Connect Panopticon to RapidMiner AI Hub
Altair Panopticon supports a wide range of information visualizations, including Treemaps, Heat Maps, Scatter Plots, Horizon Graphs, and a wide range of other great visualizations designed for fast comprehension and easy interpretation of static, time series, real-time streaming, and historic data sets.
This document doesnotdescribe the use of Panopticon. It only describes how to connect Panopticon to RapidMiner AI Hub via a data connector.
Read more:Altair Panopticon
Table of contents
Prerequisites
This document assumes that Panopticon is in installed on RapidMiner AI Hub with thepanopticon profileand and anappropriate license.
Assuming Panopticon is installed,create an endpoint. For the moment, only the followingauthentication methodsare supported:
- Public / Anonymous,
- Basic authentication, and
- Long-living API token
After creating the endpoint,copy the URL
The RapidMiner data connector
The RapidMiner data connector is recommended, but it is still inbeta.
For alternatives, see theJSONdata connector or theWeb Datadata connector.
In Panopticon, create a newData Table.
Select connector
In theFile/URLtab, select theRapidMinerdata connector, and fill in the following fields:
- Name- Give a name to your data table
- Endpoint URL- insert the endpoint URL youhave copied
- Authentication Type- ChooseNone,BasicorAPI token, depending on yourconfiguration
Request Body- If your endpoint process generates its own ouput, you can ignore theRequest Bodyfield.
如果像的例子
ScoreIrisData, your端点的过程has no output, you should enter your input data into theRequest Bodyfield in JSON format, as described inRequest results.- Timeout-
Configure connector
ClickGenerate Columns, and the column names of your data table will appear.
Preview data
ClickNext, and your data is displayed. PressOK, and your Panopticon Data Table is ready to go!
The JSON data connector
In Panopticon, create a newData Table.
In theFile/URLtab, select theJSONdata connector.
Set theJSON File SourcetoWeb URL:
的following values are the same for every RapidMiner AI Hub connection, regardless of the configuration of RapidMiner AI Hub, or the endpoint you want to query:
- Authentication Type:
Basic - Content Encoding:
None - Http Method:
POST - Content Type:
application/json - Record Path:
data
Leave these fields empty:
- Proxy Server URI
- Headers
如果像的例子ScoreIrisData, your端点的过程has no output, you should enter your input data into theRequest Bodyfield in JSON format, as described inRequest results.
If your endpoint process generates its own ouput, you can leave theRequest Bodyempty.
Finally, set thePathto the endpoint URL you have copied:
Authentication for JSON data connector
Public / Anonymous for JSON
Set theAuthentication TypetoBasic, and leave theUser IdandPasswordfieldsempty.
Basic authentication for JSON
Set theAuthentication TypetoBasic, and set theUser IdandPasswordfields.
Long-living API token for JSON
Set theAuthentication TypetoBasic, and leave theUser IdandPasswordfieldsempty.
Provide a custom header like this:
Important!The formatting must be like this:
Authorization=apitoken
At this point you have set up everything important. Proceed tofetching data.
The Web Data data connector
In Panopticon, create a newData Table.
In theFile/URLtab, select theWeb Datadata connector, and set theURLto the endpoint URL you copied earlier.
的following values are the same for every RapidMiner AI Hub connection, regardless of the configuration of RapidMiner AI Hub, or the endpoint you want to query:
- Data Type:
JSON - Record Path:
data
如果像的例子ScoreIrisData, your端点的过程has no output, you should enter your input data into theRequest Bodyfield in JSON format, as described inRequest results.
- Body / Request Body:
{}OR any valid JSON dataEven if theRequest Bodyis empty, you must provide an empty JSON object:
{}
Now set up the authentication.
Authentication for Web Data data connector
Public / Anonymous for Web Data
You do not need to do anything else, proceed togenerating columns.
Basic authentication for Web Data
Go to theAuthorizationtab and set theAuthentication TypetoBasic, then provide the credentials.
Long-living API token for Web Data
Keep theAuthentication TypeasNoneand go to Headers. Add a new header:
- Key:
Authorization - Value:
apitoken
At this point you have set up everything important. Proceed tofetching data.
Fetching data
的following instructions are the same for bothJSONandWeb Datadata connectors.
- Hit theGenerate Columnsbutton and you should see the columns loaded.
- Hit theRefresh Previewbutton and you should also see the data loaded:
