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Update app.py
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app.py
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@@ -6,23 +6,31 @@ import base64
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from datetime import datetime
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def load_and_combine_datasets():
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def datetime_serializer(o):
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if isinstance(o, datetime):
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return o.strftime('%Y-%m-%d %H:%M:%S')
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def save_combined_dataset_as_jsonl(combined_dataset, file_path):
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def main():
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st.title("Combined Dataset Viewer and Downloader")
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@@ -30,34 +38,36 @@ def main():
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# Load and combine datasets
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combined_dataset = load_and_combine_datasets()
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if __name__ == "__main__":
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main()
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from datetime import datetime
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def load_and_combine_datasets():
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try:
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python_codes_dataset = load_dataset('flytech/python-codes-25k', split='train')
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streamlit_issues_dataset = load_dataset("andfanilo/streamlit-issues", split='train')
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streamlit_docs_dataset = load_dataset("sai-lohith/streamlit_docs", split='train')
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combined_dataset = concatenate_datasets([python_codes_dataset, streamlit_issues_dataset, streamlit_docs_dataset])
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return combined_dataset
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except Exception as e:
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st.error(f"Error loading datasets: {e}")
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return None
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def datetime_serializer(o):
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if isinstance(o, datetime):
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return o.strftime('%Y-%m-%d %H:%M:%S')
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def save_combined_dataset_as_jsonl(combined_dataset, file_path):
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try:
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with open(file_path, 'w', encoding='utf-8') as f:
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for example in combined_dataset:
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json.dump(example, f, ensure_ascii=False, default=datetime_serializer)
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f.write('\n')
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st.success(f"Combined dataset saved as JSONL file: {file_path}")
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except Exception as e:
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st.error(f"Error saving dataset: {e}")
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def main():
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st.title("Combined Dataset Viewer and Downloader")
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# Load and combine datasets
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combined_dataset = load_and_combine_datasets()
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if combined_dataset is not None:
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# Display a subset of the combined dataset
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st.write("Subset of Combined Dataset:", combined_dataset[:10])
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# Take input for output dataset name
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output_dataset_name = st.text_input("Enter output dataset name (without extension):", "combined_dataset")
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# Add option to save the combined dataset as JSONL
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if st.button("Save Combined Dataset (JSONL)"):
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file_path = os.path.join(os.getcwd(), f"{output_dataset_name}.jsonl")
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save_combined_dataset_as_jsonl(combined_dataset, file_path)
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# Add option to download the JSONL file
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if st.button("Download Combined Dataset (JSONL)"):
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file_path = os.path.join(os.getcwd(), f"{output_dataset_name}.jsonl")
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save_combined_dataset_as_jsonl(combined_dataset, file_path)
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try:
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with open(file_path, "rb") as f:
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bytes_data = f.read()
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b64 = base64.b64encode(bytes_data).decode()
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href = f'<a href="data:file/jsonl;base64,{b64}" download="{output_dataset_name}.jsonl">Download JSONL File</a>'
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st.markdown(href, unsafe_allow_html=True)
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# Provide download button
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st.download_button(label="Click to Download",
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data=bytes_data,
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file_name=f"{output_dataset_name}.jsonl",
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mime="application/jsonl")
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except Exception as e:
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st.error(f"Error preparing download: {e}")
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if __name__ == "__main__":
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main()
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