dt-async 1.0.5

Dynatrace async API Python client

dt-async - Dynatrace Python API Client

dt-async is a Python client for the Dynatrace Rest API.
It focuses on ease of use and nice type hints, perfect to explore the API and create quick scripts

This project is a modified fork of the original library released by Dynatrace.

Install

$ pip install dt-async

Authentication

This library uses OAuth 2.0 client credentials flow for authentication.

When creating DynatraceAsync(...), you must provide:

• client_id
• client_secret
• account_uuid
• scope

The scope value must include the permissions required by the APIs you want to call. For example, if you want to read entities and metrics, pass the corresponding OAuth scopes in the constructor, for example scope="environment-api:entities:read environment-api:metrics:read".

Simple Demo

import asyncio
from datetime import datetime, timedelta

from dynatrace import DynatraceAsync
from dynatrace import TOO_MANY_REQUESTS_WAIT
from dynatrace.environment_v2.credential_vault import PublicCertificateCredentials
from dynatrace.environment_v2.settings import SettingsObjectCreate
from dynatrace.environment_v2.tokens_api import (
    SCOPE_METRICS_INGEST,
    SCOPE_METRICS_READ,
)

async def main():
    # Create a Dynatrace client
    async with DynatraceAsync(
        client_id="oauth_client_id",
        client_secret="oauth_client_secret",
        account_uuid="your-account-uuid",
        base_url="environment_url",
    ) as dt:
        # Create a client that handles too many requests (429)
        # dt = DynatraceAsync(
        #     client_id="oauth_client_id",
        #     client_secret="oauth_client_secret",
        #     account_uuid="your-account-uuid",
        #     base_url="environment_url",
        #     too_many_requests_strategy=TOO_MANY_REQUESTS_WAIT,
        # )

        # Create a client that automatically retries on errors, up to 5 times, with a 1 second delay between retries
        # dt = DynatraceAsync(
        #     client_id="oauth_client_id",
        #     client_secret="oauth_client_secret",
        #     account_uuid="your-account-uuid",
        #     base_url="environment_url",
        #     retries=5,
        #     retry_delay_ms=1000,
        # )

        # Create a client with a custom HTTP timeout of 10 seconds
        # dt = DynatraceAsync(
        #     client_id="oauth_client_id",
        #     client_secret="oauth_client_secret",
        #     account_uuid="your-account-uuid",
        #     base_url="environment_url",
        #     timeout=10,
        # )

        # Get all hosts and some properties
        async for entity in await dt.entities.list(
            'type("HOST")',
            fields="properties.memoryTotal,properties.monitoringMode",
        ):
            print(entity.entity_id, entity.display_name, entity.properties)

        # Get idle CPU for all hosts
        async for metric in await dt.metrics.query(
            "builtin:host.cpu.idle",
            resolution="Inf",
        ):
            print(metric)

        # Print dimensions, timestamp and values for the AWS Billing Metric
        async for metric in await dt.metrics.query(
            "ext:cloud.aws.billing.estimatedChargesByRegionCurrency"
        ):
            for data in metric.data:
                for timestamp, value in zip(data.timestamps, data.values):
                    print(data.dimensions, timestamp, value)

        # Get all ActiveGates
        async for ag in await dt.activegates.list():
            print(ag)

        # Get metric descriptions for all host metrics
        async for metric in await dt.metrics.list("builtin:host.*"):
            print(metric)

        # Delete endpoints that contain the word test
        async for plugin in await dt.plugins.list():
            # This could also be dt.get_endpoints(plugin.id)
            async for endpoint in plugin.endpoints:
                if "test" in endpoint.name:
                    await endpoint.delete(plugin.id)

        # Prints dashboard ID, owner and number of tiles
        async for dashboard in await dt.dashboards.list():
            full_dashboard = await dashboard.get_full_dashboard()
            print(full_dashboard.id, dashboard.owner, len(full_dashboard.tiles))

        # Delete API Tokens that haven't been used for more than 3 months
        async for token in await dt.tokens.list(fields="+lastUsedDate,+scopes"):
            if token.last_used_date and token.last_used_date < datetime.now() - timedelta(
                days=90
            ):
                print(
                    f"Deleting token! {token}, last used date: {token.last_used_date}"
                )

        # Create an API Token that can read and ingest metrics
        new_token = await dt.tokens.create(
            "metrics_token",
            scopes=[SCOPE_METRICS_READ, SCOPE_METRICS_INGEST],
        )
        print(new_token.token)

        # Upload a public PEM certificate to the Credential Vault
        with open("ca.pem", "r") as f:
            ca_cert = f.read()

        my_cred = PublicCertificateCredentials(
            name="my_cred",
            scopes=["EXTENSION"],
            description="my_cred description",
            owner_access_only=False,
            certificate=ca_cert,
            password="",
            certificate_format="PEM",
        )

        credential = await dt.credentials.post(my_cred)
        print(credential.id)

        # Create a new settings 2.0 object
        settings_value = {
            "enabled": True,
            "summary": "DT API TEST 1",
            "queryDefinition": {
                "type": "METRIC_KEY",
                "metricKey": "netapp.ontap.node.fru.state",
                "aggregation": "AVG",
                "entityFilter": {
                    "dimensionKey": "dt.entity.netapp_ontap:fru",
                    "conditions": [],
                },
                "dimensionFilter": [],
            },
            "modelProperties": {
                "type": "STATIC_THRESHOLD",
                "threshold": 100.0,
                "alertOnNoData": False,
                "alertCondition": "BELOW",
                "violatingSamples": 3,
                "samples": 5,
                "dealertingSamples": 5,
            },
            "eventTemplate": {
                "title": "OnTap {dims:type} {dims:fru_id} is in Error State",
                "description": "OnTap field replaceable unit (FRU) {dims:type} with id {dims:fru_id} on node {dims:node} in cluster {dims:cluster} is in an error state.\n",
                "eventType": "RESOURCE",
                "davisMerge": True,
                "metadata": [],
            },
            "eventEntityDimensionKey": "dt.entity.netapp_ontap:fru",
        }

        settings_object = SettingsObjectCreate(
            schema_id="builtin:anomaly-detection.metric-events",
            value=settings_value,
            scope="environment",
        )
        await dt.settings.create_object(validate_only=False, body=settings_object)


asyncio.run(main())

Implementation Progress

Environment API V2

API	Level	Access
Access Tokens - API tokens	:heavy_check_mark:	dt.tokens
Access tokens - Tenant tokens	:heavy_check_mark:	dt.tenant_tokens
ActiveGates	:heavy_check_mark:	dt.activegates
ActiveGates - Auto-update configuration	:heavy_check_mark:	dt.activegates_autoupdate_configuration
ActiveGates - Auto-update jobs	:heavy_check_mark:	dt.activegates_autoupdate_jobs
ActiveGates - Remote configuration	:heavy_check_mark:	dt.activegates_remote_configuration
Audit Logs	:heavy_check_mark:	dt.audit_logs
Events	:warning:	dt.events_v2
Extensions 2.0	:heavy_check_mark:	dt.extensions_v2
Logs	:warning:	dt.logs
Metrics	:heavy_check_mark:	dt.metrics
Monitored entities	:warning:	dt.entities
Monitored entities - Custom tags	:heavy_check_mark:	dt.custom_tags
Network zones	:warning:	dt.network_zones
OneAgents - Remote configuration	:heavy_check_mark:	dt.oneagents_remote_configuration
Problems	:heavy_check_mark:	dt.problems
Security problems	:heavy_check_mark:	dt.security_problems
Service-level objectives	:heavy_check_mark:	dt.slos
Settings	:warning:	dt.settings
Credential vault	:heavy_check_mark:	dt.credentials

Environment API V1

API	Level	Access
Anonymization	:x:
Cluster time	:heavy_check_mark:	dt.cluster_time
Cluster version	:x:
Custom devices	:heavy_check_mark:	dt.custom_devices
Deployment	:heavy_check_mark:	dt.deployment
Events	:warning:	dt.events
JavaScript tag management	:x:
Log monitoring - Custom devices	:x:
Log monitoring - Hosts	:x:
Log monitoring - Process groups	:x:
Maintenance window	:x:
OneAgent on a host	:warning:	dt.oneagents
Problem	:x:
Synthetic - Locations and nodes	:x:
Synthetic - Monitors	:warning:	dt.synthetic_monitors
Synthetic - Third party	:heavy_check_mark:	dt.third_part_synthetic_tests
Threshold	:x:
Timeseries	:warning:	dt.timeseries
Tokens	:x:
Topology & Smartscape - Application	:x:
Topology & Smartscape - Custom device	:warning:	dt.custom_devices
Topology & Smartscape - Host	:warning:	dt.smartscape_hosts
Topology & Smartscape - Process	:x:
Topology & Smartscape - Process group	:x:
Topology & Smartscape - Service	:x:
User sessions	:x:

Configuration API V1

API	Level	Access
Alerting Profiles	:warning:	dt.alerting_profiles
Anomaly detection - Applications	:x:
Anomaly detection - AWS	:x:
Anomaly detection - Database services	:x:
Anomaly detection - Disk events	:x:
Anomaly detection - Hosts	:x:
Anomaly detection - Metric events	:warning:	dt.anomaly_detection_metric_events
Anomaly detection - Process groups	:warning:	dt.anomaly_detection_process_groups
Anomaly detection - Services	:x:
Anomaly detection - VMware	:x:
Automatically applied tags	:warning:	dt.auto_tags
AWS credentials configuration	:x:
AWS PrivateLink	:x:
Azure credentials configuration	:x:
Calculated metrics - Log monitoring	:x:
Calculated metrics - Mobile & custom applications	:x:
Calculated metrics - Services	:x:
Calculated metrics - Synthetic	:x:
Calculated metrics - Web applications	:x:
Cloud Foundry credentials configuration	:x:
Conditional naming	:x:
Custom tags	:heavy_check_mark:	dt.custom_tags
Dashboards	:warning:	dt.dashboards
Data privacy and security	:x:
Extensions	:heavy_check_mark:	dt.extensions
Frequent issue detection	:x:
Kubernetes credentials configuration	:x:
Maintenance windows	:warning:	dt.maintenance_windows
Management zones	:warning:	dt.management_zones
Notifications	:warning:	dt.notifications
OneAgent - Environment-wide configuration	:heavy_check_mark:	dt.oneagents_config_environment
OneAgent in a host group	:heavy_check_mark:	dt.oneagents_config_hostgroup
OneAgent on a host	:heavy_check_mark:	dt.oneagents_config_host
Plugins	:warning:	dt.plugins
Remote environments	:x:
Reports	:x:
RUM - Allowed beacon origins for CORS	:x:
RUM - Application detection rules	:x:
RUM - Application detection rules - Host detection	:x:
RUM - Content resources	:x:
RUM - Geographic regions - custom client IP headers	:x:
RUM - Geographic regions - IP address mapping	:x:
RUM - Mobile and custom application configuration	:x:
RUM - Web application configuration	:x:
Service - Custom services	:x:
Service - Detection full web request	:x:
Service - Detection full web service	:x:
Service - Detection opaque and external web request	:x:
Service - Detection opaque and external web service	:x:
Service - Failure detection parameter sets	:x:
Service - Failure detection rules	:x:
Service - IBM MQ tracing	:x:
Service - Request attributes	:x:
Service - Request naming	:x:

Platform API

API	Level	Access
AppEngine - Registry - Apps	:heavy_check_mark:	dt.platform.appengine_registry
AppEngine - Registry - Schema Manifest	:heavy_check_mark:	dt.platform.appengine_registry
Davis CoPilot API	:heavy_check_mark:	dt.platform.davis_copilot
Davis AI - Predictive and Causal	:warning:	dt.platform.davis_analyzers
DQL Query	:heavy_check_mark:	dt.platform.grail_query_execution, dt.platform.grail_query_assistance

Account API

API	Level	Access
Account Management - Account limits	:x:
Account Management - User management	:x:
Account Management - Group management	:x:
Account Management - Permission management	:x:
Account Management - Policy management	:x:
Account Management - Service user management	:x:
Account Management - Platform tokens	:x:
Environment management API v1	:heavy_check_mark:	dt.account.env_v1
Environment management API v2	:heavy_check_mark:	dt.account.env_v2
Dynatrace Platform Subscription - Subscription management	:heavy_check_mark:	dt.account.sub_v2
Dynatrace Platform Subscription - Subscription environments v2	:x:
Dynatrace Platform Subscription - Subscription environments v3	:heavy_check_mark:	dt.account.sub_v3
Dynatrace Platform Subscription - Rate cards	:heavy_check_mark:	dt.account.sub_v1_rate_cards
Dynatrace Platform Subscription - Cost allocation	:heavy_check_mark:	dt.account.sub_v1_cost_allocation
Account Settings	:x:
Account Audits	:x:
Reference data	:x:
Notifications	:x: