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import streamlit as st |
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import pickle |
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import pandas as pd |
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import json |
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import base64 |
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import uuid |
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import re |
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import importlib.util |
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def import_from_file(module_name: str, filepath: str): |
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""" |
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Imports a module from file. |
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Args: |
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module_name (str): Assigned to the module's __name__ parameter (does not |
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influence how the module is named outside of this function) |
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filepath (str): Path to the .py file |
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Returns: |
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The module |
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""" |
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spec = importlib.util.spec_from_file_location(module_name, filepath) |
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module = importlib.util.module_from_spec(spec) |
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spec.loader.exec_module(module) |
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return module |
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def notebook_header(text): |
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""" |
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Insert section header into a jinja file, formatted as notebook cell. |
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Leave 2 blank lines before the header. |
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""" |
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return f"""# # {text} |
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""" |
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def code_header(text): |
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""" |
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Insert section header into a jinja file, formatted as Python comment. |
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Leave 2 blank lines before the header. |
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""" |
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seperator_len = (75 - len(text)) / 2 |
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seperator_len_left = math.floor(seperator_len) |
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seperator_len_right = math.ceil(seperator_len) |
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return f"# {'-' * seperator_len_left} {text} {'-' * seperator_len_right}" |
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def to_notebook(code): |
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"""Converts Python code to Jupyter notebook format.""" |
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notebook = jupytext.reads(code, fmt="py") |
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return jupytext.writes(notebook, fmt="ipynb") |
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def open_link(url, new_tab=True): |
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"""Dirty hack to open a new web page with a streamlit button.""" |
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if new_tab: |
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js = f"window.open('{url}')" |
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else: |
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js = f"window.location.href = '{url}'" |
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html = '<img src onerror="{}">'.format(js) |
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div = Div(text=html) |
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st.bokeh_chart(div) |
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def download_button(object_to_download, download_filename, button_text): |
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""" |
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Generates a link to download the given object_to_download. |
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From: https://discuss.streamlit.io/t/a-download-button-with-custom-css/4220 |
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Params: |
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------ |
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object_to_download: The object to be downloaded. |
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download_filename (str): filename and extension of file. e.g. mydata.csv, |
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some_txt_output.txt download_link_text (str): Text to display for download |
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link. |
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button_text (str): Text to display on download button (e.g. 'click here to download file') |
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pickle_it (bool): If True, pickle file. |
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Returns: |
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------- |
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(str): the anchor tag to download object_to_download |
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Examples: |
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-------- |
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download_link(your_df, 'YOUR_DF.csv', 'Click to download data!') |
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download_link(your_str, 'YOUR_STRING.txt', 'Click to download text!') |
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""" |
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if isinstance(object_to_download, bytes): |
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pass |
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elif isinstance(object_to_download, pd.DataFrame): |
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object_to_download = object_to_download.to_csv(index=False) |
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else: |
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object_to_download = json.dumps(object_to_download) |
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try: |
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b64 = base64.b64encode(object_to_download.encode()).decode() |
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except AttributeError as e: |
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b64 = base64.b64encode(object_to_download).decode() |
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button_uuid = str(uuid.uuid4()).replace("-", "") |
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button_id = re.sub("\d+", "", button_uuid) |
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custom_css = f""" |
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<style> |
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#{button_id} {{ |
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display: inline-flex; |
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align-items: center; |
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justify-content: center; |
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background-color: rgb(255, 255, 255); |
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color: rgb(38, 39, 48); |
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padding: .25rem .75rem; |
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position: relative; |
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text-decoration: none; |
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border-radius: 4px; |
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border-width: 1px; |
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border-style: solid; |
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border-color: rgb(230, 234, 241); |
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border-image: initial; |
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}} |
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#{button_id}:hover {{ |
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border-color: rgb(246, 51, 102); |
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color: rgb(246, 51, 102); |
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}} |
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#{button_id}:active {{ |
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box-shadow: none; |
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background-color: rgb(246, 51, 102); |
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color: white; |
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}} |
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</style> """ |
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dl_link = ( |
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custom_css |
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+ f'<a download="{download_filename}" id="{button_id}" href="data:file/txt;base64,{b64}">{button_text}</a><br><br>' |
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) |
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st.markdown(dl_link, unsafe_allow_html=True) |
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