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import gradio as gr | |
import pandas as pd | |
from src.types import TableMapping | |
from src.core import get_dataframes, get_table_mapping, save_csv_file, sanitize_python_output | |
source_df, template_df = get_dataframes() | |
with gr.Blocks() as demo: | |
with gr.Column(): | |
gr.Markdown("## To begin, upload a Template CSV and a Source CSV file.") | |
with gr.Row(): | |
gr.inputs.File(label="Template", type="file", file_count='single') | |
gr.inputs.File(label="Source", type="file", file_count='single') | |
with gr.Column(): | |
gr.Markdown("## Mapping from Source to Template") | |
with gr.Row(): | |
table_mapping: TableMapping = get_table_mapping(source_df, template_df) | |
table_mapping_df = pd.DataFrame(table_mapping.dict()['table_mappings']) | |
gr.DataFrame(value=table_mapping_df) | |
save_mapping_btn = gr.Button(value="Save Mapping", variant="secondary") | |
save_mapping_btn.click(fn=lambda : save_csv_file(table_mapping_df, 'table_mapping')) | |
with gr.Row(): | |
generate_code_btn = gr.Button(value="Generate Code from Mapping", variant="primary") | |
# generate_code_btn.click(fn=generate_code, outputs=test) | |
# with gr.Column(): | |
# gr.Markdown("## Here is the code that will be used to transform the source file into the template schema:") | |
# gr.Code(language="python", value=sanitize_python_output(transform_code)) | |
# with gr.Row(): | |
# gr.Button(value="Transform Source", variant="primary", trigger="transform_source") | |
# gr.Button(value="Save Code", variant="secondary", trigger="save_code") | |
# with gr.Row(): | |
# with gr.Column(): | |
# gr.Dataframe(label='Target (template)', type='pandas', value=template_df) | |
# with gr.Column(): | |
# gr.Dataframe(label='Source (transformed)', type='pandas', value=PythonAstREPLTool(locals={'source_df': table_1_df}).run(transform_code)) | |
demo.launch() | |