From 34291bc082aae2dde57a55df82e43386ae5537ef Mon Sep 17 00:00:00 2001
From: frankknoll <Knoll_Frank@web.de>
Date: Wed, 15 Mar 2023 00:42:03 +0100
Subject: [PATCH] saving model at the end

---
 environment.yml   |  4 ++--
 src/captcha.ipynb | 22 +++++++++++++---------
 src/help.txt      |  6 +++++-
 3 files changed, 20 insertions(+), 12 deletions(-)

diff --git a/environment.yml b/environment.yml
index d3de996c1fa..59c3150f39c 100644
--- a/environment.yml
+++ b/environment.yml
@@ -3,7 +3,7 @@ channels:
   - defaults
   # - conda-forge
 dependencies:
-  - python=3
+  - python=3.9
   - ipykernel
   - numpy
   - pandas
@@ -12,7 +12,7 @@ dependencies:
   - bs4
   - lxml
   - jupyter
-  - tensorflow
+  - tensorflow=2.11
   - nb_conda_kernels
   - pillow
   - openpyxl
diff --git a/src/captcha.ipynb b/src/captcha.ipynb
index 2f8efaba199..a25139bc6cc 100644
--- a/src/captcha.ipynb
+++ b/src/captcha.ipynb
@@ -38,7 +38,7 @@
         "\n",
         "import tensorflow as tf\n",
         "from tensorflow import keras\n",
-        "from tensorflow.keras import layers\n"
+        "from tensorflow.keras import layers"
       ]
     },
     {
@@ -914,6 +914,15 @@
       "source": [
         "display16Predictions(prediction_model, test_dataset, predictionsDecoder)"
       ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {},
+      "outputs": [],
+      "source": [
+        "modelDAO.saveModel(model)"
+      ]
     }
   ],
   "metadata": {
@@ -926,9 +935,9 @@
     },
     "gpuClass": "standard",
     "kernelspec": {
-      "display_name": "Python 3 (ipykernel)",
+      "display_name": "howbadismybatch-venv-kernel",
       "language": "python",
-      "name": "python3"
+      "name": "howbadismybatch-venv-kernel"
     },
     "language_info": {
       "codemirror_mode": {
@@ -940,12 +949,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.10.7"
-    },
-    "vscode": {
-      "interpreter": {
-        "hash": "916dbcbb3f70747c44a77c7bcd40155683ae19c65e1c03b4aa3499c5328201f1"
-      }
+      "version": "3.10.8"
     }
   },
   "nbformat": 4,
diff --git a/src/help.txt b/src/help.txt
index 6389ef7c837..a2ba76d686e 100644
--- a/src/help.txt
+++ b/src/help.txt
@@ -7,13 +7,17 @@ FK-TODO:
 anacron job:
 sudo cp src/intensivstationen_howbadismybatch.sh /etc/cron.daily/intensivstationen_howbadismybatch
 
-conda create --name howbadismybatch-venv python=3
+conda create --name howbadismybatch-venv python=3.9
 conda activate howbadismybatch-venv
 ipython kernel install --user --name=howbadismybatch-venv-kernel
 jupyter kernelspec list
 conda env export --from-history > environment.yml
 conda env create -f environment.yml
 
+update howbadismybatch-venv:
+conda activate howbadismybatch-venv
+conda env update --file environment.yml --prune
+
 www.HowBadIsMyBatch.info
 /etc/apache2/sites-available/HowBadIsMyBatch.conf