dt-cart/backend/service.py

@@ -15,8 +15,8 @@ def run_regression(
     dataset_params: DatasetParams,
     tree_params: DecisionTreeParams,
 ) -> RegressionResult:
-    dataset: Dataset = Dataset(path=path, file=file)
     try:
+        dataset: Dataset = Dataset(path=path, file=file)
         data = dataset.read(dataset_params)
         splitted_dataset: SplittedDataset = dataset.split_regression(
             data=data,
@@ -38,8 +38,8 @@ def run_classification(
     dataset_params: DatasetParams,
     tree_params: DecisionTreeParams,
 ) -> ClassificationResult:
-    dataset: Dataset = Dataset(path=path, file=file)
     try:
+        dataset: Dataset = Dataset(path=path, file=file)
         data = dataset.read(dataset_params)
         splitted_dataset: SplittedDataset = dataset.split_classification(
             data=data,

dt-cart/gunicorn.sh

@@ -1,2 +1,2 @@
 #!/bin/bash
-gunicorn -w 4 -b 0.0.0.0:8000 run:app
+gunicorn -w 4 -b 127.0.0.1:8000 run:main

dt-cart/run.py

@@ -12,5 +12,9 @@ def debug():
     )
 
 
+def main():
+    app.run()
+
+
 if __name__ == "__main__":
     debug()

dt-cart/service.run

@@ -1,2 +1,2 @@
 #!/bin/sh
-/home/athene/.local/bin/poetry run ./gunicorn.sh > /var/log/athene/dt-cart-$(date +%Y-%m-%d-%H-%M-%S).log &
+poetry run service.run > /var/log/athene/dt-cart-$(date +%Y-%m-%d-%H-%M-%S).log &