CI: Добавлены MLflow артефакты и модели [skip ci]

github-actions[bot] · github-actions[bot] · commit 8cff1edf4e64 · 2025-11-24T00:50:57.000Z
diff --git a/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/artifacts/model/MLmodel b/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/artifacts/model/MLmodel
@@ -0,0 +1,20 @@
+artifact_path: model
+flavors:
+  python_function:
+    env:
+      conda: conda.yaml
+      virtualenv: python_env.yaml
+    loader_module: mlflow.sklearn
+    model_path: model.pkl
+    predict_fn: predict
+    python_version: 3.9.25
+  sklearn:
+    code: null
+    pickled_model: model.pkl
+    serialization_format: cloudpickle
+    sklearn_version: 1.3.2
+mlflow_version: 2.9.2
+model_size_bytes: 153383
+model_uuid: ae418b726d664fff8c577c5484d9e6e1
+run_id: e81a8f0966ab4885949ddce769dfd31a
+utc_time_created: '2025-11-24 00:50:54.551727'
diff --git a/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/artifacts/model/conda.yaml b/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/artifacts/model/conda.yaml
@@ -0,0 +1,15 @@
+channels:
+- conda-forge
+dependencies:
+- python=3.9.25
+- pip<=25.3
+- pip:
+  - mlflow==2.9.2
+  - cloudpickle==3.1.2
+  - numpy==1.26.2
+  - packaging==23.2
+  - psutil==5.9.8
+  - pyyaml==6.0.3
+  - scikit-learn==1.3.2
+  - scipy==1.13.1
+name: mlflow-env
diff --git a/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/artifacts/model/model.pkl b/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/artifacts/model/model.pkl
diff --git a/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/artifacts/model/python_env.yaml b/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/artifacts/model/python_env.yaml
@@ -0,0 +1,7 @@
+python: 3.9.25
+build_dependencies:
+- pip==25.3
+- setuptools
+- wheel==0.45.1
+dependencies:
+- -r requirements.txt
diff --git a/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/artifacts/model/requirements.txt b/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/artifacts/model/requirements.txt
@@ -0,0 +1,8 @@
+mlflow==2.9.2
+cloudpickle==3.1.2
+numpy==1.26.2
+packaging==23.2
+psutil==5.9.8
+pyyaml==6.0.3
+scikit-learn==1.3.2
+scipy==1.13.1
diff --git a/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/artifacts/random_forest_model.joblib b/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/artifacts/random_forest_model.joblib
diff --git a/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/meta.yaml b/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/meta.yaml
@@ -0,0 +1,15 @@
+artifact_uri: /home/runner/work/MIPT_Devops_2025_HW5/MIPT_Devops_2025_HW5/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/artifacts
+end_time: 1763945456742
+entry_point_name: ''
+experiment_id: '243733623978996866'
+lifecycle_stage: active
+run_id: e81a8f0966ab4885949ddce769dfd31a
+run_name: luminous-wren-259
+run_uuid: e81a8f0966ab4885949ddce769dfd31a
+source_name: ''
+source_type: 4
+source_version: ''
+start_time: 1763945454390
+status: 3
+tags: []
+user_id: runner
diff --git a/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/metrics/f1_score b/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/metrics/f1_score
@@ -0,0 +1 @@
+1763945454514 0.9333333333333333 0
diff --git a/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/metrics/precision b/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/metrics/precision
@@ -0,0 +1 @@
+1763945454514 0.9333333333333333 0
diff --git a/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/metrics/recall b/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/metrics/recall
@@ -0,0 +1 @@
+1763945454514 0.9333333333333333 0
diff --git a/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/metrics/test_accuracy b/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/metrics/test_accuracy
@@ -0,0 +1 @@
+1763945454514 0.9333333333333333 0
diff --git a/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/metrics/train_accuracy b/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/metrics/train_accuracy
@@ -0,0 +1 @@
+1763945454514 1.0 0
diff --git a/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/params/criterion b/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/params/criterion
@@ -0,0 +1 @@
+gini
diff --git a/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/params/max_depth b/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/params/max_depth
@@ -0,0 +1 @@
+5
diff --git a/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/params/min_samples_split b/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/params/min_samples_split
@@ -0,0 +1 @@
+2
diff --git a/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/params/n_estimators b/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/params/n_estimators
@@ -0,0 +1 @@
+100
diff --git a/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/params/random_state b/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/params/random_state
@@ -0,0 +1 @@
+42
diff --git a/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/tags/dataset b/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/tags/dataset
@@ -0,0 +1 @@
+Iris
diff --git a/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/tags/mlflow.log-model.history b/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/tags/mlflow.log-model.history
@@ -0,0 +1 @@
+[{"run_id": "e81a8f0966ab4885949ddce769dfd31a", "artifact_path": "model", "utc_time_created": "2025-11-24 00:50:54.551727", "flavors": {"python_function": {"model_path": "model.pkl", "predict_fn": "predict", "loader_module": "mlflow.sklearn", "python_version": "3.9.25", "env": {"conda": "conda.yaml", "virtualenv": "python_env.yaml"}}, "sklearn": {"pickled_model": "model.pkl", "sklearn_version": "1.3.2", "serialization_format": "cloudpickle", "code": null}}, "model_uuid": "ae418b726d664fff8c577c5484d9e6e1", "mlflow_version": "2.9.2", "model_size_bytes": 153383}]
diff --git a/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/tags/mlflow.runName b/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/tags/mlflow.runName
@@ -0,0 +1 @@
+luminous-wren-259
diff --git a/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/tags/mlflow.source.name b/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/tags/mlflow.source.name
@@ -0,0 +1 @@
+train.py
diff --git a/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/tags/mlflow.source.type b/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/tags/mlflow.source.type
@@ -0,0 +1 @@
+LOCAL
diff --git a/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/tags/mlflow.user b/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/tags/mlflow.user
@@ -0,0 +1 @@
+runner
diff --git a/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/tags/model_type b/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/tags/model_type
@@ -0,0 +1 @@
+RandomForest
diff --git a/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/tags/training_date b/mlruns/243733623978996866/e81a8f0966ab4885949ddce769dfd31a/tags/training_date
@@ -0,0 +1 @@
+2025-11-24 00:50:56
