income example (#378)

* income example * move artifacts to gs
SeldonIO · Jul 31, 2022 · b7925a0 · b7925a0
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diff --git a/docs/source/contents/examples/income.md b/docs/source/contents/examples/income.md
@@ -0,0 +1,7 @@
+# Production Income Classifier with Drift, Outlier and Explanations 
+
+Run these examples from the `samples/examples/income_classifier` folder.
+
+
+```{include} ../../../../samples/examples/income_classifier/infer.md
+```
diff --git a/docs/source/contents/examples/index.md b/docs/source/contents/examples/index.md
@@ -10,7 +10,8 @@ This section will provide some examples to allow operations with Seldon to be te
 
 ## Advanced Examples
 
- * [Production image clasifier with drift and outlier monitoring](cifar10.md)
+ * [Production image classifier with drift and outlier monitoring](cifar10.md)
+ * [Production income classifier with drift, outlier and explanations](income.md)
 
 ```{toctree}
 :maxdepth: 1

diff --git a/docs/source/contents/models/inference-artifacts/index.md b/docs/source/contents/models/inference-artifacts/index.md
@@ -64,7 +64,7 @@ To run your model inside Seldon you must supply an inference artifact that can b
   - MLServer
   - `python`
   - [docs](https://github.com/SeldonIO/MLServer/blob/master/docs/examples/sklearn/README.md)
-  - TBC
+  - [example](../../examples/income.md)
 * - Spark Mlib
   - MLServer
   - `spark-mlib`

diff --git a/samples/examples/income_classifier/.gitignore b/samples/examples/income_classifier/.gitignore
@@ -0,0 +1,6 @@
+classifier/
+preprocessor/
+drift-detector/
+outlier-detector/
+explainer/
+infer-data/
diff --git a/samples/examples/income_classifier/Makefile b/samples/examples/income_classifier/Makefile
@@ -0,0 +1,30 @@
+
+infer.md: infer.ipynb
+	jupyter nbconvert \
+		infer.ipynb \
+		--ClearOutputPreprocessor.enabled=False \
+		--to markdown \
+		--output infer.md
+	../../markdown-transforms.sh infer.md
+
+train.md: train.ipynb
+	jupyter nbconvert \
+		train.ipynb \
+		--ClearOutputPreprocessor.enabled=False \
+		--to markdown \
+		--output train.md
+	../../markdown-transforms.sh train.md
+
+
+.PHONY: upload_artifacts
+upload_artifacts:
+	gsutil cp -R classifier gs://seldon-models/scv2/examples/income
+	gsutil cp -R explainer gs://seldon-models/scv2/examples/income
+	gsutil cp -R drift-detector gs://seldon-models/scv2/examples/income
+	gsutil cp -R outlier-detector gs://seldon-models/scv2/examples/income
+	gsutil cp -R preprocessor gs://seldon-models/scv2/examples/income
+	gsutil cp -R infer-data gs://seldon-models/scv2/examples/income
+
+.PHONY: install-dev
+install-dev:
+	pip install -r requirements.txt