api

model_bundle/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: 3.12.3
+  sklearn:
+    code: null
+    pickled_model: model.pkl
+    serialization_format: cloudpickle
+    sklearn_version: 1.7.2
+mlflow_version: 2.9.2
+model_size_bytes: 1024217
+model_uuid: fbd87ce7587c4bc9af89a2cd1a641c46
+run_id: 31dc5fd4868d4e8b8eb76736b79b4f7f
+utc_time_created: '2025-10-26 10:52:57.335412'

model_bundle/model/conda.yaml

@@ -0,0 +1,30 @@
+channels:
+- conda-forge
+dependencies:
+- python=3.12.3
+- pip<=25.2
+- pip:
+  - mlflow==2.9.2
+  - cffi==1.16.0
+  - click==8.1.8
+  - cloudpickle==2.2.1
+  - cytoolz==0.12.2
+  - dask-expr==1.1.0
+  - defusedxml==0.7.1
+  - distributed==2024.5.0
+  - graphviz==0.20.3
+  - jinja2==3.1.6
+  - lightgbm==4.6.0
+  - lz4==4.3.2
+  - matplotlib==3.8.4
+  - numpy==1.26.4
+  - packaging==23.2
+  - pandas==2.2.3
+  - pyarrow==14.0.2
+  - python-snappy==0.6.1
+  - pyyaml==6.0.1
+  - scikit-learn==1.7.2
+  - scipy==1.13.1
+  - xxhash==3.5.0
+  - zstandard==0.22.0
+name: mlflow-env

model_bundle/model/model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:59019bf878ec9fe6b25dc236d357788aa483ba4ecd6873931dea9d49322db680
+size 1024217

model_bundle/model/python_env.yaml

@@ -0,0 +1,7 @@
+python: 3.12.3
+build_dependencies:
+- pip==25.2
+- setuptools==69.5.1
+- wheel==0.43.0
+dependencies:
+- -r requirements.txt

model_bundle/model/requirements.txt

@@ -0,0 +1,23 @@
+mlflow==2.9.2
+cffi==1.16.0
+click==8.1.8
+cloudpickle==2.2.1
+cytoolz==0.12.2
+dask-expr==1.1.0
+defusedxml==0.7.1
+distributed==2024.5.0
+graphviz==0.20.3
+jinja2==3.1.6
+lightgbm==4.6.0
+lz4==4.3.2
+matplotlib==3.8.4
+numpy==1.26.4
+packaging==23.2
+pandas==2.2.3
+pyarrow==14.0.2
+python-snappy==0.6.1
+pyyaml==6.0.1
+scikit-learn==1.7.2
+scipy==1.13.1
+xxhash==3.5.0
+zstandard==0.22.0