added all the changed files

.pre-commit-config.yaml

@@ -2,19 +2,19 @@
 # See https://pre-commit.com/hooks.html for more hooks
 repos:
 - repo: https://github.com/pre-commit/pre-commit-hooks
-  rev: v3.2.0
+  rev: v4.6.0
   hooks:
     - id: trailing-whitespace
     - id: end-of-file-fixer
     - id: check-yaml
     - id: check-added-large-files
 - repo: https://github.com/pycqa/isort
-  rev: 5.10.1
+  rev: 5.13.2
   hooks:
     - id: isort
       name: isort (python)
 - repo: https://github.com/psf/black
-  rev: 22.6.0
+  rev: 24.8.0
   hooks:
     - id: black
       # language_version: python3.9
@@ -38,6 +38,7 @@ repos:
       language: system
       pass_filenames: false
       always_run: true
+      continue_on_error: true
       args: [
-        "tests/"
-      ]
+        "test/"
+      ]

Makefile

@@ -2,20 +2,17 @@ export PIPENV_VERBOSITY := -0
 
 prerequisites:
 	@echo "Building Python environment and unzipping dataset"
-	# python3 -m pip install --upgrade pip
-	# pip install --upgrade pipenv
-	# pipenv install --python 3.12
+	python3 -m pip install --upgrade pip
+	pip install --upgrade pipenv
+	pipenv install --python 3.12
+	@echo "Installing dependencies from Pipfile"
+	pipenv install --dev
 	pipenv run python ./ingestion/UnZipRaw.py
 
 mlflow:
-	@echo "Preparing directories for MLflow..."
-	mkdir -p ${HOME}/mlops_zoomcamp/final_project/project_1/mnt/mlruns/tracking
-	mkdir -p ${HOME}/mlops_zoomcamp/final_project/project_1/mnt/mlruns/artifacts
 	@echo "Starting MLflow server..."
 	mlflow server \
 	--backend-store-uri sqlite:///${HOME}/mlops_zoomcamp/final_project/project_1/mlflow.db \
-	--default-artifact-root ${HOME}/mlops_zoomcamp/final_project/project_1/mnt/mlruns/artifacts \
-	--host 0.0.0.0
 
 prefect:
 	@echo "Starting Prefect server"
@@ -24,11 +21,19 @@ prefect:
 run-training-pipeline:
 	pipenv run python pipeline/training_pipeline.py
 
-web-service:
+monitoring:
+	@echo "Starting monitoring with Evidently and Grafana dashboards"
+	pipenv run docker-compose -f docker-compose.yaml up --build
+	@echo "Open a new terminal and run"
+	@echo "cd monitoring"
+	@echo "python evidently_metrics_calculations.py"
+
+
+deployment:
 	@echo "Creating docker container for model deployment (as web service)"
 	pipenv run docker build -f ./deployment/Dockerfile -t crab-age-prediction-service:v1
 	@echo "Open a new terminal and run"
-	@echo "cd web-service"
+	@echo "cd deployment"
 	@echo "docker run -it --rm -p 5010:5010 crab-age-prediction-service:v1"
 	@echo "Open a new terminal and run"
 	@echo "python test.py"
@@ -38,4 +43,4 @@ web-service:
 quality-check:
 	pipenv run isort .
 	pipenv run black .
-	pipenv run pylint --recursive=y .
+	pipenv run pylint --recursive=y .

Pipfile

@@ -23,8 +23,7 @@ pytest = "*"
 isort = "*"
 black = "*"
 pylint = "*"
+pre-commit = "*"
 
 [dev-packages]
 ipykernel = "*"
-
-