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huggingface
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Model_Cards_Writing_Tool

Running

Ezi Ozoani

let the batch patching begin: fixing (i) and textual information

22ee960 over 1 year ago

No virus

6.21 kB

	import streamlit as st
	from persist import persist, load_widget_state
	#from pages.viewCardProgress import get_card
	from modelcards import CardData, ModelCard
	from markdownTagExtract import tag_checker,listToString,to_markdown
	#from specific_extraction import extract_it
	from modelcards import CardData, ModelCard
	from jinja2 import Environment, FileSystemLoader


	def is_float(value):
	try:
	float(value)
	return True
	except:
	return False

	## Handles parsing jinja variable templates
	def parse_into_jinja_markdown():
	env = Environment(loader=FileSystemLoader('.'), autoescape=True)
	temp = env.get_template(st.session_state.markdown_upload)
	# to add:
	# - parent model
	# to fix:
	# citation on form: check box for bibtex or apa: then parse
	return (temp.render(model_id = st.session_state["model_name"],
	language = st.session_state["languages"],
	the_model_description = st.session_state["model_description"],developers=st.session_state["Model_developers"],shared_by = st.session_state["Shared_by"],model_license = st.session_state['license'],
	parent_model_link = st.session_state['Parent_Model_url'],
	direct_use = st.session_state["Direct_Use"], downstream_use = st.session_state["Downstream_Use"],out_of_scope_use = st.session_state["Out-of-Scope_Use"],
	bias_risks_limitations = st.session_state["Model_Limits_n_Risks"], bias_recommendations = st.session_state['Recommendations'],
	model_examination = st.session_state['Model_examin'],
	speeds_sizes_times = st.session_state['Speeds_Sizes_Times'],
	hardware= st.session_state['Model_hardware'], hours_used = st.session_state['hours_used'], cloud_provider = st.session_state['Model_cloud_provider'], cloud_region = st.session_state['Model_cloud_region'], co2_emitted = st.session_state['Model_c02_emitted'],
	citation_bibtex= st.session_state["APA_citation"], citation_apa = st.session_state['bibtex_citation'],
	training_data = st.session_state['training_Data'], preprocessing =st.session_state['model_preprocessing'],
	model_specs = st.session_state['Model_specs'], compute_infrastructure = st.session_state['compute_infrastructure'],software = st.session_state['technical_specs_software'],
	glossary = st.session_state['Glossary'],
	more_information = st.session_state['More_info'],
	model_card_authors = st.session_state['the_authors'],
	model_card_contact = st.session_state['Model_card_contact'],
	get_started_code =st.session_state["Model_how_to"],
	repo_link = st.session_state["github_url"],
	paper_link = st.session_state["paper_url"],
	blog_link = st.session_state["blog_url"],
	testing_data = st.session_state["Testing_Data"],
	testing_factors = st.session_state["Factors"],
	results = st.session_state['Model_Results'],
	testing_metrics = st.session_state["Metrics"]
	))



	################################################################
	################################################################
	################################################################
	################## Below CURRENTLY Deprecated ##################
	################################################################
	################################################################
	################################################################



	def apply_view(page_state, not_code_pull,text_passed):
	not_important_section = True
	if st.session_state.legal_view == True:
	#user_view = 'legal_view'
	user_view_collapse={'Model_details_text','Model_uses','Model_Eval','Model_carbon','Model_cite', 'Glossary','Model_card_authors'}

	elif st.session_state.researcher_view == True:
	#user_view = 'researcher_view'
	user_view_collapse={'Model_details_text','Model_how_to','Model_training','Model_Limits_n_Risks', 'Glossary', 'Model_card_contact', 'Citation'}

	else:
	#user_view = 'beginner_technical_view'
	user_view_collapse={'Model_details_text','Model_how_to','Model_Eval','Model_uses', 'Glossary'} # Add Techical Spec


	for value in user_view_collapse:
	if value == page_state:
	not_important_section = False

	if not_important_section == True: #and st.session_state[user_view]:
	#st.markdown("here")
	text_return = out_text_out(not_code_pull,page_state,text_passed)
	out_text = "<details> <summary> Click to expand </summary>" +text_return + "</details>"
	return (out_text)

	#out_text = "<details>" + out_text + "</details>"
	else:
	text_return = out_text_out(not_code_pull,page_state,text_passed)
	out_text = text_return
	return (out_text)

	def out_text_out(not_code_pull,page_state,out_text):
	if not_code_pull == True:
	out_text = extract_it(page_state)
	return(out_text)
	else:
	out_text = out_text
	return(out_text)

	def writingPrompt(page_state, help_text, out_text):
	#st.session_state.check_box = False
	#extracted_how_to= tag_checker(markdown,start_tag,end_tag)



	#see_suggestion = column.checkbox("See Writing Prompt")

	st.session_state.check_box = True
	variable_output_prompt = st.text_area("Enter some text",height = 500, value =out_text, key=persist(out_text),
	help=help_text)
	st.session_state.page_state = persist(variable_output_prompt)
	#out_text = extract_it(page_state)


	#else:
	#st.session_state.check_box = True
	##st.session_state.check_box = False
	#variable_output_prompt = st.text_area("Enter Text",value = ' ',key=persist(page_state),height = 500,help =help_text)

	return variable_output_prompt



	def extract_section(current_template, start_tag, end_tag):
	current_Card_markdown= current_template

	extracted_how_to= tag_checker(current_Card_markdown,start_tag,end_tag)
	out_text = ' '.join(extracted_how_to)
	return out_text

	def main():
	#card.save('current_card.md')
	return