Merge pull request #7 from ForYourEyesOnlyyy/revert-6-ml-flow

Revert "Ml flow"
ForYourEyesOnlyyy · Oct 15, 2024 · d5679b4 · d5679b4
2 parents 8f208c3 + 235f156
commit d5679b4
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Showing 59 changed files with 8 additions and 2,228 deletions.
diff --git a/.dvc/.gitignore b/.dvc/.gitignore
diff --git a/.dvc/config b/.dvc/config
diff --git a/.dvcignore b/.dvcignore
diff --git a/.gitattributes b/.gitattributes
@@ -1,4 +1 @@
 *.csv filter=lfs diff=lfs merge=lfs -text
-*.pt filter=lfs diff=lfs merge=lfs -text
-notebooks/mlruns/ filter=lfs diff=lfs merge=lfs -text
-*.pth filter=lfs diff=lfs merge=lfs -text
diff --git a/.gitignore b/.gitignore
@@ -159,9 +159,4 @@ cython_debug/
 #  be found at /~https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
 #  and can be added to the global gitignore or merged into this file.  For a more nuclear
 #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
-#.idea/
-
-datastore
-data/dvc/sample.csv
-.dvc/config
-services/
+#.idea/
diff --git a/.zen/config.yaml b/.zen/config.yaml
diff --git a/data/dvc/.gitignore b/data/dvc/.gitignore
diff --git a/data/dvc/sample.csv.dvc b/data/dvc/sample.csv.dvc
diff --git a/mlruns/0/meta.yaml b/mlruns/0/meta.yaml
diff --git a/...752183/83ff094f841b4cf895f09463172cbd9c/artifacts/simple_sentiment_analysis_model/MLmodel b/...752183/83ff094f841b4cf895f09463172cbd9c/artifacts/simple_sentiment_analysis_model/MLmodel
diff --git a/...183/83ff094f841b4cf895f09463172cbd9c/artifacts/simple_sentiment_analysis_model/conda.yaml b/...183/83ff094f841b4cf895f09463172cbd9c/artifacts/simple_sentiment_analysis_model/conda.yaml
diff --git a/...83ff094f841b4cf895f09463172cbd9c/artifacts/simple_sentiment_analysis_model/data/model.pth b/...83ff094f841b4cf895f09463172cbd9c/artifacts/simple_sentiment_analysis_model/data/model.pth
diff --git a/...cf895f09463172cbd9c/artifacts/simple_sentiment_analysis_model/data/pickle_module_info.txt b/...cf895f09463172cbd9c/artifacts/simple_sentiment_analysis_model/data/pickle_module_info.txt
diff --git a/...3ff094f841b4cf895f09463172cbd9c/artifacts/simple_sentiment_analysis_model/python_env.yaml b/...3ff094f841b4cf895f09463172cbd9c/artifacts/simple_sentiment_analysis_model/python_env.yaml
diff --git a/...ff094f841b4cf895f09463172cbd9c/artifacts/simple_sentiment_analysis_model/requirements.txt b/...ff094f841b4cf895f09463172cbd9c/artifacts/simple_sentiment_analysis_model/requirements.txt
diff --git a/mlruns/341490542814752183/83ff094f841b4cf895f09463172cbd9c/meta.yaml b/mlruns/341490542814752183/83ff094f841b4cf895f09463172cbd9c/meta.yaml
diff --git a/mlruns/341490542814752183/83ff094f841b4cf895f09463172cbd9c/metrics/train_loss b/mlruns/341490542814752183/83ff094f841b4cf895f09463172cbd9c/metrics/train_loss
diff --git a/mlruns/341490542814752183/83ff094f841b4cf895f09463172cbd9c/metrics/validation_accuracy b/mlruns/341490542814752183/83ff094f841b4cf895f09463172cbd9c/metrics/validation_accuracy
diff --git a/mlruns/341490542814752183/83ff094f841b4cf895f09463172cbd9c/metrics/validation_loss b/mlruns/341490542814752183/83ff094f841b4cf895f09463172cbd9c/metrics/validation_loss
diff --git a/mlruns/341490542814752183/83ff094f841b4cf895f09463172cbd9c/params/epochs b/mlruns/341490542814752183/83ff094f841b4cf895f09463172cbd9c/params/epochs
diff --git a/mlruns/341490542814752183/83ff094f841b4cf895f09463172cbd9c/params/learning_rate b/mlruns/341490542814752183/83ff094f841b4cf895f09463172cbd9c/params/learning_rate
diff --git a/mlruns/341490542814752183/83ff094f841b4cf895f09463172cbd9c/tags/mlflow.log-model.history b/mlruns/341490542814752183/83ff094f841b4cf895f09463172cbd9c/tags/mlflow.log-model.history
diff --git a/mlruns/341490542814752183/83ff094f841b4cf895f09463172cbd9c/tags/mlflow.runName b/mlruns/341490542814752183/83ff094f841b4cf895f09463172cbd9c/tags/mlflow.runName
diff --git a/mlruns/341490542814752183/83ff094f841b4cf895f09463172cbd9c/tags/mlflow.source.name b/mlruns/341490542814752183/83ff094f841b4cf895f09463172cbd9c/tags/mlflow.source.name
diff --git a/mlruns/341490542814752183/83ff094f841b4cf895f09463172cbd9c/tags/mlflow.source.type b/mlruns/341490542814752183/83ff094f841b4cf895f09463172cbd9c/tags/mlflow.source.type
diff --git a/mlruns/341490542814752183/83ff094f841b4cf895f09463172cbd9c/tags/mlflow.user b/mlruns/341490542814752183/83ff094f841b4cf895f09463172cbd9c/tags/mlflow.user
diff --git a/...752183/be0b25db674f4b2793939799d9ce6b11/artifacts/simple_sentiment_analysis_model/MLmodel b/...752183/be0b25db674f4b2793939799d9ce6b11/artifacts/simple_sentiment_analysis_model/MLmodel
diff --git a/...183/be0b25db674f4b2793939799d9ce6b11/artifacts/simple_sentiment_analysis_model/conda.yaml b/...183/be0b25db674f4b2793939799d9ce6b11/artifacts/simple_sentiment_analysis_model/conda.yaml
diff --git a/...be0b25db674f4b2793939799d9ce6b11/artifacts/simple_sentiment_analysis_model/data/model.pth b/...be0b25db674f4b2793939799d9ce6b11/artifacts/simple_sentiment_analysis_model/data/model.pth
diff --git a/...b2793939799d9ce6b11/artifacts/simple_sentiment_analysis_model/data/pickle_module_info.txt b/...b2793939799d9ce6b11/artifacts/simple_sentiment_analysis_model/data/pickle_module_info.txt
diff --git a/...e0b25db674f4b2793939799d9ce6b11/artifacts/simple_sentiment_analysis_model/python_env.yaml b/...e0b25db674f4b2793939799d9ce6b11/artifacts/simple_sentiment_analysis_model/python_env.yaml
diff --git a/...b674f4b2793939799d9ce6b11/artifacts/simple_sentiment_analysis_model/registered_model_meta b/...b674f4b2793939799d9ce6b11/artifacts/simple_sentiment_analysis_model/registered_model_meta
diff --git a/...0b25db674f4b2793939799d9ce6b11/artifacts/simple_sentiment_analysis_model/requirements.txt b/...0b25db674f4b2793939799d9ce6b11/artifacts/simple_sentiment_analysis_model/requirements.txt
diff --git a/mlruns/341490542814752183/be0b25db674f4b2793939799d9ce6b11/meta.yaml b/mlruns/341490542814752183/be0b25db674f4b2793939799d9ce6b11/meta.yaml
diff --git a/mlruns/341490542814752183/be0b25db674f4b2793939799d9ce6b11/metrics/train_loss b/mlruns/341490542814752183/be0b25db674f4b2793939799d9ce6b11/metrics/train_loss
diff --git a/mlruns/341490542814752183/be0b25db674f4b2793939799d9ce6b11/metrics/validation_accuracy b/mlruns/341490542814752183/be0b25db674f4b2793939799d9ce6b11/metrics/validation_accuracy
diff --git a/mlruns/341490542814752183/be0b25db674f4b2793939799d9ce6b11/metrics/validation_loss b/mlruns/341490542814752183/be0b25db674f4b2793939799d9ce6b11/metrics/validation_loss
diff --git a/mlruns/341490542814752183/be0b25db674f4b2793939799d9ce6b11/params/epochs b/mlruns/341490542814752183/be0b25db674f4b2793939799d9ce6b11/params/epochs
diff --git a/mlruns/341490542814752183/be0b25db674f4b2793939799d9ce6b11/params/learning_rate b/mlruns/341490542814752183/be0b25db674f4b2793939799d9ce6b11/params/learning_rate
diff --git a/mlruns/341490542814752183/be0b25db674f4b2793939799d9ce6b11/tags/mlflow.log-model.history b/mlruns/341490542814752183/be0b25db674f4b2793939799d9ce6b11/tags/mlflow.log-model.history
diff --git a/mlruns/341490542814752183/be0b25db674f4b2793939799d9ce6b11/tags/mlflow.runName b/mlruns/341490542814752183/be0b25db674f4b2793939799d9ce6b11/tags/mlflow.runName
diff --git a/mlruns/341490542814752183/be0b25db674f4b2793939799d9ce6b11/tags/mlflow.source.name b/mlruns/341490542814752183/be0b25db674f4b2793939799d9ce6b11/tags/mlflow.source.name
diff --git a/mlruns/341490542814752183/be0b25db674f4b2793939799d9ce6b11/tags/mlflow.source.type b/mlruns/341490542814752183/be0b25db674f4b2793939799d9ce6b11/tags/mlflow.source.type
diff --git a/mlruns/341490542814752183/be0b25db674f4b2793939799d9ce6b11/tags/mlflow.user b/mlruns/341490542814752183/be0b25db674f4b2793939799d9ce6b11/tags/mlflow.user
diff --git a/mlruns/341490542814752183/meta.yaml b/mlruns/341490542814752183/meta.yaml
diff --git a/mlruns/models/simple_sentiment_analysis_model/aliases/champion b/mlruns/models/simple_sentiment_analysis_model/aliases/champion
diff --git a/mlruns/models/simple_sentiment_analysis_model/meta.yaml b/mlruns/models/simple_sentiment_analysis_model/meta.yaml
diff --git a/mlruns/models/simple_sentiment_analysis_model/version-1/meta.yaml b/mlruns/models/simple_sentiment_analysis_model/version-1/meta.yaml
diff --git a/mlruns/models/simple_sentiment_analysis_model/version-2/meta.yaml b/mlruns/models/simple_sentiment_analysis_model/version-2/meta.yaml
diff --git a/notebooks/data_exploration.ipynb b/notebooks/data_exploration.ipynb
@@ -539,6 +539,7 @@
     }
    ],
    "source": [
+    "from sklearn.feature_extraction.text import CountVectorizer\n",
     "\n",
     "# Function to create and plot word frequency bar plots\n",
     "def plot_word_frequencies(sentiment_label, n=10):\n",