import streamlit as st import pickle import pandas as pd import json import base64 import uuid import re import importlib.util def import_from_file(module_name: str, filepath: str): """ Imports a module from file. Args: module_name (str): Assigned to the module's __name__ parameter (does not influence how the module is named outside of this function) filepath (str): Path to the .py file Returns: The module """ spec = importlib.util.spec_from_file_location(module_name, filepath) module = importlib.util.module_from_spec(spec) spec.loader.exec_module(module) return module def notebook_header(text): """ Insert section header into a jinja file, formatted as notebook cell. Leave 2 blank lines before the header. """ return f"""# # {text} """ def code_header(text): """ Insert section header into a jinja file, formatted as Python comment. Leave 2 blank lines before the header. """ seperator_len = (75 - len(text)) / 2 seperator_len_left = math.floor(seperator_len) seperator_len_right = math.ceil(seperator_len) return f"# {'-' * seperator_len_left} {text} {'-' * seperator_len_right}" def to_notebook(code): """Converts Python code to Jupyter notebook format.""" notebook = jupytext.reads(code, fmt="py") return jupytext.writes(notebook, fmt="ipynb") def open_link(url, new_tab=True): """Dirty hack to open a new web page with a streamlit button.""" # From: https://discuss.streamlit.io/t/how-to-link-a-button-to-a-webpage/1661/3 if new_tab: js = f"window.open('{url}')" # New tab or window else: js = f"window.location.href = '{url}'" # Current tab html = ''.format(js) div = Div(text=html) st.bokeh_chart(div) def download_button(object_to_download, download_filename, button_text): """ Generates a link to download the given object_to_download. From: https://discuss.streamlit.io/t/a-download-button-with-custom-css/4220 Params: ------ object_to_download: The object to be downloaded. download_filename (str): filename and extension of file. e.g. mydata.csv, some_txt_output.txt download_link_text (str): Text to display for download link. button_text (str): Text to display on download button (e.g. 'click here to download file') pickle_it (bool): If True, pickle file. Returns: ------- (str): the anchor tag to download object_to_download Examples: -------- download_link(your_df, 'YOUR_DF.csv', 'Click to download data!') download_link(your_str, 'YOUR_STRING.txt', 'Click to download text!') """ # if: if isinstance(object_to_download, bytes): pass elif isinstance(object_to_download, pd.DataFrame): object_to_download = object_to_download.to_csv(index=False) # Try JSON encode for everything else else: object_to_download = json.dumps(object_to_download) try: # some strings <-> bytes conversions necessary here b64 = base64.b64encode(object_to_download.encode()).decode() except AttributeError as e: b64 = base64.b64encode(object_to_download).decode() button_uuid = str(uuid.uuid4()).replace("-", "") button_id = re.sub("\d+", "", button_uuid) custom_css = f""" """ dl_link = ( custom_css + f'{button_text}

' ) st.markdown(dl_link, unsafe_allow_html=True)