рефакторинг скрипта запуска сервера MLFlow, добавить скрипт запуска MLFlow для PowerShell

run_mlflow_server.ps1

@@ -0,0 +1,15 @@
+$ErrorActionPreference = "Stop"
+
+$BACKEND_STORE_DB_PATH = "./mlflow/mlruns.sqlite"
+$DEFAULT_ARTIFACT_ROOT = "./mlflow/mlartifacts/"
+
+$MLFLOW_PORT = if ($env:MLFLOW_PORT) { $env:MLFLOW_PORT } else { 5000 }
+
+$BACKEND_URI = "sqlite:///$BACKEND_STORE_DB_PATH"
+
+New-Item -ItemType Directory -Force -Path $DEFAULT_ARTIFACTS_ROOT | Out-Null
+
+& mlflow server `
+    --backend-store-uri="$BACKEND_URI" `
+    --default-artifact-root="$DEFAULT_ARTIFACT_ROOT" `
+    -p $MLFLOW_PORT

run_mlflow_server.sh

@@ -1,8 +1,16 @@
-# Must be a relative path to be used in an option for mlflow server.
+#!/bin/sh
-BACKEND_STORE_DB_PATH="./mlflow/mlruns.sqlite"
+
-DEFAULT_ARTIFACTS_ROOT="./mlflow/"
+set -eu
-
+
-mlflow server \
+DEFAULT_ARTIFACTS_ROOT="./mlflow/mlartifacts/"
-    --backend-store-uri="sqlite:///$BACKEND_STORE_DB_PATH"  \
+
-    --default-artifacts-root="$DEFAULT_ARTIFACTS_ROOT" \
+: "${MLFLOW_PORT:=5000}"
-    -p 5000
+
+BACKEND_URI="sqlite:///$BACKEND_STORE_DB_PATH"
+
+mkdir -p "${DEFAULT_ARTIFACT_ROOT}"
+
+exec mlflow server \
+    --backend-store-uri="$BACKEND_URI"  \
+    --default-artifact-root="$DEFAULT_ARTIFACT_ROOT" \
+    -p "$MLFLOW_PORT"