from __future__ import annotations
import pandas as pd
class PaperList:
def __init__(self):
self.table = pd.read_csv('papers.csv')
self._preprcess_table()
self.table_header = '''
Paper |
Authors |
pdf |
Supplementary |
arXiv |
GitHub |
Hugging Face Spaces |
'''
def _preprcess_table(self) -> None:
self.table['title_lowercase'] = self.table.title.str.lower()
rows = []
for row in self.table.itertuples():
paper = f'{row.title}'
pdf = f'pdf'
supp = f'supp' if isinstance(
row.supp, str) else ''
arxiv = f'arXiv' if isinstance(
row.arxiv, str) else ''
github = f'GitHub' if isinstance(
row.github, str) else ''
hf_space = f'Space' if isinstance(
row.hf_space, str) else ''
row = f'''
{paper} |
{row.authors} |
{pdf} |
{supp} |
{arxiv} |
{github} |
{hf_space} |
'''
rows.append(row)
self.table['html_table_content'] = rows
def render(self, search_query: str, case_sensitive: bool,
names_with_link: list[str]) -> tuple[int, str]:
df = self.table
if search_query:
if case_sensitive:
df = df[df.title.str.contains(search_query)]
else:
df = df[df.title_lowercase.str.contains(search_query.lower())]
has_supp = 'Supp' in names_with_link
has_arxiv = 'arXiv' in names_with_link
has_github = 'GitHub' in names_with_link
has_hf_space = 'HF Space' in names_with_link
df = self.filter_table(df, has_supp, has_arxiv, has_github,
has_hf_space)
return len(df), self.to_html(df)
def filter_table(self, df: pd.DataFrame, has_supp: bool, has_arxiv: bool,
has_github: bool, has_hf_space: bool) -> pd.DataFrame:
if has_supp:
df = df[~df.supp.isna()]
if has_arxiv:
df = df[~df.arxiv.isna()]
if has_github:
df = df[~df.github.isna()]
if has_hf_space:
df = df[~df.hf_space.isna()]
return df
def to_html(self, df: pd.DataFrame) -> str:
table_rows = df.html_table_content
table_data = ''.join(table_rows)
html = f'''
{self.table_header}
{table_data}
'''
return html