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feat(ingest): grafana connector (datahub-project#10891)
Co-authored-by: Shirshanka Das <shirshanka@apache.org> Co-authored-by: Harshal Sheth <hsheth2@gmail.com>
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metadata-ingestion/src/datahub/ingestion/source/grafana/grafana_source.py
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from typing import Iterable, List, Optional | ||
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||
import requests | ||
from pydantic import Field, SecretStr | ||
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import datahub.emitter.mce_builder as builder | ||
from datahub.configuration.source_common import PlatformInstanceConfigMixin | ||
from datahub.emitter.mcp import MetadataChangeProposalWrapper | ||
from datahub.ingestion.api.common import PipelineContext | ||
from datahub.ingestion.api.decorators import ( | ||
SupportStatus, | ||
config_class, | ||
platform_name, | ||
support_status, | ||
) | ||
from datahub.ingestion.api.source import MetadataWorkUnitProcessor | ||
from datahub.ingestion.api.source_helpers import auto_workunit | ||
from datahub.ingestion.api.workunit import MetadataWorkUnit | ||
from datahub.ingestion.source.state.stale_entity_removal_handler import ( | ||
StaleEntityRemovalHandler, | ||
StaleEntityRemovalSourceReport, | ||
StatefulIngestionConfigBase, | ||
) | ||
from datahub.ingestion.source.state.stateful_ingestion_base import ( | ||
StatefulIngestionReport, | ||
StatefulIngestionSourceBase, | ||
) | ||
from datahub.metadata.com.linkedin.pegasus2avro.common import ChangeAuditStamps | ||
from datahub.metadata.schema_classes import DashboardInfoClass, StatusClass | ||
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class GrafanaSourceConfig(StatefulIngestionConfigBase, PlatformInstanceConfigMixin): | ||
url: str = Field( | ||
default="", | ||
description="Grafana URL in the format http://your-grafana-instance with no trailing slash", | ||
) | ||
service_account_token: SecretStr = Field( | ||
description="Service account token for Grafana" | ||
) | ||
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class GrafanaReport(StaleEntityRemovalSourceReport): | ||
pass | ||
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@platform_name("Grafana") | ||
@config_class(GrafanaSourceConfig) | ||
@support_status(SupportStatus.TESTING) | ||
class GrafanaSource(StatefulIngestionSourceBase): | ||
""" | ||
This is an experimental source for Grafana. | ||
Currently only ingests dashboards (no charts) | ||
""" | ||
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def __init__(self, config: GrafanaSourceConfig, ctx: PipelineContext): | ||
super().__init__(config, ctx) | ||
self.source_config = config | ||
self.report = GrafanaReport() | ||
self.platform = "grafana" | ||
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@classmethod | ||
def create(cls, config_dict, ctx): | ||
config = GrafanaSourceConfig.parse_obj(config_dict) | ||
return cls(config, ctx) | ||
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def get_workunit_processors(self) -> List[Optional[MetadataWorkUnitProcessor]]: | ||
return [ | ||
*super().get_workunit_processors(), | ||
StaleEntityRemovalHandler.create( | ||
self, self.source_config, self.ctx | ||
).workunit_processor, | ||
] | ||
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def get_report(self) -> StatefulIngestionReport: | ||
return self.report | ||
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def get_workunits_internal(self) -> Iterable[MetadataWorkUnit]: | ||
headers = { | ||
"Authorization": f"Bearer {self.source_config.service_account_token.get_secret_value()}", | ||
"Content-Type": "application/json", | ||
} | ||
try: | ||
response = requests.get( | ||
f"{self.source_config.url}/api/search", headers=headers | ||
) | ||
response.raise_for_status() | ||
except requests.exceptions.RequestException as e: | ||
self.report.report_failure(f"Failed to fetch dashboards: {str(e)}") | ||
return | ||
res_json = response.json() | ||
for item in res_json: | ||
uid = item["uid"] | ||
title = item["title"] | ||
url_path = item["url"] | ||
full_url = f"{self.source_config.url}{url_path}" | ||
dashboard_urn = builder.make_dashboard_urn( | ||
platform=self.platform, | ||
name=uid, | ||
platform_instance=self.source_config.platform_instance, | ||
) | ||
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yield from auto_workunit( | ||
MetadataChangeProposalWrapper.construct_many( | ||
entityUrn=dashboard_urn, | ||
aspects=[ | ||
DashboardInfoClass( | ||
description="", | ||
title=title, | ||
charts=[], | ||
lastModified=ChangeAuditStamps(), | ||
externalUrl=full_url, | ||
customProperties={ | ||
key: str(value) | ||
for key, value in { | ||
"displayName": title, | ||
"id": item["id"], | ||
"uid": uid, | ||
"title": title, | ||
"uri": item["uri"], | ||
"type": item["type"], | ||
"folderId": item.get("folderId"), | ||
"folderUid": item.get("folderUid"), | ||
"folderTitle": item.get("folderTitle"), | ||
}.items() | ||
if value is not None | ||
}, | ||
), | ||
StatusClass(removed=False), | ||
], | ||
) | ||
) |
25 changes: 25 additions & 0 deletions
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metadata-ingestion/tests/integration/grafana/default-dashboard.json
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{ | ||
"id": null, | ||
"uid": "default", | ||
"title": "Default Dashboard", | ||
"tags": [], | ||
"timezone": "browser", | ||
"schemaVersion": 16, | ||
"version": 0, | ||
"panels": [ | ||
{ | ||
"type": "text", | ||
"title": "Welcome", | ||
"gridPos": { | ||
"x": 0, | ||
"y": 0, | ||
"w": 24, | ||
"h": 5 | ||
}, | ||
"options": { | ||
"content": "Welcome to your Grafana dashboard!", | ||
"mode": "markdown" | ||
} | ||
} | ||
] | ||
} |
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metadata-ingestion/tests/integration/grafana/docker-compose.yml
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version: '3.7' | ||
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services: | ||
grafana: | ||
image: grafana/grafana:latest | ||
container_name: grafana | ||
ports: | ||
- "3000:3000" | ||
environment: | ||
- GF_SECURITY_ADMIN_PASSWORD=admin | ||
- GF_SECURITY_ADMIN_USER=admin | ||
- GF_PATHS_PROVISIONING=/etc/grafana/provisioning | ||
volumes: | ||
- grafana-storage:/var/lib/grafana | ||
- ./provisioning:/etc/grafana/provisioning | ||
- ./default-dashboard.json:/var/lib/grafana/dashboards/default-dashboard.json | ||
depends_on: | ||
- postgres | ||
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postgres: | ||
image: postgres:13 | ||
container_name: grafana-postgres | ||
environment: | ||
POSTGRES_DB: grafana | ||
POSTGRES_USER: grafana | ||
POSTGRES_PASSWORD: grafana | ||
volumes: | ||
- postgres-storage:/var/lib/postgresql/data | ||
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volumes: | ||
grafana-storage: | ||
postgres-storage: |
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metadata-ingestion/tests/integration/grafana/grafana_mcps_golden.json
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[ | ||
{ | ||
"entityType": "dashboard", | ||
"entityUrn": "urn:li:dashboard:(grafana,default)", | ||
"changeType": "UPSERT", | ||
"aspectName": "dashboardInfo", | ||
"aspect": { | ||
"json": { | ||
"customProperties": { | ||
"displayName": "Default Dashboard", | ||
"id": "1", | ||
"uid": "default", | ||
"title": "Default Dashboard", | ||
"uri": "db/default-dashboard", | ||
"type": "dash-db" | ||
}, | ||
"externalUrl": "http://localhost:3000/d/default/default-dashboard", | ||
"title": "Default Dashboard", | ||
"description": "", | ||
"charts": [], | ||
"datasets": [], | ||
"lastModified": { | ||
"created": { | ||
"time": 0, | ||
"actor": "urn:li:corpuser:unknown" | ||
}, | ||
"lastModified": { | ||
"time": 0, | ||
"actor": "urn:li:corpuser:unknown" | ||
} | ||
} | ||
} | ||
}, | ||
"systemMetadata": { | ||
"lastObserved": 1720785600000, | ||
"runId": "grafana-test-simple", | ||
"lastRunId": "no-run-id-provided" | ||
} | ||
}, | ||
{ | ||
"entityType": "dashboard", | ||
"entityUrn": "urn:li:dashboard:(grafana,default)", | ||
"changeType": "UPSERT", | ||
"aspectName": "status", | ||
"aspect": { | ||
"json": { | ||
"removed": false | ||
} | ||
}, | ||
"systemMetadata": { | ||
"lastObserved": 1720785600000, | ||
"runId": "grafana-test-simple", | ||
"lastRunId": "no-run-id-provided" | ||
} | ||
} | ||
] |
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metadata-ingestion/tests/integration/grafana/provisioning/api-keys/api_keys.yaml
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api_keys: | ||
- name: 'example-api-key' | ||
role: 'Admin' |
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metadata-ingestion/tests/integration/grafana/provisioning/dashboards/dashboard.yaml
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apiVersion: 1 | ||
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providers: | ||
- name: 'default' | ||
orgId: 1 | ||
folder: '' | ||
type: file | ||
disableDeletion: false | ||
updateIntervalSeconds: 10 | ||
options: | ||
path: /var/lib/grafana/dashboards |
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metadata-ingestion/tests/integration/grafana/provisioning/datasources/datasource.yaml
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apiVersion: 1 | ||
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datasources: | ||
- name: PostgreSQL | ||
type: postgres | ||
access: proxy | ||
url: postgres:5432 | ||
database: grafana | ||
user: grafana | ||
password: grafana | ||
jsonData: | ||
sslmode: disable |
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...a-ingestion/tests/integration/grafana/provisioning/service_accounts/service_accounts.yaml
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service_accounts: | ||
- name: 'example-service-account' | ||
role: 'Admin' | ||
apiKeys: | ||
- keyName: 'example-api-key' | ||
role: 'Admin' |
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