v0.9.4

.github/workflows/test-install.yml

@@ -16,7 +16,7 @@ jobs:
       fail-fast: false
       matrix:
         os: ${{ github.event_name == 'workflow_dispatch' && fromJson('["ubuntu-latest","macos-latest","windows-latest"]') || fromJson('["ubuntu-latest"]') }}
-        python-version: [3.9, '3.10', 3.11, 3.12, 3.13]
+        python-version: ['3.10', 3.11, 3.12, 3.13]
     runs-on: ${{ matrix.os }}
     steps:
     - uses: actions/checkout@v4
@@ -49,7 +49,7 @@ jobs:
       fail-fast: false
       matrix:
         os: ${{ github.event_name == 'workflow_dispatch' && fromJson('["ubuntu-latest","macos-latest","windows-latest"]') || fromJson('["ubuntu-latest"]') }}
-        python-version: [3.9, '3.10', 3.11, 3.12, 3.13]
+        python-version: ['3.10', 3.11, 3.12, 3.13]
     runs-on: ${{ matrix.os }}
     steps:
     - name: Set up Python ${{ matrix.python-version }} on ${{ matrix.os }}
@@ -81,7 +81,7 @@ jobs:
       fail-fast: false
       matrix:
         os: ${{ github.event_name == 'workflow_dispatch' && fromJson('["ubuntu-latest","macos-latest","windows-latest"]') || fromJson('["ubuntu-latest"]') }}
-        python-version: [3.9, '3.10', 3.11, 3.12, 3.13]
+        python-version: ['3.10', 3.11, 3.12, 3.13]
     runs-on: ${{ matrix.os }}
     steps:
     - name: Set up Python ${{ matrix.python-version }} on ${{ matrix.os }}
@@ -142,7 +142,7 @@ jobs:
       fail-fast: false
       matrix:
         os: ${{ github.event_name == 'workflow_dispatch' && fromJson('["ubuntu-latest","macos-latest","windows-latest"]') || fromJson('["ubuntu-latest"]') }}
-        python-version: [3.9, '3.10', 3.11, 3.12, 3.13]
+        python-version: ['3.10', 3.11, 3.12, 3.13]
     runs-on: ${{ matrix.os }}
     steps:
     - name: Set up Python ${{ matrix.python-version }} on ${{ matrix.os }}

README.md

@@ -1,5 +1,5 @@
 [![License](https://img.shields.io/github/license/analysiscenter/batchflow.svg)](https://www.apache.org/licenses/LICENSE-2.0)
-[![Python](https://img.shields.io/badge/python-3.9-blue.svg)](https://python.org)
+[![Python](https://img.shields.io/badge/python-3.10-blue.svg)](https://python.org)
 [![PyTorch](https://img.shields.io/badge/PyTorch-2.0-orange.svg)](https://pytorch.org)
 [![codecov](https://codecov.io/gh/analysiscenter/batchflow/branch/master/graph/badge.svg)](https://codecov.io/gh/analysiscenter/batchflow)
 [![PyPI](https://badge.fury.io/py/batchflow.svg)](https://badge.fury.io/py/batchflow)

batchflow/batch_image.py

@@ -13,8 +13,7 @@
 except ImportError:
     pass
 
-from scipy.ndimage.filters import gaussian_filter
-from scipy.ndimage.interpolation import map_coordinates
+from scipy.ndimage import gaussian_filter, map_coordinates
 
 from .batch import Batch
 from .decorators import action, apply_parallel, inbatch_parallel

batchflow/monitor.py

@@ -318,7 +318,7 @@ class GPUResourceMonitor(ResourceMonitor):
     """ If the `CUDA_VISIBLE_DEVICES` is set, check it and return device numbers. Otherwise, return [0]. """
     def __init__(self, function=None, frequency=0.1, gpu_list=None, **kwargs):
         if pynvml is None:
-            raise ImportError('Install Python interface for pynvml')
+            raise ImportError('Install nvidia-ml-py to use GPU monitoring functionality')
         super().__init__(function=function, frequency=frequency, **kwargs)
 
         # Fallback to env variable

pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "batchflow"
-version = "0.9.3"
+version = "0.9.4"
 description = "ML pipelines, model configuration and batch management"
 authors = [{ name = "Roman Kh", email = "[email protected]" }]
 license = {text = "Apache License 2.0"}
@@ -13,11 +13,11 @@ classifiers = [
     "Operating System :: OS Independent",
     "Programming Language :: Python",
     "Programming Language :: Python :: 3",
-    "Programming Language :: Python :: 3.9",
+    "Programming Language :: Python :: 3.10",
     "Topic :: Scientific/Engineering"
 ]
 
-requires-python = ">=3.9"
+requires-python = ">=3.10"
 
 dependencies = [
     "dill>=0.3",
@@ -37,12 +37,12 @@ image = [
 
 research = [
     "multiprocess>=0.70",
-    "py-nbtools>=0.9.14"
+    "py-nbtools>=0.9.15"
 ]
 
 monitor = [
     "psutil",
-    "pynvml"
+    "nvidia-ml-py"
 ]
 
 nn = [