build: v0.7.0

geochemistrypi/cli.py

@@ -78,7 +78,7 @@ def start_mlflow():
         else:
             print(f"[bold green]The 'geopi_tracking' directory is found in the current working directory '{cur_working_dir}'.[bold green]")
             print("[bold green]Our software will use the 'geopi_tracking' directory in the current working directory to store the tracking data for mlflow.[bold green]")
-        MLFLOW_STORE_PATH = os.path.join("file:", geopi_tracking_dir)
+        MLFLOW_STORE_PATH = "file:///" + geopi_tracking_dir
         print("[bold green]Press [bold magenta]Ctrl + C[/bold magenta] to close mlflow server at any time.[bold green]")
         start_mlflow_command = f"mlflow ui --backend-store-uri {MLFLOW_STORE_PATH} "
         subprocess.run(start_mlflow_command, shell=True)

pyproject.toml

@@ -32,13 +32,13 @@ dependencies = [
     "typer==0.7.0",
     "ray==2.2.0",
     "ray[tune]",
-    "optuna",
+    "optuna==3.1.1",
     "pydantic<2.0.0",
     "scikit-learn==1.1.3",
     "seaborn==0.11.0",
     "multipledispatch==0.6.0",
     "statsmodels==0.13.2",
-    "scipy",
+    "scipy==1.10.1",
     "openpyxl==3.0.10",
     "pandas==1.5.2",
     "joblib==1.2.0",
@@ -47,18 +47,18 @@ dependencies = [
     "xgboost==1.6.2",               # required to run XGBoost + FLAML and be compatible with M2 chip on Mac
     "threadpoolctl==3.1.0",         # required to draw 3d plot for KMeans
     "matplotlib==3.5.2",            # required to draw 3d plot for KMeans
-    "fastapi",                      # backend framework
-    "uvicorn",                      # required to run uvicorn
-    "python-multipart",             # required to run uvicorn
-    "dash",                         # required to run dash
-    "sqlalchemy",                   # required to run sqlalchemy
-    "passlib",                      # required to run passlib
+    "fastapi==0.95.2",                      # backend framework
+    "uvicorn==0.22.0",                      # required to run uvicorn
+    "python-multipart==0.0.6",             # required to run uvicorn
+    "dash==2.10.0",                         # required to run dash
+    "sqlalchemy==2.0.13",                   # required to run sqlalchemy
+    "passlib==1.7.4",                      # required to run passlib
     "python-jose[cryptography]",    # required to run python-jose
-    "bcrypt",                       # required to run bcrypt
-    "python-dotenv",                # required to run python-dotenv
-    "rich",                         # color print
-    "mlflow",                       # required to run mlflow
-    "imblearn",
+    "bcrypt==4.0.1",                       # required to run bcrypt
+    "python-dotenv==1.0.0",                # required to run python-dotenv
+    "rich==13.3.5",                         # color print
+    "mlflow==2.4.1",                       # required to run mlflow
+    "imblearn==0.0",
 ]
 
 [project.optional-dependencies]

requirements/production.txt

@@ -1,13 +1,13 @@
 typer==0.7.0
 ray==2.2.0
 ray[tune]
-optuna
+optuna==3.1.1
 pydantic<2.0.0
 scikit-learn==1.1.3
 seaborn==0.11.0
 multipledispatch==0.6.0
 statsmodels==0.13.2
-scipy
+scipy==1.10.1
 openpyxl==3.0.10
 pandas==1.5.2
 joblib==1.2.0
@@ -16,15 +16,15 @@ numpy==1.23.5
 xgboost==1.6.2
 threadpoolctl==3.1.0
 matplotlib==3.5.2
-fastapi
-uvicorn
-python-multipart
-dash
-sqlalchemy
-passlib
+fastapi==0.95.2
+uvicorn==0.22.0
+python-multipart==0.0.6
+dash==2.10.0
+sqlalchemy==2.0.13
+passlib==1.7.4
 python-jose[cryptography]
-bcrypt
-python-dotenv
-rich
-mlflow
-imblearn
+bcrypt==4.0.1
+python-dotenv==1.0.0
+rich==13.3.5
+mlflow==2.4.1
+imblearn==0.0