diff --git a/README.md b/README.md index 0df3345..81a7d20 100644 --- a/README.md +++ b/README.md @@ -35,6 +35,7 @@ dbt-loom currently supports obtaining model definitions from: - Local manifest files - dbt Cloud +- GCS - S3-compatible object storage services [TODO] :warning: **dbt Core's plugin functionality is still in beta. Please note that this may break in the future as dbt Labs solidifies the dbt plugin API in future versions.** @@ -72,7 +73,7 @@ manifests: config: account_id: - # Job ID pertains to the job that you'd like to fetch artifacts from + # Job ID pertains to the job that you'd like to fetch artifacts from. job_id: api_endpoint: @@ -84,6 +85,46 @@ manifests: # which to fetch artifacts. Defaults to the last step. ``` +### Using GCS as an artifact source + +You can use dbt-loom to fetch manifest files from Google Cloud Storage by setting up a `gcs` manifest in your `dbt-loom` config. + +```yaml +manifests: + - name: project_name + type: gcs + config: + project_id: + # The alphanumeric ID of the GCP project that contains your target bucket. + + bucket_name: + # The name of the bucket where your manifest is stored. + + object_name: + # The object name of your manifest file. + + credentials: + # The OAuth2 Credentials to use. If not passed, falls back to the default inferred from the environment. +``` + +### Using environment variables + +You can easily incorporate your own environment variables into the config file. This allows for dynamic configuration values that can change based on the environment. To specify an environment variable in the `dbt-loom` config file, use one of the following formats: + +`${ENV_VAR}` or `$ENV_VAR` + +#### Example: + +```yaml +manifests: + - name: revenue + type: gcs + config: + project_id: ${GCP_PROJECT} + bucket_name: ${GCP_BUCKET} + object_name: ${MANIFEST_PATH} +``` + ## How does it work? As of dbt-core 1.6.0-b8, there now exists a `dbtPlugin` class which defines functions that can diff --git a/dbt_loom/__init__.py b/dbt_loom/__init__.py index 4b279ca..9d06437 100644 --- a/dbt_loom/__init__.py +++ b/dbt_loom/__init__.py @@ -1,10 +1,10 @@ import json import os +import re from enum import Enum from pathlib import Path from typing import Any, Dict, List, Optional, Union - import yaml from dbt.contracts.graph.node_args import ModelNodeArgs from dbt.plugins.manager import dbt_hook, dbtPlugin @@ -13,6 +13,7 @@ from pydantic import BaseModel from .clients.dbt_cloud import DbtCloud +from .clients.gcs import GCSClient class ManifestReferenceType(str, Enum): @@ -20,6 +21,7 @@ class ManifestReferenceType(str, Enum): file = "file" dbt_cloud = "dbt_cloud" + gcs = "gcs" class FileReferenceConfig(BaseModel): @@ -37,12 +39,21 @@ class DbtCloudReferenceConfig(BaseModel): step: Optional[int] = None +class GCSReferenceConfig(BaseModel): + """Configuration for a GCS reference""" + + project_id: str + bucket_name: str + object_name: str + credentials: Optional[Path] = None + + class ManifestReference(BaseModel): """Reference information for a manifest to be loaded into dbt-loom.""" name: str type: ManifestReferenceType - config: Union[FileReferenceConfig, DbtCloudReferenceConfig] + config: Union[FileReferenceConfig, DbtCloudReferenceConfig, GCSReferenceConfig] class dbtLoomConfig(BaseModel): @@ -60,6 +71,7 @@ def __init__(self): self.loading_functions = { ManifestReferenceType.file: self.load_from_local_filesystem, ManifestReferenceType.dbt_cloud: self.load_from_dbt_cloud, + ManifestReferenceType.gcs: self.load_from_gcs, } @staticmethod @@ -79,6 +91,18 @@ def load_from_dbt_cloud(config: DbtCloudReferenceConfig) -> Dict: return client.get_models(config.job_id, step=config.step) + @staticmethod + def load_from_gcs(config: GCSReferenceConfig) -> Dict: + """Load a manifest dictionary from a GCS bucket.""" + gcs_client = GCSClient( + project_id=config.project_id, + bucket_name=config.bucket_name, + object_name=config.object_name, + credentials=config.credentials, + ) + + return gcs_client.load_manifest() + def load(self, manifest_reference: ManifestReference) -> Dict: """Load a manifest dictionary based on a ManifestReference input.""" @@ -129,7 +153,10 @@ def convert_model_nodes_to_model_node_args( unique_id: ModelNodeArgs( name=node.get("name"), package_name=node.get("package_name"), - identifier=node.get("relation_name").split(".")[-1].replace('"', ""), + identifier=node.get("relation_name") + .split(".")[-1] + .replace('"', "") + .replace('`', ""), schema=node.get("schema"), database=node.get("database"), relation_name=node.get("relation_name"), @@ -169,7 +196,24 @@ def read_config(self, path: Path) -> Optional[dbtLoomConfig]: if not path.exists(): return None - return dbtLoomConfig(**yaml.load(open(path), yaml.SafeLoader)) + with open(path) as file: + config_content = file.read() + + config_content = self.replace_env_variables(config_content) + + return dbtLoomConfig(**yaml.load(config_content, yaml.SafeLoader)) + + @staticmethod + def replace_env_variables(config_str: str) -> str: + """Replace environment variable placeholders in the configuration string.""" + pattern = r'\$(\w+)|\$\{([^}]+)\}' + return re.sub( + pattern, + lambda match: os.environ.get( + match.group(1) if match.group(1) is not None else match.group(2), '' + ), + config_str, + ) def initialize(self) -> None: """Initialize the plugin""" diff --git a/dbt_loom/clients/gcs.py b/dbt_loom/clients/gcs.py new file mode 100644 index 0000000..4a9786b --- /dev/null +++ b/dbt_loom/clients/gcs.py @@ -0,0 +1,44 @@ +import json +from pathlib import Path +from typing import Dict, Optional + +from google.cloud import storage + + +class GCSClient: + """Client for GCS. Fetches manifest for a given bucket.""" + + def __init__( + self, + project_id: str, + bucket_name: str, + object_name: str, + credentials: Optional[Path] = None, + ) -> None: + self.project_id = project_id + self.bucket_name = bucket_name + self.object_name = object_name + self.credentials = credentials + + def load_manifest(self) -> Dict: + """Load a manifest json from a GCS bucket.""" + client = ( + storage.Client.from_service_account_json( + self.credentials, project=self.project_id + ) + if self.credentials + else storage.Client(project=self.project_id) + ) + bucket = client.get_bucket(self.bucket_name) + blob = bucket.get_blob(self.object_name) + if not blob: + raise Exception( + f"The object `{self.object_name}` does not exist in bucket `{self.bucket_name}`." + ) + + manifest_json = blob.download_as_text() + + try: + return json.loads(manifest_json) + except: + raise Exception(f"The object `{self.object_name}` is not a valid JSON.") diff --git a/poetry.lock b/poetry.lock index 94ad857..c211bf2 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. 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