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Jorge de la Cruz
@jorgedlcruz
https://jorgedelacruz.es || https://jorgedelacruz.uk
RESTful API – How to
Consume, Extract, Store,
and Visualize Data with
InfluxDB and Grafana
What are we
going to learn?
• Introduction and Quick Overview of a
RESTful API
• Components and diagram of the How-To
• Deep-dive in Swagger
• Deep-dive on Bash Shell and JQ
• Deep-Dive on InfluxDB 1.x Queries, using
Grafana as a Dashboard system
THE PROBLEMS
I’VE SOLVED
BY CHOOSING
TIME SERIES
From zero to time-series
Introduction and Quick Overview of a RESTful API
Application Programming Interface
What is an API?
Think of an API as a waitress, you have a menu and
you select some food, the waitress takes that order
to the kitchen, who prepares the food, and the
waitress delivers the order to your table
Request
ResponseYou Server
API
A World without an API
A World with an API
• REpresentational State Transfer (REST)
• Architectural style based on web standards and the HTTP protocol
• Everything is a resource
• CRUD or HTTP methods
Server-client model
What is a REST API?
GET
Most popular protocol used for RESTful implementations is HTTP
REST architecture uses HTML verbs to make requests
Uniquely address data using a uniform and minimal set of
commands
HTTP Methods
POST
DELETE
PUT
Read data or resources
Create data or resources
Delete data or resources
Update data or resources
HTTP response status code
Informational Codes
Redirection Codes
Server Error Codes
Successful Codes
Client Error Codes
Use existing tools:
• POSTMAN (Google Chrome)
• RESTClient (Mozilla Firefox)
• Swagger (when available)
• CURL (for the command-line geek)
Talking with an API
Comprehend visually what’s what
Components and diagram of the How-To
InfluxDB Server
Database Server to save metrics
Bash Shell Script.sh
Bash Script to collect data
COLLECTOR VISUALIZATION
From RESTful API, to InfluxDB, to Visual
Not always available, but when it is, the best resource
Deep-dive in Swagger
Obtaining our first JSON to parse
id=96965f6a-6f09-4286-a47c-1346c8631d99
Obtaining our first JSON to parse
objectStorageId=07c58531-19b5-42a9-8051-5a2137bf7731
objectStoragCachePath=E:REPO002
capacityBytes=107370971136
freeSpaceBytes=100837818368
name=NTFS-REPO-1Y
The “sed” for JSON Data, parsing like a Pro
Deep-dive on Bash Shell and JQ
Parsing a JSON to useful data with JQ
Jqplay.org
jq '.[] | .objectStorageId,.objectStorageCachePath,.capacityBytes,.freeSpaceBytes,.id,.name'
Putting all of this on Bash Shell Script
Putting all of this on Bash Shell Script
How to quickly build gorgeous, yet useful, Dashboards
Deep-Dive on InfluxDB 1.x Queries, using Grafana
Grafana – Quick Overview I
Grafana – Quick Overview II
Grafana – Dashboard Variables
Grafana – Dashboard Variables
Grafana – Veeam Backup for Azure
Grafana – Veeam Backup for MS365
Grafana – Veeam Enterprise Manager
Grafana – Veeam Enterprise Manager
Grafana – JSON API Plugin
A non-production ready yet, awesome plugin
By Marcus Olsson
A great way to query, and parse a JSON on the fly, and show it on Grafana:
• https://grafana.com/grafana/plugins/marcusolsson-json-datasource
THANK YOU

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