<jupyter_start><jupyter_text>Full GUI<jupyter_code>from lib.geometadp import md_manager
obj = md_manager.geo_metadata()
obj.manage()
import ipywidgets as widgets
up = widgets.FileUpload()

def onclick(change):
    #print(change.new)
    #print(change.new)
    uploaded_file = up.value[0]
    uploaded_file["size"]
    uploaded_file.size

up.observe(onclick,'value')

up<jupyter_output><empty_output>
{'fraction_non_alphanumeric': 0.12030075187969924, 'fraction_numerical': 0.002506265664160401, 'mean_word_length': 5.779661016949152, 'pattern_counts': {'":': 0, '<': 5, '<?xml version=': 0, '>': 5, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'chain_length': '1', 'dir': 'jupyter-structured-clean-dedup', 'id': '186695', 'license': 'MIT', 'n_tokens_mistral': 155, 'n_tokens_neox': 151, 'n_words': 24, 'path': 'dev.ipynb', 'repo_name': 'agrogeophy/geometadp', 'size': '399'}