move sklearn multi datatype model build scripts to docs

Signed-off-by: Suresh Nakkeran <suresh.n@ideas2it.com>
kserve · Jan 11, 2022 · 572e60d · 572e60d
1 parent 933c06d
commit 572e60d
Show file tree

Hide file tree

Showing 6 changed files with 14 additions and 3 deletions.
diff --git a/docs/samples/v1beta1/sklearn/v1/sklearn-multi-datatype-model/__init__.py b/docs/samples/v1beta1/sklearn/v1/sklearn-multi-datatype-model/__init__.py
diff --git a/docs/samples/v1beta1/sklearn/v1/sklearn-multi-datatype-model/custom_transformer.py b/docs/samples/v1beta1/sklearn/v1/sklearn-multi-datatype-model/custom_transformer.py
@@ -0,0 +1,11 @@
+import pandas as pd
+from sklearn.base import TransformerMixin
+
+
+class DictToDFTransformer(TransformerMixin):
+
+    def transform(self, X, y=None):
+        return pd.DataFrame(X)
+
+    def fit(self, X, y=None):
+        return self
diff --git a/docs/samples/v1beta1/sklearn/v1/sklearn-multi-datatype-model/model.joblib b/docs/samples/v1beta1/sklearn/v1/sklearn-multi-datatype-model/model.joblib
diff --git a/...server/sklearn-multi-datatype-model.ipynb → ...-model/sklearn-multi-datatype-model.ipynb b/...server/sklearn-multi-datatype-model.ipynb → ...-model/sklearn-multi-datatype-model.ipynb
@@ -119,7 +119,7 @@
      "data": {
       "text/plain": [
        "Pipeline(steps=[('dicttodf',\n",
-       "                 <custom_transformer.custom_transformer.DictToDFTransformer object at 0x7fe5618c9d30>),\n",
+       "                 <custom_transformer.DictToDFTransformer object at 0x7fa5120c8e20>),\n",
        "                ('preprocess',\n",
        "                 ColumnTransformer(transformers=[('numerical',\n",
        "                                                  Pipeline(steps=[('simpleimputer',\n",
@@ -160,7 +160,7 @@
     {
      "data": {
       "text/plain": [
-       "['./example_models/multi_datatype/model/model.joblib']"
+       "['model.joblib']"
       ]
      },
      "execution_count": 8,
@@ -169,7 +169,7 @@
     }
    ],
    "source": [
-    "joblib.dump(model, \"./example_models/multi_datatype/model/model.joblib\")"
+    "joblib.dump(model, \"model.joblib\")"
    ]
   },
   {

diff --git a/python/sklearnserver/sklearnserver/train.csv → ...v1/sklearn-multi-datatype-model/train.csv b/python/sklearnserver/sklearnserver/train.csv → ...v1/sklearn-multi-datatype-model/train.csv
diff --git a/python/sklearnserver/sklearnserver/example_models/multi_datatype/model/model.joblib b/python/sklearnserver/sklearnserver/example_models/multi_datatype/model/model.joblib