Grafana simple json table

April 17, 6 minute read. Ever since the first time I used it, I have wanted to sit down and write a server which would provide metrics to it through the Simple JSON datasource plugin.

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The tool is called PyGraf and will be opened sourced in the very near future! If our backend responds, Grafana will confirm that the test worked. The gap between datapoints that Grafana expects to receive. This is done because it is more efficient. Grafana will graph all datapoints it is given, even if they are not spaced in accordance with the expected interval.

This is important as they each require data formatted in different ways. As mentioned in the intervals section of this post, Grafana does this because it provides clearer results. Grafana will graph all datapoints it is given, even if they exceed the max.

As explained by epoch converter :. Many Unix systems store epoch dates as a signed bit integer, which might cause problems on January 19, known as the Year problem or Y Below is an example of epoch times which are 10 milliseconds apart, alongside their corresponding datapoints:. So how do we bridge the gap between the ISO date times and the epoch times?

We convert the former to the latter! Hopefully this post is enough to bridge the gap between the docs and your backends.

As always, if you have any questions or have a topic that you would like me to discuss, please feel free to post a comment at the bottom of this blog entry, e-mail at will oznetnerd. Note: The opinions expressed in this blog are my own and not those of my employer. April 13, 7 minute read. April 05, 1 minute read. April 03, 12 minute read. March 15, 5 minute read. In the previous post, What is it?

Will Robinson A sales engineer who loves talking about cloud, automation and cybersecurity. Leave a comment. You may also enjoy. Enter your search termBy using our site, you acknowledge that you have read and understand our Cookie PolicyPrivacy Policyand our Terms of Service. The dark mode beta is finally here. Change your preferences any time. Stack Overflow for Teams is a private, secure spot for you and your coworkers to find and share information. I'm using Grafana 3.

I'm trying to implement a backend in Python that gathers business information from my ERP. Another thing, Grafana probably passes some parameters to the query method, I'm wondering which one are those parameters. Grafana passes the options object to the query method.

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Here's what it would look like for a single stat panel. Learn more. Asked 3 years, 11 months ago. Active 2 years, 5 months ago. Viewed 3k times. Thanks in advance, Best regards. Fernando Possebon Fernando Possebon 31 1 1 silver badge 5 5 bronze badges. Active Oldest Votes. Jaffer Wilson 5, 5 5 gold badges 31 31 silver badges 79 79 bronze badges. Sign up or log in Sign up using Google. Sign up using Facebook. Sign up using Email and Password. Post as a guest Name. Email Required, but never shown.

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Has anyone written a json data source for grafana in python? I'm struggling with writing functions and understanding the flow. To understand the flow, try looking at the generic implementation Learn more. Grafana: Simple json data source implementation Ask Question. Asked 3 years ago. Active 1 year, 4 months ago. Viewed 9k times. Mihir Thatte Mihir Thatte 85 1 1 silver badge 9 9 bronze badges.

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Post as a guest Name. Email Required, but never shown. The Overflow Blog. Podcast Programming tutorials can be a real drag. Featured on Meta. Community and Moderator guidelines for escalating issues via new response…. Feedback on Q2 Community Roadmap.

Technical site integration observational experiment live on Stack Overflow. Dark Mode Beta - help us root out low-contrast and un-converted bits. Related I want to populate keys as columns and rows as values dynamically no matter how many json's we have. In this case data is already a list of dictionaries I assume this is what you mean in your question.

Some of your past answers have not been well-received, and you're in danger of being blocked from answering. The data variable seems not to be valid json or python dict. I think there should be. I'm not an json expert but it's no valid python and i think also no valid json. Where do you got the json data from? Do you want to load many json objects or files?

You could use the pandas. I've never used grafana, do you read the data as string or from file. Are the objects seperated by linebreaks?

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To learn more, see our tips on writing great answers. Please pay close attention to the following guidance: Please be sure to answer the question. Sign up using Google. This page is only for reference, If you need detailed information, please check here. I don't have any problem for the creation of my data and the training.

I reduced the size of my model and make smaller all the parameters but nothing has changed. I don't know how …. Read more.Learn about Grafana the monitoring solution for every database.

Open Source is at the heart of what we do at Grafana Labs. The table panel is very flexible, supporting both multiple modes for time series as well as for table, annotation and raw JSON data. It also provides date formatting and value formatting and coloring options. To view table panels in action and test different configurations with sample data, check out the Table Panel Showcase in the Grafana Playground.

The table panel displays the results of a query specified in the Metrics tab. The result being displayed depends on the data source and the query, but generally there is one row per datapoint, with extra columns for associated keys and values, as well as one column for the numeric value of the datapoint. You can change the behavior in the section Data to Table below.

Sometimes it is useful to display the results of multiple queries in the same table on corresponding rows, e. In this example usage and capacity are metrics that will have corresponding datapoints, while their associated keys and values can be used to match them.

Table Panel

This matching is only available with the Table Transform set to Table. In its simplest case, both queries return time-series data with a numeric value and a timestamp. If the timestamps are the same, datapoints will be matched and rendered on the same row. Some data sources return keys and values labels, tags associated with the datapoint. These are being matched as well if they are present in both results and have the same value. Note that if each datapoint of your query results have multiple value fields like max, min, mean, etc.

If you intend for rows to be merged but see them rendered on separate rows, check the query results in the Query Inspector for field values being identical across datapoints that should be merged into a row.

The table panel has many ways to manipulate your data for optimal presentation.

grafana simple json table

The data section contains the To Table Transform 1. The Columns 2 option allows you to select what columns you want in the table. Only applicable for some transforms. In the most simple mode you can turn time series to rows. This means you get a TimeMetric and a Value column.

Where Metric is the name of the time series. This transform allows you to take multiple time series and group them by time.

Which will result in the primary column being Time and a column for each time series. This table transformation will lay out your table into rows by metric, allowing columns of AvgMinMaxTotalCurrent and Count. More than one column can be added. If you have annotations enabled in the dashboard you can have the table show them. If you configure this mode then any queries you have in the metrics tab will be ignored.Learn about Grafana the monitoring solution for every database.

Open Source is at the heart of what we do at Grafana Labs. You can extend Grafana by writing your own plugins and then share them with other users in our plugin repository. Grafana already has a strong community of contributors and plugin developers. By making it easier to develop and install plugins with resources such as this guide, we hope that the community can grow even stronger and develop new plugins that we would never think about. You can use any build system that supports systemjs.

All the built content should end up in a folder named dist and be committed to the repository. By committing the dist folder, the person who installs your plugin does not have to run any build script.

All of our example plugins have a build script configured. New versions of Grafana can sometimes cause plugins to break. See the coding styleguide for details on the metadata. This is the entry point for every plugin.

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This is the place where you should export your plugin implementation. Depending on what kind of plugin you are developing you will be expected to export different things. For plugins of the panel type, the module. There are some extra classes for data sources. We encourage people to set up the full Grafana environment so that you can get inspiration from the rest of the Grafana code base.

When Grafana starts, it scans the plugin folders and mounts every folder that contains a plugin. In that case, Grafana mounts the dist folder instead. This makes it possible to have both built and src content in the same plugin Git repo.Learn about Grafana the monitoring solution for every database.

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Open Source is at the heart of what we do at Grafana Labs. Data source plugins enable people to develop plugins for any database that communicates over http.

Its up to the plugin to transform the data into time series data so that any grafana panel can then show it. Our goal is not to have a very extensive documentation but rather have actual code that people can look at.

grafana simple json table

Example implementations of a data source can be found in these repos:. These settings indicate what kind of data the plugin can deliver. At least one of them has to be true. It is recommended that this function makes a query to the data source that will also test that the authentication details are correct.

This is so the data source is correctly configured when the user tries to write a query in a new dashboard. There are two different kinds of results for data sources: time series and table. Time series is the most common format and is supported by all data sources and panels. Table format is only supported by the InfluxDB data source and table panel.

grafana simple json table

But we might see more of this in the future. A JavaScript class that will be instantiated and treated as an Angular controller when the user edits metrics in a panel. QueryCtrl class.

grafana simple json table

Requires a static template or templateUrl variable which will be rendered as the view for this controller. A JavaScript class that will be instantiated and treated as an Angular controller when a user tries to edit or create a new data source of this type. A JavaScript class that will be instantiated and treated as an Angular controller when the user chooses this type of data source in the templating menu in the dashboard.

The fields that are bound to this controller are then sent to the Database objects annotationQuery function.

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