strip().split() - except Exception as e: - if "Invalid TOML file" in str(e): - with open(f"/tmp/{dir_name}/pyproject.toml") as f: - data = f.read() - if "404: Not Found" in data: - LOGGER.info("no existing project...") - LOGGER.info("returning 0.0.0 as version...") - return "new-project 0.0.0".strip().split() - raise Exception(str(e)) - else: - raise Exception(str(e)) - - -def version_compare(v1, v2): - # This will split both the versions by '.' - arr1 = v1.split(".") - arr2 = v2.split(".") - n = len(arr1) - m = len(arr2) - - # converts to integer from string - arr1 = [int(i) for i in arr1] - arr2 = [int(i) for i in arr2] - - # compares which list is bigger and fills - # smaller list with zero (for unequal delimeters) - if n > m: - for i in range(m, n): - arr2.append(0) - elif m > n: - for i in range(n, m): - arr1.append(0) - - # returns 1 if version 1 is bigger and -1 if - # version 2 is bigger and 0 if equal - for i in range(len(arr1)): - if arr1[i] > arr2[i]: - return True - elif arr2[i] > arr1[i]: - return False - return False - - -def main(): - new_version = tuple(get_poetry_version())[1] - current_version = tuple(get_main_version_tag())[1] - v1 = new_version - v2 = current_version - if not version_compare(v1, v2): - raise Exception(f"{v1} is not bigger than {v2}, please bump version.") - else: - LOGGER.info(f"{v1} is bigger than {v2}...version check passed.") - - -if __name__ == "__main__": - main() diff --git a/common-utils/src/common/deployment/cli.py b/common-utils/src/common/deployment/cli.py deleted file mode 100644 index 7473600d..00000000 --- a/common-utils/src/common/deployment/cli.py +++ /dev/null @@ -1,88 +0,0 @@ -"""Deployment CLI for executing CI/CD workflows""" -import logging -import sys -from argparse import ArgumentParser, Namespace, RawTextHelpFormatter - -from common.deployment import LOGGER_NAME, PrefectProject -from common.deployment.check_version import main as cv - -# Get deployment logger and setup logging config -CLI_LOGGER = logging.getLogger(LOGGER_NAME) -logging.getLogger("prefect") -CLI_LOGGER.setLevel("DEBUG") -CLI_LOGGER.propagate = False -log_format = logging.Formatter( - "[%(asctime)s] [%(levelname)s] [%(name)s] [%(funcName)s():%(lineno)s] %(message)s" -) -log_stream = logging.StreamHandler(sys.stdout) -log_stream.setFormatter(log_format) -CLI_LOGGER.addHandler(log_stream) - - -def parse_args(args: list[str]) -> Namespace: - """Basic CLI setup for running deployment utils as needed. - - Args: - args (list[str]): List of args passed from cli execution. - - Returns: - Namespace: parsed args object - """ - parser = ArgumentParser( - description="""basic CLI setup for running deployment utils as needed. - """, - formatter_class=RawTextHelpFormatter, - ) - subparsers = parser.add_subparsers( - title="subcommands", - help=( - "these are the subcommands to use for " - "deploying flows and environments as needed" - ), - metavar="", - dest="subparser_name", - ) - deploy_envs = subparsers.add_parser( - "deploy-envs", - help=( - "use this command to deploy the docker envs " - "configured in your pyproject.toml" - "this will also deploy your project's filesystem." - ), - ) - deploy_envs.add_argument( - "--build-only", - action="store_true", - help="set this flag to only run Docker build.", - ) - deploy_flows = subparsers.add_parser( - "deploy-flows", - help=( - "use this command to deploy flows from the " - "flows_folder configured in your pyproject.toml" - ), - ) - deploy_flows.add_argument( - "--validate-only", - action="store_true", - help="set this flag to only validate flow specs.", - ) - # add version check functionality - parser.add_argument( - "--check-version", - action="store_true", - help="Do a version check against main-v2 for current project.", - ) - return parser.parse_args(args) - - -def main() -> None: - """Main function for operationalizing CLI""" - p = PrefectProject() - parsed = parse_args(sys.argv[1:]) - if parsed.subparser_name == "deploy-envs": - p.process_project_docker_envs(parsed.build_only) - elif parsed.subparser_name == "deploy-flows": - p.process_project_flows(parsed.validate_only) - elif parsed.check_version: - cv() diff --git a/common-utils/src/common/deployment/push_image.sh b/common-utils/src/common/deployment/push_image.sh deleted file mode 100755 index 55defc1f..00000000 --- a/common-utils/src/common/deployment/push_image.sh +++ /dev/null @@ -1,18 +0,0 @@ -#!/usr/bin/env bash - -# Bash script for pushing image to ECR - -set -e - -IMAGE_NAME=${1} -ACCOUNT_ID=${2} - -DOCKER_BASE_URL=${ACCOUNT_ID}.dkr.ecr.${AWS_DEFAULT_REGION}.amazonaws.com -GIT_SHA="${CIRCLE_SHA1:=dev}" -IMAGE_TAG=${GIT_SHA:0:7} -ECR_IMAGE_NAME=${DOCKER_BASE_URL}/data-flows-prefect-v2-envs:${IMAGE_NAME}-${IMAGE_TAG} - -aws ecr get-login-password --region ${AWS_DEFAULT_REGION} | docker login --username AWS --password-stdin ${DOCKER_BASE_URL} -docker tag ${IMAGE_NAME}:latest ${ECR_IMAGE_NAME} -docker push ${ECR_IMAGE_NAME} -echo $ECR_IMAGE_NAME \ No newline at end of file diff --git a/common-utils/src/common/deployment/worker/__init__.py b/common-utils/src/common/deployment/worker/__init__.py index a936e72e..ce717a4a 100644 --- a/common-utils/src/common/deployment/worker/__init__.py +++ b/common-utils/src/common/deployment/worker/__init__.py @@ -580,7 +580,6 @@ def __init__(self, **data): Also make sure the docker environment is in the pyproject.toml.""" super().__init__(**data) pm = get_pyproject_metadata() - self.flow.name = f"{pm.project_name}.{self.flow.name}" if self.docker_env not in pm.docker_env_keys: raise ValueError( f"Docker env '{self.docker_env}' does not exist in pyproject.toml. " diff --git a/common-utils/tests/cloud/unit/test_gcp_utils.py b/common-utils/tests/cloud/unit/test_gcp_utils.py index a9f47252..92fb6e55 100644 --- a/common-utils/tests/cloud/unit/test_gcp_utils.py +++ b/common-utils/tests/cloud/unit/test_gcp_utils.py @@ -22,6 +22,12 @@ def test_moz_gcp(creds_type): "block_type_slug": "gcp-credentials", } assert isinstance(x, creds_type) + if isinstance(x, gcpu.MozGcpCredentials): + env_map = {"dev": "dev", "production": "prod"} + assert ( + x.staging_bucket + == f"pocket-prefect-stage-{env_map[gcpu.CS.dev_or_production]}" + ) @pytest.mark.parametrize( diff --git a/common-utils/tests/deployment/unit/testDockerfile b/common-utils/tests/deployment/unit/testDockerfile deleted file mode 100644 index 6dfd6095..00000000 --- a/common-utils/tests/deployment/unit/testDockerfile +++ /dev/null @@ -1,2 +0,0 @@ -ARG PYTHON_VERSION -FROM prefecthq/prefect:2-python${PYTHON_VERSION} \ No newline at end of file diff --git a/common-utils/tests/deployment/unit/testDockerfile1 b/common-utils/tests/deployment/unit/testDockerfile1 deleted file mode 100644 index 6dfd6095..00000000 --- a/common-utils/tests/deployment/unit/testDockerfile1 +++ /dev/null @@ -1,2 +0,0 @@ -ARG PYTHON_VERSION -FROM prefecthq/prefect:2-python${PYTHON_VERSION} \ No newline at end of file diff --git a/common-utils/tests/deployment/unit/testDockerfile2 b/common-utils/tests/deployment/unit/testDockerfile2 deleted file mode 100644 index 6dfd6095..00000000 --- a/common-utils/tests/deployment/unit/testDockerfile2 +++ /dev/null @@ -1,2 +0,0 @@ -ARG PYTHON_VERSION -FROM prefecthq/prefect:2-python${PYTHON_VERSION} \ No newline at end of file diff --git a/common-utils/tests/deployment/unit/test_check_version.py b/common-utils/tests/deployment/unit/test_check_version.py deleted file mode 100644 index 663b0020..00000000 --- a/common-utils/tests/deployment/unit/test_check_version.py +++ /dev/null @@ -1,118 +0,0 @@ -import os -from pathlib import Path -from unittest.mock import patch - -import pytest -from common.deployment.check_version import ( - get_main_version_tag, - get_poetry_version, - main, -) - - -@patch("common.deployment.check_version.run_command") -def test_get_poetry_version(mock_cmd): - mock_cmd.return_value = "base 0.0.1" - x = get_poetry_version() - assert x == ["base", "0.0.1"] - assert mock_cmd.call_count == 1 - - -@patch("common.deployment.check_version.run_command") -def test_get_main_version_tag(mock_cmd): - mock_cmd.return_value = "base 0.0.1" - x = get_main_version_tag() - assert x == ["base", "0.0.1"] - assert mock_cmd.call_count == 1 - - -@patch("common.deployment.check_version.get_poetry_version") -@patch("common.deployment.check_version.get_main_version_tag") -def test_main_no_bump(mock_current, mock_new): - mock_new.return_value = ["base", "0.1.1"] - mock_current.return_value = ["base", "0.0.1"] - main() - assert mock_new.call_count == 1 - assert mock_current.call_count == 1 - - -@patch("common.deployment.check_version.get_poetry_version") -@patch("common.deployment.check_version.get_main_version_tag") -def test_main_no_2_digit_version_new(mock_current, mock_new): - mock_new.return_value = ["base", "0.1"] - mock_current.return_value = ["base", "0.0.1"] - main() - assert mock_new.call_count == 1 - assert mock_current.call_count == 1 - - -@patch("common.deployment.check_version.get_poetry_version") -@patch("common.deployment.check_version.get_main_version_tag") -def test_main_no_2_digit_version_current(mock_current, mock_new): - mock_new.return_value = ["base", "0.2.0"] - mock_current.return_value = ["base", "0.1"] - main() - assert mock_new.call_count == 1 - assert mock_current.call_count == 1 - - -@patch("common.deployment.check_version.get_poetry_version") -@patch("common.deployment.check_version.get_main_version_tag") -def test_main_bump_same(mock_current, mock_new): - mock_new.return_value = ["base", "0.0.1"] - mock_current.return_value = ["base", "0.0.1"] - with pytest.raises(Exception): - main() - assert mock_new.call_count == 1 - assert mock_current.call_count == 1 - - -@patch("common.deployment.check_version.get_poetry_version") -@patch("common.deployment.check_version.get_main_version_tag") -def test_main_bump_less(mock_current, mock_new): - mock_new.return_value = ["base", "0.0.1"] - mock_current.return_value = ["base", "0.0.2"] - with pytest.raises(Exception): - main() - assert mock_new.call_count == 1 - assert mock_current.call_count == 1 - - -@patch("common.deployment.check_version.get_poetry_version") -@patch("common.deployment.check_version.run_command") -def test_main_bump_new(mock_cmd, mock_new): - mock_new.return_value = ["base", "0.0.1"] - mock_cmd.side_effect = Exception("Invalid TOML file") - p = Path("/tmp/common-utils") - p.mkdir(exist_ok=True) - with open(os.path.join(p, "pyproject.toml"), "w") as f: - f.write("404: Not Found") - main() - assert mock_new.call_count == 1 - assert mock_cmd.call_count == 1 - - -@patch("common.deployment.check_version.get_poetry_version") -@patch("common.deployment.check_version.run_command") -def test_main_bad_file(mock_cmd, mock_new): - mock_new.return_value = ["base", "0.0.1"] - mock_cmd.side_effect = Exception("Invalid TOML file") - p = Path("/tmp/common-utils") - p.mkdir(exist_ok=True) - with open(os.path.join(p, "pyproject.toml"), "w") as f: - f.write("bad file") - with pytest.raises(Exception): - main() - assert mock_new.call_count == 1 - assert mock_cmd.call_count == 1 - - -@patch("common.deployment.check_version.get_poetry_version") -@patch("common.deployment.check_version.run_command") -def test_main_exception(mock_cmd, mock_new): - mock_new.return_value = ["base", "0.0.1"] - mock_cmd.side_effect = Exception("misc") - with pytest.raises(Exception): - main() - assert mock_new.call_count == 1 - assert mock_cmd.call_count == 1 diff --git a/common-utils/tests/deployment/unit/test_cli.py b/common-utils/tests/deployment/unit/test_cli.py deleted file mode 100644 index 5a2780a7..00000000 --- a/common-utils/tests/deployment/unit/test_cli.py +++ /dev/null @@ -1,49 +0,0 @@ -from unittest.mock import patch - -from common.deployment.cli import main, parse_args - - -def test_parse_args(): - x = parse_args(["deploy-flows", "--validate-only"]) - assert x.validate_only - assert x.subparser_name == "deploy-flows" - x = parse_args(["deploy-envs", "--build-only"]) - assert x.build_only - assert x.subparser_name == "deploy-envs" - x = parse_args([]) - assert not x.subparser_name - - -@patch("sys.argv", ["deploy-cli", "deploy-envs", "--build-only"]) -@patch("common.deployment.cli.PrefectProject.process_project_docker_envs") -def test_main_envs(mock_process): - main() - mock_process.assert_called_with(True) - - -@patch("sys.argv", ["deploy-cli", "deploy-flows", "--validate-only"]) -@patch("common.deployment.cli.PrefectProject.process_project_flows") -def test_main_flows(mock_process): - main() - mock_process.assert_called_with(True) - - -@patch("sys.argv", ["deploy-cli", "deploy-envs"]) -@patch("common.deployment.cli.PrefectProject.process_project_docker_envs") -def test_main_envs_run(mock_process): - main() - assert mock_process.called_with(False) - - -@patch("sys.argv", ["deploy-cli", "deploy-flows"]) -@patch("common.deployment.cli.PrefectProject.process_project_flows") -def test_main_flows_run(mock_process): - main() - mock_process.assert_called_with(False) - - -@patch("sys.argv", ["deploy-cli", "--check-version"]) -@patch("common.deployment.cli.cv") -def test_check_version(mock_process): - main() - assert mock_process.call_count == 1 diff --git a/common-utils/tests/deployment/unit/test_deployment.py b/common-utils/tests/deployment/unit/test_deployment.py deleted file mode 100644 index 13abb88e..00000000 --- a/common-utils/tests/deployment/unit/test_deployment.py +++ /dev/null @@ -1,801 +0,0 @@ -import os -from pathlib import Path, PosixPath -from unittest.mock import MagicMock, call, patch - -import pytest -from boto3 import session -from common.deployment import ( - GIT_SHA, - CronSchedule, - FlowDeployment, - FlowDockerEnv, - FlowEnvar, - FlowSpec, - PrefectProject, - ProjectEnvs, - get_aws_account_id, - get_flow_folder, - get_pyproject_metadata, - run_command, -) -from moto import mock_ecs, mock_sts -from prefect import flow, task - -TEST_PYTHONPATH = os.path.expanduser(os.path.join(os.getcwd(), "tests/test_flows")) - - -@mock_sts -def test_get_aws_account_id(): - # Test sts call using moto sts mock. - get_aws_account_id(MagicMock()) - - -def test_run_command(): - # Simple test of run_command. - # Validate that last line is returned as expected. - x = run_command( - """echo "this is a - multiline command that returns - the last line" - """ - ) - assert x.strip() == "the last line" - - -def test_run_command_execption(): - # Validate the run_command throws proper exception. - with pytest.raises(Exception): - run_command( - """bad-command "this is a - multiline command that returns - the last line" - """ - ) - - -def test_get_flow_folder(): - # Validate function returns slugified value. - path = Path("tests/test_flows/flow_group_2/no_spec_example_flow.py") - x = get_flow_folder(path) - assert x == "flow-group-2" - - -@mock_sts -@patch("common.deployment.run_command") -def test_project_envs(mock_cmd): - # Validate class methods using mock on run_command. - cwd = os.path.expanduser(os.getcwd()) - pyproject_metadata = get_pyproject_metadata() - x = ProjectEnvs( - docker_envs=[ - FlowDockerEnv( - project_name=pyproject_metadata.project_name, - env_name="test-1", - dockerfile_path=Path("tests/deployment/unit/testDockerfile1"), - docker_build_context=Path("tests/deployment/unit"), - python_version="3.10", - ), - FlowDockerEnv( - project_name=pyproject_metadata.project_name, - env_name="test-2", - dockerfile_path=Path("tests/deployment/unit/testDockerfile2"), - docker_build_context=Path("tests/deployment/unit"), - python_version="3.10", - ), - ], - pyproject_metadata=pyproject_metadata, - ) - x.process() - assert mock_cmd.call_count == 4 - assert mock_cmd.call_args_list == [ - call( - f"{cwd}/src/common/deployment/build_image.sh common-utils-test-1-py-3.10 tests/deployment/unit/testDockerfile1 3.10 tests/deployment/unit" # noqa: E501 - ), - call( - f"{cwd}/src/common/deployment/push_image.sh common-utils-test-1-py-3.10 123456789012" # noqa: E501 - ), - call( - f"{cwd}/src/common/deployment/build_image.sh common-utils-test-2-py-3.10 tests/deployment/unit/testDockerfile2 3.10 tests/deployment/unit" # noqa: E501 - ), - call( - f"{cwd}/src/common/deployment/push_image.sh common-utils-test-2-py-3.10 123456789012" # noqa: E501 - ), - ] - - -@mock_sts -@patch("common.deployment.run_command") -def test_project_envs_build_only(mock_cmd): - cwd = os.path.expanduser(os.getcwd()) - # Validate class methods using mock on run_command. - pyproject_metadata = get_pyproject_metadata() - x = ProjectEnvs( - docker_envs=[ - FlowDockerEnv( - project_name=pyproject_metadata.project_name, - env_name="test-1", - dockerfile_path=Path("tests/deployment/unit/testDockerfile1"), - docker_build_context=Path("tests/deployment/unit"), - python_version="3.10", - ), - FlowDockerEnv( - project_name=pyproject_metadata.project_name, - env_name="test-2", - dockerfile_path=Path("tests/deployment/unit/testDockerfile2"), - docker_build_context=Path("tests/deployment/unit"), - python_version="3.10", - ), - ], - pyproject_metadata=pyproject_metadata, - ) - x.process(True) - assert mock_cmd.call_count == 2 - assert mock_cmd.call_args_list == [ - call( - f"{cwd}/src/common/deployment/build_image.sh common-utils-test-1-py-3.10 tests/deployment/unit/testDockerfile1 3.10 tests/deployment/unit" # noqa: E501 - ), - call( - f"{cwd}/src/common/deployment/build_image.sh common-utils-test-2-py-3.10 tests/deployment/unit/testDockerfile2 3.10 tests/deployment/unit" # noqa: E501 - ), - ] - - -@patch("common.deployment.DEPLOYMENT_TYPE", "main") -@patch("common.deployment.run_command") -def test_flow_deployment(mock_cmd): - # Test schedule method return cli arg as expected. - d1 = FlowDeployment(deployment_name="test", schedule=CronSchedule(cron="0 0 * * *")) # type: ignore # noqa: E501 - x1 = d1._get_schedule_arg() - assert x1 == "--cron '0 0 * * *'" - d2 = FlowDeployment(deployment_name="test") # type: ignore - x2 = d2._get_schedule_arg() - assert x2 == "" - - # Validate push deployment method using mock on run_command. - d3 = FlowDeployment( - deployment_name="test", - schedule=CronSchedule(cron="0 6 * * *", timezone="America/Los_Angeles"), # type: ignore # noqa: E501 - cpu="1024", - memory="4096", - parameters={"test_param": "test_value"}, - ) - d3.push_deployment( - project_name="test", - infrastructure="test-ECS-block", - flow_path=Path("tests/deployment/unit/test_deployment.py"), - flow_function_name="test_function", - flow_name="test.test.test", - pythonpath_addition=TEST_PYTHONPATH, - base_envars={"TEST": "test"}, - ) - assert mock_cmd.call_count == 1 - call_text = f"""export POCKET_PREFECT_FLOW_NAME=test.test.test && \\\n export PYTHONPATH={TEST_PYTHONPATH} && \\\n pushd ../ && \\\n prefect deployment build common-utils/tests/deployment/unit/test_deployment.py:test_function \\\n -n test-main \\\n -sb github/data-flows-main/common-utils/tests/deployment/unit \\\n -ib ecs-task/test-ECS-block \\\n --override env.TEST=test --override \'task_customizations=[{{"op": "add", "path": "/overrides/cpu", "value": "1024"}}, {{"op": "add", "path": "/overrides/memory", "value": "4096"}}, {{"op": "add", "path": "/networkConfiguration/awsvpcConfiguration/subnets", "value": ["subnet-1234", "subnet-1234"]}}, {{"op": "add", "path": "/networkConfiguration/awsvpcConfiguration/securityGroups", "value": ["sg-1234"]}}, {{"op": "add", "path": "/networkConfiguration/awsvpcConfiguration/assignPublicIp", "value": "DISABLED"}}]\' \\\n -q prefect-v2-queue-main \\\n -v {GIT_SHA} \\\n --params \'{{"test_param": "test_value"}}\' \\\n -t test -t unit -t main \\\n -a \\\n --cron \'0 6 * * *\' --timezone America/Los_Angeles --skip-upload && \\\n popd""" # noqa: E501 - mock_cmd.assert_called_with(call_text) - - d4 = FlowDeployment( - deployment_name="test", - schedule=CronSchedule(cron="0 6 * * *"), # type: ignore - cpu="1024", - memory="4096", - parameters={"test_param": "test_value"}, - ) - - d4.push_deployment( - project_name="test", - infrastructure="test-ECS-block", - flow_path=Path("tests/deployment/unit/test_deployment.py"), - flow_function_name="test_function", - flow_name="test.test.test", - pythonpath_addition=TEST_PYTHONPATH, - base_envars={"TEST": "test"}, - ) - assert mock_cmd.call_count == 2 - call_text = f"""export POCKET_PREFECT_FLOW_NAME=test.test.test && \\\n export PYTHONPATH={TEST_PYTHONPATH} && \\\n pushd ../ && \\\n prefect deployment build common-utils/tests/deployment/unit/test_deployment.py:test_function \\\n -n test-main \\\n -sb github/data-flows-main/common-utils/tests/deployment/unit \\\n -ib ecs-task/test-ECS-block \\\n --override env.TEST=test --override \'task_customizations=[{{"op": "add", "path": "/overrides/cpu", "value": "1024"}}, {{"op": "add", "path": "/overrides/memory", "value": "4096"}}, {{"op": "add", "path": "/networkConfiguration/awsvpcConfiguration/subnets", "value": ["subnet-1234", "subnet-1234"]}}, {{"op": "add", "path": "/networkConfiguration/awsvpcConfiguration/securityGroups", "value": ["sg-1234"]}}, {{"op": "add", "path": "/networkConfiguration/awsvpcConfiguration/assignPublicIp", "value": "DISABLED"}}]\' \\\n -q prefect-v2-queue-main \\\n -v {GIT_SHA} \\\n --params \'{{"test_param": "test_value"}}\' \\\n -t test -t unit -t main \\\n -a \\\n --cron \'0 6 * * *\' --skip-upload && \\\n popd""" # noqa: E501 - mock_cmd.assert_called_with(call_text) - - d5 = FlowDeployment( - deployment_name="test", - cpu="1024", - memory="4096", - parameters={"test_param": "test_value"}, - ) # type: ignore - - d5.push_deployment( - project_name="test", - infrastructure="test-ECS-block", - flow_path=Path("tests/deployment/unit/test_deployment.py"), - flow_function_name="test_function", - flow_name="test.test.test", - pythonpath_addition=TEST_PYTHONPATH, - base_envars={"TEST": "test"}, - ) - assert mock_cmd.call_count == 3 - call_text = f"""export POCKET_PREFECT_FLOW_NAME=test.test.test && \\\n export PYTHONPATH={TEST_PYTHONPATH} && \\\n pushd ../ && \\\n prefect deployment build common-utils/tests/deployment/unit/test_deployment.py:test_function \\\n -n test-main \\\n -sb github/data-flows-main/common-utils/tests/deployment/unit \\\n -ib ecs-task/test-ECS-block \\\n --override env.TEST=test --override \'task_customizations=[{{"op": "add", "path": "/overrides/cpu", "value": "1024"}}, {{"op": "add", "path": "/overrides/memory", "value": "4096"}}, {{"op": "add", "path": "/networkConfiguration/awsvpcConfiguration/subnets", "value": ["subnet-1234", "subnet-1234"]}}, {{"op": "add", "path": "/networkConfiguration/awsvpcConfiguration/securityGroups", "value": ["sg-1234"]}}, {{"op": "add", "path": "/networkConfiguration/awsvpcConfiguration/assignPublicIp", "value": "DISABLED"}}]\' \\\n -q prefect-v2-queue-main \\\n -v {GIT_SHA} \\\n --params \'{{"test_param": "test_value"}}\' \\\n -t test -t unit -t main \\\n -a \\\n --skip-upload && \\\n popd""" # noqa: E501 - mock_cmd.assert_called_with(call_text) - - -@patch("common.deployment.DEPLOYMENT_TYPE", "staging") -@patch("common.deployment.run_command") -def test_flow_deployment_prod_test(mock_cmd): - # Test schedule method return cli arg as expected. - d1 = FlowDeployment(deployment_name="test", schedule=CronSchedule(cron="0 0 * * *")) # type: ignore # noqa: E501 - x1 = d1._get_schedule_arg() - assert x1 == "" - d2 = FlowDeployment(deployment_name="test") # type: ignore - x2 = d2._get_schedule_arg() - assert x2 == "" - - # Validate push deployment method using mock on run_command. - d3 = FlowDeployment( - deployment_name="test", - schedule=CronSchedule(cron="0 6 * * *", timezone="America/Los_Angeles"), # type: ignore # noqa: E501 - cpu="1024", - memory="4096", - parameters={"test_param": "test_value"}, - ) - d3.push_deployment( - project_name="test", - infrastructure="test-ECS-block", - flow_path=Path("tests/deployment/unit/test_deployment.py"), - flow_function_name="test_function", - flow_name="test.test.test", - pythonpath_addition=TEST_PYTHONPATH, - base_envars={"TEST": "test"}, - ) - assert mock_cmd.call_count == 1 - call_text = f"""export POCKET_PREFECT_FLOW_NAME=test.test.test && \\\n export PYTHONPATH={TEST_PYTHONPATH} && \\\n pushd ../ && \\\n prefect deployment build common-utils/tests/deployment/unit/test_deployment.py:test_function \\\n -n test-staging \\\n -sb github/data-flows-staging/common-utils/tests/deployment/unit \\\n -ib ecs-task/test-ECS-block \\\n --override env.TEST=test --override \'task_customizations=[{{"op": "add", "path": "/overrides/cpu", "value": "1024"}}, {{"op": "add", "path": "/overrides/memory", "value": "4096"}}, {{"op": "add", "path": "/networkConfiguration/awsvpcConfiguration/subnets", "value": ["subnet-1234", "subnet-1234"]}}, {{"op": "add", "path": "/networkConfiguration/awsvpcConfiguration/securityGroups", "value": ["sg-1234"]}}, {{"op": "add", "path": "/networkConfiguration/awsvpcConfiguration/assignPublicIp", "value": "DISABLED"}}]\' \\\n -q prefect-v2-queue-staging \\\n -v {GIT_SHA} \\\n --params \'{{"test_param": "test_value"}}\' \\\n -t test -t unit -t staging \\\n -a \\\n --skip-upload && \\\n popd""" # noqa: E501 - mock_cmd.assert_called_with(call_text) - - -@patch("common.deployment.DEPLOYMENT_TYPE", "dev") -@patch("common.deployment.run_command") -def test_flow_deployment_dev_test(mock_cmd): - # Test schedule method return cli arg as expected. - d1 = FlowDeployment(deployment_name="test", schedule=CronSchedule(cron="0 0 * * *")) # type: ignore # noqa: E501 - x1 = d1._get_schedule_arg() - assert x1 == "" - d2 = FlowDeployment(deployment_name="test") # type: ignore - x2 = d2._get_schedule_arg() - assert x2 == "" - - # Validate push deployment method using mock on run_command. - d3 = FlowDeployment( - deployment_name="test", - cpu="1024", - memory="4096", - parameters={"test_param": "test_value"}, - ) # type: ignore - d3.push_deployment( - project_name="test", - infrastructure="test-ECS-block", - flow_path=Path("tests/deployment/unit/test_deployment.py"), - flow_function_name="test_function", - flow_name="test.test.test", - pythonpath_addition=TEST_PYTHONPATH, - base_envars={"TEST": "test"}, - ) - assert mock_cmd.call_count == 1 - call_text = f"""export POCKET_PREFECT_FLOW_NAME=test.test.test && \\\n export PYTHONPATH={TEST_PYTHONPATH} && \\\n pushd ../ && \\\n prefect deployment build common-utils/tests/deployment/unit/test_deployment.py:test_function \\\n -n test-dev \\\n -sb github/data-flows-dev/common-utils/tests/deployment/unit \\\n -ib ecs-task/test-ECS-block \\\n --override env.TEST=test --override \'task_customizations=[{{"op": "add", "path": "/overrides/cpu", "value": "1024"}}, {{"op": "add", "path": "/overrides/memory", "value": "4096"}}, {{"op": "add", "path": "/networkConfiguration/awsvpcConfiguration/subnets", "value": ["subnet-1234", "subnet-1234"]}}, {{"op": "add", "path": "/networkConfiguration/awsvpcConfiguration/securityGroups", "value": ["sg-1234"]}}, {{"op": "add", "path": "/networkConfiguration/awsvpcConfiguration/assignPublicIp", "value": "DISABLED"}}]\' \\\n -q prefect-v2-queue-dev \\\n -v {GIT_SHA} \\\n --params \'{{"test_param": "test_value"}}\' \\\n -t test -t unit -t dev \\\n -a \\\n --skip-upload && \\\n popd""" # noqa: E501 - mock_cmd.assert_called_with(call_text) - - -@mock_ecs -@patch("common.deployment.FlowDeployment.push_deployment") -@patch("prefect_aws.ecs.ECSTask.save") -def test_flow_spec(mock_ecs_save, mock_deployment): - # Test basic functionality of Flow Spec. - # Mocking methods that make API calls to aid in testing. - @task() - def task_1(): - print("hello world") - - @flow() - def flow_1(): - task_1() - - flow_spec = FlowSpec( - flow=flow_1, - docker_env="base", - deployments=[FlowDeployment(deployment_name="base")], # type: ignore - ) - ecs_client = session.Session().client("ecs") - flow_spec.push_deployments( - Path("tests/test_flows/flow_group_1/example_flow.py"), - get_pyproject_metadata(), - "123456789012", - ecs_client, - TEST_PYTHONPATH, - ) - assert mock_deployment.call_count == 1 - assert mock_ecs_save.call_count == 1 - assert flow_1.name == "common-utils.flow-group-1.flow-1" - mock_deployment.assert_called_with( - "common-utils", - "common-utils-flow-group-1-flow-1-dev", - PosixPath("tests/test_flows/flow_group_1/example_flow.py"), - "flow_1", - "common-utils.flow-group-1.flow-1", - TEST_PYTHONPATH, - {}, - ) - mock_ecs_save.assert_called_with( - "common-utils-flow-group-1-flow-1-dev", overwrite=True - ) - - -@mock_ecs -@patch("common.deployment.FlowDeployment.push_deployment") -@patch("prefect_aws.ecs.ECSTask.save") -def test_flow_spec_all_fields(mock_ecs_save, mock_deployment): - # Test basic functionality of Flow Spec. - # Mocking methods that make API calls to aid in testing. - @task() - def task_1(): - print("hello world") - - @flow() - def flow_1(): - task_1() - - flow_spec = FlowSpec( - flow=flow_1, - docker_env="base", - secrets=[ - FlowEnvar( - envar_name="MY_SECRET_JSON", envar_value="/my/secretsmanager/secret" - ) - ], - ephemeral_storage_gb=200, - deployments=[ - FlowDeployment( - deployment_name="base", - cpu="1024", - memory="4096", - parameters={"param_name": "param_value"}, - schedule=CronSchedule(cron="0 0 * * *"), - envars=[FlowEnvar(envar_name="test", envar_value="test")], - ), - FlowDeployment( - deployment_name="hourly", - cpu="1024", - memory="4096", - parameters={"param_name": "param_value"}, - schedule=CronSchedule(cron="0 6 * * *"), - envars=[FlowEnvar(envar_name="test", envar_value="test")], - ), - ], # type: ignore - ) - ecs_client = session.Session().client("ecs") - flow_spec.push_deployments( - Path("tests/test_flows/flow_group_1/example_flow.py"), - get_pyproject_metadata(), - "123456789012", - ecs_client, - TEST_PYTHONPATH, - ) - assert mock_deployment.call_count == 2 - assert mock_ecs_save.call_count == 1 - assert flow_1.name == "common-utils.flow-group-1.flow-1" - mock_deployment.assert_called_with( - "common-utils", - "common-utils-flow-group-1-flow-1-dev", - PosixPath("tests/test_flows/flow_group_1/example_flow.py"), - "flow_1", - "common-utils.flow-group-1.flow-1", - TEST_PYTHONPATH, - {}, - ) - mock_ecs_save.assert_called_with( - "common-utils-flow-group-1-flow-1-dev", overwrite=True - ) - - -@mock_ecs -@patch("common.deployment.DEPLOYMENT_TYPE", "dev") -@patch("common.deployment.FlowDeployment.push_deployment") -@patch("prefect_aws.ecs.ECSTask.save") -def test_flow_spec_bad_env(mock_ecs_save, mock_deployment): - # Test basic functionality of Flow Spec. - # Mocking methods that make API calls to aid in testing. - @task() - def task_1(): - print("hello world") - - @flow() - def flow_1(): - task_1() - - flow_spec = FlowSpec( - flow=flow_1, - docker_env="base", - secrets=[ - FlowEnvar( - envar_name="MY_SECRET_JSON", envar_value="/my/secretsmanager/secret" - ) - ], - envars=[FlowEnvar(envar_name="TEST", envar_value="test")], - ephemeral_storage_gb=200, - deployments=[ - FlowDeployment( - deployment_name="base", - cpu="1024", - memory="4096", - parameters={"param_name": "param_value"}, - schedule=CronSchedule(cron="0 0 * * *"), - ), # type: ignore - FlowDeployment( - deployment_name="hourly", - cpu="1024", - memory="4096", - parameters={"param_name": "param_value"}, - schedule=CronSchedule(cron="0 0 * * *"), - ), # type: ignore - ], # type: ignore - ) - ecs_client = session.Session().client("ecs") - flow_spec.push_deployments( - Path("tests/test_flows/flow_group_1/example_flow.py"), - get_pyproject_metadata(), - "123456789012", - ecs_client, - TEST_PYTHONPATH, - ) - assert mock_deployment.call_count == 2 - assert mock_ecs_save.call_count == 1 - assert flow_1.name == "common-utils.flow-group-1.flow-1" - mock_deployment.assert_called_with( - "common-utils", - "common-utils-flow-group-1-flow-1-dev", - PosixPath("tests/test_flows/flow_group_1/example_flow.py"), - "flow_1", - "common-utils.flow-group-1.flow-1", - TEST_PYTHONPATH, - {"TEST": "test"}, - ) - mock_ecs_save.assert_called_with( - "common-utils-flow-group-1-flow-1-dev", overwrite=True - ) - - -BASE_TASK_DEF = { - "family": "common-utils-flow-group-1-flow-1-dev", - "taskRoleArn": "arn:aws:iam::123456789012:role/data-flows-prefect-dev-task-role", - "executionRoleArn": "arn:aws:iam::123456789012:role/data-flows-prefect-dev-exec-role", # noqa: E501 - "networkMode": "awsvpc", - "containerDefinitions": [ - { - "name": "prefect", - "image": f"123456789012.dkr.ecr.us-east-1.amazonaws.com/data-flows-prefect-v2-envs:common-utils-base-py-3.10-{GIT_SHA}", # noqa: E501 - "environment": [{"name": "DF_CONFIG_DEPLOYMENT_TYPE", "value": "dev"}], - "secrets": [ - { - "name": "MY_SECRET_JSON", - "valueFrom": "arn:aws:secretsmanager:us-east-1:123456789012:secret:/my/secretsmanager/secret", # noqa: E501 - } - ], - "logConfiguration": { - "logDriver": "awslogs", - "options": { - "awslogs-create-group": "true", - "awslogs-group": "prefect", - "awslogs-region": "us-east-1", - "awslogs-stream-prefix": "common-utils-flow-group-1-flow-1-dev", - }, - }, - "mountPoints": [ - { - "sourceVolume": "prefect-scratch", - "containerPath": "/var/prefect-scratch", - } - ], - } - ], - "requiresCompatibilities": [ - "FARGATE", - ], - "cpu": "256", - "memory": "512", - "ephemeralStorage": {"sizeInGiB": 200}, - "volumes": [ - { - "name": "prefect-scratch", - } - ], -} - - -@mock_sts -@mock_ecs -@patch("common.deployment.FlowDeployment.push_deployment") -@patch("prefect_aws.ecs.ECSTask.save") -def test_flow_spec_handle_task_definition(mock_ecs_save, mock_deployment): - test_session = session.Session() - ecs = test_session.client("ecs") - ecs.register_task_definition(**BASE_TASK_DEF) - result = ecs.describe_task_definition( - taskDefinition="common-utils-flow-group-1-flow-1-dev" - ) - - # Test basic functionality of Flow Spec. - # Mocking methods that make API calls to aid in testing. - @task() - def task_1(): - print("hello world") - - @flow() - def flow_1(): - task_1() - - flow_spec = FlowSpec( - flow=flow_1, - docker_env="base", - secrets=[ - FlowEnvar( - envar_name="MY_SECRET_JSON", envar_value="/my/secretsmanager/secret" - ) - ], - ephemeral_storage_gb=200, - deployments=[ - FlowDeployment( - deployment_name="base", - cpu="1024", - memory="4096", - parameters={"param_name": "param_value"}, - schedule=CronSchedule(cron="0 0 * * *"), - ), # type: ignore - FlowDeployment( - deployment_name="hourly", - cpu="1024", - memory="4096", - parameters={"param_name": "param_value"}, - schedule=CronSchedule(cron="0 0 * * *"), - ), # type: ignore - ], # type: ignore - ) - flow_spec.push_deployments( - Path("tests/test_flows/flow_group_1/example_flow.py"), - get_pyproject_metadata(), - "123456789012", - ecs, - TEST_PYTHONPATH, - ) - assert mock_deployment.call_count == 2 - assert mock_ecs_save.call_count == 1 - assert flow_1.name == "common-utils.flow-group-1.flow-1" - mock_deployment.assert_called_with( - "common-utils", - "common-utils-flow-group-1-flow-1-dev", - PosixPath("tests/test_flows/flow_group_1/example_flow.py"), - "flow_1", - "common-utils.flow-group-1.flow-1", - TEST_PYTHONPATH, - {}, - ) - mock_ecs_save.assert_called_with( - "common-utils-flow-group-1-flow-1-dev", overwrite=True - ) - - result = ecs.describe_task_definition( - taskDefinition="common-utils-flow-group-1-flow-1-dev" - ) - assert ( - result["taskDefinition"]["taskDefinitionArn"] - == "arn:aws:ecs:us-east-1:123456789012:task-definition/common-utils-flow-group-1-flow-1-dev:1" # noqa: E501 - ) - - -@mock_sts -@mock_ecs -@patch("common.deployment.FlowDeployment.push_deployment") -@patch("prefect_aws.ecs.ECSTask.save") -def test_flow_spec_handle_task_definition_container_change( - mock_ecs_save, mock_deployment -): - test_session = session.Session() - ecs = test_session.client("ecs") - ecs.register_task_definition(**BASE_TASK_DEF) - - # Test basic functionality of Flow Spec. - # Mocking methods that make API calls to aid in testing. - @task() - def task_1(): - print("hello world") - - @flow() - def flow_1(): - task_1() - - flow_spec = FlowSpec( - flow=flow_1, - docker_env="base", - secrets=[ - FlowEnvar( - envar_name="MY_SECRET_JSON_CHANGED", - envar_value="/my/secretsmanager/secret", - ) - ], - ephemeral_storage_gb=200, - deployments=[ - FlowDeployment( - deployment_name="base", - cpu="1024", - memory="4096", - parameters={"param_name": "param_value"}, - schedule=CronSchedule(cron="0 0 * * *"), - ), # type: ignore - FlowDeployment( - deployment_name="daily", - cpu="1024", - memory="4096", - parameters={"param_name": "param_value"}, - ), # type: ignore - ], # type: ignore - ) - flow_spec.push_deployments( - Path("tests/test_flows/flow_group_1/example_flow.py"), - get_pyproject_metadata(), - "123456789012", - ecs, - TEST_PYTHONPATH, - ) - assert mock_deployment.call_count == 2 - assert mock_ecs_save.call_count == 1 - assert flow_1.name == "common-utils.flow-group-1.flow-1" - mock_deployment.assert_called_with( - "common-utils", - "common-utils-flow-group-1-flow-1-dev", - PosixPath("tests/test_flows/flow_group_1/example_flow.py"), - "flow_1", - "common-utils.flow-group-1.flow-1", - TEST_PYTHONPATH, - {}, - ) - mock_ecs_save.assert_called_with( - "common-utils-flow-group-1-flow-1-dev", overwrite=True - ) - - result = ecs.describe_task_definition( - taskDefinition="common-utils-flow-group-1-flow-1-dev" - ) - assert ( - result["taskDefinition"]["taskDefinitionArn"] - == "arn:aws:ecs:us-east-1:123456789012:task-definition/common-utils-flow-group-1-flow-1-dev:2" # noqa: E501 - ) - - -@mock_sts -@mock_ecs -@patch("common.deployment.FlowDeployment.push_deployment") -@patch("prefect_aws.ecs.ECSTask.save") -def test_flow_spec_handle_task_definition_state_change(mock_ecs_save, mock_deployment): - test_session = session.Session() - ecs = test_session.client("ecs") - ecs.register_task_definition(**BASE_TASK_DEF) - - # Test basic functionality of Flow Spec. - # Mocking methods that make API calls to aid in testing. - @task() - def task_1(): - print("hello world") - - @flow() - def flow_1(): - task_1() - - flow_spec = FlowSpec( - flow=flow_1, - docker_env="base", - secrets=[ - FlowEnvar( - envar_name="MY_SECRET_JSON", envar_value="/my/secretsmanager/secret" - ) - ], - ephemeral_storage_gb=50, - deployments=[ - FlowDeployment( - deployment_name="base", - cpu="1024", - memory="4096", - parameters={"param_name": "param_value"}, - schedule=CronSchedule(cron="0 0 * * *"), - ), # type: ignore - FlowDeployment( - deployment_name="hourly", - cpu="1024", - memory="4096", - parameters={"param_name": "param_value"}, - schedule=CronSchedule(cron="0 0 * * *"), - ), # type: ignore - ], # type: ignore - ) - flow_spec.push_deployments( - Path("tests/test_flows/flow_group_1/example_flow.py"), - get_pyproject_metadata(), - "123456789012", - ecs, - pythonpath_addition=TEST_PYTHONPATH, - ) - assert mock_deployment.call_count == 2 - assert mock_ecs_save.call_count == 1 - assert flow_1.name == "common-utils.flow-group-1.flow-1" - mock_deployment.assert_called_with( - "common-utils", - "common-utils-flow-group-1-flow-1-dev", - PosixPath("tests/test_flows/flow_group_1/example_flow.py"), - "flow_1", - "common-utils.flow-group-1.flow-1", - TEST_PYTHONPATH, - {}, - ) - mock_ecs_save.assert_called_with( - "common-utils-flow-group-1-flow-1-dev", overwrite=True - ) - - result = ecs.describe_task_definition( - taskDefinition="common-utils-flow-group-1-flow-1-dev" - ) - assert ( - result["taskDefinition"]["taskDefinitionArn"] - == "arn:aws:ecs:us-east-1:123456789012:task-definition/common-utils-flow-group-1-flow-1-dev:2" # noqa: E501 - ) - - -@mock_sts -@mock_ecs -@patch("common.deployment.FlowSpec.push_deployments") -def test_flow_project_flows_inner_exception(mock_deployment): - # test flow with bad docker env will throw exception - with pytest.raises(Exception) as e: - x = PrefectProject() - x.process_project_flows() - assert "The following flows failed deployment: ['example_flow']" in str(e.value) - assert mock_deployment.call_count == 1 - - -@mock_sts -@mock_ecs -@patch("common.deployment.FlowSpec.push_deployments") -def test_flow_project_flows_multiple_inner_exception(mock_deployment): - # force a second exeption - mock_deployment.side_effect = Exception("misc") - with pytest.raises(Exception) as e: - x = PrefectProject() - x.process_project_flows() - assert ( - "The following flows failed deployment: ['example_flow', 'example_flow']" - in str(e.value) - ) - assert mock_deployment.call_count == 1 - - -@mock_sts -@mock_ecs -@patch("common.deployment.FlowSpec.push_deployments") -def test_flow_project_flows_inner_exception_validate_only(mock_deployment): - # test flow with bad docker env will throw exception - with pytest.raises(Exception) as e: - x = PrefectProject() - x.process_project_flows(True) - assert "The following flows failed validation: ['example_flow']" in str(e.value) - assert mock_deployment.call_count == 0 - - -@mock_sts -@patch("common.deployment.SourceFileLoader.load_module") -def test_flow_project_env_all_pass(mock_spec): - @flow() - def flow_1(): - print("hello world!") - - mock_spec.return_value = FlowSpec(flow=flow_1, docker_env="base") # type: ignore - x = PrefectProject() - x.process_project_flows(True) - assert mock_spec.call_count == 4 - - -@mock_sts -@patch("common.deployment.run_command") -def test_flow_project_envs(mock_cmd): - x = PrefectProject() - x.process_project_docker_envs() - assert mock_cmd.call_count == 2 diff --git a/common-utils/tests/deployment/unit/test_deployment_disable_inf.py b/common-utils/tests/deployment/unit/test_deployment_disable_inf.py deleted file mode 100644 index 4567e9ca..00000000 --- a/common-utils/tests/deployment/unit/test_deployment_disable_inf.py +++ /dev/null @@ -1,78 +0,0 @@ -import os -from pathlib import Path, PosixPath -from unittest.mock import patch - -from prefect import flow, task - -from common.deployment import ( - CronSchedule, - FlowDeployment, - FlowEnvar, - FlowSpec, - get_pyproject_metadata, -) - -TEST_PYTHONPATH = os.path.expanduser(os.path.join(os.getcwd(), "tests/test_flows")) - - -@patch("common.deployment.FlowDeployment.push_deployment") -@patch("prefect_aws.ecs.ECSTask.save") -def test_flow_spec_disable_handle_task_definition(mock_ecs_save, mock_deployment): - os.environ["POCKET_PREFECT_INFRASTRUCTURE_BLOCK"] = "-ib docker-container/test" - - # Test basic functionality of Flow Spec. - # Mocking methods that make API calls to aid in testing. - @task() - def task_1(): - print("hello world") - - @flow() - def flow_1(): - task_1() - - flow_spec = FlowSpec( - flow=flow_1, - docker_env="base", - secrets=[ - FlowEnvar( - envar_name="MY_SECRET_JSON", envar_value="/my/secretsmanager/secret" - ) - ], - envars=[FlowEnvar(envar_name="TEST", envar_value="test")], - ephemeral_storage_gb=50, - deployments=[ - FlowDeployment( - deployment_name="base", - cpu="1024", - memory="4096", - parameters={"param_name": "param_value"}, - schedule=CronSchedule(cron="0 0 * * *"), - ), # type: ignore - FlowDeployment( - deployment_name="hourly", - cpu="1024", - memory="4096", - parameters={"param_name": "param_value"}, - schedule=None, - ), # type: ignore - ], # type: ignore - ) - flow_spec.push_deployments( - Path("tests/test_flows/flow_group_1/example_flow.py"), - get_pyproject_metadata(), - "123456789012", - object(), - TEST_PYTHONPATH, - ) - assert mock_deployment.call_count == 2 - assert mock_ecs_save.call_count == 0 - assert flow_1.name == "common-utils.flow-group-1.flow-1" - mock_deployment.assert_called_with( - "common-utils", - "overridden", - PosixPath("tests/test_flows/flow_group_1/example_flow.py"), - "flow_1", - "common-utils.flow-group-1.flow-1", - TEST_PYTHONPATH, - {"TEST": "test"}, - ) diff --git a/common-utils/tests/deployment/worker/unit/test_deployment_wk.py b/common-utils/tests/deployment/worker/unit/test_deployment_wk.py index 4cb9dd1c..94d3af63 100644 --- a/common-utils/tests/deployment/worker/unit/test_deployment_wk.py +++ b/common-utils/tests/deployment/worker/unit/test_deployment_wk.py @@ -318,7 +318,7 @@ def test_flow_specs_exception(mock_loader, mock_cmd): @patch("common.deployment.worker.run_command") def test_flow_spec_elements(mock_cmd): # check FlowSpec directly - @flow(name="name_directly") + @flow(name="common-utils.name_directly") def test_flow(): return "hello world" @@ -352,4 +352,4 @@ def test_flow_2(): docker_env="base_v2", deployments=[FlowDeployment(name="base")], ) - assert test_flow_2.name == "common-utils.test-flow-2" + assert test_flow_2.name == "test-flow-2" diff --git a/common-utils/tests/test_flows/flow_group_1/.prefectignore b/common-utils/tests/test_flows/flow_group_1/.prefectignore deleted file mode 100644 index 7ce5ed8f..00000000 --- a/common-utils/tests/test_flows/flow_group_1/.prefectignore +++ /dev/null @@ -1,41 +0,0 @@ -# prefect artifacts -.prefectignore - -# python artifacts -__pycache__/ -*.py[cod] -*$py.class -*.egg-info/ -*.egg - -# Type checking artifacts -.mypy_cache/ -.dmypy.json -dmypy.json -.pyre/ - -# IPython -profile_default/ -ipython_config.py -*.ipynb_checkpoints/* - -# Environments -.python-version -.env -.venv -env/ -venv/ - -# MacOS -.DS_Store - -# Dask -dask-worker-space/ - -# Editors -.idea/ -.vscode/ - -# VCS -.git/ -.hg/ diff --git a/common-utils/tests/test_flows/flow_group_1/example_flow.py b/common-utils/tests/test_flows/flow_group_1/example_flow.py deleted file mode 100644 index 4e0db223..00000000 --- a/common-utils/tests/test_flows/flow_group_1/example_flow.py +++ /dev/null @@ -1,36 +0,0 @@ -from prefect import flow, task -from prefect.server.schemas.schedules import CronSchedule - -from common.deployment import FlowDeployment, FlowEnvar, FlowSpec - - -@task() -def task_1(): - print("hello world") - - -@flow(log_prints=True) -def flow_1(param_name: str): - print(param_name) - task_1() - - -FLOW_SPEC = FlowSpec( - flow=flow_1, - docker_env="base", - secrets=[ - FlowEnvar( - envar_name="MY_SECRET_JSON", envar_value="dpt/dev/data_flows_prefect_test" - ) - ], - ephemeral_storage_gb=200, - deployments=[ - FlowDeployment( - deployment_name="base", - cpu="1024", - memory="4096", - parameters={"param_name": "param_value"}, - schedule=CronSchedule(cron="0 0 * * *"), - ) - ], # type: ignore -) diff --git a/common-utils/tests/test_flows/flow_group_1/example_no_agent_flow.py b/common-utils/tests/test_flows/flow_group_1/example_no_agent_flow.py deleted file mode 100644 index b1576d38..00000000 --- a/common-utils/tests/test_flows/flow_group_1/example_no_agent_flow.py +++ /dev/null @@ -1,36 +0,0 @@ -from common.deployment import FlowDeployment, FlowEnvar, FlowSpec -from prefect import flow, task -from prefect.server.schemas.schedules import CronSchedule - - -@task() -def task_1(): - print("hello world") - - -@flow(log_prints=True) -def flow_1(param_name: str): - print(param_name) - task_1() - - -FLOW_SPEC = FlowSpec( - flow=flow_1, - docker_env="base", - is_agent=False, - secrets=[ - FlowEnvar( - envar_name="MY_SECRET_JSON", envar_value="dpt/dev/data_flows_prefect_test" - ) - ], - ephemeral_storage_gb=200, - deployments=[ - FlowDeployment( - deployment_name="base", - cpu="1024", - memory="4096", - parameters={"param_name": "param_value"}, - schedule=CronSchedule(cron="0 0 * * *"), - ) - ], # type: ignore -) diff --git a/common-utils/tests/test_flows/flow_group_2/.prefectignore b/common-utils/tests/test_flows/flow_group_2/.prefectignore deleted file mode 100644 index 7ce5ed8f..00000000 --- a/common-utils/tests/test_flows/flow_group_2/.prefectignore +++ /dev/null @@ -1,41 +0,0 @@ -# prefect artifacts -.prefectignore - -# python artifacts -__pycache__/ -*.py[cod] -*$py.class -*.egg-info/ -*.egg - -# Type checking artifacts -.mypy_cache/ -.dmypy.json -dmypy.json -.pyre/ - -# IPython -profile_default/ -ipython_config.py -*.ipynb_checkpoints/* - -# Environments -.python-version -.env -.venv -env/ -venv/ - -# MacOS -.DS_Store - -# Dask -dask-worker-space/ - -# Editors -.idea/ -.vscode/ - -# VCS -.git/ -.hg/ diff --git a/common-utils/tests/test_flows/flow_group_2/example_flow.py b/common-utils/tests/test_flows/flow_group_2/example_flow.py deleted file mode 100644 index 9f92409a..00000000 --- a/common-utils/tests/test_flows/flow_group_2/example_flow.py +++ /dev/null @@ -1,20 +0,0 @@ -from prefect import flow, task - -from common.deployment import FlowDeployment, FlowSpec - - -@task() -def task_2(): - print("hello world") - - -@flow() -def flow_2(): - task_2() - - -FLOW_SPEC = FlowSpec( - flow=flow_2, - docker_env="bad docker env", - deployments=[FlowDeployment(deployment_name="base")], # type: ignore -) diff --git a/common-utils/tests/test_flows/flow_group_2/no_spec_example_flow.py b/common-utils/tests/test_flows/flow_group_2/no_spec_example_flow.py deleted file mode 100644 index 816fe1c3..00000000 --- a/common-utils/tests/test_flows/flow_group_2/no_spec_example_flow.py +++ /dev/null @@ -1,11 +0,0 @@ -from prefect import task, flow - - -@task() -def task_3(): - print("hello world") - - -@flow() -def flow_3(): - task_3() diff --git a/data-products/poetry.lock b/data-products/poetry.lock index 54fcb04e..2e553736 100644 --- a/data-products/poetry.lock +++ b/data-products/poetry.lock @@ -1,9 +1,10 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand. 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project folder for data products prefect flows" authors = ["Braun "] license = "Apache-2.0" @@ -26,6 +26,7 @@ oscrypto = {git = "https://github.com/wbond/oscrypto.git", rev = "d5f3437ed24257 common-utils = {path = "../common-utils", develop = true} scipy = "^1.12.0" prefect-aws = "^0.4.13" +numpy = "<2" [tool.poetry.group.dev.dependencies] @@ -33,7 +34,6 @@ pytest = "^7.2.2" pytest-coverage = "^0.0" black = "^23.1.0" pip = "^23.1.2" -install = "^1.3.5" pytest-asyncio = "^0.21.0" pytest-env = "^0.8.1" ruff = "^0.0.280" @@ -44,7 +44,6 @@ requests-mock = "^1.11.0" [tool.poetry.group.docs.dependencies] pip = "^23.1.2" -install = "^1.3.5" mkdocs-material = "^9.1.17" mkdocstrings-python = "^1.2.1" diff --git a/data-products/src/article_text_streaming/article_text_streaming_flow.py b/data-products/src/article_text_streaming/article_text_streaming_flow.py index 6c1d3c18..6dad5945 100644 --- a/data-products/src/article_text_streaming/article_text_streaming_flow.py +++ b/data-products/src/article_text_streaming/article_text_streaming_flow.py @@ -113,7 +113,11 @@ (resolved_id, html, text, text_md5) from %(uri)s storage_integration = {STORAGE_INTEGRATION} -file_format = (type = 'CSV', skip_header=1, FIELD_OPTIONALLY_ENCLOSED_BY='"') +file_format = (type = 'CSV', +skip_header=1, +FIELD_OPTIONALLY_ENCLOSED_BY='"', +FIELD_DELIMITER = '|', +ESCAPE = '\\\\') on_error=ABORT_STATEMENT; """ @@ -209,7 +213,7 @@ def transform( - Adds the transformed text data as a new field to the Dataframe Args: - contents_future (str): s3 object to process + contents (str): s3 object to process failure_store (list): shared list to track text conversion failures key (str): s3 key for contents being processed batch_id (int): batch_id for etl run @@ -246,9 +250,19 @@ def handle_html2text(html: str, key: str, resolved_id: int): fileobj = BytesIO(contents) with gzip.GzipFile(fileobj=fileobj) as gzipfile: - contents_str = gzipfile.read() - dicts = [json.loads(c) for c in contents_str.splitlines()] - df = pd.DataFrame.from_records(dicts) + contents_str = gzipfile.read().decode("utf-8") + + records = [] + for line in contents_str.splitlines(): + if not line.strip(): + continue # Ignore empty lines. On 2025/02/26 a file mysteriously had an empty line between records. + try: + record = json.loads(line) + records.append(record) + except json.JSONDecodeError as e: + logger.warning(f"Invalid JSON in blob {key}: {line[:100]}... Error: {e}") + + df = pd.DataFrame.from_records(records) df.rename(columns={"article": "html"}, inplace=True) df["text"] = [ handle_html2text(html, key, resolved_id) @@ -279,7 +293,7 @@ def create_chunks(dfs: list[pd.DataFrame]) -> list[tuple]: def prep_object_data(df: pd.DataFrame) -> BytesIO: csv_buffer = BytesIO() with gzip.GzipFile(mode="w", fileobj=csv_buffer, compresslevel=1) as gz_file: - df.to_csv(gz_file, index=False) # type: ignore + df.to_csv(gz_file, index=False, sep="|", escapechar="\\") # type: ignore return csv_buffer @@ -390,7 +404,7 @@ async def etl( # running with dask runner with explicit settings for mutliprocessing -@flow(name="article-text-streaming.main") # type: ignore +@flow(name="data-products.article-text-streaming.main") # type: ignore async def main(): logger = get_run_logger() # sinlge object to pass to aws functions @@ -476,7 +490,7 @@ def batch(keys: list, n: int = NUM_FILES_PER_RUN): job_variables={ "ephemeralStorage": {"sizeInGiB": 200}, "cpu": 4096, - "memory": 8192, + "memory": 30720, "env": { "ARTICLE_DB": CS.deployment_type_value( dev="development", staging="development", main="raw" diff --git a/data-products/src/braze/update_flow.py b/data-products/src/braze/update_flow.py index eedbd08a..e43e7324 100644 --- a/data-products/src/braze/update_flow.py +++ b/data-products/src/braze/update_flow.py @@ -369,7 +369,7 @@ def get_event_properties_for_user_delta( return {} -@flow(task_runner=DaskTaskRunner()) +@flow(task_runner=DaskTaskRunner(), name="data-products.update-braze") async def update_braze( is_backfill: bool = False, max_operations_per_task_run: int = 100000 ): diff --git a/data-products/src/data_retention/deleted_accounts_flow.py b/data-products/src/data_retention/deleted_accounts_flow.py index 2c2d66f2..df3d9a1e 100644 --- a/data-products/src/data_retention/deleted_accounts_flow.py +++ b/data-products/src/data_retention/deleted_accounts_flow.py @@ -14,7 +14,7 @@ def read_sql_file(file_name: str) -> str: return p.read_text() -@flow() +@flow(name="data-products.delete-deleted-account-data") async def delete_deleted_account_data(): sfc = MozSnowflakeConnector(warehouse="USER_DATA_DELETION_WH") diff --git a/data-products/src/data_retention/snowflake_development_table_clean_up_flow.py b/data-products/src/data_retention/snowflake_development_table_clean_up_flow.py index d655bed1..e7169680 100644 --- a/data-products/src/data_retention/snowflake_development_table_clean_up_flow.py +++ b/data-products/src/data_retention/snowflake_development_table_clean_up_flow.py @@ -18,7 +18,7 @@ """ -@flow() +@flow(name="data-products.delete-old-dev-tables") async def delete_old_dev_tables(): sfc = MozSnowflakeConnector() diff --git a/data-products/src/firefox_newtab/run_jobs_flow.py b/data-products/src/firefox_newtab/run_jobs_flow.py new file mode 100644 index 00000000..69482cd2 --- /dev/null +++ b/data-products/src/firefox_newtab/run_jobs_flow.py @@ -0,0 +1,419 @@ +"""Prefect flow to extract and load BigQuery New Tab Data into Snowflake""" + +import os +from asyncio import run +from glob import glob +from pathlib import Path + +import pendulum as pdm +from common import get_script_path +from common.cloud.gcp_utils import MozGcpCredentials +from common.databases.snowflake_utils import ( + MozSnowflakeConnector, + SfGcsStage, + SnowflakeGcsStageSettings, + get_gcs_stage, +) +from common.deployment.worker import FlowDeployment, FlowSpec +from common.settings import CommonSettings, get_cached_settings +from jinja2 import Environment, FileSystemLoader +from pendulum.parser import parse as pdm_parse +from prefect import flow, get_run_logger, task +from prefect_gcp.bigquery import bigquery_query +from prefect_snowflake.database import snowflake_multiquery +from shared.async_utils import process_parallel_subflows + +CS = CommonSettings() # type: ignore + +# location of sql is relative to where the flow code is +SQL_LOCATION = os.path.join(get_script_path(), "sql") + + +# helpers for rendering jinja2 templating in sql files +def render_sql_string(sql_string: str, extra_kwargs: dict = {}) -> str: + """Helper method for rendering a jinj2 sql string + using job kwargs plus optional additional kwargs. + + Args: + sql_string (str): SQL text with jijna2 template logic. + extra_kwargs (dict): Optional kwargs to pass into template on top of + the job_kwargs. + + Returns: + SqlStmt: SqlStmt object with sql text and db engine. + """ + environment = Environment() + j2_env = environment + template = j2_env.from_string(sql_string) + return template.render(**extra_kwargs) + + +def render_sql_file( + sql_file_name: str, sql_folder: str, extra_kwargs: dict = {} +) -> str: + """Helper method for rendering a jinja2 sql file using + job kwargs plus optional additional kwargs. + + Args: + sql_file (str): File name containing SQL text with jijna2 template logic. + extra_kwargs (dict): Optional kwargs to pass into template on top of + the job_kwargs. + + Returns: + SqlStmt: SqlStmt object with sql text and db engine. + """ + # create path string for location of helpers.j2 + extras_path = os.path.join(SQL_LOCATION, "extras") + + environment = Environment( + loader=FileSystemLoader([sql_folder, extras_path]), + ) + j2_env = environment + template = j2_env.get_template(sql_file_name) + return template.render(**extra_kwargs) + + +@task() +def create_extraction( + sql_path: str, + gcp_creds: MozGcpCredentials, + interval: tuple, + extra_kwargs: dict = {}, +) -> tuple: + """Prefect task to create extraction + + Args: + sql_path (str): full path for location of extraction template sql + gcp_creds (MozGcpCredentials): instantiated gcp credentials for connecting to BQ + interval (tuple): start and end date pair to process + extra_kwargs (dict, optional): any extra key value pairs to + pass to sql template. Defaults to {}. + + Returns: + tuple: (rendered sql statement, bucket folder path) + """ + batch_start, batch_end = interval + extra_kwargs["batch_start"] = batch_start + extra_kwargs["batch_end"] = batch_end + bq_extraction_sql = """EXPORT DATA OPTIONS( + uri='gs://{{ gcs_uri }}', + format='PARQUET', + compression='SNAPPY', + overwrite=true) AS + {{ sql }}""" # noqa: E501 + + # create the bucket path for files + relative_path = sql_path.replace(SQL_LOCATION + "/", "") + + batch_folder = pdm_parse(batch_start).to_date_string() + bucket_folder = os.path.join( + relative_path, + batch_folder, + str(pdm.now(tz="UTC").int_timestamp), + ) + + extract_kwargs = { + "gcs_uri": os.path.join(gcp_creds.staging_bucket, bucket_folder, "data*.parq") + } + # render sql statement + sql_query = render_sql_file("data.sql", sql_path, extra_kwargs) + # render sql statement wrapped in export logic + extract_kwargs["sql"] = sql_query + extraction_sql_stmt = render_sql_string( + bq_extraction_sql, extra_kwargs=extract_kwargs + ) + # return the export statement and object folder + return extraction_sql_stmt, bucket_folder + + +@task() +def create_load( + bucket_folder: str, + sql_path: str, + sf_stage: SfGcsStage, + extra_kwargs: dict = {}, +) -> str: + """Create the load statement from sql template. + + Args: + bucket_folder (str): bucket folder returned from the extract statement create. + sql_path (str): full path the load sql template + extra_kwargs (dict, optional): any extra key value pairs to + pass to sql template. Defaults to {}. + + Returns: + str: snowflake load statement sql text + """ + + # create the snowflake stage uri from stage name and bucket folder + snowflake_uri = os.path.join( + sf_stage.stage_name, + bucket_folder, + ) + + # get table name from parent folder + path_obj = Path(sql_path) + table_name = path_obj.stem + + # create the load kwargs + load_kwargs = { + "snowflake_stage_uri": snowflake_uri, + "metadata_column_definitions": """_gs_file_name string, + _gs_file_row_number number, + _gs_file_date string, + _gs_file_time string, + _loaded_at timestamp_tz""", + "metadata_keys": """_gs_file_name, + _gs_file_row_number, + _gs_file_date, + _gs_file_time, + _loaded_at""", + "metadata_values": """metadata$filename, + metadata$file_row_number, + split_part(metadata$filename,'/', -3), + split_part(metadata$filename,'/', -2), + sysdate()""", + "table_name": table_name, + } + + # add any additional kwargs to load kwargs + load_kwargs.update(extra_kwargs) + + # render and return text + sql_query = render_sql_file("load.sql", sql_path, load_kwargs) + return sql_query + + +@task() +def get_intervals( + batch_start: str | None = None, + batch_end: str | None = None, + include_now: bool = False, +) -> list[tuple]: + """Get the intervals to process based on start and end date. This will behave + like a 'between' statement, which means it will return daily intervals through the + end date. Include now means that it will include an interval for today. + The default will return interval for yesterday. + + Args: + batch_start (str | None, optional): state date for interval creation. + Defaults to None. If None then default to yesterday. + batch_end (str | None, optional): end date for interval creation. + Defaults to None. If None then default to today. + include_now (bool, optional): whether to create an interval for today. + Defaults to False. + + Returns: + list[tuple]: List of pairs (start_date, end_date), which + is for >= start_date and < end_date. + """ + # start date provided then parse to pendulum datetime + if batch_start: + start_datetime = pdm_parse(batch_start) + # else default to current datetime minus 1 day + else: + start_datetime = pdm.now(tz="UTC").subtract(days=1) + # end date provided then parse to pendulum datetime + if batch_end: + end_datetime = pdm_parse(batch_end) + else: + # else default to current datetime + end_datetime = pdm.now(tz="UTC") + + # create the list of date objects to process + period_range = pdm.period( + start_datetime.start_of("day"), end_datetime.start_of("day"), absolute=True + ) + # create as pairs to support the proper where clause + intervals = [ + (x.to_datetime_string(), x.add(days=1).to_datetime_string()) + for x in period_range.range("days") + ] + # the period range will include today, so pop if we don't want it + if not include_now: + intervals.pop() + return intervals + + +@flow(name="data-products.newtab-etl-subflow") +async def interval( + sql_path: str, + gcp_creds: MozGcpCredentials, + sf_creds: MozSnowflakeConnector, + sf_stage: SfGcsStage, + interval: tuple, + extra_kwargs: dict = {}, +): + """Subflow to process an interval for a job folder. + + Args: + sql_path (str): Path to job templates + gcp_creds (MozGcpCredentials): instantiated gcp credentials + sf_creds (MozSnowflakeConnector): instantiated snowflake connector + interval (tuple): interval key pair to process + extra_kwargs (dict, optional): any extra key value pairs to + pass to sql templates. Defaults to {}. + """ + # get extraction sql and folder path + sql, folder = create_extraction(sql_path, gcp_creds, interval, extra_kwargs) + # run extraction + extract = await bigquery_query(sql, gcp_creds) + # wait for extraction to complete then create load sql + load_sql = create_load(folder, sql_path, sf_stage, extra_kwargs, wait_for=[extract]) # type: ignore # noqa: E501 + # split load sql into statements + queries = load_sql.split(";")[:-1] + # run load statements + await snowflake_multiquery(snowflake_connector=sf_creds, queries=queries) + + +@flow(name="data-products.newtab-etl") +async def main( + sql_folder: str, + include_now: bool = False, + start_date: str | None = None, + end_date: str | None = None, + extra_kwargs: dict = {}, +): + """Main flow for executing intervals for a specific job. This support recursive + execution. This means you can pass a specific job like: + "firefox_new_tab_impressions_daily/firefox_new_tab_daily_disable_rate_by_feed". + You can also just pass in "firefox_new_tab_impressions_daily" to run all jobs + in that folder. + + Args: + sql_folder (str): folder in 'sql' folder to process. Supports recursive. + include_now (bool, optional): whether to create an interval for today. + Defaults to False. + start_date (str | None, optional): state date for interval creation. + Defaults to None. If None then default to yesterday. + end_date (str | None, optional): end date for interval creation. + Defaults to None. If None then default to today. + extra_kwargs (dict, optional): any extra key value pairs to + pass to sql templates. Defaults to {}. + """ + logger = get_run_logger() + # instantiate creds for the flow + gcp_creds = MozGcpCredentials() + sf_creds = MozSnowflakeConnector() + # gcs stage + # get the proper snowflake stage from settings + stg_data = get_cached_settings(SnowflakeGcsStageSettings) + sf_stage = get_gcs_stage(stg_data.snowflake_gcp_stage_data, "default") + # get the intervals to process + intervals = get_intervals(start_date, end_date, include_now) + # process intervals + for i in intervals: + logger.info(f"Processing interval {i}...") + # list for async interval jobs + jobs = [] + # for each interval get each job folder + search_folder = os.path.join(SQL_LOCATION, sql_folder) + for g in glob(f"{search_folder}/**/data.sql", recursive=True): + p = Path(g) + sql_path = str(p.parent) + table_name = p.parent.stem + flow_name_date = pdm_parse(i[0]).to_date_string() # type: ignore + # process interval subflow for each specific job + logger.info(f"Submitting {table_name}...") + jobs.append( + interval.with_options(flow_run_name=f"{flow_name_date}-{table_name}")( + sql_path, gcp_creds, sf_creds, sf_stage, i, extra_kwargs + ) + ) + await process_parallel_subflows(jobs) + logger.info(f"Interval {i} completed!") + + +FLOW_SPEC = FlowSpec( + flow=main, + docker_env="base", + deployments=[ + FlowDeployment( + name="firefox_new_tab_impressions_daily", + cron="0 6 * * *", + parameters={ + "sql_folder": "firefox_new_tab_impressions_daily", + }, + job_variables={ + "env": { + "DF_CONFIG_SNOWFLAKE_SCHEMA": CS.deployment_type_value( + dev="braun", staging="staging", main="mozilla" + ) + }, + }, + tags=["daily-sla"], + ), + FlowDeployment( + name="firefox_new_tab_impressions_hourly", + cron="0 * * * *", + parameters={ + "sql_folder": "firefox_new_tab_impressions_hourly", + "include_now": True, + }, + job_variables={ + "env": { + "DF_CONFIG_SNOWFLAKE_SCHEMA": CS.deployment_type_value( + dev="braun", staging="staging", main="mozilla" + ) + }, + }, + tags=["hourly-sla"], + ), + FlowDeployment( + name="glean_firefox_new_tab_impressions_daily", + cron="0 6 * * *", + parameters={ + "sql_folder": "glean_firefox_new_tab_impressions_daily", + }, + job_variables={ + "env": { + "DF_CONFIG_SNOWFLAKE_SCHEMA": CS.deployment_type_value( + dev="braun", staging="staging", main="mozilla" + ) + }, + }, + tags=["daily-sla"], + ), + FlowDeployment( + name="glean_firefox_new_tab_impressions_hourly", + cron="0 * * * *", + parameters={ + "sql_folder": "glean_firefox_new_tab_impressions_hourly", + "include_now": True, + }, + job_variables={ + "env": { + "DF_CONFIG_SNOWFLAKE_SCHEMA": CS.deployment_type_value( + dev="braun", staging="staging", main="mozilla" + ) + }, + }, + tags=["hourly-sla"], + ), + FlowDeployment( + name="uapi_interactions_hourly", + cron="0 * * * *", + parameters={ + "sql_folder": "uapi_interactions_hourly", + "include_now": True, + }, + job_variables={ + "env": { + "DF_CONFIG_SNOWFLAKE_SCHEMA": CS.deployment_type_value( + dev="cbeck", staging="staging", main="mozilla" + ) + }, + }, + tags=["hourly-sla"], + ), + ], +) + +if __name__ == "__main__": + # Set start date to 7 days ago + start_date = pdm.now(tz="UTC").subtract(days=7).to_date_string() + # Set end date to today + end_date = pdm.now(tz="UTC").to_date_string() + + # Run the main flow with backfill for the last 7 days + run(main("uapi_interactions_hourly", start_date=start_date, end_date=end_date)) # type: ignore # noqa: E501 diff --git a/data-products/src/sql_etl/sql/extras/helpers.j2 b/data-products/src/firefox_newtab/sql/extras/helpers.j2 similarity index 77% rename from data-products/src/sql_etl/sql/extras/helpers.j2 rename to data-products/src/firefox_newtab/sql/extras/helpers.j2 index 2872a88c..5ebe1ac9 100644 --- a/data-products/src/sql_etl/sql/extras/helpers.j2 +++ b/data-products/src/firefox_newtab/sql/extras/helpers.j2 @@ -1,7 +1,3 @@ -{% macro parse_iso8601(datetime) %} - PARSE_TIMESTAMP('%Y-%m-%dT%H:%M:%E*SZ', '{{ datetime }}') -{% endmacro %} - {% macro sf_merge(table_def, merge_key)%} create temporary table {{ table_name }}_tmp ( @@ -18,16 +14,19 @@ $1:{{ column_def[0] }}::{{ column_def[1] }}, {% endfor %} {{ metadata_values }} - from {{ snowflake_stage_uri }} + from @{{ snowflake_stage_uri }} ); create table if not exists {{ table_name }} like {{ table_name }}_tmp; - set merge_key = (select min({{merge_key}}) from {{ table_name }}_tmp); + set min_key = (select min({{merge_key}}) from {{ table_name }}_tmp); + set max_key = (select max({{merge_key}}) from {{ table_name }}_tmp); begin; delete from {{ table_name }} - where {{ merge_key }} >= $merge_key; + where {{ merge_key }} >= $min_key + and {{ merge_key }} <= $max_key; + insert into {{ table_name }} select * from {{ table_name }}_tmp; commit; diff --git a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_disable_rate_by_feed/data.sql b/data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_disable_rate_by_feed/data.sql similarity index 89% rename from data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_disable_rate_by_feed/data.sql rename to data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_disable_rate_by_feed/data.sql index d3ceb127..a566c9ae 100644 --- a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_disable_rate_by_feed/data.sql +++ b/data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_disable_rate_by_feed/data.sql @@ -1,8 +1,3 @@ -{% set sql_engine = "bigquery" %} -{% import 'helpers.j2' as helpers with context %} -{% if for_new_offset %} - select current_timestamp() -{% else %} WITH deduplicated AS ( SELECT @@ -13,8 +8,8 @@ WITH {% else %} `moz-fx-data-shared-prod.activity_stream_live.sessions_v1` {% endif %} - WHERE submission_timestamp >= {{ helpers.parse_iso8601(batch_start) }} - AND submission_timestamp < {{ helpers.parse_iso8601(batch_end) }} + WHERE submission_timestamp >= '{{ batch_start }}' + AND submission_timestamp < '{{ batch_end }}' QUALIFY row_number() over (PARTITION BY DATE(submission_timestamp), document_id ORDER BY @@ -98,5 +93,4 @@ GROUP BY 1, 2 ORDER BY - 1; -{% endif %} \ No newline at end of file + 1; \ No newline at end of file diff --git a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_disable_rate_by_feed/load.sql b/data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_disable_rate_by_feed/load.sql similarity index 84% rename from data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_disable_rate_by_feed/load.sql rename to data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_disable_rate_by_feed/load.sql index 931f3e99..f1842778 100644 --- a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_disable_rate_by_feed/load.sql +++ b/data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_disable_rate_by_feed/load.sql @@ -1,5 +1,3 @@ -{% set sql_engine = "snowflake" %} -{% set is_multi_statement = True %} {% import 'helpers.j2' as helpers with context %} {% macro table_def() %} diff --git a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_spoc_fill_rate_by_position_feed/data.sql b/data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_spoc_fill_rate_by_position_feed/data.sql similarity index 93% rename from data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_spoc_fill_rate_by_position_feed/data.sql rename to data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_spoc_fill_rate_by_position_feed/data.sql index c97e7b55..0c5c678e 100644 --- a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_spoc_fill_rate_by_position_feed/data.sql +++ b/data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_spoc_fill_rate_by_position_feed/data.sql @@ -1,9 +1,3 @@ -{% set sql_engine = "bigquery" %} -{% import 'helpers.j2' as helpers with context %} -{% if for_new_offset %} - select current_timestamp() -{% else %} - WITH deduplicated AS ( SELECT @@ -14,8 +8,8 @@ WITH {% else %} `moz-fx-data-shared-prod.activity_stream_live.impression_stats_v1` {% endif %} - WHERE submission_timestamp >= {{ helpers.parse_iso8601(batch_start) }} - AND submission_timestamp < {{ helpers.parse_iso8601(batch_end) }} + WHERE submission_timestamp >= '{{ batch_start }}' + AND submission_timestamp < '{{ batch_end }}' QUALIFY row_number() over (PARTITION BY DATE(submission_timestamp), document_id ORDER BY @@ -161,5 +155,4 @@ FROM ORDER BY 1, 2, - 3 -{% endif %} \ No newline at end of file + 3 \ No newline at end of file diff --git a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_spoc_fill_rate_by_position_feed/load.sql b/data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_spoc_fill_rate_by_position_feed/load.sql similarity index 84% rename from data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_spoc_fill_rate_by_position_feed/load.sql rename to data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_spoc_fill_rate_by_position_feed/load.sql index d3f15d51..33cece18 100644 --- a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_spoc_fill_rate_by_position_feed/load.sql +++ b/data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_spoc_fill_rate_by_position_feed/load.sql @@ -1,5 +1,5 @@ -{% set sql_engine = "snowflake" %} -{% set is_multi_statement = True %} + + {% import 'helpers.j2' as helpers with context %} {% macro table_def() %} diff --git a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_unique_engagement_by_feed/data.sql b/data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_unique_engagement_by_feed/data.sql similarity index 93% rename from data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_unique_engagement_by_feed/data.sql rename to data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_unique_engagement_by_feed/data.sql index 98ed4b85..d1f1afdf 100644 --- a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_unique_engagement_by_feed/data.sql +++ b/data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_unique_engagement_by_feed/data.sql @@ -1,8 +1,3 @@ -{% set sql_engine = "bigquery" %} -{% import 'helpers.j2' as helpers with context %} -{% if for_new_offset %} - select current_timestamp() -{% else %} WITH deduplicated AS ( SELECT @@ -13,8 +8,8 @@ WITH {% else %} `moz-fx-data-shared-prod.activity_stream_live.impression_stats_v1` {% endif %} - WHERE submission_timestamp >= {{ helpers.parse_iso8601(batch_start) }} - AND submission_timestamp < {{ helpers.parse_iso8601(batch_end) }} + WHERE submission_timestamp >= '{{ batch_start }}' + AND submission_timestamp < '{{ batch_end }}' QUALIFY row_number() over (PARTITION BY DATE(submission_timestamp), document_id ORDER BY @@ -162,5 +157,4 @@ GROUP BY 2 ORDER BY 1, - 2; - {% endif %} \ No newline at end of file + 2; \ No newline at end of file diff --git a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_unique_engagement_by_feed/load.sql b/data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_unique_engagement_by_feed/load.sql similarity index 85% rename from data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_unique_engagement_by_feed/load.sql rename to data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_unique_engagement_by_feed/load.sql index e4c6cffb..b8b6d80e 100644 --- a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_unique_engagement_by_feed/load.sql +++ b/data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_unique_engagement_by_feed/load.sql @@ -1,5 +1,5 @@ -{% set sql_engine = "snowflake" %} -{% set is_multi_statement = True %} + + {% import 'helpers.j2' as helpers with context %} {% macro table_def() %} diff --git a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_monthly_unique_engagement_by_feed/data.sql b/data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_daily/firefox_new_tab_monthly_unique_engagement_by_feed/data.sql similarity index 88% rename from data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_monthly_unique_engagement_by_feed/data.sql rename to data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_daily/firefox_new_tab_monthly_unique_engagement_by_feed/data.sql index 189d9333..b3e1765f 100644 --- a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_monthly_unique_engagement_by_feed/data.sql +++ b/data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_daily/firefox_new_tab_monthly_unique_engagement_by_feed/data.sql @@ -1,11 +1,3 @@ -{% set sql_engine = "bigquery" %} -{% import 'helpers.j2' as helpers with context %} -{% if for_new_offset %} - select current_timestamp() -{% else %} -{% macro parse_iso8601(datetime) %} - PARSE_TIMESTAMP('%Y-%m-%dT%H:%M:%E*SZ', '{{ datetime }}') -{% endmacro %} WITH deduplicated AS ( SELECT @@ -16,8 +8,8 @@ WITH {% else %} `moz-fx-data-shared-prod.activity_stream_live.impression_stats_v1` {% endif %} - WHERE submission_timestamp >= CAST(DATE_SUB(CAST({{ helpers.parse_iso8601(batch_start) }} as DATE), INTERVAL 1 MONTH) as TIMESTAMP) - AND submission_timestamp < {{ helpers.parse_iso8601(batch_end) }} + WHERE submission_timestamp >= TIMESTAMP(DATETIME_SUB(DATETIME(TIMESTAMP('{{ batch_start }}')), INTERVAL 1 MONTH)) + AND submission_timestamp < '{{ batch_end }}' QUALIFY row_number() over (PARTITION BY DATE(submission_timestamp), document_id ORDER BY @@ -152,7 +144,7 @@ SELECT WHEN a.clicks > 0 AND a.user_prefs & 4 = 4 AND a.user_prefs & 32 = 32 AND t.type = 'spoc' THEN a.client_id END ) AS users_clicking_spocs_count, - CAST({{ helpers.parse_iso8601(batch_start) }} as DATE) as aggregation_date + DATE(DATETIME(TIMESTAMP('{{ batch_start }}'))) as aggregation_date FROM flattened_impression_data AS a LEFT JOIN @@ -167,4 +159,3 @@ GROUP BY ORDER BY 1, 2; -{% endif %} \ No newline at end of file diff --git a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_monthly_unique_engagement_by_feed/load.sql b/data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_daily/firefox_new_tab_monthly_unique_engagement_by_feed/load.sql similarity index 86% rename from data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_monthly_unique_engagement_by_feed/load.sql rename to data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_daily/firefox_new_tab_monthly_unique_engagement_by_feed/load.sql index abff70de..6e106f2f 100644 --- a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_monthly_unique_engagement_by_feed/load.sql +++ b/data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_daily/firefox_new_tab_monthly_unique_engagement_by_feed/load.sql @@ -1,5 +1,5 @@ -{% set sql_engine = "snowflake" %} -{% set is_multi_statement = True %} + + {% import 'helpers.j2' as helpers with context %} {% macro table_def() %} diff --git a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position/data.sql b/data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position/data.sql similarity index 89% rename from data-products/src/sql_etl/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position/data.sql rename to data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position/data.sql index f759611d..0fd50fd7 100644 --- a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position/data.sql +++ b/data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position/data.sql @@ -1,12 +1,15 @@ -{% set sql_engine = "bigquery" %} -{% import 'helpers.j2' as helpers with context %} WITH deduplicated AS ( SELECT * FROM - `moz-fx-data-shared-prod.activity_stream_live.impression_stats_v1` - {{helpers.legacy_rolling_24_hours_filter()}} + {% if for_backfill %} + `moz-fx-data-shared-prod.activity_stream_stable.impression_stats_v1` + {% else %} + `moz-fx-data-shared-prod.activity_stream_live.impression_stats_v1` + {% endif %} + WHERE submission_timestamp >= '{{ batch_start }}' + AND submission_timestamp < '{{ batch_end }}' QUALIFY row_number() over (PARTITION BY DATE(submission_timestamp), document_id ORDER BY diff --git a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position/load.sql b/data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position/load.sql similarity index 83% rename from data-products/src/sql_etl/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position/load.sql rename to data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position/load.sql index 155a5306..0aedc6cf 100644 --- a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position/load.sql +++ b/data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position/load.sql @@ -1,5 +1,5 @@ -{% set sql_engine = "snowflake" %} -{% set is_multi_statement = True %} + + {% import 'helpers.j2' as helpers with context %} {% macro table_def() %} diff --git a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/data.sql b/data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/data.sql similarity index 90% rename from data-products/src/sql_etl/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/data.sql rename to data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/data.sql index a6ff952e..5c81ad8d 100644 --- a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/data.sql +++ b/data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/data.sql @@ -1,12 +1,16 @@ -{% set sql_engine = "bigquery" %} -{% import 'helpers.j2' as helpers with context %} + WITH deduplicated AS ( SELECT * FROM - `moz-fx-data-shared-prod.activity_stream_live.impression_stats_v1` - {{helpers.legacy_rolling_24_hours_filter()}} + {% if for_backfill %} + `moz-fx-data-shared-prod.activity_stream_stable.impression_stats_v1` + {% else %} + `moz-fx-data-shared-prod.activity_stream_live.impression_stats_v1` + {% endif %} + WHERE submission_timestamp >= '{{ batch_start }}' + AND submission_timestamp < '{{ batch_end }}' QUALIFY row_number() over (PARTITION BY DATE(submission_timestamp), document_id ORDER BY diff --git a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/load.sql b/data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/load.sql similarity index 85% rename from data-products/src/sql_etl/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/load.sql rename to data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/load.sql index 2b6c9ee7..73d0a3ff 100644 --- a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/load.sql +++ b/data-products/src/firefox_newtab/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/load.sql @@ -1,5 +1,5 @@ -{% set sql_engine = "snowflake" %} -{% set is_multi_statement = True %} + + {% import 'helpers.j2' as helpers with context %} {% macro table_def() %} diff --git a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_disable_rate_by_feed/data.sql b/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_disable_rate_by_feed/data.sql similarity index 88% rename from data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_disable_rate_by_feed/data.sql rename to data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_disable_rate_by_feed/data.sql index 87028e0c..04122402 100644 --- a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_disable_rate_by_feed/data.sql +++ b/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_disable_rate_by_feed/data.sql @@ -1,9 +1,3 @@ -{% set sql_engine = "bigquery" %} -{% import 'helpers.j2' as helpers with context %} -{% if for_new_offset %} - select current_timestamp() -{% else %} - --replicates logic of current Prefect query using Glean data --https://github.com/Pocket/data-flows/blob/main-v2/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_disable_rate_by_feed/data.sql @@ -14,8 +8,8 @@ WITH FROM `moz-fx-data-shared-prod.firefox_desktop_live.newtab_v1` WHERE - submission_timestamp >= {{ helpers.parse_iso8601(batch_start) }} - AND submission_timestamp < {{ helpers.parse_iso8601(batch_end) }} QUALIFY ROW_NUMBER() OVER (PARTITION BY DATE(submission_timestamp), + submission_timestamp >= '{{ batch_start }}' + AND submission_timestamp < '{{ batch_end }}' QUALIFY ROW_NUMBER() OVER (PARTITION BY DATE(submission_timestamp), document_id ORDER BY submission_timestamp DESC) = 1 ) @@ -91,5 +85,4 @@ GROUP BY 1, 2 ORDER BY - 1 -{% endif %} \ No newline at end of file + 1 \ No newline at end of file diff --git a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_disable_rate_by_feed/load.sql b/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_disable_rate_by_feed/load.sql similarity index 85% rename from data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_disable_rate_by_feed/load.sql rename to data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_disable_rate_by_feed/load.sql index cac952a7..ead8a26c 100644 --- a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_disable_rate_by_feed/load.sql +++ b/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_disable_rate_by_feed/load.sql @@ -1,5 +1,5 @@ -{% set sql_engine = "snowflake" %} -{% set is_multi_statement = True %} + + {% import 'helpers.j2' as helpers with context %} {% macro table_def() %} diff --git a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_spoc_fill_rate_by_position_feed/data.sql b/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_spoc_fill_rate_by_position_feed/data.sql similarity index 92% rename from data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_spoc_fill_rate_by_position_feed/data.sql rename to data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_spoc_fill_rate_by_position_feed/data.sql index c6570794..f6d1267e 100644 --- a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_spoc_fill_rate_by_position_feed/data.sql +++ b/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_spoc_fill_rate_by_position_feed/data.sql @@ -1,9 +1,3 @@ -{% set sql_engine = "bigquery" %} -{% import 'helpers.j2' as helpers with context %} -{% if for_new_offset %} - select current_timestamp() -{% else %} - --replicates logic of current Prefect query using Glean data --https://github.com/Pocket/data-flows/blob/main-v2/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_spoc_fill_rate_by_position_feed/data.sql @@ -14,8 +8,8 @@ WITH FROM `moz-fx-data-shared-prod.firefox_desktop_live.newtab_v1` WHERE - submission_timestamp >= {{ helpers.parse_iso8601(batch_start) }} - AND submission_timestamp < {{ helpers.parse_iso8601(batch_end) }} QUALIFY ROW_NUMBER() OVER (PARTITION BY DATE(submission_timestamp), + submission_timestamp >= '{{ batch_start }}' + AND submission_timestamp < '{{ batch_end }}' QUALIFY ROW_NUMBER() OVER (PARTITION BY DATE(submission_timestamp), document_id ORDER BY submission_timestamp DESC) = 1 ), @@ -156,5 +150,4 @@ FROM ORDER BY 1, 2, - 3 -{% endif %} \ No newline at end of file + 3 \ No newline at end of file diff --git a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_spoc_fill_rate_by_position_feed/load.sql b/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_spoc_fill_rate_by_position_feed/load.sql similarity index 84% rename from data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_spoc_fill_rate_by_position_feed/load.sql rename to data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_spoc_fill_rate_by_position_feed/load.sql index 6cd7aeab..df968e70 100644 --- a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_spoc_fill_rate_by_position_feed/load.sql +++ b/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_spoc_fill_rate_by_position_feed/load.sql @@ -1,5 +1,5 @@ -{% set sql_engine = "snowflake" %} -{% set is_multi_statement = True %} + + {% import 'helpers.j2' as helpers with context %} {% macro table_def() %} diff --git a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_unique_engagement_by_feed/data.sql b/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_unique_engagement_by_feed/data.sql similarity index 85% rename from data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_unique_engagement_by_feed/data.sql rename to data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_unique_engagement_by_feed/data.sql index 12936bfb..6a2da7a7 100644 --- a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_unique_engagement_by_feed/data.sql +++ b/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_unique_engagement_by_feed/data.sql @@ -1,26 +1,31 @@ -{% set sql_engine = "bigquery" %} -{% import 'helpers.j2' as helpers with context %} -{% if for_new_offset %} - select current_timestamp() -{% else %} - --replicates logic of current Prefect query using Glean data --https://github.com/Pocket/data-flows/blob/main-v2/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_unique_engagement_by_feed/data.sql WITH deduplicated_pings AS ( SELECT - * + submission_timestamp, + document_id, + normalized_country_code, + normalized_channel, + client_info, + events, + metrics FROM - `moz-fx-data-shared-prod.firefox_desktop_live.newtab_v1` + {% if with_stable %} + `moz-fx-data-shared-prod.firefox_desktop_stable.newtab_v1` + {% else %} + `moz-fx-data-shared-prod.firefox_desktop_live.newtab_v1` + {% endif %} WHERE - submission_timestamp >= {{ helpers.parse_iso8601(batch_start) }} - AND submission_timestamp < {{ helpers.parse_iso8601(batch_end) }} QUALIFY ROW_NUMBER() OVER (PARTITION BY DATE(submission_timestamp), + submission_timestamp >= '{{ batch_start }}' + AND submission_timestamp < '{{ batch_end }}' QUALIFY ROW_NUMBER() OVER (PARTITION BY DATE(submission_timestamp), document_id ORDER BY submission_timestamp DESC) = 1 ), flattened_pocket_events AS ( SELECT + document_id, DATE(submission_timestamp) AS happened_at, CASE WHEN ( normalized_country_code IN ('US', 'CA') AND metrics.string.newtab_locale IN ('en-CA', 'en-GB', 'en-US') ) THEN 'NEW_TAB_EN_US' @@ -48,7 +53,8 @@ WITH 'is_sponsored') AS boolean) AS is_sponsored, metrics.boolean.pocket_enabled = TRUE AS pocket_enabled, metrics.boolean.pocket_sponsored_stories_enabled = TRUE AS pocket_sponsored_stories_enabled, - client_info.client_id AS client_id + client_info.client_id AS client_id, + COUNT(1) OVER (PARTITION BY document_id, e.name) as user_event_count FROM deduplicated_pings, UNNEST(events) AS e @@ -119,10 +125,10 @@ SELECT ) AS users_clicking_spocs_count, FROM flattened_pocket_events +WHERE NOT (user_event_count > 50 AND event_name = 'click') GROUP BY 1, 2 ORDER BY 1, - 2 - {% endif %} \ No newline at end of file + 2 \ No newline at end of file diff --git a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_unique_engagement_by_feed/load.sql b/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_unique_engagement_by_feed/load.sql similarity index 86% rename from data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_unique_engagement_by_feed/load.sql rename to data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_unique_engagement_by_feed/load.sql index 68d762eb..48fd9542 100644 --- a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_unique_engagement_by_feed/load.sql +++ b/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_unique_engagement_by_feed/load.sql @@ -1,5 +1,5 @@ -{% set sql_engine = "snowflake" %} -{% set is_multi_statement = True %} + + {% import 'helpers.j2' as helpers with context %} {% macro table_def() %} diff --git a/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_scheduled_corpus_item_id_position_country_locale/data.sql b/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_scheduled_corpus_item_id_position_country_locale/data.sql new file mode 100644 index 00000000..c01d7b68 --- /dev/null +++ b/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_scheduled_corpus_item_id_position_country_locale/data.sql @@ -0,0 +1,88 @@ + --replicates logic of current Prefect query using Glean data and scheduled_corpus_item_id + --https://github.com/Pocket/data-flows/blob/main-v2/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/data.sql +WITH + deduplicated_pings AS ( + SELECT + submission_timestamp, + document_id, + normalized_country_code, + client_info, + events, + metrics.string.newtab_locale AS locale + FROM + {% if with_stable %} `moz-fx-data-shared-prod.firefox_desktop_stable.newtab_v1` + {% else %} `moz-fx-data-shared-prod.firefox_desktop_live.newtab_v1` {% endif %} + WHERE + submission_timestamp >= '{{ batch_start }}' + AND submission_timestamp < '{{ batch_end }}' + QUALIFY + ROW_NUMBER() OVER (PARTITION BY DATE(submission_timestamp), + document_id + ORDER BY + submission_timestamp DESC) = 1 ), + flattened_pocket_events AS ( + SELECT + document_id, + submission_timestamp, + e.name AS event_name, + mozfun.map.get_key(e.extra, + 'scheduled_corpus_item_id') AS scheduled_corpus_item_id, + mozfun.map.get_key(e.extra, + 'position') AS position, + locale, + normalized_country_code AS country, + COUNT(1) OVER (PARTITION BY document_id, e.name) AS user_event_count + FROM + deduplicated_pings, + UNNEST(events) AS e + --filter to Pocket events + WHERE + e.category = 'pocket' + AND e.name IN ('impression', + 'click', + 'save', + 'dismiss') + -- keep only data with a non-null scheduled corpus item ID + AND (mozfun.map.get_key(e.extra, + 'scheduled_corpus_item_id') IS NOT NULL + -- include only data from Firefox 121+ + AND SAFE_CAST(SPLIT(client_info.app_display_version, '.')[0] AS int64) >= 121 )) +SELECT + DATE(submission_timestamp) AS happened_at, + scheduled_corpus_item_id, + COALESCE(SAFE_CAST(position AS int), -1) AS position, + 'CARDGRID' AS SOURCE, + locale, + country, + SUM(CASE + WHEN event_name = 'impression' THEN 1 + ELSE 0 + END + ) AS impression_count, + SUM(CASE + WHEN event_name = 'click' THEN 1 + ELSE 0 + END + ) AS click_count, + SUM(CASE + WHEN event_name = 'save' THEN 1 + ELSE 0 + END + ) AS save_count, + SUM(CASE + WHEN event_name = 'dismiss' THEN 1 + ELSE 0 + END + ) AS dismiss_count +FROM + flattened_pocket_events +WHERE + NOT (user_event_count > 50 + AND event_name = 'click') +GROUP BY + 1, + 2, + 3, + 4, + 5, + 6 \ No newline at end of file diff --git a/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_scheduled_corpus_item_id_position_country_locale/load.sql b/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_scheduled_corpus_item_id_position_country_locale/load.sql new file mode 100644 index 00000000..c8054362 --- /dev/null +++ b/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_scheduled_corpus_item_id_position_country_locale/load.sql @@ -0,0 +1,18 @@ + + +{% import 'helpers.j2' as helpers with context %} + +{% macro table_def() %} + happened_at date not null, + scheduled_corpus_item_id string, + position number not null, + source string, + locale string, + country string, + impression_count number not null, + click_count number not null, + save_count number not null, + dismiss_count number not null +{% endmacro %} + +{{ helpers.sf_merge(table_def(), 'happened_at') }} diff --git a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position/data.sql b/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position/data.sql similarity index 64% rename from data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position/data.sql rename to data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position/data.sql index 6005244e..48b3bcc9 100644 --- a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position/data.sql +++ b/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position/data.sql @@ -1,20 +1,29 @@ -{% set sql_engine = "bigquery" %} -{% import 'helpers.j2' as helpers with context %} - --replicates logic of current Prefect query using Glean data --https://github.com/Pocket/data-flows/blob/main-v2/data-products/src/sql_etl/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position/data.sql WITH deduplicated_pings AS ( SELECT - * + submission_timestamp, + document_id, + normalized_country_code, + client_info, + events FROM - `moz-fx-data-shared-prod.firefox_desktop_live.newtab_v1` {{helpers.legacy_rolling_24_hours_filter()}} QUALIFY ROW_NUMBER() OVER (PARTITION BY DATE(submission_timestamp), + {% if with_stable %} + `moz-fx-data-shared-prod.firefox_desktop_stable.newtab_v1` + {% else %} + `moz-fx-data-shared-prod.firefox_desktop_live.newtab_v1` + {% endif %} + WHERE submission_timestamp >= '{{ batch_start }}' + AND submission_timestamp < '{{ batch_end }}' + QUALIFY ROW_NUMBER() OVER (PARTITION BY DATE(submission_timestamp), document_id ORDER BY submission_timestamp DESC) = 1 ), flattened_pocket_events AS ( SELECT + document_id, submission_timestamp, e.name AS event_name, mozfun.map.get_key(e.extra, @@ -22,7 +31,8 @@ WITH mozfun.map.get_key(e.extra, 'tile_id') AS tile_id, mozfun.map.get_key(e.extra, - 'position') AS position + 'position') AS position, + COUNT(1) OVER (PARTITION BY document_id, e.name) as user_event_count FROM deduplicated_pings, UNNEST(events) AS e @@ -38,12 +48,16 @@ WITH 'recommendation_id') IS NOT NULL OR mozfun.map.get_key(e.extra, 'tile_id') IS NOT NULL) + --filter out records where scheduled corpus item ID is populated to prevent double count + --for data prior to Firefox 129 release (pre-Merino) + AND mozfun.map.get_key(e.extra, + 'scheduled_corpus_item_id') IS NULL --include only data from Firefox 121+ AND SAFE_CAST(SPLIT(client_info.app_display_version, '.')[0] AS int64) >= 121 ) SELECT DATE(submission_timestamp) AS happened_at, recommendation_id, - tile_id, + coalesce(safe_cast(tile_id as int), -1) as tile_id, coalesce(safe_cast(position as int), -1) as position, SUM(CASE WHEN event_name = 'impression' THEN 1 @@ -71,9 +85,10 @@ SELECT ) AS dismiss_count FROM flattened_pocket_events +-- Exclude suspicious activity +WHERE NOT (user_event_count > 50 AND event_name = 'click') GROUP BY 1, 2, 3, - 4 - \ No newline at end of file + 4 \ No newline at end of file diff --git a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position/load.sql b/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position/load.sql similarity index 84% rename from data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position/load.sql rename to data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position/load.sql index c4148307..7a4065bc 100644 --- a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position/load.sql +++ b/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position/load.sql @@ -1,5 +1,5 @@ -{% set sql_engine = "snowflake" %} -{% set is_multi_statement = True %} + + {% import 'helpers.j2' as helpers with context %} {% macro table_def() %} diff --git a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/data.sql b/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/data.sql similarity index 69% rename from data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/data.sql rename to data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/data.sql index 24a92d38..a2efeda0 100644 --- a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/data.sql +++ b/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/data.sql @@ -1,6 +1,3 @@ -{% set sql_engine = "bigquery" %} -{% import 'helpers.j2' as helpers with context %} - --replicates logic of current Prefect query using Glean data --https://github.com/Pocket/data-flows/blob/main-v2/data-products/src/sql_etl/sql/firefox_new_tab_impressions_hourly/firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/data.sql @@ -9,12 +6,20 @@ WITH SELECT * FROM - `moz-fx-data-shared-prod.firefox_desktop_live.newtab_v1` {{helpers.legacy_rolling_24_hours_filter()}} QUALIFY ROW_NUMBER() OVER (PARTITION BY DATE(submission_timestamp), + {% if with_stable %} + `moz-fx-data-shared-prod.firefox_desktop_stable.newtab_v1` + {% else %} + `moz-fx-data-shared-prod.firefox_desktop_live.newtab_v1` + {% endif %} + WHERE submission_timestamp >= '{{ batch_start }}' + AND submission_timestamp < '{{ batch_end }}' + QUALIFY ROW_NUMBER() OVER (PARTITION BY DATE(submission_timestamp), document_id ORDER BY submission_timestamp DESC) = 1 ), flattened_pocket_events AS ( SELECT + document_id, submission_timestamp, e.name AS event_name, mozfun.map.get_key(e.extra, @@ -24,7 +29,8 @@ WITH mozfun.map.get_key(e.extra, 'position') AS position, metrics.string.newtab_locale AS locale, - normalized_country_code AS country + normalized_country_code AS country, + COUNT(1) OVER (PARTITION BY document_id, e.name) as user_event_count FROM deduplicated_pings, UNNEST(events) AS e @@ -40,12 +46,16 @@ WITH 'recommendation_id') IS NOT NULL OR mozfun.map.get_key(e.extra, 'tile_id') IS NOT NULL) + --filter out records where scheduled corpus item ID is populated to prevent double count + --for data prior to Firefox 129 release (pre-Merino) + AND mozfun.map.get_key(e.extra, + 'scheduled_corpus_item_id') IS NULL --include only data from Firefox 121+ AND SAFE_CAST(SPLIT(client_info.app_display_version, '.')[0] AS int64) >= 121 ) SELECT DATE(submission_timestamp) AS happened_at, recommendation_id, - tile_id, + coalesce(safe_cast(tile_id as int), -1) as tile_id, coalesce(safe_cast(position as int), -1) as position, 'CARDGRID' AS source, locale, @@ -76,6 +86,7 @@ SELECT ) AS dismiss_count FROM flattened_pocket_events +WHERE NOT (user_event_count > 50 AND event_name = 'click') GROUP BY 1, 2, diff --git a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/load.sql b/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/load.sql similarity index 86% rename from data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/load.sql rename to data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/load.sql index b434859d..c2d8f850 100644 --- a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/load.sql +++ b/data-products/src/firefox_newtab/sql/glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position_country_locale/load.sql @@ -1,5 +1,5 @@ -{% set sql_engine = "snowflake" %} -{% set is_multi_statement = True %} + + {% import 'helpers.j2' as helpers with context %} {% macro table_def() %} diff --git a/data-products/src/firefox_newtab/sql/uapi_interactions_hourly/uapi_daily_interactions_by_tile_id_position/data.sql b/data-products/src/firefox_newtab/sql/uapi_interactions_hourly/uapi_daily_interactions_by_tile_id_position/data.sql new file mode 100644 index 00000000..d83afb47 --- /dev/null +++ b/data-products/src/firefox_newtab/sql/uapi_interactions_hourly/uapi_daily_interactions_by_tile_id_position/data.sql @@ -0,0 +1,26 @@ +-- Collect aggregate interactions from UAPI data +SELECT + DATE(submission_hour) AS happened_at, + CAST(NULL AS STRING) AS recommendation_id, + ad_id, + position, + SUM(CASE WHEN interaction_type = 'impression' THEN interaction_count ELSE 0 END) AS impression_count, + SUM(CASE WHEN interaction_type = 'click' THEN interaction_count ELSE 0 END) AS click_count, + 0 AS save_count, + 0 AS dismiss_count, +FROM + `moz-fx-data-shared-prod.ads_derived.interaction_aggregates_hourly_v1` +WHERE + submission_hour >= '{{ batch_start }}' + AND submission_hour < '{{ batch_end }}' + AND form_factor = 'desktop' + AND placement IN ( + 'newtab_spocs', + 'newtab_rectangle', + 'newtab_billboard', + 'newtab_leaderboard' + ) +GROUP BY + happened_at, + ad_id, + position diff --git a/data-products/src/firefox_newtab/sql/uapi_interactions_hourly/uapi_daily_interactions_by_tile_id_position/load.sql b/data-products/src/firefox_newtab/sql/uapi_interactions_hourly/uapi_daily_interactions_by_tile_id_position/load.sql new file mode 100644 index 00000000..9e9c2530 --- /dev/null +++ b/data-products/src/firefox_newtab/sql/uapi_interactions_hourly/uapi_daily_interactions_by_tile_id_position/load.sql @@ -0,0 +1,16 @@ + + +{% import 'helpers.j2' as helpers with context %} + +{% macro table_def() %} + happened_at date not null, + recommendation_id string, + ad_id number, + position number, + impression_count number not null, + click_count number not null, + save_count number not null, + dismiss_count number not null +{% endmacro %} + +{{ helpers.sf_merge(table_def(), 'happened_at') }} diff --git a/data-products/src/freestar_revenue_reporting/freestar_reporting_flow.py b/data-products/src/freestar_revenue_reporting/freestar_reporting_flow.py index 8b0db4e4..ce0fc33e 100644 --- a/data-products/src/freestar_revenue_reporting/freestar_reporting_flow.py +++ b/data-products/src/freestar_revenue_reporting/freestar_reporting_flow.py @@ -392,7 +392,7 @@ class FlowDateInputs(BaseModel): # Define the Prefect flow -@flow(name="freestar-revenue-reporting.freestar-report-flow") +@flow(name="data-products.freestar-revenue-reporting.freestar-report-flow") async def freestar_report_flow(dates: FlowDateInputs = FlowDateInputs()): """Main flow that will bootstrap Snowflake objects as needed. This will also do the necessary evaluation of dates to determine diff --git a/data-products/src/new_tab_recommendations/aggregate_engagement_flow.py b/data-products/src/new_tab_recommendations/aggregate_engagement_flow.py index 9ffcd19b..4c2b805d 100644 --- a/data-products/src/new_tab_recommendations/aggregate_engagement_flow.py +++ b/data-products/src/new_tab_recommendations/aggregate_engagement_flow.py @@ -111,6 +111,7 @@ def get_clean_telemetry_sql(country: bool = None): APPROX_COUNT_DISTINCT(IF(event_name = 'click', document_id, NULL)) AS TRAILING_1_DAY_OPENS FROM `moz-fx-mozsocial-dw-{NEW_TAB_REC_GCP_PROJECT_ENV}.{NEW_TAB_REC_DATASET}.pocket_user_events_by_country_v2` where submission_timestamp > TIMESTAMP_SUB(CURRENT_TIMESTAMP(), INTERVAL 1 DAY) + and safe_cast(tile_id as int) is not null {"and normalized_country_code = @country" if country else ""} GROUP BY tile_id ORDER BY TRAILING_1_DAY_IMPRESSIONS DESC @@ -231,7 +232,7 @@ async def export_telemetry_by_corpus_item_id( return df_telemetry.drop(columns=[join_column_name]) -@flow(name="new-tab-recommendations.aggregate-engagement") +@flow(name="data-products.new-tab-recommendations.aggregate-engagement") async def aggregate_engagement(): """ Ingests NewTab telemetry joined with Corpus metadata into a Sagemaker Feature Group. diff --git a/data-products/src/prospecting/publisher_features_flow.py b/data-products/src/prospecting/publisher_features_flow.py index 71d54efe..e4a65488 100644 --- a/data-products/src/prospecting/publisher_features_flow.py +++ b/data-products/src/prospecting/publisher_features_flow.py @@ -48,7 +48,7 @@ def transform_publisher_features(input_df: pd.DataFrame) -> pd.DataFrame: return input_df -@flow() +@flow(name="data-products.publisher-features") async def publisher_features(): sfc = MozSnowflakeConnector() diff --git a/data-products/src/recommendation_api/corpus_candidate_sets_flow.py b/data-products/src/recommendation_api/corpus_candidate_sets_flow.py index a6eca73f..5c946199 100644 --- a/data-products/src/recommendation_api/corpus_candidate_sets_flow.py +++ b/data-products/src/recommendation_api/corpus_candidate_sets_flow.py @@ -9,7 +9,7 @@ from common.deployment.worker import FlowDeployment, FlowSpec from prefect import flow, get_run_logger, task from prefect_dask import DaskTaskRunner -from prefect_snowflake.database import snowflake_query +from prefect_snowflake.database import snowflake_query, snowflake_multiquery from shared.async_utils import process_parallel_subflows_task from shared.feature_store import dataframe_to_feature_group from shared.models.corpus_candidate_set_configs import ( @@ -35,6 +35,42 @@ corpus_topic_id as "CORPUS_TOPIC_ID", 'NEW_TAB_DE_DE' as "SCHEDULED_SURFACE_ID" FROM analytics.dbt.static_corpus_candidate_set_topics + +UNION ALL + +SELECT + en_gb_curated_corpus_candidate_set_id as "CORPUS_CANDIDATE_SET_ID", + concat('en_gb/', LOWER(corpus_topic_id)) as "NAME", + corpus_topic_id as "CORPUS_TOPIC_ID", + 'NEW_TAB_EN_GB' as "SCHEDULED_SURFACE_ID" +FROM analytics.dbt.static_corpus_candidate_set_topics + +UNION ALL + +SELECT + fr_fr_curated_corpus_candidate_set_id as "CORPUS_CANDIDATE_SET_ID", + concat('fr_fr/', LOWER(corpus_topic_id)) as "NAME", + corpus_topic_id as "CORPUS_TOPIC_ID", + 'NEW_TAB_FR_FR' as "SCHEDULED_SURFACE_ID" +FROM analytics.dbt.static_corpus_candidate_set_topics + +UNION ALL + +SELECT + it_it_curated_corpus_candidate_set_id as "CORPUS_CANDIDATE_SET_ID", + concat('it_it/', LOWER(corpus_topic_id)) as "NAME", + corpus_topic_id as "CORPUS_TOPIC_ID", + 'NEW_TAB_IT_IT' as "SCHEDULED_SURFACE_ID" +FROM analytics.dbt.static_corpus_candidate_set_topics + +UNION ALL + +SELECT + es_es_curated_corpus_candidate_set_id as "CORPUS_CANDIDATE_SET_ID", + concat('es_es/', LOWER(corpus_topic_id)) as "NAME", + corpus_topic_id as "CORPUS_TOPIC_ID", + 'NEW_TAB_ES_ES' as "SCHEDULED_SURFACE_ID" +FROM analytics.dbt.static_corpus_candidate_set_topics """ @@ -93,12 +129,23 @@ async def load_corpus_candidate_set_records( ) sql_query = Path(sql_path).read_text() - corpus_items = await snowflake_query( - query=sql_query, - snowflake_connector=snowflake_connector, - params=candidate_set_config.query_params, # type: ignore - cursor_type=DictCursor, # type: ignore - ) + if candidate_set_config.is_multiquery: + # if multiquery we need to use different function + sql_split = sql_query.split(";") + results = await snowflake_multiquery( + queries=sql_split[:-1], # omit last item which will be blank + snowflake_connector=snowflake_connector, + params=candidate_set_config.query_params, # type: ignore + cursor_type=DictCursor, # type: ignore + ) + corpus_items = results[-1::][0] # only need the last set of results + else: + corpus_items = await snowflake_query( + query=sql_query, + snowflake_connector=snowflake_connector, + params=candidate_set_config.query_params, # type: ignore + cursor_type=DictCursor, # type: ignore + ) validate = validate_corpus_items( corpus_items, # type: ignore @@ -118,7 +165,7 @@ async def load_corpus_candidate_set_records( )(dataframe=df_prep, feature_group_name=feature_group) -@flow() +@flow(name="data-products.corpus-candidate-sets") async def corpus_candidate_sets(): sfc = MozSnowflakeConnector() diff --git a/data-products/src/recommendation_api/corpus_item_engagement_flow.py b/data-products/src/recommendation_api/corpus_item_engagement_flow.py index 7056028b..17f22cda 100644 --- a/data-products/src/recommendation_api/corpus_item_engagement_flow.py +++ b/data-products/src/recommendation_api/corpus_item_engagement_flow.py @@ -28,7 +28,7 @@ """ -@flow() +@flow(name="data-products.corpus-item-engagement") async def corpus_item_engagement(): sfc = MozSnowflakeConnector() diff --git a/data-products/src/recommendation_api/legacy_candidate_sets_flow.py b/data-products/src/recommendation_api/legacy_candidate_sets_flow.py index 1d258f63..a8d447d4 100644 --- a/data-products/src/recommendation_api/legacy_candidate_sets_flow.py +++ b/data-products/src/recommendation_api/legacy_candidate_sets_flow.py @@ -207,7 +207,7 @@ def transform_to_candidates( ] -@flow() +@flow(name="data-products.create-legacy-candidate-set") async def create_legacy_candidate_set(set_params_id: str): sfc = MozSnowflakeConnector() diff --git a/data-products/src/recommendation_api/sql/collections_by_recency.sql b/data-products/src/recommendation_api/sql/collections_by_recency.sql index f8456653..627281b5 100644 --- a/data-products/src/recommendation_api/sql/collections_by_recency.sql +++ b/data-products/src/recommendation_api/sql/collections_by_recency.sql @@ -13,7 +13,11 @@ WITH recent_collections AS ( AND a.CORPUS_REVIEW_STATUS = 'recommendation' AND a.LANGUAGE = %(LANGUAGE)s AND recency between DATEADD("day", %(MAX_AGE_DAYS)s, current_timestamp()) and current_timestamp() - AND a.approved_corpus_item_external_id <> 'c931d2f5-0205-48f1-a773-dd0e682977b1' -- See #incidents on 2023-03-21 + AND a.approved_corpus_item_external_id not in ( + 'c931d2f5-0205-48f1-a773-dd0e682977b1', -- See #incidents on 2023-03-21 + 'd5edaef4-fa6c-4293-934e-33d4db207ddd' -- And again on 2024-09-19 + ) + QUALIFY row_number() OVER (PARTITION BY a.APPROVED_CORPUS_ITEM_EXTERNAL_ID ORDER BY recency DESC) = 1 ) @@ -23,3 +27,4 @@ SELECT publisher as "PUBLISHER" FROM recent_collections ORDER BY recency DESC +LIMIT 200 diff --git a/data-products/src/recommendation_api/sql/labeled_collection_stories.sql b/data-products/src/recommendation_api/sql/labeled_collection_stories.sql index 4ceba11b..2f981e2c 100644 --- a/data-products/src/recommendation_api/sql/labeled_collection_stories.sql +++ b/data-products/src/recommendation_api/sql/labeled_collection_stories.sql @@ -17,5 +17,10 @@ select aci.publisher as "PUBLISHER" from analytics.dbt.approved_corpus_items as aci inner join labeled_stories as ls on ls.url = aci.url -where aci.approved_corpus_item_external_id != 'c931d2f5-0205-48f1-a773-dd0e682977b1' -- See #incidents on 2023-03-21 -and TOPIC is not null and PUBLISHER is not null -- Recommendations need to always have a topic and publisher \ No newline at end of file +where aci.approved_corpus_item_external_id not in ( + 'c931d2f5-0205-48f1-a773-dd0e682977b1', -- See #incidents on 2023-03-21 + 'd5edaef4-fa6c-4293-934e-33d4db207ddd' -- And again on 2024-09-19 + ) + +and TOPIC is not null and PUBLISHER is not null -- Recommendations need to always have a topic and publisher +limit 200 diff --git a/data-products/src/recommendation_api/sql/life_hacks.sql b/data-products/src/recommendation_api/sql/life_hacks.sql index 521755ec..ed520dcb 100644 --- a/data-products/src/recommendation_api/sql/life_hacks.sql +++ b/data-products/src/recommendation_api/sql/life_hacks.sql @@ -6,7 +6,7 @@ WITH recently_updated_items as ( reviewed_corpus_item_updated_at as "REVIEW_TIME" FROM "ANALYTICS"."DBT"."APPROVED_CORPUS_ITEMS" WHERE CORPUS_REVIEW_STATUS = 'recommendation' - AND SCHEDULED_SURFACE_ID = 'NEW_TAB_EN_US' + AND SCHEDULED_SURFACE_ID = %(SCHEDULED_SURFACE_ID)s AND NOT is_syndicated AND NOT is_collection ), @@ -20,7 +20,7 @@ recently_scheduled_items as ( FROM "ANALYTICS"."DBT"."SCHEDULED_CORPUS_ITEMS" WHERE SCHEDULED_CORPUS_ITEM_SCHEDULED_AT < current_timestamp() AND CORPUS_ITEM_LOADED_FROM = 'MANUAL' -- should this be removed? - AND SCHEDULED_SURFACE_ID = 'NEW_TAB_EN_US' + AND SCHEDULED_SURFACE_ID = %(SCHEDULED_SURFACE_ID)s AND NOT is_syndicated AND NOT is_collection ) @@ -34,7 +34,11 @@ FROM UNION ALL SELECT * FROM recently_updated_items) WHERE TOPIC IN (%(CORPUS_TOPIC_LIST)s) -AND id <> 'c931d2f5-0205-48f1-a773-dd0e682977b1' -- See #incidents on 2023-03-21 +AND id not in ( + 'c931d2f5-0205-48f1-a773-dd0e682977b1', -- See #incidents on 2023-03-21 + 'd5edaef4-fa6c-4293-934e-33d4db207ddd' -- And again on 2024-09-19 +) AND REVIEW_TIME >= current_date() - %(MAX_AGE_DAYS)s QUALIFY row_number() OVER (PARTITION BY ID ORDER BY REVIEW_TIME DESC) = 1 ORDER BY REVIEW_TIME DESC +LIMIT 200 diff --git a/data-products/src/recommendation_api/sql/recommended_by_recency.sql b/data-products/src/recommendation_api/sql/recommended_by_recency.sql index 668694d0..2a37a76b 100644 --- a/data-products/src/recommendation_api/sql/recommended_by_recency.sql +++ b/data-products/src/recommendation_api/sql/recommended_by_recency.sql @@ -1,15 +1,30 @@ +-- this script is only called for NEW_TAB_EN_US, so we can hard-code the timezone and offset below + +-- get the current timestamp in EST +SET max_timestamp = CONVERT_TIMEZONE('UTC', 'America/New_York', current_timestamp()); + +-- adjust for 3am offset for en-US new tab content rollover +SET max_timestamp = dateadd(hour, -3, $max_timestamp); + WITH recently_updated_items as ( SELECT approved_corpus_item_external_id as "ID", topic as "TOPIC", publisher as "PUBLISHER", - reviewed_corpus_item_updated_at as "REVIEW_TIME" + reviewed_corpus_item_updated_at as "REVIEW_TIME", + -- prefer scheduled items over approved items + 2 as "RELEVANCE" FROM "ANALYTICS"."DBT"."APPROVED_CORPUS_ITEMS" WHERE CORPUS_REVIEW_STATUS = 'recommendation' + -- only pull corpus items that were reviewed before the max_timestamp + AND REVIEWED_CORPUS_ITEM_CREATED_AT < $max_timestamp AND SCHEDULED_SURFACE_ID = %(SCHEDULED_SURFACE_ID)s AND NOT is_syndicated AND NOT is_collection - AND approved_corpus_item_external_id <> 'c931d2f5-0205-48f1-a773-dd0e682977b1' -- See #incidents on 2023-03-21 + AND approved_corpus_item_external_id not in ( + 'c931d2f5-0205-48f1-a773-dd0e682977b1', -- See #incidents on 2023-03-21 + 'd5edaef4-fa6c-4293-934e-33d4db207ddd' -- And again on 2024-09-19 + ) ), recently_scheduled_items as ( @@ -17,10 +32,12 @@ recently_scheduled_items as ( approved_corpus_item_external_id as "ID", topic as "TOPIC", publisher as "PUBLISHER", - scheduled_corpus_item_scheduled_at as "REVIEW_TIME" + scheduled_corpus_item_scheduled_at as "REVIEW_TIME", + -- prefer scheduled items over approved items + 1 as "RELEVANCE" FROM "ANALYTICS"."DBT"."SCHEDULED_CORPUS_ITEMS" - WHERE SCHEDULED_CORPUS_ITEM_SCHEDULED_AT < current_timestamp() - AND CORPUS_ITEM_LOADED_FROM = 'MANUAL' -- should this be removed? + -- only pull scheduled items that are scheduled before the max_timestamp + WHERE SCHEDULED_CORPUS_ITEM_SCHEDULED_AT < $max_timestamp AND SCHEDULED_SURFACE_ID = %(SCHEDULED_SURFACE_ID)s AND NOT is_syndicated AND NOT is_collection @@ -44,4 +61,6 @@ SELECT TOPIC, PUBLISHER FROM deduped -QUALIFY row_number() OVER (PARTITION BY TOPIC ORDER BY REVIEW_TIME DESC) <= %(N_RECS_PER_TOPIC)s; +WHERE TOPIC is not null +AND PUBLISHER is not null +QUALIFY row_number() OVER (PARTITION BY TOPIC ORDER BY RELEVANCE, REVIEW_TIME DESC) <= %(N_RECS_PER_TOPIC)s; diff --git a/data-products/src/recommendation_api/sql/scheduled_not_syndicated_or_collection.sql b/data-products/src/recommendation_api/sql/scheduled_not_syndicated_or_collection.sql index 27ac2114..56191867 100644 --- a/data-products/src/recommendation_api/sql/scheduled_not_syndicated_or_collection.sql +++ b/data-products/src/recommendation_api/sql/scheduled_not_syndicated_or_collection.sql @@ -4,9 +4,13 @@ SELECT PUBLISHER AS "PUBLISHER" FROM "ANALYTICS"."DBT"."SCHEDULED_CORPUS_ITEMS" WHERE SCHEDULED_SURFACE_ID = %(SCHEDULED_SURFACE_ID)s -AND approved_corpus_item_external_id <> 'c931d2f5-0205-48f1-a773-dd0e682977b1' -- See #incidents on 2023-03-21 +AND approved_corpus_item_external_id not in ( + 'c931d2f5-0205-48f1-a773-dd0e682977b1', -- See #incidents on 2023-03-21 + 'd5edaef4-fa6c-4293-934e-33d4db207ddd' -- And again on 2024-09-19 +) AND NOT IS_SYNDICATED AND NOT IS_COLLECTION AND SCHEDULED_CORPUS_ITEM_SCHEDULED_AT BETWEEN DATEADD(day, %(MAX_AGE_DAYS)s, CURRENT_DATE) AND CURRENT_DATE QUALIFY row_number() OVER (PARTITION BY APPROVED_CORPUS_ITEM_EXTERNAL_ID ORDER BY SCHEDULED_CORPUS_ITEM_SCHEDULED_AT DESC) = 1 ORDER BY SCHEDULED_CORPUS_ITEM_SCHEDULED_AT DESC +LIMIT 200 diff --git a/data-products/src/recommendation_api/sql/scheduled_syndicated.sql b/data-products/src/recommendation_api/sql/scheduled_syndicated.sql index e588f44b..c4e63c78 100644 --- a/data-products/src/recommendation_api/sql/scheduled_syndicated.sql +++ b/data-products/src/recommendation_api/sql/scheduled_syndicated.sql @@ -1,11 +1,14 @@ SELECT - APPROVED_CORPUS_ITEM_EXTERNAL_ID as "ID", - TOPIC as "TOPIC", - PUBLISHER AS "PUBLISHER" -FROM "ANALYTICS"."DBT"."SCHEDULED_CORPUS_ITEMS" -WHERE SCHEDULED_SURFACE_ID = %(SCHEDULED_SURFACE_ID)s -AND approved_corpus_item_external_id <> 'c931d2f5-0205-48f1-a773-dd0e682977b1' -- See #incidents on 2023-03-21 -AND IS_SYNDICATED -AND SCHEDULED_CORPUS_ITEM_SCHEDULED_AT BETWEEN DATEADD(day, %(MAX_AGE_DAYS)s, CURRENT_DATE) AND CURRENT_DATE -QUALIFY row_number() OVER (PARTITION BY APPROVED_CORPUS_ITEM_EXTERNAL_ID ORDER BY SCHEDULED_CORPUS_ITEM_SCHEDULED_AT DESC) = 1 -ORDER BY SCHEDULED_CORPUS_ITEM_SCHEDULED_AT DESC + s.APPROVED_CORPUS_ITEM_EXTERNAL_ID as "ID", + i.TOPIC as "TOPIC", + i.PUBLISHER AS "PUBLISHER" +FROM "ANALYTICS"."DBT"."SCHEDULED_CORPUS_ITEMS" AS s +LEFT JOIN "ANALYTICS"."DBT"."CORPUS_ITEMS_UPDATED" AS i +ON s.APPROVED_CORPUS_ITEM_EXTERNAL_ID = i.APPROVED_CORPUS_ITEM_EXTERNAL_ID +WHERE s.SCHEDULED_SURFACE_ID = %(SCHEDULED_SURFACE_ID)s +AND i.TOPIC IS NOT NULL +AND i.IS_SYNDICATED +AND s.SCHEDULED_CORPUS_ITEM_SCHEDULED_AT BETWEEN DATEADD(day, %(MAX_AGE_DAYS)s, CURRENT_DATE) AND CURRENT_DATE +QUALIFY row_number() OVER (PARTITION BY s.APPROVED_CORPUS_ITEM_EXTERNAL_ID ORDER BY s.SCHEDULED_CORPUS_ITEM_SCHEDULED_AT DESC) = 1 +ORDER BY s.SCHEDULED_CORPUS_ITEM_SCHEDULED_AT DESC +LIMIT 200 diff --git a/data-products/src/recommendation_api/sql/topic.sql b/data-products/src/recommendation_api/sql/topic.sql index a577a73b..2da3bff6 100644 --- a/data-products/src/recommendation_api/sql/topic.sql +++ b/data-products/src/recommendation_api/sql/topic.sql @@ -34,5 +34,10 @@ SELECT TOPIC, PUBLISHER FROM PREP -WHERE id <> 'c931d2f5-0205-48f1-a773-dd0e682977b1' -- See #incidents on 2023-03-21 +WHERE id not in ( + 'c931d2f5-0205-48f1-a773-dd0e682977b1', -- See #incidents on 2023-03-21 + 'd5edaef4-fa6c-4293-934e-33d4db207ddd' -- And again on 2024-09-19 +) + QUALIFY row_number() OVER (PARTITION BY ID ORDER BY REVIEW_TIME DESC) = 1 +LIMIT 200 diff --git a/data-products/src/recommendation_api/user_impressions_flow.py b/data-products/src/recommendation_api/user_impressions_flow.py index 412c764d..ce338b5b 100644 --- a/data-products/src/recommendation_api/user_impressions_flow.py +++ b/data-products/src/recommendation_api/user_impressions_flow.py @@ -36,7 +36,7 @@ """ -@flow() +@flow(name="data-products.user-impressions") async def user_impressions(max_impr_age: int = 14, max_impr_count: int = 9): sfc = MozSnowflakeConnector( warehouse=f"PREFECT_WH_{CS.dev_or_production.upper()}_XLARGE" diff --git a/data-products/src/shared/models/corpus_candidate_set_configs.py b/data-products/src/shared/models/corpus_candidate_set_configs.py index eda4a47c..46254418 100644 --- a/data-products/src/shared/models/corpus_candidate_set_configs.py +++ b/data-products/src/shared/models/corpus_candidate_set_configs.py @@ -13,6 +13,7 @@ class CorpusCandidateSetConfig(BaseModel): query_params: Optional[Dict] = Field( description="Optional Snowflake query parameters" ) + is_multiquery: bool = False static_candidate_set_configs = [ @@ -41,6 +42,82 @@ class CorpusCandidateSetConfig(BaseModel): name="en_us/life_hacks", query_filename="life_hacks.sql", query_params={ + "MAX_AGE_DAYS": 30, + "SCHEDULED_SURFACE_ID": "NEW_TAB_EN_US", + "CORPUS_TOPIC_LIST": [ + "SELF_IMPROVEMENT", + "CAREER", + "HEALTH_FITNESS", + "PERSONAL_FINANCE", + ], + }, + ), + CorpusCandidateSetConfig( + id="1b086a7e-7f49-416b-8fd6-254d84001f7c", + name="de_de/life_hacks", + query_filename="life_hacks.sql", + query_params={ + "SCHEDULED_SURFACE_ID": "NEW_TAB_DE_DE", + "MAX_AGE_DAYS": 30, + "CORPUS_TOPIC_LIST": [ + "SELF_IMPROVEMENT", + "CAREER", + "HEALTH_FITNESS", + "PERSONAL_FINANCE", + ], + }, + ), + CorpusCandidateSetConfig( + id="b5179696-4516-4d2f-b42b-b0424e3e4d18", + name="en_gb/life_hacks", + query_filename="life_hacks.sql", + query_params={ + "SCHEDULED_SURFACE_ID": "NEW_TAB_EN_GB", + "MAX_AGE_DAYS": 30, + "CORPUS_TOPIC_LIST": [ + "SELF_IMPROVEMENT", + "CAREER", + "HEALTH_FITNESS", + "PERSONAL_FINANCE", + ], + }, + ), + CorpusCandidateSetConfig( + id="c082fb1f-bec9-45e5-b119-e658cc29366c", + name="fr_fr/life_hacks", + query_filename="life_hacks.sql", + query_params={ + "SCHEDULED_SURFACE_ID": "NEW_TAB_FR_FR", + "MAX_AGE_DAYS": 30, + "CORPUS_TOPIC_LIST": [ + "SELF_IMPROVEMENT", + "CAREER", + "HEALTH_FITNESS", + "PERSONAL_FINANCE", + ], + }, + ), + CorpusCandidateSetConfig( + id="22312367-36a5-4ceb-bce6-7fea7e83759b", + name="it_it/life_hacks", + query_filename="life_hacks.sql", + query_params={ + "SCHEDULED_SURFACE_ID": "NEW_TAB_IT_IT", + "MAX_AGE_DAYS": 30, + "CORPUS_TOPIC_LIST": [ + "SELF_IMPROVEMENT", + "CAREER", + "HEALTH_FITNESS", + "PERSONAL_FINANCE", + ], + }, + ), + CorpusCandidateSetConfig( + id="c62e86b4-8d88-4036-80e3-00394323946f", + name="es_es/life_hacks", + query_filename="life_hacks.sql", + query_params={ + "SCHEDULED_SURFACE_ID": "NEW_TAB_ES_ES", "MAX_AGE_DAYS": 30, "CORPUS_TOPIC_LIST": [ "SELF_IMPROVEMENT", @@ -68,11 +145,36 @@ class CorpusCandidateSetConfig(BaseModel): query_filename="scheduled_not_syndicated_or_collection.sql", query_params={"MAX_AGE_DAYS": -3, "SCHEDULED_SURFACE_ID": "NEW_TAB_DE_DE"}, ), + CorpusCandidateSetConfig( + id="43637b16-1572-4f9b-ba5b-cb686d665633", + name="en_gb/new_tab_not_syndicated_or_collection", + query_filename="scheduled_not_syndicated_or_collection.sql", + query_params={"MAX_AGE_DAYS": -3, "SCHEDULED_SURFACE_ID": "NEW_TAB_EN_GB"}, + ), + CorpusCandidateSetConfig( + id="70c4dffe-dd0b-4d97-ba76-69778b921b21", + name="fr_fr/new_tab_not_syndicated_or_collection", + query_filename="scheduled_not_syndicated_or_collection.sql", + query_params={"MAX_AGE_DAYS": -3, "SCHEDULED_SURFACE_ID": "NEW_TAB_FR_FR"}, + ), + CorpusCandidateSetConfig( + id="bbf0dccb-d1a2-45bd-a0fd-7d8b8f61bb7a", + name="it_it/new_tab_not_syndicated_or_collection", + query_filename="scheduled_not_syndicated_or_collection.sql", + query_params={"MAX_AGE_DAYS": -3, "SCHEDULED_SURFACE_ID": "NEW_TAB_IT_IT"}, + ), + CorpusCandidateSetConfig( + id="62b47b84-c32b-4798-8599-e75d61f8c21b", + name="es_es/new_tab_not_syndicated_or_collection", + query_filename="scheduled_not_syndicated_or_collection.sql", + query_params={"MAX_AGE_DAYS": -3, "SCHEDULED_SURFACE_ID": "NEW_TAB_ES_ES"}, + ), CorpusCandidateSetConfig( id="2066c835-a940-45ec-b1f7-267457d9e0a2", name="en_us/recommended_by_recency", query_filename="recommended_by_recency.sql", query_params={"N_RECS_PER_TOPIC": 6, "SCHEDULED_SURFACE_ID": "NEW_TAB_EN_US"}, + is_multiquery=True, ), CorpusCandidateSetConfig( id="0e0a8663-a2c1-430e-9b8c-3a5b6d9eda11", diff --git a/data-products/src/shared/utils.py b/data-products/src/shared/utils.py deleted file mode 100644 index ff9e5b35..00000000 --- a/data-products/src/shared/utils.py +++ /dev/null @@ -1,504 +0,0 @@ -import os -from copy import deepcopy -from pathlib import Path -from typing import Any, Literal, Optional, Union - -import pendulum as pdm -from common.cloud.gcp_utils import MozGcpCredentials -from common.databases.snowflake_utils import MozSnowflakeConnector -from common.databases.sqlalchemy_utils import MozSqlalchemyCredentialsRead -from common.settings import Settings -from jinja2 import Environment, FileSystemLoader, Template -from pendulum import from_format -from pendulum.datetime import DateTime -from pendulum.parser import parse -from prefect import task -from prefect_gcp.bigquery import bigquery_query -from prefect_snowflake.database import snowflake_multiquery, snowflake_query -from prefect_sqlalchemy.database import sqlalchemy_execute -from pydantic import BaseModel, Field, PrivateAttr - - -class SharedUtilsSettings(Settings): - """Setting model to define reusable settings.""" - - sql_template_path: Optional[str] - - -class IntervalSet(BaseModel): - """Model to leverage for interacting with batch intervals. - Optional types are to support passing an interval set for full refresh. - """ - - batch_start: str = Field(description="Interval start datetime.") - batch_end: Optional[str] = Field(description="Interval end datetime.") - first_interval_start: Optional[str] = Field( - description="First full day in interval list." - ) - sets_end: Optional[str] = Field( - description="Batch end used to stop at.", - ) - is_initial: Optional[bool] = Field( - description=( - "Flag to use for SQL template because the initial " - "start filter will '>' as opposed to '>='." - ) - ) - is_final: Optional[bool] = Field( - description=( - "Flag to use for SQL template because the final interval " - "may trigger special logic for offset." - ) - ) - - @property - def time_format_string(self) -> str: - """Helper for getting the time format string used. - - Returns: - str: time format string used for folder. - """ - return "HH-mm-ss-SSS" - - @property - def partition_datetime(self) -> DateTime: - """Helper for getting the DateTime object used for defining partition - - Returns: - DateTime: DateTime object used for defining partition. - """ - return parse(self.batch_start) # type: ignore - - @property - def partition_date_folder(self) -> str: - """Helper for getting the partition date folder used. - - Returns: - str: Partition date folder used. - """ - date_str = self.partition_datetime.to_date_string() # type: ignore - return f"date={date_str}" - - @property - def partition_time_folder(self) -> str: - """Helper for getting the partition time folder used. - - Returns: - str: Partition time folder used. - """ - time_str = self.partition_datetime.format(self.time_format_string) # type: ignore # noqa: E501 - return f"time={time_str}" - - @property - def partition_folders(self) -> str: - """Helper for getting date time partition folders. - - Returns: - str: Date time partition folders. - """ - return f"{self.partition_date_folder}/{self.partition_time_folder}" - - @property - def partition_timestamp(self) -> int: - """Helper for getting unix timestamp as an int. - - Returns: - int: Partition unix timestamp int. - """ - return self.partition_datetime.int_timestamp # type: ignore - - -# Globals to help with enforcing engine types and dynamic tasks -QUERY_ENGINE_MAPPING = { - "snowflake": {"snowflake_connector": MozSnowflakeConnector}, - "bigquery": {"gcp_credentials": MozGcpCredentials}, - "postgres": {"sqlalchemy_credentials": MozSqlalchemyCredentialsRead}, - "mysql": {"sqlalchemy_credentials": MozSqlalchemyCredentialsRead}, -} -QUERY_ENGINE_TYPES_LITERAL = Literal["snowflake", "bigquery", "postgres", "mysql"] -QUERY_ENGINE_TYPES_SET = QUERY_ENGINE_MAPPING.keys() - - -class SqlStmt(BaseModel): - """Pydantic model representing a sql statement with - db engine to run on. - """ - - sql_text: str - sql_engine: QUERY_ENGINE_TYPES_LITERAL - is_multi_statement: bool - connection_overrides: dict - _creds_param_name: str = PrivateAttr() - _creds_param_value: Any = PrivateAttr() - - def _init_private_attributes(self) -> None: - """Great way to update private attributes without - losing autocomplete on the model. - - https://github.com/pydantic/pydantic/discussions/3512#discussioncomment-3226167 - - """ - super()._init_private_attributes() - for k, v in QUERY_ENGINE_MAPPING[self.sql_engine].items(): - self._creds_param_name = k - self._creds_param_value = v - - @property - def standard_kwargs(self) -> dict: - """Returns a standard set of kwargs for query task - based on engine that gets passed to run_query_task. - - Returns: - dict: standard kwargs. - """ - return { - "query": self.sql_text, - self._creds_param_name: self._creds_param_value( - **self.connection_overrides.get(self._creds_param_name, {}) - ), - } - - async def run_query_task(self, task_name: str, **kwargs) -> list[tuple]: - """Helper method to dynamically execute the proper - query task based on sql statement attributes. - - Args: - task_name (str): Name to pass to query task - - Returns: - list[tuple]: Query results. - """ - task_mapping = { - "snowflake": {"single": snowflake_query, "multi": snowflake_multiquery}, - "bigquery": {"single": bigquery_query}, - "default": {"single": sqlalchemy_execute}, - } - standard_kwargs = self.standard_kwargs - query_task = task_mapping["default"]["single"] - sql_engine = self.sql_engine - is_multi_statement = self.is_multi_statement - if sql_engine in ["snowflake", "bigquery"]: - if sql_engine == "snowflake" and is_multi_statement: - query_task = task_mapping[sql_engine]["multi"] - standard_kwargs["queries"] = ( - standard_kwargs["query"].rstrip().rstrip(";").split(";") - ) - standard_kwargs.pop("query") - else: - query_task = task_mapping[sql_engine]["single"] - else: - standard_kwargs["statement"] = standard_kwargs["query"] - standard_kwargs.pop("query") - kwargs.update(standard_kwargs) - return await query_task.with_options(name=task_name)(**kwargs) - - -class SqlJob(BaseModel): - """Model for parameters to passed to an sql job request.""" - - sql_folder_name: str = Field( - description="Relative folder name containing sql.", - ) - # setting sql_templat_path as private attribute to allow for... - # easier override in child classes via _init_private_attributes - _sql_template_path: Optional[str] = PrivateAttr() - initial_last_offset: Optional[str] = Field( - description="Optional initial batch start offset.", - ) - override_last_offset: Optional[str] = Field( - description="Optional batch start override to backfill as needed.", - ) - override_batch_end: Optional[str] = Field( - description="Optional batch end override to hard stop at.", - ) - include_now: bool = Field( - False, - description=("Whether to include up to current utc datetime in extraction"), - ) - connection_overrides: dict[str, dict] = Field( - {}, - description=( - """Any additional keyword arguments as a dictionary - to pass into the connector. Must in the form of: - - {"connector_param_name": { - "arg_name": "arg_value" - } - } - """ - ), - ) - kwargs: dict = Field( - {}, - description=( - "Any additional keyword arguments as a dictionary" - "to pass into your templates." - ), - ) - - def _init_private_attributes(self) -> None: - """Great way to update private attributes without - losing autocomplete on the model. - - https://github.com/pydantic/pydantic/discussions/3512#discussioncomment-3226167 - - """ - super()._init_private_attributes() - self._sql_template_path = SharedUtilsSettings().sql_template_path # type: ignore # noqa: E501 - - @property - def job_file_path(self): - return os.path.join(self._sql_template_path, self.sql_folder_name) # type: ignore # noqa: E501 - - @property - def extras_file_path(self): - return os.path.join(self._sql_template_path, "extras") # type: ignore # noqa: E501 - - @property - def job_kwargs(self) -> dict: - """Returns a flat dictionary of the kwargs parameter - plus the other top level parameters. This gets passed to - the tempate rendering methods. - - Returns: - dict: Model parameters as a single dict with kwargs items inline. - """ - top_level_kwargs = deepcopy(self.dict()) - top_level_kwargs.pop("kwargs") - job_kwargs = deepcopy(self.kwargs) - job_kwargs.update(top_level_kwargs) - return job_kwargs - - def render_from_template(self, template: Template, render_kwargs: dict) -> SqlStmt: - """Helper function - - Args: - template (Template): jinja2 Template object to render. - render_kwargs (dict): kwargs to pass to render function. - - Raises: - Exception: Exception that enforces existence of sql engine variable. - - Returns: - SqlStmt: SqlStmt object with sql text and db engine. - """ - - sql_engine = "snowflake" - is_multi_statement = False - try: - sql_engine = template.module.sql_engine # type: ignore - except AttributeError: - raise Exception( - 'SQL file must have jinja2 block {% set sql_engine = "" %}' - f", and must be one of {QUERY_ENGINE_TYPES_SET}" - ) - try: - is_multi_statement = template.module.is_multi_statement # type: ignore - except AttributeError: - pass - sql_text = template.render(**render_kwargs) - return SqlStmt( - sql_engine=sql_engine, - sql_text=sql_text, - is_multi_statement=is_multi_statement, - connection_overrides=self.connection_overrides, - ) - - def render_sql_string(self, sql_string: str, extra_kwargs: dict = {}) -> SqlStmt: - """Helper method for rendering a jinj2 sql string - using job kwargs plus optional additional kwargs. - - Args: - sql_string (str): SQL text with jijna2 template logic. - extra_kwargs (dict): Optional kwargs to pass into template on top of - the job_kwargs. - - Returns: - SqlStmt: SqlStmt object with sql text and db engine. - """ - render_kwargs = deepcopy(self.job_kwargs) - render_kwargs.update(extra_kwargs) - environment = Environment() - j2_env = environment - template = j2_env.from_string(sql_string) - return self.render_from_template(template, render_kwargs) - - def render_sql_file(self, sql_file: str, extra_kwargs: dict = {}) -> SqlStmt: - """Helper method for rendering a jinja2 sql file using - job kwargs plus optional additional kwargs. - - Args: - sql_file (str): File name containing SQL text with jijna2 template logic. - extra_kwargs (dict): Optional kwargs to pass into template on top of - the job_kwargs. - - Returns: - SqlStmt: SqlStmt object with sql text and db engine. - """ - render_kwargs = deepcopy(self.job_kwargs) - render_kwargs.update(extra_kwargs) - environment = Environment( - loader=FileSystemLoader([self.job_file_path, self.extras_file_path]), - ) - j2_env = environment - template = j2_env.get_template(sql_file) - return self.render_from_template(template, render_kwargs) - - def get_intervals(self, last_offset: Union[str, None] = None) -> list[IntervalSet]: - """Method that returns the intervals to be used for sql job. - - This means that the range of time to process will be split into - many intervals (currently only support days) given that the range spans - multiple intervals. - - If the range does not span multiple intervals, then the result is one - interval, depending on the value of the include_now parameter. - - Unless include_now is True, the last interval in the list - will be the last full interval in the range. For example, since we only - support days, if the last offset is today, there should be no intervals - to process, becuase the default is up through yesterday (UTC). If include_now - is True, then that final interval in the list will end before now (UTC) or the - end_date_override. - The existence of end_date_override ignores include_now = False. - - Args: - last_offset (str): Last offset to use for getting proper intervals. - If None, then defaults to value of override or initial offsets. - - Returns: - list[IntervalSet]: List of intervals to use for job processing. - """ - # use override end date if provided - # default to now UTC - batch_end = self.override_batch_end or pdm.now(tz="UTC").to_iso8601_string() - # if last_offset is None, we use the initial offset - if last_offset is None or last_offset == "None": - last_offset = self.initial_last_offset - # override last offset if provided - last_offset_str = self.override_last_offset or str(last_offset) - # the resulting last_offset_str cannot be None - if last_offset_str is None or last_offset_str == "None": - raise ValueError( - "The resulting last offset cannot be None. " - "If last_offset is None, then initial_last_offset or " - "override_last_offset must be set" - ) - # offset will be incremented by 1 microseconds - # to support using '>=' and '<' for all intervals - # this is less aggressive than using 1000 (1 millisecond) - last_offset_final = parse(last_offset_str).add(microseconds=1) # type: ignore - # the calculated intervals should start from - # the first full interval after the last offset - start = last_offset_final.end_of("day").add(microseconds=1) # type: ignore - end = parse(batch_end) - # create a pendulum period - period_range = pdm.period(start, end, absolute=True) # type: ignore - # create base list of datetime object from period - # only include if less then of equal to start of period - # end datetime - intervals = [ - x - for x in period_range.range("days") - if x <= end.start_of("day") # type: ignore - ] - if intervals: - # if we have intervals, insert offset as the first - intervals.insert(0, last_offset_final) - # setting base end to the last item in list - # this is for include_now and override logic - base_end = intervals[-1] - # only append base_end if needed and > then base_end - if self.include_now or self.override_batch_end: - if end > base_end: # type: ignore - intervals.append(end) - base_end = end - # create base parameters for the for loop - interval_len = len(intervals) - last_idx = interval_len - 2 - # create the staging list of intervat sets - interval_sets = [] - # set proper first_interval_start - first_interval_start = start - first_item_time = intervals[0].to_time_string() # type: ignore - # this evaluation is needed because if the offset value... - # turns out to be the start of the day, then that is really... - # the first interval start and helper with more efficient file clean up - if first_item_time == "00:00:00": - first_interval_start = intervals[0] - for idx, i in enumerate(intervals): - is_initial = False - is_final = False - if idx == 0: - is_initial = True - if idx == last_idx: - is_final = True - end_idx = idx + 1 - # last item in list should not be used as start - if end_idx == interval_len: - break - interval_sets.append( - IntervalSet( - batch_start=i.to_iso8601_string(), # type: ignore - batch_end=intervals[end_idx].to_iso8601_string(), # type: ignore - first_interval_start=first_interval_start.to_iso8601_string(), # type: ignore # noqa: E501 - sets_end=base_end.to_iso8601_string(), # type: ignore - is_initial=is_initial, - is_final=is_final, - ) - ) - - return interval_sets - - -@task() -def get_files_for_cleanup( - file_list: list[tuple], - interval_input: IntervalSet, - block_storage_prefix: str = "gcs", -) -> list[str]: - """_summary_ - - Args: - file_list (list[tuple]): File list pulled from warehouse stage. - interval_input (IntervalSet): Interval metadata. - block_storage_prefix (str, optional): Block storage prefex used for files. - This helps for deconstructing the path. Defaults to "gcs". - - Returns: - list[str]: List of staged file paths for deletion. - """ - # get the timestamp used for the partition folders - batch_folder_datetime = interval_input.partition_datetime - # get datetime object for first full day interval start - # we will delete all file paths after the base start - date_folder_base_start = parse(interval_input.first_interval_start) # type: ignore - date_folder_base_end = parse(interval_input.sets_end) # type: ignore - # initial list for collecting file paths - clean_up_list = [] - # loop through the input file and append file paths to final results... - # as needed. - for f in file_list: - file_str = f[0].replace(f"{block_storage_prefix}://", "") - file_parts = Path(file_str).parts - date_folder_str = file_parts[-3] - datetime_folder_str = file_parts[-3] + "/" + file_parts[-2] - datetime_str = ( - datetime_folder_str.replace("date=", "") - .replace("time=", "") - .replace("/", " ") - ) - # the goal of above is to infer datetime from the existing file paths - parsed_datetime = from_format( - datetime_str, f"YYYY-MM-DD {interval_input.time_format_string}" - ) # noqa: E501 - # only delete files after interval start and before last interval end - if parsed_datetime >= batch_folder_datetime: # type: ignore - if parsed_datetime < date_folder_base_end: # type: ignore - # if the datetime from folder is greater than the first full day start... # noqa: E501 - # add the date folder and break loop as there is no need to check any more # noqa: E501 - if parsed_datetime >= date_folder_base_start: # type: ignore - clean_up_list.append(date_folder_str) - break - clean_up_list.append(datetime_folder_str) - return list(set(clean_up_list)) diff --git a/data-products/src/sql_etl/__init__.py b/data-products/src/sql_etl/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/data-products/src/sql_etl/run_jobs_flow.py b/data-products/src/sql_etl/run_jobs_flow.py deleted file mode 100644 index 28786756..00000000 --- a/data-products/src/sql_etl/run_jobs_flow.py +++ /dev/null @@ -1,520 +0,0 @@ -import os -from copy import deepcopy -from pathlib import Path - -import pendulum as pdm -from common import get_script_path -from common.databases.snowflake_utils import ( - SfGcsStage, - SnowflakeGcsStageSettings, - get_gcs_stage, -) -from common.deployment.worker import FlowDeployment, FlowSpec -from common.settings import CommonSettings, get_cached_settings -from prefect import flow, get_run_logger -from shared.async_utils import process_parallel_subflows -from shared.utils import ( - IntervalSet, - SharedUtilsSettings, - SqlJob, - SqlStmt, - get_files_for_cleanup, -) - -CS = CommonSettings() # type: ignore - -# template sql to get the latest stored offset for etl job -LAST_OFFSET_SQL = """{% set sql_engine = "snowflake" %} - select any_value(last_offset) as last_offset - from sql_offset_state - where sql_folder_name = '{{ sql_folder_name }}';""" - -# template sql to persist the new offset for etl job -PERSIST_STATE_SQL = """{% set sql_engine = "snowflake" %} - merge into sql_offset_state dt using ( - select '{{ sql_folder_name }}' as sql_folder_name, - current_timestamp as created_at, - current_timestamp as updated_at, - '{{ new_offset }}' as last_offset - ) st on st.sql_folder_name = dt.sql_folder_name - when matched then update - set updated_at = st.updated_at, - last_offset = st.last_offset - when not matched then insert (sql_folder_name, created_at, updated_at, last_offset) - values (st.sql_folder_name, st.created_at, st.updated_at, st.last_offset);""" - -# template sql for removing files from stage -REMOVE_FILE_SQL = ( - '{% set sql_engine = "snowflake" %}' - "REMOVE '@{{ stage_name }}/{{ sql_folder_name }}/{{ old_partition_folders }}'" -) - -# template sql for listing files in stage -EXISTING_FILES_SQL = ( - '{% set sql_engine = "snowflake" %}' - "LIST '@{{ stage_name }}/{{ sql_folder_name }}/{{ partition_date_folder }}'" -) - - -class SqlEtlJob(SqlJob): - """Model for parameters to passed to an etl job request.""" - - snowflake_stage_id: str = "default" - with_external_state: bool = False - - def _init_private_attributes(self) -> None: - """Overriding the private attributes set to include - os.path.join(get_script_path(), "sql") as a default. - """ - super()._init_private_attributes() - self._sql_template_path = SharedUtilsSettings().sql_template_path or os.path.join(get_script_path(), "sql") # type: ignore # noqa: E501 - - @property - def has_extraction_sql(self): - """Property for initiating case logic based on existence - of data.sql file. - - Returns: - bool: Does file exist or not. - """ - return Path(os.path.join(self.job_file_path, "data.sql")).exists() - - @property - def has_load_sql(self): - """Property for initiating case logic based on existence - of load.sql file. - - Returns: - bool: Does file exist or not. - """ - return Path(os.path.join(self.job_file_path, "load.sql")).exists() - - @property - def is_incremental(self): - """Logic for this property is based on existence of offset.sql - or with_external_state property. - - Returns: - bool: is incremental? - """ - return ( - Path(os.path.join(self.job_file_path, "offset.sql")).exists() - or self.with_external_state - ) - - @property - def default_table_name(self): - """Default table name based on sql folder that can be used. - - Returns: - str: default table name - """ - return self.sql_folder_name.split("/")[-1] - - @property - def snowflake_stage(self) -> SfGcsStage: - """Get Snowflake Gcp Stage to use based on deployment type. - - Returns: - SfGcsStage: Model for stage metadata. - """ - stg_data = get_cached_settings(SnowflakeGcsStageSettings) - return get_gcs_stage(stg_data.snowflake_gcp_stage_data, self.snowflake_stage_id) - - def get_gcs_uri(self, interval_input: IntervalSet) -> str: - """Get the Gcp storage uri based on interval metadata. - - Args: - interval_input (IntervalSet): Interval metadata. - - Returns: - str: Full gcp storage uri as string. - """ - return os.path.join( - self.snowflake_stage.stage_location, - self.sql_folder_name, - interval_input.partition_folders, - "data*.parq", - ) - - def get_snowflake_stage_uri(self, interval_input: IntervalSet) -> str: - """Get the Snowflake stage uri based on interval metadata. - - Args: - interval_input (IntervalSet): Interval metadata. - - Returns: - str: str: Full Snowflake stage uri as string. - """ - return f"@{os.path.join(self.snowflake_stage.stage_name, self.sql_folder_name, interval_input.partition_folders)}" # noqa: E501 - - def get_last_offset_sql(self) -> SqlStmt: - """Provide rendered current offset SQL to be executed. - - Returns: - (SqlStmt): SqlStmt object with sql text and db engine. - """ - if self.with_external_state: - return self.render_sql_string(LAST_OFFSET_SQL) - else: - return self.render_sql_file("offset.sql") - - def get_extraction_sql(self, interval_input: IntervalSet) -> SqlStmt: - """Provide rendered query to be passed for extraction. - - Args: - interval_input (IntervalSet): Interval metadata. - - Returns: - (SqlStmt): SqlStmt object with sql text and db engine. - """ - # templates for wrapping a SQL query into unload statement - sf_extraction_sql = """{% set sql_engine = "snowflake" %} - copy into '{{ snowflake_stage_uri }}/data' - from ({{ sql }}) - header = true - overwrite = true - max_file_size = 104857600""" # noqa: E501 - - bq_extraction_sql = """{% set sql_engine = "bigquery" %} - EXPORT DATA OPTIONS( - uri='{{ gcs_uri }}', - format='PARQUET', - compression='SNAPPY', - overwrite=true) AS - {{ sql }}""" # noqa: E501 - - source_mapping = {"snowflake": sf_extraction_sql, "bigquery": bq_extraction_sql} - - extra_kwargs = { - "snowflake_stage_uri": self.get_snowflake_stage_uri(interval_input), - "gcs_uri": self.get_gcs_uri(interval_input), - } - extra_kwargs.update(interval_input.dict()) - sql_query = self.render_sql_file("data.sql", extra_kwargs=extra_kwargs) - extra_kwargs["sql"] = sql_query.sql_text - # only wrapping snowflake and bigquery in export logic - if x := source_mapping.get(sql_query.sql_engine): - extraction_sql_stmt = self.render_sql_string(x, extra_kwargs=extra_kwargs) - else: - extraction_sql_stmt = sql_query - return extraction_sql_stmt - - def get_new_offset_sql(self, interval_input: IntervalSet) -> SqlStmt: - """Provide rendered new offset SQL to be executed. - - Args: - interval_input (IntervalSet): Interval metadata. - - Returns: - (SqlStmt): SqlStmt object with sql text and db engine. - """ - extra_kwargs = {"for_new_offset": True} - extra_kwargs.update(interval_input.dict()) - return self.render_sql_file("data.sql", extra_kwargs) - - def get_persist_offset_sql(self, new_offset: str) -> SqlStmt: - """Provide rendered persist offset SQL to be executed. - - Args: - new_offset (str): New offset to persist to external state. - - Returns: - (SqlStmt): SqlStmt object with sql text and db engine. - """ - return self.render_sql_string(PERSIST_STATE_SQL, {"new_offset": new_offset}) - - def get_file_list_sql(self, interval_input: IntervalSet) -> SqlStmt: - """Provide rendered list files in stage SQL to be executed. - - Args: - interval_input (IntervalSet): Interval metadata. - - Returns: - (SqlStmt): SqlStmt object with sql text and db engine. - """ - extra_kwargs = { - "stage_name": self.snowflake_stage, - "partition_date_folder": interval_input.partition_date_folder, - } - return self.render_sql_string(EXISTING_FILES_SQL, extra_kwargs) - - def get_file_remove_sql(self, old_partition_folders: str) -> SqlStmt: - """Provide rendered SQL to be remove files from stage. - - Args: - old_partition_folders (str): file suffix to use for removal. - - Returns: - (SqlStmt): SqlStmt object with sql text and db engine. - """ - extra_kwargs = { - "stage_name": self.snowflake_stage, - "old_partition_folders": old_partition_folders, - } - return self.render_sql_string(REMOVE_FILE_SQL, extra_kwargs) - - def get_load_sql(self, interval_input: IntervalSet) -> SqlStmt: - """Provide rendered SQL for post extract load. - - Args: - interval_input (IntervalSet): Interval metadata. - - Returns: - (SqlStmt): SqlStmt object with sql text and db engine. - """ - load_sql_file_name = "load.sql" - extra_kwargs = { - "snowflake_stage_uri": self.get_snowflake_stage_uri(interval_input), - "partition_timestamp": interval_input.partition_timestamp, - "metadata_column_definitions": """_gs_file_name string, - _gs_file_row_number number, - _gs_file_date string, - _gs_file_time string, - _loaded_at timestamp_tz""", - "metadata_keys": """_gs_file_name, - _gs_file_row_number, - _gs_file_date, - _gs_file_time, - _loaded_at""", - "metadata_values": """metadata$filename, - metadata$file_row_number, - split_part(metadata$filename,'/', -3), - split_part(metadata$filename,'/', -2), - sysdate()""", - "table_name": self.default_table_name, - } - extra_kwargs.update(interval_input.dict()) - return self.render_sql_file(load_sql_file_name, extra_kwargs) - - -@flow(description="Interval flow for query based extractions from Snowflake.") -async def interval(etl_input: SqlEtlJob, interval_input: IntervalSet): - """Subflow for executing etl tasks for a single interval. - Each query call will leverage run_query_task helper function - to automate sending query to proper engine. - - Args: - etl_input (SqlEtlJob): Sql job input parameters. - interval_input (IntervalSet): Interval set metadata. - """ - # get standard Prefect logger for logging - logger = get_run_logger() - # preventing unbound error for new_offset usage downstream - new_offset = [("1970-01-01",)] - # if is incremental, track new offset - # get the new offset using input model property - if etl_input.is_incremental: - offset_stmt = etl_input.get_new_offset_sql(interval_input) - new_offset = await offset_stmt.run_query_task("get-new-offset") - logger.info(f"New offset will be: {new_offset[0][0]}...") - # if new offset is None, that means no rows for this interval - if new_offset[0][0] is None or new_offset[0][0] == "None": - message = "No rows to process..." - logger.info(message) - return message - # based on the starting offset, find list of object paths to delete when... - # doing backfill - existing_files_stmt = etl_input.get_file_list_sql(interval_input) - existing_files = await existing_files_stmt.run_query_task("get-existing-files") - # take the LIST statement results and provide clean deduplicated list - clean_up_list = get_files_for_cleanup(existing_files, interval_input) - # remove all the object paths identified - - async def remove_file(file_path: str): - """internal function to wrap remove logic to be - used for collection of async calls. - - Args: - file_path (str): Snowflake stage path string. - """ - sql_stmt = etl_input.get_file_remove_sql(file_path) - await sql_stmt.run_query_task("clean-up-files") - - remove_files = [await remove_file(i) for i in clean_up_list] - else: - logger.info("Non-incremental run...") - logger.info("No offsets...") - # need a remove_file for downstream continuation - remove_files = [] - # Run extraction - logger.info("Running extraction...") - extract_stmt = etl_input.get_extraction_sql(interval_input) - extract = await extract_stmt.run_query_task( - "run-extraction", **{"wait_for": [remove_files]} - ) - # run a post extraction load sql if it exists - if etl_input.has_load_sql: - logger.info("Applying new offset...") - # commit the new offset - load_sql = etl_input.get_load_sql(interval_input) - load = await load_sql.run_query_task("run-load", **{"wait_for": [extract]}) - logger.info(f"Load logic completed with: {load[0]}") - else: - load = "No load sql to execute..." - logger.info(load) - # persist the new offset to external snowflake state table if enabled - if etl_input.is_incremental: - if etl_input.with_external_state: - logger.info("Applying new offset...") - # commit the new offset - persist_offset_stmt = etl_input.get_persist_offset_sql(new_offset[0][0]) - persist_offset = await persist_offset_stmt.run_query_task( - "persist-new-offset", **{"wait_for": [load]} - ) - logger.info(f"Persist offset logic completed with: {persist_offset[0]}") - else: - persist_offset = "External state disabled. No offset to persist..." - logger.info(persist_offset) - - -@flow( - description="Interval flow for query based extractions from Snowflake.", - name="sql-etl.main", -) -async def main(etl_input: SqlEtlJob): - """Main flow for iterating through etl intervals. - - Args: - etl_input (SqlEtlJob): Sql job input parameters. - """ - # get standard Prefect logger for logging - logger = get_run_logger() - - # helper functions to reduce code - async def process_intervals(etl_input): - if etl_input.has_extraction_sql: - if etl_input.is_incremental: - logger.info( - f"Running directory: {etl_input.sql_folder_name}..." # noqa: E501 - ) - # get the last offset - last_offset_stmt = etl_input.get_last_offset_sql() - last_offset = await last_offset_stmt.run_query_task("get-last-offset") - logger.info(f"Last offset is: {last_offset[0][0]}...") - for i in etl_input.get_intervals(last_offset[0][0]): - await interval(etl_input, i) - else: - static_datetime_str = ( - etl_input.override_last_offset - or pdm.now(tz="UTC").to_iso8601_string() - ) - static_interval = IntervalSet( - batch_start=static_datetime_str - ) # type: ignore - await interval(etl_input, static_interval) - - else: - logger.info(f"No extraction for directory: {etl_input.sql_folder_name}...") - - async def process_all(): - sub_paths = [ - path.parts[-1] - for path in Path(etl_input.job_file_path).iterdir() - if path.is_dir() - ] - if sub_paths: - logger.info("Sub directories exist...") - task_group = [] - for s in sub_paths: - new_input = deepcopy(etl_input) - new_folder_name = os.path.join(etl_input.sql_folder_name, s) - new_input.sql_folder_name = new_folder_name - logger.info(f"Running for sub directory: {new_folder_name}...") - task_group.append(process_intervals(new_input)) - await process_parallel_subflows(task_group) - await process_intervals(etl_input) - - await process_all() - - -# helper for passing stage id to deployment parameters -SF_GCP_STAGE_ID = CS.deployment_type_value( - dev="default", staging="default", main="gcs_pocket_shared" -) - -FLOW_SPEC = FlowSpec( - flow=main, - docker_env="base", - deployments=[ - FlowDeployment( - name="firefox_new_tab_impressions_daily", - cron="0 6 * * *", - parameters={ - "etl_input": SqlEtlJob( - sql_folder_name="firefox_new_tab_impressions_daily" - ).dict() # type: ignore - }, - job_variables={ - "env": { - "DF_CONFIG_SNOWFLAKE_SCHEMA": CS.deployment_type_value( - dev="braun", staging="staging", main="mozilla" - ) - }, - }, - tags=["daily-sla"], - ), - FlowDeployment( - name="firefox_new_tab_impressions_hourly", - cron="0 * * * *", - parameters={ - "etl_input": SqlEtlJob( - sql_folder_name="firefox_new_tab_impressions_hourly" - ).dict() # type: ignore - }, - job_variables={ - "env": { - "DF_CONFIG_SNOWFLAKE_SCHEMA": CS.deployment_type_value( - dev="braun", staging="staging", main="mozilla" - ) - }, - }, - tags=["hourly-sla"], - ), - FlowDeployment( - name="glean_firefox_new_tab_impressions_daily", - cron="0 6 * * *", - parameters={ - "etl_input": SqlEtlJob( - sql_folder_name="glean_firefox_new_tab_impressions_daily" - ).dict() # type: ignore - }, - job_variables={ - "env": { - "DF_CONFIG_SNOWFLAKE_SCHEMA": CS.deployment_type_value( - dev="braun", staging="staging", main="mozilla" - ) - }, - }, - tags=["daily-sla"], - ), - FlowDeployment( - name="glean_firefox_new_tab_impressions_hourly", - cron="0 * * * *", - parameters={ - "etl_input": SqlEtlJob( - sql_folder_name="glean_firefox_new_tab_impressions_hourly" - ).dict() # type: ignore - }, - job_variables={ - "env": { - "DF_CONFIG_SNOWFLAKE_SCHEMA": CS.deployment_type_value( - dev="braun", staging="staging", main="mozilla" - ) - }, - }, - tags=["hourly-sla"], - ), - ], -) - - -if __name__ == "__main__": - from asyncio import run - - t = SqlEtlJob( - sql_folder_name="glean_firefox_new_tab_impressions_hourly/glean_firefox_new_tab_daily_engagement_by_tile_id_position_country_locale", - kwargs={"for_backfill": False}, - # override_last_offset="2023-12-04 23:59:59.999999", - ) # type: ignore - run(main(etl_input=t)) # type: ignore diff --git a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_disable_rate_by_feed/offset.sql b/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_disable_rate_by_feed/offset.sql deleted file mode 100644 index 6bbd827b..00000000 --- a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_disable_rate_by_feed/offset.sql +++ /dev/null @@ -1,2 +0,0 @@ -{% set sql_engine = "snowflake" %} -select (trunc(sysdate()::timestamp, 'day') - interval '1 day') - interval '1 microsecond'; diff --git a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_spoc_fill_rate_by_position_feed/offset.sql b/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_spoc_fill_rate_by_position_feed/offset.sql deleted file mode 100644 index 10c22f9e..00000000 --- a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_spoc_fill_rate_by_position_feed/offset.sql +++ /dev/null @@ -1,2 +0,0 @@ -{% set sql_engine = "snowflake" %} -select (trunc(sysdate()::timestamp, 'day') - interval '1 day') - interval '1 microsecond'; \ No newline at end of file diff --git a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_unique_engagement_by_feed/offset.sql b/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_unique_engagement_by_feed/offset.sql deleted file mode 100644 index 10c22f9e..00000000 --- a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_daily_unique_engagement_by_feed/offset.sql +++ /dev/null @@ -1,2 +0,0 @@ -{% set sql_engine = "snowflake" %} -select (trunc(sysdate()::timestamp, 'day') - interval '1 day') - interval '1 microsecond'; \ No newline at end of file diff --git a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_monthly_unique_engagement_by_feed/offset.sql b/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_monthly_unique_engagement_by_feed/offset.sql deleted file mode 100644 index 10c22f9e..00000000 --- a/data-products/src/sql_etl/sql/firefox_new_tab_impressions_daily/firefox_new_tab_monthly_unique_engagement_by_feed/offset.sql +++ /dev/null @@ -1,2 +0,0 @@ -{% set sql_engine = "snowflake" %} -select (trunc(sysdate()::timestamp, 'day') - interval '1 day') - interval '1 microsecond'; \ No newline at end of file diff --git a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_disable_rate_by_feed/offset.sql b/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_disable_rate_by_feed/offset.sql deleted file mode 100644 index 6bbd827b..00000000 --- a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_disable_rate_by_feed/offset.sql +++ /dev/null @@ -1,2 +0,0 @@ -{% set sql_engine = "snowflake" %} -select (trunc(sysdate()::timestamp, 'day') - interval '1 day') - interval '1 microsecond'; diff --git a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_spoc_fill_rate_by_position_feed/offset.sql b/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_spoc_fill_rate_by_position_feed/offset.sql deleted file mode 100644 index 981ad452..00000000 --- a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_spoc_fill_rate_by_position_feed/offset.sql +++ /dev/null @@ -1,3 +0,0 @@ -{% set sql_engine = "snowflake" %} -select - (trunc(sysdate()::timestamp, 'day') - interval '1 day') - interval '1 microsecond'; diff --git a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_unique_engagement_by_feed/offset.sql b/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_unique_engagement_by_feed/offset.sql deleted file mode 100644 index 6bbd827b..00000000 --- a/data-products/src/sql_etl/sql/glean_firefox_new_tab_impressions_daily/glean_firefox_new_tab_daily_unique_engagement_by_feed/offset.sql +++ /dev/null @@ -1,2 +0,0 @@ -{% set sql_engine = "snowflake" %} -select (trunc(sysdate()::timestamp, 'day') - interval '1 day') - interval '1 microsecond'; diff --git a/data-products/tests/article_text_streaming/unit/test_article_text_streaming_flow.py b/data-products/tests/article_text_streaming/unit/test_article_text_streaming_flow.py index c4c8ba38..78e66539 100644 --- a/data-products/tests/article_text_streaming/unit/test_article_text_streaming_flow.py +++ b/data-products/tests/article_text_streaming/unit/test_article_text_streaming_flow.py @@ -9,6 +9,7 @@ import boto3 import pytest + from article_text_streaming.article_text_streaming_flow import ( FAILURES_FILE_PATH, S3_BUCKET, @@ -18,11 +19,13 @@ create_chunks, etl, main, + transform, ) from common import get_script_path from common.settings import CommonSettings from moto import mock_s3 from prefect import flow, get_run_logger, task +from prefect.logging import disable_run_logger from prefect_aws import AwsCredentials CS = CommonSettings() # type: ignore @@ -197,6 +200,81 @@ def fake_s3_delete(key, *args, **kwargs): assert len(test_text.splitlines()) == range_end - 1 +def test_transform_ignores_invalid_json(tmp_path, monkeypatch, caplog): + """Test that invalid JSON is logged as a warning and that the task continues processing.""" + # Create a valid JSON record + valid_record = {"resolved_id": "1466307989", "article": ""} + # Create an invalid JSON record that contains an unexpected newline + invalid_record = '{"resolved_id":"1946438721","article":"
\nInvalid newline
"}' + + # Combine them (order: valid then invalid) + combined = json.dumps(valid_record) + "\n" + invalid_record + gz_fileobj = write_gzip_data(combined) + gzipped_content = gz_fileobj.getvalue() + + # Patch get_text_from_html to simply return the HTML unchanged. + monkeypatch.setattr( + "article_text_streaming.article_text_streaming_flow.get_text_from_html", + lambda html: html, + ) + + # Use a temporary file for the failures store + failures_file = tmp_path / "failures.json" + + # Disable the Prefect run logger context to avoid MissingContextError. + with disable_run_logger(): + # Call the transform function (since it's a Prefect task, use .fn to call synchronously) + df = transform.fn(gzipped_content, "dummy_key", 0, failures_file) + + # Check that the resulting dataframe only has the valid record. + # (Since our combined blob had 2 lines, one valid and one invalid) + assert len(df) == 1 + assert df["resolved_id"].iloc[0] == "1466307989" + + # Verify that a warning about invalid JSON was logged. + # caplog captures logs; we check that a warning message appears. + assert any( + "Invalid JSON in blob dummy_key" in record.message for record in caplog.records + ) + + +def test_transform_with_empty_lines_between_records(tmp_path, monkeypatch, caplog): + """ + Test that extra empty lines between records are ignored, which occurred in + article/streaming-html/2025/02/26/01/KDS-S3-56bBp-4-2025-02-26-01-56-30-2725e0de-621a-4d3a-a45a-dfcd5991b782.gz + """ + # Create two valid JSON records. + record1 = {"resolved_id": "100", "article": ""} + record2 = {"resolved_id": "101", "article": ""} + + combined = json.dumps(record1) + "\n" + "\n" + json.dumps(record2) + gz_fileobj = write_gzip_data(combined) + gzipped_content = gz_fileobj.getvalue() + + # Patch get_text_from_html to simply return the HTML unchanged. + monkeypatch.setattr( + "article_text_streaming.article_text_streaming_flow.get_text_from_html", + lambda html: html, + ) + + # Use a temporary file for the failures store. + failures_file = tmp_path / "failures.json" + + # Disable the Prefect run logger context to avoid MissingContextError. + with disable_run_logger(): + df = transform.fn(gzipped_content, "dummy_key", 0, failures_file) + + # Verify that the resulting DataFrame has both records. + assert len(df) == 2 + assert df["resolved_id"].iloc[0] == "100" + assert df["resolved_id"].iloc[1] == "101" + + # Confirm that no warning about invalid JSON was logged. + assert not any( + "Invalid JSON in blob dummy_key" in record.message for record in caplog.records + ) + + def test_create_chunks_exception(): with pytest.raises(Exception): diff --git a/data-products/tests/sql_etl/unit/sql/test/data.sql b/data-products/tests/firefox_newtab/unit/sql/test/data.sql similarity index 64% rename from data-products/tests/sql_etl/unit/sql/test/data.sql rename to data-products/tests/firefox_newtab/unit/sql/test/data.sql index 34ef44ab..68fd4a74 100644 --- a/data-products/tests/sql_etl/unit/sql/test/data.sql +++ b/data-products/tests/firefox_newtab/unit/sql/test/data.sql @@ -1,10 +1,5 @@ -{% set sql_engine = "bigquery" %} SELECT -{% if for_new_offset %} - max(updated_at) as new_offset -{% else %} * -{% endif %} FROM {% if for_backfill %} from {{ source_table_name }}_stable diff --git a/data-products/tests/sql_etl/unit/sql/test_sub_folders/sub_folder_2/load.sql b/data-products/tests/firefox_newtab/unit/sql/test/load.sql similarity index 84% rename from data-products/tests/sql_etl/unit/sql/test_sub_folders/sub_folder_2/load.sql rename to data-products/tests/firefox_newtab/unit/sql/test/load.sql index 91d280eb..7308a1b6 100644 --- a/data-products/tests/sql_etl/unit/sql/test_sub_folders/sub_folder_2/load.sql +++ b/data-products/tests/firefox_newtab/unit/sql/test/load.sql @@ -1,4 +1,3 @@ -{% set sql_engine = "snowflake" %} copy into {{ destination_table_name }} ( batch_id, updated_at, @@ -13,4 +12,4 @@ copy into {{ destination_table_name }} ( {{ metadata_values }} from {{ snowflake_stage_uri }} ) - file_format = (type = 'PARQUET') \ No newline at end of file + file_format = (type = 'PARQUET'); \ No newline at end of file diff --git a/data-products/tests/sql_etl/unit/sql/test_sub_folders/sub_folder_1/data.sql b/data-products/tests/firefox_newtab/unit/sql/test/sub_folder_1/data.sql similarity index 64% rename from data-products/tests/sql_etl/unit/sql/test_sub_folders/sub_folder_1/data.sql rename to data-products/tests/firefox_newtab/unit/sql/test/sub_folder_1/data.sql index 34ef44ab..68fd4a74 100644 --- a/data-products/tests/sql_etl/unit/sql/test_sub_folders/sub_folder_1/data.sql +++ b/data-products/tests/firefox_newtab/unit/sql/test/sub_folder_1/data.sql @@ -1,10 +1,5 @@ -{% set sql_engine = "bigquery" %} SELECT -{% if for_new_offset %} - max(updated_at) as new_offset -{% else %} * -{% endif %} FROM {% if for_backfill %} from {{ source_table_name }}_stable diff --git a/data-products/tests/sql_etl/unit/sql/test/load.sql b/data-products/tests/firefox_newtab/unit/sql/test/sub_folder_1/load.sql similarity index 84% rename from data-products/tests/sql_etl/unit/sql/test/load.sql rename to data-products/tests/firefox_newtab/unit/sql/test/sub_folder_1/load.sql index 91d280eb..7308a1b6 100644 --- a/data-products/tests/sql_etl/unit/sql/test/load.sql +++ b/data-products/tests/firefox_newtab/unit/sql/test/sub_folder_1/load.sql @@ -1,4 +1,3 @@ -{% set sql_engine = "snowflake" %} copy into {{ destination_table_name }} ( batch_id, updated_at, @@ -13,4 +12,4 @@ copy into {{ destination_table_name }} ( {{ metadata_values }} from {{ snowflake_stage_uri }} ) - file_format = (type = 'PARQUET') \ No newline at end of file + file_format = (type = 'PARQUET'); \ No newline at end of file diff --git a/data-products/tests/sql_etl/unit/sql/test_sub_folders/sub_folder_2/data.sql b/data-products/tests/firefox_newtab/unit/sql/test/sub_folder_2/data.sql similarity index 64% rename from data-products/tests/sql_etl/unit/sql/test_sub_folders/sub_folder_2/data.sql rename to data-products/tests/firefox_newtab/unit/sql/test/sub_folder_2/data.sql index 34ef44ab..68fd4a74 100644 --- a/data-products/tests/sql_etl/unit/sql/test_sub_folders/sub_folder_2/data.sql +++ b/data-products/tests/firefox_newtab/unit/sql/test/sub_folder_2/data.sql @@ -1,10 +1,5 @@ -{% set sql_engine = "bigquery" %} SELECT -{% if for_new_offset %} - max(updated_at) as new_offset -{% else %} * -{% endif %} FROM {% if for_backfill %} from {{ source_table_name }}_stable diff --git a/data-products/tests/sql_etl/unit/sql/test_sub_folders/sub_folder_1/load.sql b/data-products/tests/firefox_newtab/unit/sql/test/sub_folder_2/load.sql similarity index 84% rename from data-products/tests/sql_etl/unit/sql/test_sub_folders/sub_folder_1/load.sql rename to data-products/tests/firefox_newtab/unit/sql/test/sub_folder_2/load.sql index 91d280eb..7308a1b6 100644 --- a/data-products/tests/sql_etl/unit/sql/test_sub_folders/sub_folder_1/load.sql +++ b/data-products/tests/firefox_newtab/unit/sql/test/sub_folder_2/load.sql @@ -1,4 +1,3 @@ -{% set sql_engine = "snowflake" %} copy into {{ destination_table_name }} ( batch_id, updated_at, @@ -13,4 +12,4 @@ copy into {{ destination_table_name }} ( {{ metadata_values }} from {{ snowflake_stage_uri }} ) - file_format = (type = 'PARQUET') \ No newline at end of file + file_format = (type = 'PARQUET'); \ No newline at end of file diff --git a/data-products/tests/firefox_newtab/unit/test_run_jobs_flow.py b/data-products/tests/firefox_newtab/unit/test_run_jobs_flow.py new file mode 100644 index 00000000..eb8b70d9 --- /dev/null +++ b/data-products/tests/firefox_newtab/unit/test_run_jobs_flow.py @@ -0,0 +1,118 @@ +import os + +import pytest +from common import get_script_path +from firefox_newtab.run_jobs_flow import ( + MozGcpCredentials, + MozSnowflakeConnector, + SnowflakeGcsStageSettings, + get_cached_settings, + get_gcs_stage, + get_intervals, + interval, + main, +) +from pendulum import now as pd_now +from prefect import flow, task + +SQL_JOB_TEST_DATETIME = pd_now(tz="utc").start_of("day") + +TEST_SQL_LOCATION = os.path.join(get_script_path(), "sql") + + +def test_get_intervals(): + today = pd_now().start_of("day") + tomorrow = today.add(days=1) + today_str = today.to_datetime_string() + tomorrow_str = tomorrow.to_datetime_string() + two_days_ago_str = today.subtract(days=2).to_datetime_string() + yesterday_str = today.subtract(days=1).to_datetime_string() + x1 = get_intervals("2024-07-01", "2024-07-06") + assert x1 == [ + ("2024-07-01 00:00:00", "2024-07-02 00:00:00"), + ("2024-07-02 00:00:00", "2024-07-03 00:00:00"), + ("2024-07-03 00:00:00", "2024-07-04 00:00:00"), + ("2024-07-04 00:00:00", "2024-07-05 00:00:00"), + ("2024-07-05 00:00:00", "2024-07-06 00:00:00"), + ] + x2 = get_intervals(two_days_ago_str) + assert x2 == [ + (two_days_ago_str, yesterday_str), + (yesterday_str, today_str), + ] + x4 = get_intervals(include_now=True) + assert x4 == [ + (yesterday_str, today_str), + (today_str, tomorrow_str), + ] + x5 = get_intervals(two_days_ago_str, include_now=True) + assert x5 == [ + (two_days_ago_str, yesterday_str), + (yesterday_str, today_str), + (today_str, tomorrow_str), + ] + x6 = get_intervals() + assert x6 == [ + (yesterday_str, today_str), + ] + + +@pytest.mark.asyncio +async def test_interval(monkeypatch): + load_inputs = [] + extract_inputs = [] + + test_files = os.path.join(TEST_SQL_LOCATION, "test") + + @task() + async def fake_bq(*args, **kwargs): + extract_inputs.append(args) + + @task() + async def fake_sf(*args, **kwargs): + load_inputs.append(kwargs) + + monkeypatch.setattr("firefox_newtab.run_jobs_flow.bigquery_query", fake_bq) + monkeypatch.setattr("firefox_newtab.run_jobs_flow.snowflake_multiquery", fake_sf) + monkeypatch.setattr("firefox_newtab.run_jobs_flow.SQL_LOCATION", TEST_SQL_LOCATION) + + gcp_creds = MozGcpCredentials() + sf_creds = MozSnowflakeConnector() + stg_data = get_cached_settings(SnowflakeGcsStageSettings) + sf_stage = get_gcs_stage(stg_data.snowflake_gcp_stage_data, "default") + + await interval( + test_files, + gcp_creds, + sf_creds, + sf_stage, + ("2024-07-01 00:00:00", "2024-07-02 00:00:00"), + {"for_backfill": True}, + ) # type: ignore + + assert ( + f"EXPORT DATA OPTIONS(\n uri='gs://{gcp_creds.staging_bucket}/test/2024-07-01" + in extract_inputs[0][0] + ) + assert ( + "SELECT\n * \nFROM \n\nfrom _stable\n\nwhere updated_at >= '2024-07-01 00:00:00'\nand updated_at < '2024-07-02 00:00:00'" # noqa: E501 + in extract_inputs[0][0] + ) + assert ( + f"copy into (\n batch_id,\n updated_at,\n data,\n _gs_file_name,\n _gs_file_row_number,\n _gs_file_date,\n _gs_file_time,\n _loaded_at\n )\n from (\n select\n ,\n $1:updated_at as updated_at,\n $1 as data,\n metadata$filename,\n metadata$file_row_number,\n split_part(metadata$filename,'/', -3),\n split_part(metadata$filename,'/', -2),\n sysdate()\n from {sf_stage.stage_name}" # noqa: E501 + in load_inputs[0]["queries"][0] + ) + + +@pytest.mark.asyncio +async def test_main(monkeypatch): + mock_results = {"call_count": 0} + + @flow() + async def fake_flow(*args, **kwargs): + mock_results["call_count"] += 1 + + monkeypatch.setattr("firefox_newtab.run_jobs_flow.SQL_LOCATION", TEST_SQL_LOCATION) + monkeypatch.setattr("firefox_newtab.run_jobs_flow.interval", fake_flow) + await main("test") + assert mock_results["call_count"] == 3 diff --git a/data-products/tests/recommendation_api/test_corpus_candidate_sets_flow.py b/data-products/tests/recommendation_api/test_corpus_candidate_sets_flow.py index c2fcf1da..2211c20c 100644 --- a/data-products/tests/recommendation_api/test_corpus_candidate_sets_flow.py +++ b/data-products/tests/recommendation_api/test_corpus_candidate_sets_flow.py @@ -80,6 +80,7 @@ async def fake_task(*args, **kwargs): "SCHEDULED_SURFACE_ID": "NEW_TAB_EN_US", "MAX_AGE_DAYS": -60, }, + is_multiquery=False, ), CorpusCandidateSetConfig( id="ce0e010b-d73d-45e2-a4cd-4abbff74d168", @@ -90,12 +91,94 @@ async def fake_task(*args, **kwargs): "SCHEDULED_SURFACE_ID": "NEW_TAB_DE_DE", "MAX_AGE_DAYS": -60, }, + is_multiquery=False, ), CorpusCandidateSetConfig( id="da9cb7a1-3a34-4211-b918-73819a5586c8", name="en_us/life_hacks", query_filename="life_hacks.sql", query_params={ + "SCHEDULED_SURFACE_ID": "NEW_TAB_EN_US", + "MAX_AGE_DAYS": 30, + "CORPUS_TOPIC_LIST": [ + "SELF_IMPROVEMENT", + "CAREER", + "HEALTH_FITNESS", + "PERSONAL_FINANCE", + ], + }, + is_multiquery=False, + ), + CorpusCandidateSetConfig( + id="1b086a7e-7f49-416b-8fd6-254d84001f7c", + name="de_de/life_hacks", + query_filename="life_hacks.sql", + query_params={ + "SCHEDULED_SURFACE_ID": "NEW_TAB_DE_DE", + "MAX_AGE_DAYS": 30, + "CORPUS_TOPIC_LIST": [ + "SELF_IMPROVEMENT", + "CAREER", + "HEALTH_FITNESS", + "PERSONAL_FINANCE", + ], + }, + is_multiquery=False, + ), + CorpusCandidateSetConfig( + id="b5179696-4516-4d2f-b42b-b0424e3e4d18", + name="en_gb/life_hacks", + query_filename="life_hacks.sql", + query_params={ + "SCHEDULED_SURFACE_ID": "NEW_TAB_EN_GB", + "MAX_AGE_DAYS": 30, + "CORPUS_TOPIC_LIST": [ + "SELF_IMPROVEMENT", + "CAREER", + "HEALTH_FITNESS", + "PERSONAL_FINANCE", + ], + }, + is_multiquery=False, + ), + CorpusCandidateSetConfig( + id="c082fb1f-bec9-45e5-b119-e658cc29366c", + name="fr_fr/life_hacks", + query_filename="life_hacks.sql", + query_params={ + "SCHEDULED_SURFACE_ID": "NEW_TAB_FR_FR", + "MAX_AGE_DAYS": 30, + "CORPUS_TOPIC_LIST": [ + "SELF_IMPROVEMENT", + "CAREER", + "HEALTH_FITNESS", + "PERSONAL_FINANCE", + ], + }, + is_multiquery=False, + ), + CorpusCandidateSetConfig( + id="22312367-36a5-4ceb-bce6-7fea7e83759b", + name="it_it/life_hacks", + query_filename="life_hacks.sql", + query_params={ + "SCHEDULED_SURFACE_ID": "NEW_TAB_IT_IT", + "MAX_AGE_DAYS": 30, + "CORPUS_TOPIC_LIST": [ + "SELF_IMPROVEMENT", + "CAREER", + "HEALTH_FITNESS", + "PERSONAL_FINANCE", + ], + }, + is_multiquery=False, + ), + CorpusCandidateSetConfig( + id="c62e86b4-8d88-4036-80e3-00394323946f", + name="es_es/life_hacks", + query_filename="life_hacks.sql", + query_params={ + "SCHEDULED_SURFACE_ID": "NEW_TAB_ES_ES", "MAX_AGE_DAYS": 30, "CORPUS_TOPIC_LIST": [ "SELF_IMPROVEMENT", @@ -104,24 +187,56 @@ async def fake_task(*args, **kwargs): "PERSONAL_FINANCE", ], }, + is_multiquery=False, ), CorpusCandidateSetConfig( id="92411893-ebdb-4a43-ad29-aa79e56e2136", name="en_us/pocket_hits", query_filename="pocket_hits.sql", query_params={"SCHEDULED_SURFACE_ID": "POCKET_HITS_EN_US"}, + is_multiquery=False, ), CorpusCandidateSetConfig( id="5f0dae93-a5a8-439a-a2e2-5d418c04bc98", name="en_us/new_tab_not_syndicated_or_collection", query_filename="scheduled_not_syndicated_or_collection.sql", query_params={"MAX_AGE_DAYS": -3, "SCHEDULED_SURFACE_ID": "NEW_TAB_EN_US"}, + is_multiquery=False, ), CorpusCandidateSetConfig( id="92013292-bc4b-4ee1-815a-0e51c5953ff2", name="de_de/new_tab_not_syndicated_or_collection", query_filename="scheduled_not_syndicated_or_collection.sql", query_params={"MAX_AGE_DAYS": -3, "SCHEDULED_SURFACE_ID": "NEW_TAB_DE_DE"}, + is_multiquery=False, + ), + CorpusCandidateSetConfig( + id="43637b16-1572-4f9b-ba5b-cb686d665633", + name="en_gb/new_tab_not_syndicated_or_collection", + query_filename="scheduled_not_syndicated_or_collection.sql", + query_params={"MAX_AGE_DAYS": -3, "SCHEDULED_SURFACE_ID": "NEW_TAB_EN_GB"}, + is_multiquery=False, + ), + CorpusCandidateSetConfig( + id="70c4dffe-dd0b-4d97-ba76-69778b921b21", + name="fr_fr/new_tab_not_syndicated_or_collection", + query_filename="scheduled_not_syndicated_or_collection.sql", + query_params={"MAX_AGE_DAYS": -3, "SCHEDULED_SURFACE_ID": "NEW_TAB_FR_FR"}, + is_multiquery=False, + ), + CorpusCandidateSetConfig( + id="bbf0dccb-d1a2-45bd-a0fd-7d8b8f61bb7a", + name="it_it/new_tab_not_syndicated_or_collection", + query_filename="scheduled_not_syndicated_or_collection.sql", + query_params={"MAX_AGE_DAYS": -3, "SCHEDULED_SURFACE_ID": "NEW_TAB_IT_IT"}, + is_multiquery=False, + ), + CorpusCandidateSetConfig( + id="62b47b84-c32b-4798-8599-e75d61f8c21b", + name="es_es/new_tab_not_syndicated_or_collection", + query_filename="scheduled_not_syndicated_or_collection.sql", + query_params={"MAX_AGE_DAYS": -3, "SCHEDULED_SURFACE_ID": "NEW_TAB_ES_ES"}, + is_multiquery=False, ), CorpusCandidateSetConfig( id="2066c835-a940-45ec-b1f7-267457d9e0a2", @@ -131,24 +246,28 @@ async def fake_task(*args, **kwargs): "N_RECS_PER_TOPIC": 6, "SCHEDULED_SURFACE_ID": "NEW_TAB_EN_US", }, + is_multiquery=True, ), CorpusCandidateSetConfig( id="0e0a8663-a2c1-430e-9b8c-3a5b6d9eda11", name="en_us/new_tab_syndicated", query_filename="scheduled_syndicated.sql", query_params={"MAX_AGE_DAYS": -30, "SCHEDULED_SURFACE_ID": "NEW_TAB_EN_US"}, + is_multiquery=False, ), CorpusCandidateSetConfig( id="33cd5817-cbc4-4d01-b9be-7dbcf4e26d2e", name="en_us/collections_pride", query_filename="labeled_collection_stories.sql", query_params={"COLLECTION_LABEL": "pride", "LANGUAGE": "EN"}, + is_multiquery=False, ), CorpusCandidateSetConfig( id="8c4f7d7e-f0e0-4c99-9ebb-c889b78dfd66", name="de_de/collections_pride", query_filename="labeled_collection_stories.sql", query_params={"COLLECTION_LABEL": "pride", "LANGUAGE": "DE"}, + is_multiquery=False, ), CorpusCandidateSetConfig( id="dd57c71e-049e-4f3a-b003-9d44d693d8c4", @@ -158,6 +277,7 @@ async def fake_task(*args, **kwargs): "CORPUS_TOPIC_ID": "BUSINESS", "SCHEDULED_SURFACE_ID": "NEW_TAB_EN_US", }, + is_multiquery=False, ), CorpusCandidateSetConfig( id="c5b8933f-83b5-4867-95af-9a025fe69115", @@ -167,6 +287,7 @@ async def fake_task(*args, **kwargs): "CORPUS_TOPIC_ID": "CAREER", "SCHEDULED_SURFACE_ID": "NEW_TAB_EN_US", }, + is_multiquery=False, ), CorpusCandidateSetConfig( id="7d5b18b4-417d-47a5-8e55-a53ab7edea7b", @@ -176,6 +297,7 @@ async def fake_task(*args, **kwargs): "CORPUS_TOPIC_ID": "CORONAVIRUS", "SCHEDULED_SURFACE_ID": "NEW_TAB_EN_US", }, + is_multiquery=False, ), CorpusCandidateSetConfig( id="30a4f4e6-f4ec-4c8a-99f7-d75c147539ec", @@ -185,19 +307,25 @@ async def fake_task(*args, **kwargs): "CORPUS_TOPIC_ID": "EDUCATION", "SCHEDULED_SURFACE_ID": "NEW_TAB_EN_US", }, + is_multiquery=False, ), ] @pytest.mark.asyncio async def test_load_corpus_candidate_set_records(monkeypatch): - state = {"t_call_count": 0, "f_call_count": 0} + state = {"t_call_count": 0, "f_call_count": 0, "m_call_count": 0} @task() async def fake_task(*args, **kwargs): state["t_call_count"] += 1 return [{"ID": "test", "TOPIC": "test", "PUBLISHER": "test"}] + @task() + async def fake_task_multi(*args, **kwargs): + state["m_call_count"] += 1 + return [[{"ID": "test", "TOPIC": "test", "PUBLISHER": "test"}]] + @flow() async def fake_flow(dataframe, feature_group_name, *args, **kwargs): environment_map = {"dev": "development", "production": "production"} @@ -213,6 +341,11 @@ async def fake_flow(dataframe, feature_group_name, *args, **kwargs): "recommendation_api.corpus_candidate_sets_flow.snowflake_query", fake_task ) + monkeypatch.setattr( + "recommendation_api.corpus_candidate_sets_flow.snowflake_multiquery", + fake_task_multi, + ) + monkeypatch.setattr( "recommendation_api.corpus_candidate_sets_flow.dataframe_to_feature_group", fake_flow, @@ -228,12 +361,28 @@ async def fake_flow(dataframe, feature_group_name, *args, **kwargs): }, ) + multi_test_config = CorpusCandidateSetConfig( + id="2066c835-a940-45ec-b1f7-267457d9e0a2", + name="en_us/recommended_by_recency", + query_filename="recommended_by_recency.sql", + query_params={ + "N_RECS_PER_TOPIC": 6, + "SCHEDULED_SURFACE_ID": "NEW_TAB_EN_US", + }, + is_multiquery=True, + ) + dask_client = Client(processes=False) sfc = MozSnowflakeConnector() await load_corpus_candidate_set_records(test_config, sfc, dask_client) # type: ignore assert state["t_call_count"] == 1 assert state["f_call_count"] == 1 + assert state["m_call_count"] == 0 + + await load_corpus_candidate_set_records(multi_test_config, sfc, dask_client) # type: ignore + assert state["t_call_count"] == 1 + assert state["m_call_count"] == 1 @pytest.mark.asyncio @@ -261,4 +410,4 @@ async def fake_flow(*args, **kwargs): await corpus_candidate_sets() assert state["sf_call_count"] == 1 - assert state["load_call_count"] == 14 + assert state["load_call_count"] == 23 diff --git a/data-products/tests/shared/unit/test_utils.py b/data-products/tests/shared/unit/test_utils.py deleted file mode 100644 index 7f2ba96f..00000000 --- a/data-products/tests/shared/unit/test_utils.py +++ /dev/null @@ -1,591 +0,0 @@ -import json -import os -from copy import deepcopy -from pathlib import Path -from unittest.mock import patch - -import pytest -from pendulum import now -from prefect import flow, task -from prefect_snowflake import SnowflakeCredentials -from pydantic import SecretStr -from shared.utils import QUERY_ENGINE_MAPPING, SqlJob, SqlStmt, get_files_for_cleanup - -# create a fake list of files existing in a Snowflake stage -FAKE_FILE_LIST = [ - ( - "gcs://fake-stage/backend_events_for_mozilla/date=2023-06-17/time=22-00-00-000/data_0_0_0.snappy.parquet", - ), - ( - "gcs://fake-stage/backend_events_for_mozilla/date=2023-06-17/time=03-00-00-000/data_0_0_0.snappy.parquet", - ), - ( - "gcs://fake-stage/backend_events_for_mozilla/date=2023-06-18/time=00-00-00-000/data_0_0_0.snappy.parquet", - ), - ( - "gcs://fake-stage/backend_events_for_mozilla/date=2023-06-18/time=09-00-41-988/data_0_1_0.snappy.parquet", - ), - ( - "gcs://fake-stage/backend_events_for_mozilla/date=2023-06-18/time=16-00-41-988/data_0_2_0.snappy.parquet", - ), - ( - "gcs://fake-stage/backend_events_for_mozilla/date=2023-06-18/time=23-00-41-988/data_0_3_0.snappy.parquet", - ), - ( - "gcs://fake-stage/backend_events_for_mozilla/date=2023-06-19/time=22-00-41-988/data_0_0_0.snappy.parquet", - ), - ( - "gcs://fake-stage/backend_events_for_mozilla/date=2023-06-19/time=22-00-41-988/data_0_1_0.snappy.parquet", - ), - ( - "gcs://fake-stage/backend_events_for_mozilla/date=2023-06-19/time=22-00-41-988/data_0_2_0.snappy.parquet", - ), - ( - "gcs://fake-stage/backend_events_for_mozilla/date=2023-06-19/time=22-00-41-988/data_0_3_0.snappy.parquet", - ), - ( - "gcs://fake-stage/backend_events_for_mozilla/date=2023-06-20/time=22-00-41-988/data_0_0_0.snappy.parquet", - ), - ( - "gcs://fake-stage/backend_events_for_mozilla/date=2023-06-20/time=22-00-41-988/data_0_1_0.snappy.parquet", - ), - ( - "gcs://fake-stage/backend_events_for_mozilla/date=2023-06-20/time=23-00-41-988/data_0_2_0.snappy.parquet", - ), - ( - "gcs://fake-stage/backend_events_for_mozilla/date=2023-06-20/time=23-00-41-988/data_0_3_0.snappy.parquet", - ), - ( - "gcs://fake-stage/backend_events_for_mozilla/date=2023-06-21/time=00-00-00-000/data_0_3_0.snappy.parquet", - ), - ( - "gcs://fake-stage/backend_events_for_mozilla/date=2023-06-25/time=00-00-00-000/data_0_3_0.snappy.parquet", - ), - ( - "gcs://fake-stage/backend_events_for_mozilla/date=2023-06-30/time=00-00-00-000/data_0_3_0.snappy.parquet", - ), -] - -TEST_INTERVAL_SETS = [ - { - "batch_start": "2023-06-17T21:59:59.999001Z", - "batch_end": "2023-06-18T00:00:00Z", - "first_interval_start": "2023-06-18T00:00:00Z", - "sets_end": "2023-06-26T02:00:00Z", - "is_initial": True, - "is_final": False, - }, - { - "batch_start": "2023-06-18T00:00:00Z", - "batch_end": "2023-06-19T00:00:00Z", - "first_interval_start": "2023-06-18T00:00:00Z", - "sets_end": "2023-06-26T02:00:00Z", - "is_initial": False, - "is_final": False, - }, - { - "batch_start": "2023-06-19T00:00:00Z", - "batch_end": "2023-06-20T00:00:00Z", - "first_interval_start": "2023-06-18T00:00:00Z", - "sets_end": "2023-06-26T02:00:00Z", - "is_initial": False, - "is_final": False, - }, - { - "batch_start": "2023-06-20T00:00:00Z", - "batch_end": "2023-06-21T00:00:00Z", - "first_interval_start": "2023-06-18T00:00:00Z", - "sets_end": "2023-06-26T02:00:00Z", - "is_initial": False, - "is_final": False, - }, - { - "batch_start": "2023-06-21T00:00:00Z", - "batch_end": "2023-06-22T00:00:00Z", - "first_interval_start": "2023-06-18T00:00:00Z", - "sets_end": "2023-06-26T02:00:00Z", - "is_initial": False, - "is_final": False, - }, - { - "batch_start": "2023-06-22T00:00:00Z", - "batch_end": "2023-06-23T00:00:00Z", - "first_interval_start": "2023-06-18T00:00:00Z", - "sets_end": "2023-06-26T02:00:00Z", - "is_initial": False, - "is_final": False, - }, - { - "batch_start": "2023-06-23T00:00:00Z", - "batch_end": "2023-06-24T00:00:00Z", - "first_interval_start": "2023-06-18T00:00:00Z", - "sets_end": "2023-06-26T02:00:00Z", - "is_initial": False, - "is_final": False, - }, - { - "batch_start": "2023-06-24T00:00:00Z", - "batch_end": "2023-06-25T00:00:00Z", - "first_interval_start": "2023-06-18T00:00:00Z", - "sets_end": "2023-06-26T02:00:00Z", - "is_initial": False, - "is_final": False, - }, - { - "batch_start": "2023-06-25T00:00:00Z", - "batch_end": "2023-06-26T00:00:00Z", - "first_interval_start": "2023-06-18T00:00:00Z", - "sets_end": "2023-06-26T02:00:00Z", - "is_initial": False, - "is_final": False, - }, - { - "batch_start": "2023-06-26T00:00:00Z", - "batch_end": "2023-06-26T02:00:00Z", - "first_interval_start": "2023-06-18T00:00:00Z", - "sets_end": "2023-06-26T02:00:00Z", - "is_initial": False, - "is_final": True, - }, -] - - -def test_get_files_for_cleanup(): - # create a generic SqlJob with override to replicate - # backfill behavior. - t = SqlJob( - sql_folder_name="test", - override_last_offset="2023-06-17 21:59:59.999", - override_batch_end="2023-06-26", - ) # type: ignore - # SqlJob will now have intervals starting from override plus 1 ms. - intervals = t.get_intervals() - # we will add resulting lists to result list for assertion - result_list = [] - for i in intervals: - x = get_files_for_cleanup.fn(FAKE_FILE_LIST, i) - # for each interval add the resulting cleanup list - result_list.extend(x) - # the final result should be deleting the 3 base date folders - # and 2 files from 06/17/2023 - final = set(result_list) - set( - [ - "date=2023-06-17/time=22-00-00-000", - "date=2023-06-18", - "date=2023-06-20", - "date=2023-06-19", - "date=2023-06-21", - "date=2023-06-25", - ] - ) - assert final == set() - - -def test_intervals_1(): - """Expectations: - if: - - override_last_offset is set... - - override_batch_end is set... - - include_now=True... - - override_batch_end is greater to last datetime in range - - then: - - first interval batch start will be - override_last_offset plus 1 microsecond - - first interval batch end will be beginning of - day following last offset day. - - include_now should be ignored - because of batch_end_override - and batch_end_override value should be added to - end of base intervals - """ - t = SqlJob( - sql_folder_name="test", - override_last_offset="2023-06-17 21:59:59.999", - override_batch_end="2023-06-26 02:00:00", - include_now=True, - ) # type: ignore - assert [x.dict() for x in t.get_intervals()] == TEST_INTERVAL_SETS - - -def test_intervals_2(): - """Expectations: - Same as _1 except batch override_batch_end is equal - to last datetime in range. Last set in list should be: - - { - "batch_start": "2023-06-25T00:00:00Z", - "batch_end": "2023-06-26T00:00:00Z", - "first_interval_start": "2023-06-18T00:00:00Z", - "sets_end": "2023-06-26T00:00:00Z", - "is_initial": False, - "is_final": True, - } - """ - t = SqlJob( - sql_folder_name="test", - override_last_offset="2023-06-17 21:59:59.999", - override_batch_end="2023-06-26 00:00:00", - include_now=True, - ) # type: ignore - test_list = deepcopy(TEST_INTERVAL_SETS) - test_list.pop() - test_list[-1] = { - "batch_start": "2023-06-25T00:00:00Z", - "batch_end": "2023-06-26T00:00:00Z", - "first_interval_start": "2023-06-18T00:00:00Z", - "sets_end": "2023-06-26T00:00:00Z", - "is_initial": False, - "is_final": True, - } - for i in test_list: - i["sets_end"] = "2023-06-26T00:00:00Z" - assert [x.dict() for x in t.get_intervals()] == test_list - - -def test_intervals_3(): - """Expectations: - Same as _2 except include_now is False, should have no - impact and return same list - """ - t = SqlJob( - sql_folder_name="test", - override_last_offset="2023-06-17 21:59:59.999", - override_batch_end="2023-06-26 00:00:00", - include_now=False, - ) # type: ignore - test_list = deepcopy(TEST_INTERVAL_SETS) - test_list.pop() - test_list[-1] = { - "batch_start": "2023-06-25T00:00:00Z", - "batch_end": "2023-06-26T00:00:00Z", - "first_interval_start": "2023-06-18T00:00:00Z", - "sets_end": "2023-06-26T00:00:00Z", - "is_initial": False, - "is_final": True, - } - for i in test_list: - i["sets_end"] = "2023-06-26T00:00:00Z" - assert [x.dict() for x in t.get_intervals()] == test_list - - -LAST_OFFSET = now(tz="utc").subtract(days=3) -LAST_OFFSET_STR = LAST_OFFSET.to_iso8601_string() -FIRST_BATCH_START = LAST_OFFSET.add(microseconds=1) -FIRST_BATCH_END = LAST_OFFSET.end_of("day").add(microseconds=1) -FIRST_BATCH_START_STR = FIRST_BATCH_START.to_iso8601_string() -FIRST_BATCH_END_STR = FIRST_BATCH_END.to_iso8601_string() # noqa: E501 -SECOND_BATCH_END = FIRST_BATCH_END.add(days=1) -SECOND_BATCH_END_STR = SECOND_BATCH_END.to_iso8601_string() -SETS_END = FIRST_BATCH_END.add(days=2) -SETS_END_STR = SETS_END.to_iso8601_string() - -DYNAMIC_TEST_INTERVAL_SETS = [ - { - "batch_start": FIRST_BATCH_START_STR, - "batch_end": FIRST_BATCH_END_STR, - "first_interval_start": FIRST_BATCH_END_STR, - "sets_end": SETS_END_STR, - "is_initial": True, - "is_final": False, - }, - { - "batch_start": FIRST_BATCH_END_STR, - "batch_end": SECOND_BATCH_END_STR, - "first_interval_start": FIRST_BATCH_END_STR, - "sets_end": SETS_END_STR, - "is_initial": False, - "is_final": False, - }, - { - "batch_start": SECOND_BATCH_END_STR, - "batch_end": SETS_END_STR, - "first_interval_start": FIRST_BATCH_END_STR, - "sets_end": SETS_END_STR, - "is_initial": False, - "is_final": True, - }, -] - - -DYNAMIC_TEST_EXTRA_INTERVAL = { - "batch_start": SETS_END_STR, - "batch_end": "no value yet", - "first_interval_start": FIRST_BATCH_END_STR, - "sets_end": "no value yet", - "is_initial": False, - "is_final": True, -} - - -def test_intervals_4(): - """Expectations: - Same as _3 except include_now is False, except - no override_batch_end. Results should be the same - minus the last list item in _3 will not be in _4 - """ - t = SqlJob( - sql_folder_name="test", - override_last_offset=LAST_OFFSET_STR, - include_now=False, - ) # type: ignore - assert [x.dict() for x in t.get_intervals()] == DYNAMIC_TEST_INTERVAL_SETS - - -def test_intervals_5(): - """Expectations: - Same as _4 except offset is passed to get_intervals. - """ - t = SqlJob( - sql_folder_name="test", - include_now=False, - ) # type: ignore - assert [ - x.dict() - for x in t.get_intervals( - last_offset=LAST_OFFSET_STR, - ) - ] == DYNAMIC_TEST_INTERVAL_SETS - - -def test_intervals_6(): - """Expectations: - Same as _5 except include_now is True. Results should be the same - minus plus the new last list item through now utc. - """ - t = SqlJob( - sql_folder_name="test", - override_last_offset=LAST_OFFSET_STR, - include_now=True, - ) # type: ignore - interval_list = [x.dict() for x in t.get_intervals()] - test_list = deepcopy(DYNAMIC_TEST_INTERVAL_SETS) - extra_item = deepcopy(DYNAMIC_TEST_EXTRA_INTERVAL) - interval_sets_end = interval_list[0]["sets_end"] - extra_item["sets_end"] = interval_sets_end - extra_item["batch_end"] = interval_sets_end - test_list[-1]["is_final"] = False - test_list.append(extra_item) - for i in test_list: - i["sets_end"] = interval_sets_end - assert interval_list == test_list - - -def test_intervals_7(): - """Expectations: - Same as _6 except offset is passed to get_intervals. - """ - t = SqlJob( - sql_folder_name="test", - include_now=True, - ) # type: ignore - interval_list = [x.dict() for x in t.get_intervals(last_offset=LAST_OFFSET_STR)] - test_list = deepcopy(DYNAMIC_TEST_INTERVAL_SETS) - extra_item = deepcopy(DYNAMIC_TEST_EXTRA_INTERVAL) - interval_sets_end = interval_list[0]["sets_end"] - extra_item["sets_end"] = interval_sets_end - extra_item["batch_end"] = interval_sets_end - test_list[-1]["is_final"] = False - test_list.append(extra_item) - for i in test_list: - i["sets_end"] = interval_sets_end - assert interval_list == test_list - - -def test_intervals_no_offset(): - """Expectations: - Same as _6 except offset is passed to get_intervals. - """ - t = SqlJob( - sql_folder_name="test", - include_now=True, - ) # type: ignore - with pytest.raises(Exception) as e: - t.get_intervals() - assert ( - "The resulting last offset cannot be None. " - "If last_offset is None, then initial_last_offset or " - "override_last_offset must be set" - ) in str(e.value) - - -@pytest.mark.asyncio -async def test_sql_stmt_gcp(): - sql = SqlStmt( - sql_engine="bigquery", - sql_text="select 1", - is_multi_statement=False, - connection_overrides={}, - ) - assert sql.standard_kwargs == { - "gcp_credentials": QUERY_ENGINE_MAPPING["bigquery"]["gcp_credentials"]( - service_account_file="tests/test.json", - service_account_info=None, - project="test", - ), - "query": "select 1", - } - - mock_state = { - "call_count": 0, - } - - @task - async def fake_task(*args, **kwargs): - mock_state["call_count"] += 1 - - @flow - async def fake_flow(*args, **kwargs): - await sql.run_query_task("test") - - with patch("shared.utils.bigquery_query", fake_task): - await fake_flow() - assert mock_state["call_count"] == 1 - - -@pytest.mark.asyncio -async def test_sql_stmt_sf(): - sql = SqlStmt( - sql_engine="snowflake", - sql_text="select 1", - is_multi_statement=False, - connection_overrides={}, - ) - assert sql.standard_kwargs == { - "query": "select 1", - "snowflake_connector": QUERY_ENGINE_MAPPING["snowflake"]["snowflake_connector"]( - credentials=SnowflakeCredentials( - account="test.us-test-1", - user="test@mozilla.com", - password=None, - private_key=None, - private_key_path=Path("tmp/test.p8"), - private_key_passphrase=SecretStr("**********"), - authenticator="snowflake", - token=None, - endpoint=None, - role="test", - autocommit=None, - ), - database="development", - warehouse="prefect_wh_test", - fetch_size=1, - poll_frequency_s=1, - ), - } - - mock_state = { - "call_count": 0, - } - - @task - async def fake_task(*args, **kwargs): - mock_state["call_count"] += 1 - - @flow - async def fake_flow(*args, **kwargs): - await sql.run_query_task("test") - - with patch("shared.utils.snowflake_query", fake_task): - await fake_flow() - assert mock_state["call_count"] == 1 - - -@pytest.mark.asyncio -async def test_sql_stmt_snowflake_mulit(): - sql = SqlStmt( - sql_engine="snowflake", - sql_text="select 1; select 2; select3;", - is_multi_statement=True, - connection_overrides={}, - ) - assert sql.standard_kwargs == { - "query": "select 1; select 2; select3;", - "snowflake_connector": QUERY_ENGINE_MAPPING["snowflake"]["snowflake_connector"]( - credentials=SnowflakeCredentials( - account="test.us-test-1", - user="test@mozilla.com", - password=None, - private_key=None, - private_key_path=Path("tmp/test.p8"), - private_key_passphrase=SecretStr("**********"), - authenticator="snowflake", - token=None, - endpoint=None, - role="test", - autocommit=None, - ), - database="development", - warehouse="prefect_wh_test", - fetch_size=1, - poll_frequency_s=1, - ), - } - - mock_state = { - "call_count": 0, - } - - @task - async def fake_task(*args, **kwargs): - mock_state["call_count"] += 1 - - @flow - async def fake_flow(*args, **kwargs): - await sql.run_query_task("test") - - with patch("shared.utils.snowflake_multiquery", fake_task): - await fake_flow() - assert mock_state["call_count"] == 1 - - -@pytest.mark.asyncio -@pytest.mark.parametrize("sql_engine", ["mysql", "postgres"]) -async def test_sql_stmt_sqlalchemy(sql_engine): - os.environ["DF_CONFIG_SQLALCHEMY_CREDENTIALS"] = json.dumps( - { - "url": f"{sql_engine}://scott:tiger@localhost:5432", - "read_url": f"{sql_engine}://scott:tiger@localhost:5432", - } - ) - sql = SqlStmt( - sql_engine="mysql", - sql_text="select 1", - is_multi_statement=False, - connection_overrides={}, - ) - assert sql.standard_kwargs == { - "sqlalchemy_credentials": QUERY_ENGINE_MAPPING[sql_engine][ - "sqlalchemy_credentials" - ]( - url="test", - ), - "query": "select 1", - } - - mock_state = { - "call_count": 0, - } - - @task - async def fake_task(*args, **kwargs): - mock_state["call_count"] += 1 - - @flow - async def fake_flow(*args, **kwargs): - await sql.run_query_task("test") - - with patch("shared.utils.sqlalchemy_execute", fake_task): - await fake_flow() - assert mock_state["call_count"] == 1 - - -def test_no_sql_engine(): - t = SqlJob(sql_folder_name="test_bad_engine") # type: ignore - with pytest.raises(Exception) as e: - t.render_sql_file("data.sql") - assert ( - 'SQL file must have jinja2 block {% set sql_engine = "" %}, ' - "and must be one of " - "dict_keys(['snowflake', 'bigquery', 'postgres', 'mysql'])" - ) in str(e.value) diff --git a/data-products/tests/sql_etl/unit/sql/test/offset.sql b/data-products/tests/sql_etl/unit/sql/test/offset.sql deleted file mode 100644 index 3e7c51cc..00000000 --- a/data-products/tests/sql_etl/unit/sql/test/offset.sql +++ /dev/null @@ -1,3 +0,0 @@ -{% set sql_engine = "snowflake" %} -select max(updated_at) as last_offset -from {{ destination_table_name }} \ No newline at end of file diff --git a/data-products/tests/sql_etl/unit/sql/test_bad_engine/data.sql b/data-products/tests/sql_etl/unit/sql/test_bad_engine/data.sql deleted file mode 100644 index 2e3761f7..00000000 --- a/data-products/tests/sql_etl/unit/sql/test_bad_engine/data.sql +++ /dev/null @@ -1 +0,0 @@ -SELECT 1 diff --git a/data-products/tests/sql_etl/unit/sql/test_non_incremental/data.sql b/data-products/tests/sql_etl/unit/sql/test_non_incremental/data.sql deleted file mode 100644 index 52c88f69..00000000 --- a/data-products/tests/sql_etl/unit/sql/test_non_incremental/data.sql +++ /dev/null @@ -1,2 +0,0 @@ -{% set sql_engine = "bigquery" %} -SELECT 1; diff --git a/data-products/tests/sql_etl/unit/sql/test_sub_folders/sub_folder_1/offset.sql b/data-products/tests/sql_etl/unit/sql/test_sub_folders/sub_folder_1/offset.sql deleted file mode 100644 index 3e7c51cc..00000000 --- a/data-products/tests/sql_etl/unit/sql/test_sub_folders/sub_folder_1/offset.sql +++ /dev/null @@ -1,3 +0,0 @@ -{% set sql_engine = "snowflake" %} -select max(updated_at) as last_offset -from {{ destination_table_name }} \ No newline at end of file diff --git a/data-products/tests/sql_etl/unit/sql/test_sub_folders/sub_folder_2/offset.sql b/data-products/tests/sql_etl/unit/sql/test_sub_folders/sub_folder_2/offset.sql deleted file mode 100644 index 3e7c51cc..00000000 --- a/data-products/tests/sql_etl/unit/sql/test_sub_folders/sub_folder_2/offset.sql +++ /dev/null @@ -1,3 +0,0 @@ -{% set sql_engine = "snowflake" %} -select max(updated_at) as last_offset -from {{ destination_table_name }} \ No newline at end of file diff --git a/data-products/tests/sql_etl/unit/test_run_jobs_flow.py b/data-products/tests/sql_etl/unit/test_run_jobs_flow.py deleted file mode 100644 index 75596b80..00000000 --- a/data-products/tests/sql_etl/unit/test_run_jobs_flow.py +++ /dev/null @@ -1,370 +0,0 @@ -import os -from unittest.mock import patch - -import pytest -from pendulum import now as pd_now -from prefect import flow, task -from sql_etl.run_jobs_flow import SF_GCP_STAGE_ID, SqlEtlJob, interval, main - -SQL_JOB_TEST_DATETIME = pd_now(tz="utc").start_of("day") - - -def test_sql_template_path(): - with patch("os.environ") as mock: - mock.return_value = {} - t = SqlEtlJob( - sql_folder_name="test", - initial_last_offset=SQL_JOB_TEST_DATETIME.subtract(days=3) - .subtract(microseconds=1) - .to_iso8601_string(), - kwargs={"destination_table_name": "test.test.test"}, - with_external_state=True, - source_system="snowflake", - snowflake_stage_id=SF_GCP_STAGE_ID, - ) - assert t._sql_template_path == os.path.join(os.getcwd(), "src/sql_etl/sql") - - -def test_sql_job_assert_intervals_external_state(): - t = SqlEtlJob( - sql_folder_name="test", - initial_last_offset=SQL_JOB_TEST_DATETIME.subtract(days=3) - .subtract(microseconds=1) - .to_iso8601_string(), - kwargs={"destination_table_name": "test.test.test"}, - with_external_state=True, - snowflake_stage_id=SF_GCP_STAGE_ID, - ) - intervals = t.get_intervals() - assert [x.dict() for x in intervals] == [ - { - "batch_start": SQL_JOB_TEST_DATETIME.subtract(days=3).to_iso8601_string(), - "batch_end": SQL_JOB_TEST_DATETIME.subtract(days=2).to_iso8601_string(), - "first_interval_start": SQL_JOB_TEST_DATETIME.subtract( - days=3 - ).to_iso8601_string(), - "sets_end": SQL_JOB_TEST_DATETIME.to_iso8601_string(), - "is_initial": True, - "is_final": False, - }, - { - "batch_start": SQL_JOB_TEST_DATETIME.subtract(days=2).to_iso8601_string(), - "batch_end": SQL_JOB_TEST_DATETIME.subtract(days=1).to_iso8601_string(), - "first_interval_start": SQL_JOB_TEST_DATETIME.subtract( - days=3 - ).to_iso8601_string(), - "sets_end": SQL_JOB_TEST_DATETIME.to_iso8601_string(), - "is_initial": False, - "is_final": False, - }, - { - "batch_start": SQL_JOB_TEST_DATETIME.subtract(days=1).to_iso8601_string(), - "batch_end": SQL_JOB_TEST_DATETIME.to_iso8601_string(), - "first_interval_start": SQL_JOB_TEST_DATETIME.subtract( - days=3 - ).to_iso8601_string(), - "sets_end": SQL_JOB_TEST_DATETIME.to_iso8601_string(), - "is_initial": False, - "is_final": True, - }, - ] - offset = t.get_last_offset_sql() - assert ( - offset.sql_text.strip().replace(" ", "").replace("\n", "") - == "selectany_value(last_offset)aslast_offsetfromsql_offset_statewheresql_folder_name='test';" # noqa: E501 - ) - assert offset.sql_engine == "snowflake" - - -def test_sql_job_assert_statements(): - t = SqlEtlJob( - sql_folder_name="test", - initial_last_offset=SQL_JOB_TEST_DATETIME.subtract(days=1) - .subtract(microseconds=1) - .to_iso8601_string(), - kwargs={ - "destination_table_name": "test.test.test", - }, - snowflake_stage_id=SF_GCP_STAGE_ID, # type: ignore - ) - intervals = t.get_intervals() - assert [x.dict() for x in intervals] == [ - { - "batch_start": SQL_JOB_TEST_DATETIME.subtract(days=1).to_iso8601_string(), - "batch_end": SQL_JOB_TEST_DATETIME.to_iso8601_string(), - "first_interval_start": SQL_JOB_TEST_DATETIME.subtract( - days=1 - ).to_iso8601_string(), - "sets_end": SQL_JOB_TEST_DATETIME.to_iso8601_string(), - "is_initial": True, - "is_final": True, - } - ] - interval_input = intervals[0] - offset_persist = SQL_JOB_TEST_DATETIME.add(hours=19).to_iso8601_string() - ex = t.get_extraction_sql(interval_input) - assert ex.sql_text.strip().replace(" ", "").replace( - "\n", "" - ) == f"EXPORT DATA OPTIONS(\nuri='gs://test/test/{interval_input.partition_folders}/data*.parq',\nformat='PARQUET',\ncompression='SNAPPY',\noverwrite=true) AS\nSELECT\n\n*\n\nFROM \n\nfrom \n\nwhere updated_at >= '{interval_input.batch_start}'\nand updated_at < '{interval_input.batch_end}'".strip().replace( # noqa: E501 - " ", "" - ).replace( - "\n", "" - ) # noqa: E501 - assert ex.sql_engine == "bigquery" - offset = t.get_last_offset_sql() - assert offset.sql_text.strip().replace(" ", "").replace( - "\n", "" - ) == "select max(updated_at) as last_offset\nfrom test.test.test".strip().replace( - " ", "" - ).replace( - "\n", "" - ) - assert offset.sql_engine == "snowflake" - lo = t.get_load_sql(interval_input) - assert lo.sql_text.strip().replace(" ", "").replace( - "\n", "" - ) == f"copy into test.test.test (\nbatch_id,\nupdated_at,\ndata,\n_gs_file_name,\n_gs_file_row_number,\n_gs_file_date,\n_gs_file_time,\n_loaded_at\n)\nfrom (\nselect\n{interval_input.partition_timestamp},\n$1:updated_at as updated_at,\n$1 as data,\nmetadata$filename,\nmetadata$file_row_number,\nsplit_part(metadata$filename,'/', -3),\nsplit_part(metadata$filename,'/', -2),\nsysdate()\nfrom {t.get_snowflake_stage_uri(interval_input)}\n)\nfile_format = (type = 'PARQUET')".strip().replace( # noqa: E501 - " ", "" - ).replace( - "\n", "" - ) # noqa: E501 # noqa: E501 - assert lo.sql_engine == "snowflake" - new_off = t.get_new_offset_sql(interval_input) - assert new_off.sql_text.strip().replace(" ", "").replace( - "\n", "" - ) == f"SELECT\n\n max(updated_at) as new_offset\n\nFROM \n\nfrom \n\nwhere updated_at >= '{interval_input.batch_start}'\nand updated_at < '{interval_input.batch_end}'".strip().replace( # noqa: E501 - " ", "" - ).replace( - "\n", "" - ) # noqa: E501 # noqa: E501 - assert new_off.sql_engine == "bigquery" - p = t.get_persist_offset_sql(offset_persist) - assert p.sql_text.strip().replace(" ", "").replace( - "\n", "" - ) == f"merge into sql_offset_state dt using (\nselect 'test' as sql_folder_name, \ncurrent_timestamp as created_at, \ncurrent_timestamp as updated_at,\n'{offset_persist}' as last_offset\n) st on st.sql_folder_name = dt.sql_folder_name\n when matched then update \n set updated_at = st.updated_at,\nlast_offset = st.last_offset\nwhen not matched then insert (sql_folder_name, created_at, updated_at, last_offset) \nvalues (st.sql_folder_name, st.created_at, st.updated_at, st.last_offset);".strip().replace( # noqa: E501 - " ", "" - ).replace( - "\n", "" - ) # noqa: E501 - assert p.sql_engine == "snowflake" - ls = t.get_file_list_sql(interval_input) - assert ls.sql_text.strip().replace(" ", "").replace( - "\n", "" - ) == f"LIST '@{t.snowflake_stage}/{t.sql_folder_name}/{interval_input.partition_date_folder}'".strip().replace( # noqa: E501 - " ", "" - ).replace( - "\n", "" - ) # noqa: E501 - assert ls.sql_engine == "snowflake" - rm = t.get_file_remove_sql(interval_input.partition_folders) - assert rm.sql_text.strip().replace(" ", "").replace( - "\n", "" - ) == f"REMOVE '@{t.snowflake_stage}/{t.sql_folder_name}/{interval_input.partition_folders}'".strip().replace( # noqa: E501 - " ", "" - ).replace( - "\n", "" - ) - assert rm.sql_engine == "snowflake" - with patch("sql_etl.run_jobs_flow.Path") as mock: - mock.return_value.exists.return_value = False - assert not t.has_load_sql - assert not t.has_extraction_sql - assert not t.is_incremental - - -@pytest.mark.asyncio -async def test_interval(): - t = SqlEtlJob( - sql_folder_name="test", - initial_last_offset=SQL_JOB_TEST_DATETIME.subtract( - microseconds=1000 - ).to_iso8601_string(), - kwargs={"destination_table_name": "test.test.test"}, - with_external_state=True, - source_system="snowflake", - snowflake_stage_id=SF_GCP_STAGE_ID, # type: ignore - ) - intervals = t.get_intervals() - interval_input = intervals[0] - offset_persist = SQL_JOB_TEST_DATETIME.add(hours=19).to_iso8601_string() - - mock_state = { - "result_mocks": [ - [(offset_persist,)], - [], - ["success!"], - ["success!"], - ["success!"], - ], - "call_count": 0, - } - - @task - async def fake_task(*args, **kwargs): - result = mock_state["result_mocks"][mock_state["call_count"]] - mock_state["call_count"] += 1 - return result - - with patch("shared.utils.SqlStmt") as s: - s.return_value.run_query_task = fake_task - await interval(t, interval_input) - assert mock_state["call_count"] == len(mock_state["result_mocks"]) - - -@pytest.mark.asyncio -async def test_interval_bq_no_load_no_external_state(): - t = SqlEtlJob( - sql_folder_name="test", - initial_last_offset=SQL_JOB_TEST_DATETIME.subtract( - microseconds=1000 - ).to_iso8601_string(), - kwargs={"destination_table_name": "test.test.test"}, - snowflake_stage_id=SF_GCP_STAGE_ID, # type: ignore - ) - intervals = t.get_intervals() - interval_input = intervals[0] - - mock_state = { - "result_mocks": [ - ["success!"], - ], - "call_count": 0, - } - - @task - async def fake_task(*args, **kwargs): - result = mock_state["result_mocks"][mock_state["call_count"]] - mock_state["call_count"] += 1 - return result - - with patch("shared.utils.SqlStmt") as s: - s.return_value.run_query_task = fake_task - with patch("sql_etl.run_jobs_flow.Path") as mock: - mock.return_value.exists.return_value = False - await interval(t, interval_input) - assert mock_state["call_count"] == len(mock_state["result_mocks"]) - - -@pytest.mark.asyncio -async def test_interval_with_cleanup(): - t = SqlEtlJob( - sql_folder_name="test", - initial_last_offset=SQL_JOB_TEST_DATETIME.subtract( - microseconds=1000 - ).to_iso8601_string(), - kwargs={"destination_table_name": "test.test.test"}, - snowflake_stage_id=SF_GCP_STAGE_ID, # type: ignore - ) - intervals = t.get_intervals() - interval_input = intervals[0] - offset_persist = SQL_JOB_TEST_DATETIME.add(hours=19).to_iso8601_string() - - mock_state = { - "result_mocks": [ - [(offset_persist,)], - [], - ["success!"], - ["success!"], - ["success!"], - ], - "call_count": 0, - } - - @task - async def fake_task(*args, **kwargs): - result = mock_state["result_mocks"][mock_state["call_count"]] - mock_state["call_count"] += 1 - return result - - with patch("shared.utils.SqlStmt") as s: - s.return_value.run_query_task = fake_task - with patch("sql_etl.run_jobs_flow.get_files_for_cleanup") as c: - c.return_value = [ - ( - "gcs://fake-stage/backend_events_for_mozilla/date=2023-06-17/time=22-00-00-000/data_0_0_0.snappy.parquet", - ) - ] - await interval(t, interval_input) - assert mock_state["call_count"] == len(mock_state["result_mocks"]) - - -@pytest.mark.asyncio -async def test_interval_none_offset(): - t = SqlEtlJob( - sql_folder_name="test", - initial_last_offset=SQL_JOB_TEST_DATETIME.subtract( - microseconds=1000 - ).to_iso8601_string(), - kwargs={"destination_table_name": "test.test.test"}, - with_external_state=True, - snowflake_stage_id=SF_GCP_STAGE_ID, # type: ignore - ) - intervals = t.get_intervals() - interval_input = intervals[0] - - mock_state = { - "result_mocks": [[(None,)]], - "call_count": 0, - } - - @task - async def fake_task(*args, **kwargs): - result = mock_state["result_mocks"][mock_state["call_count"]] - mock_state["call_count"] += 1 - return result - - with patch("shared.utils.SqlStmt") as s: - s.return_value.run_query_task = fake_task - await interval(t, interval_input) - assert mock_state["call_count"] == len(mock_state["result_mocks"]) - - -@pytest.mark.asyncio -async def test_main_include_now(): - t = SqlEtlJob( - sql_folder_name="test", - override_last_offset=SQL_JOB_TEST_DATETIME.subtract(days=3) - .subtract(microseconds=2000) - .to_iso8601_string(), - kwargs={"destination_table_name": "test.test.test"}, - with_external_state=True, - include_now=True, - snowflake_stage_id=SF_GCP_STAGE_ID, # type: ignore - ) - mock_state = { - "call_count": 0, - } - - @task - async def fake_task(*args, **kwargs): - return [(None,)] - - @flow - async def fake_flow(*args, **kwargs): - mock_state["call_count"] += 1 - - with patch("shared.utils.SqlStmt") as s: - s.return_value.run_query_task = fake_task - with patch("sql_etl.run_jobs_flow.interval", new=fake_flow): - await main(t) - assert mock_state["call_count"] == 5 - - -@pytest.mark.asyncio -async def test_non_incremental(): - t = SqlEtlJob( - sql_folder_name="test_non_incremental", - ) - - mock_state = { - "call_count": 0, - } - - @task - async def fake_task(*args, **kwargs): - mock_state["call_count"] += 1 - - with patch("shared.utils.SqlStmt") as s: - s.return_value.run_query_task = fake_task - await main(t) - assert mock_state["call_count"] == 1 diff --git a/data-products/tests/sql_etl/unit/test_run_sub_folders.py b/data-products/tests/sql_etl/unit/test_run_sub_folders.py deleted file mode 100644 index 4d6589ea..00000000 --- a/data-products/tests/sql_etl/unit/test_run_sub_folders.py +++ /dev/null @@ -1,39 +0,0 @@ -from unittest.mock import patch - -import pytest -from pendulum import now as pd_now -from prefect import flow, task -from sql_etl.run_jobs_flow import SF_GCP_STAGE_ID, SqlEtlJob, main - -SQL_JOB_TEST_DATETIME = pd_now(tz="utc").start_of("day") - - -@pytest.mark.asyncio -async def test_main_subfolders(): - t = SqlEtlJob( - sql_folder_name="test_sub_folders", - override_last_offset=SQL_JOB_TEST_DATETIME.subtract(days=3) - .subtract(microseconds=2000) - .to_iso8601_string(), - kwargs={"destination_table_name": "test.test.test"}, - with_external_state=True, - include_now=True, - snowflake_stage_id=SF_GCP_STAGE_ID, # type: ignore - ) - mock_state = { - "call_count": 0, - } - - @task - async def fake_task(*args, **kwargs): - return [(None,)] - - @flow - async def fake_flow(*args, **kwargs): - mock_state["call_count"] += 1 - - with patch("shared.utils.SqlStmt") as s: - s.return_value.run_query_task = fake_task - with patch("sql_etl.run_jobs_flow.interval", new=fake_flow): - await main(t) - assert mock_state["call_count"] == 10