New plugin

devesh

Hello Everyone,

I'm creating a Plugin for model Monitoring,

Which has 4 Input datasets and 5 Output datasets.

in Recipe.py : I have input these table as -

input_model_dataset = get_input_names_for_role('input1')
input_model_dataset = get_input_names_for_role('input2')
input_model_dataset = get_input_names_for_role('input3')
input_model_dataset = get_input_names_for_role('input4')

for reading the datasets :

input1_df = input_datasets[0]
input2_df = input_datasets[1]
input3_df = input_datasets[2]
input4_df = input_datasets[3]

new_input1 = = input1_df.get_dataframe()
new_input2 = input2_df.get_dataframe()
new_input3 = input3_df.get_dataframe()
new_input4 = input4_df.get_dataframe()

but i'm getting error as

Error in python process: At line 47: <type 'exceptions.IndexError'>: list index out of range

Can anybody help me with it.

tgb417

@devesh
,

It's super cool that you are working on building your own model monitoring toolset.

I'm not clear that I have an answer for your error message. And this may be a little bit off-topic.

However, yesterday I learned about an existing plugin that has already been created that I was not aware of called the Model Drift Monitoring Plugin.

https://www.dataiku.com/product/plugins/model-drift/

Considering the work you are doing you might find this either interesting or even useful.

NN

Just trying to see if i can help you out. hoping i have understood your request correctly.
i usally call my input datasets this way

input1=get_input_names_for_role('input1')[0]
input1_ds=dataiku.Dataset(input1)
input1_df=input1_ds.get_dataframe()

devesh

input1=get_input_names_for_role('input1')[0]

This lne is giving me error, List is out index.

I don't know what causing this.

NN

is your input role same as below ?

"inputRoles": [
        {
            "name": "input1",
            "label": "First Dataset",
            "arity": "UNARY",
            "required": true,
            "acceptsDataset": true
        }
]

You can also check out this example
https://knowledge.dataiku.com/latest/kb/customization/plugins/recipe.html#edit-definitions-in-recipe-json