From 462ab85b182a6738eabc86740704a682e291c705 Mon Sep 17 00:00:00 2001
From: syropiatovvv <syrslava@yandex.ru>
Date: Wed, 15 Oct 2025 12:40:14 +0300
Subject: [PATCH] =?UTF-8?q?=D0=B2=D0=B2=D0=B5=D1=81=D1=82=D0=B8=20MLFlow?=
 =?UTF-8?q?=20=D0=B2=20=D1=80=D0=B0=D0=B1=D0=BE=D1=82=D1=83?=
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---
 mlflow/.gitignore    |  2 ++
 requirements.txt     |  1 +
 run_mlflow_server.sh | 13 +++++++++++++
 3 files changed, 16 insertions(+)
 create mode 100644 mlflow/.gitignore
 create mode 100755 run_mlflow_server.sh

diff --git a/mlflow/.gitignore b/mlflow/.gitignore
new file mode 100644
index 0000000..52f02db
--- /dev/null
+++ b/mlflow/.gitignore
@@ -0,0 +1,2 @@
+mlruns.sqlite
+mlartifacts/
diff --git a/requirements.txt b/requirements.txt
index 713ffca..b6173f1 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,6 +2,7 @@ bokeh >=3.7.2,<4
 ipykernel >=6.30.1,<7
 ipympl ~=0.9.6
 matplotlib >=3.10.1,<4
+mlflow>=2.16,<2.22
 numpy >=2.2.6,<3
 pandas >=2.3.1,<3
 scipy >=1.15.3,<2
diff --git a/run_mlflow_server.sh b/run_mlflow_server.sh
new file mode 100755
index 0000000..03a9ddf
--- /dev/null
+++ b/run_mlflow_server.sh
@@ -0,0 +1,13 @@
+# Must be a relative path to be used in an option for mlflow server.
+BACKEND_STORE_DB_PATH="./mlflow/mlruns.sqlite"
+DEFAULT_ARTIFACTS_ROOT="./mlflow/"
+
+if [ ! -e "$BACKEND_STORE_DB_PATH" ]; then
+    printf '%s\n' "Error: '$BACKEND_STORE_DB_PATH' does not exist." >&2
+    exit 1
+fi
+
+mlflow server \
+    --backend-store-uri="sqlite:///$BACKEND_STORE_DB_PATH"  \
+    --default-artifacts-root="$DEFAULT_ARTIFACTS_ROOT" \
+    -p 5000