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penguins.flow
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penguins.flow
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{
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}
]
}
},
"inputs": [
{
"name": "df",
"node_id": "f143c3eb-9a1f-4879-822c-514dec2fba77",
"output_name": "default"
}
],
"outputs": [
{
"name": "default"
}
]
},
{
"node_id": "f0d76fc5-4e5a-42b2-bb2b-796f6add44e5",
"type": "TRANSFORM",
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"parameters": {
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],
"invalid_handling_strategy": "Keep",
"drop_last": false,
"output_style": "Columns"
},
"ordinal_encode_parameters": {
"invalid_handling_strategy": "Replace with NaN"
}
},
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}
},
"inputs": [
{
"name": "df",
"node_id": "8ea0ae3c-121a-44c9-95e1-f23d78e14fa9",
"output_name": "default"
}
],
"outputs": [
{
"name": "default"
}
]
},
{
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"type": "TRANSFORM",
"operator": "sagemaker.spark.encode_categorical_0.1",
"parameters": {
"operator": "Ordinal encode",
"ordinal_encode_parameters": {
"input_column": [
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],
"invalid_handling_strategy": "Error"
}
},
"trained_parameters": {
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"encoder_mapping": {
"0": "Adelie",
"1": "Gentoo",
"2": "Chinstrap"
}
}
},
"inputs": [
{
"name": "df",
"node_id": "f0d76fc5-4e5a-42b2-bb2b-796f6add44e5",
"output_name": "default"
}
],
"outputs": [
{
"name": "default"
}
]
},
{
"node_id": "35396a8d-c5bd-4d8c-8fe6-b12f0c020842",
"type": "TRANSFORM",
"operator": "sagemaker.spark.manage_columns_0.1",
"parameters": {
"operator": "Drop column",
"drop_column_parameters": {
"column_to_drop": [
"sex"
]
}
},
"inputs": [
{
"name": "df",
"node_id": "70077041-956e-4b96-be8f-c0aeb49cd800",
"output_name": "default"
}
],
"outputs": [
{
"name": "default"
}
]
},
{
"node_id": "462a803b-e1fd-4e1d-a1fb-c5d3137980cc",
"type": "VISUALIZATION",
"operator": "sagemaker.visualizations.histogram_0.1",
"parameters": {
"name": "Species",
"x_axis": "species",
"color_by": "island"
},
"inputs": [
{
"name": "df",
"node_id": "7846f9ee-254f-4ebb-9f6a-f3989814ee08",
"output_name": "default"
}
],
"outputs": [
{
"name": "default"
}
]
},
{
"node_id": "e8600bb2-b877-412d-bcd3-ecb09294992f",
"type": "VISUALIZATION",
"operator": "sagemaker.visualizations.histogram_0.1",
"parameters": {
"name": "Classes",
"x_axis": "species",
"color_by": "species"
},
"inputs": [
{
"name": "df",
"node_id": "7846f9ee-254f-4ebb-9f6a-f3989814ee08",
"output_name": "default"
}
],
"outputs": [
{
"name": "default"
}
]
}
]
}