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Build error
Build error
update copy OCR
Browse files
app.py
CHANGED
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import streamlit as st
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import streamlit as st
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from akaocr import TextEngine, BoxEngine
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import cv2
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import numpy as np
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from PIL import Image
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import time
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import pyperclip # Import pyperclip for clipboard operations
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from custom_component import st_copy_to_clipboard
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# Initialize the OCR engines
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box_engine = BoxEngine()
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text_engine = TextEngine()
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def transform_image(image, box):
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# Get perspective transform image
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assert len(box) == 4, "Shape of points must be 4x2"
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img_crop_width = int(
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max(
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np.linalg.norm(box[0] - box[1]),
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np.linalg.norm(box[2] - box[3])))
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img_crop_height = int(
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max(
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np.linalg.norm(box[0] - box[3]),
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np.linalg.norm(box[1] - box[2])))
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pts_std = np.float32([[0, 0],
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[img_crop_width, 0],
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[img_crop_width, img_crop_height],
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[0, img_crop_height]])
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box = np.array(box, dtype="float32")
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M = cv2.getPerspectiveTransform(box, pts_std)
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dst_img = cv2.warpPerspective(
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image,
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M, (img_crop_width, img_crop_height),
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borderMode=cv2.BORDER_REPLICATE,
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flags=cv2.INTER_CUBIC)
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img_height, img_width = dst_img.shape[0:2]
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if img_height/img_width >= 1.25:
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dst_img = np.rot90(dst_img, k=3)
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return dst_img
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def two_pts(bounding_box):
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# Extract the x and y coordinates separately
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return (
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(
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round(min([x[0] for x in bounding_box])),
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round(min([x[1] for x in bounding_box]))
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),
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(
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round(max([x[0] for x in bounding_box])),
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round(max([x[1] for x in bounding_box]))
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)
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)
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def main():
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st.set_page_config(
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page_title="Quick OCR Copy",
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page_icon=":flag-vn:",
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layout="wide"
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)
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uploaded_file = st.file_uploader(
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"Choose an image...", type=["jpg", "jpeg", "png"])
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if uploaded_file is not None:
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# Convert the uploaded file to an OpenCV image
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file_bytes = np.asarray(
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bytearray(uploaded_file.read()), dtype=np.uint8)
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org_image = cv2.imdecode(file_bytes, 1)
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# st.image(org_image, channels="BGR", caption='Uploaded Image')
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images = []
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start = time.perf_counter()
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boxes = box_engine(org_image)
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processing_time = time.perf_counter() - start
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st.write(f"Box detection took {processing_time:.2f} seconds.")
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for box in boxes[::-1]:
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org_image = cv2.polylines(org_image, [box.astype(
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np.int32)], isClosed=True, color=(0, 255, 0), thickness=2)
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image = transform_image(org_image, box)
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images.append(image)
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# Get the texts from the boxes
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texts = text_engine(images)
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# Convert back to PIL Image for displaying
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output_image = Image.fromarray(
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cv2.cvtColor(org_image, cv2.COLOR_BGR2RGB))
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# st.image(output_image, caption='Detected Text Boxes', use_column_width=True)
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# button_locations = [(50, 10), (100, 100), (200, 300)]
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# text_list = ["Hello", "Streamlit", "World"]
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button_coords = [two_pts(box) for box in boxes[::-1]]
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text_list = [x[0] for x in texts]
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# Call the custom component
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st_copy_to_clipboard(
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image=output_image,
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button_coords=button_coords,
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text_list=text_list,
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before_copy_label="",
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after_copy_label=""
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)
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if __name__ == '__main__':
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main()
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custom_component/__init__.py
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# __init__.py
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from pathlib import Path
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from typing import Optional, Tuple, List
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from PIL import Image
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import streamlit as st
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import streamlit.components.v1 as components
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frontend_dir = (Path(__file__).parent / "frontend").absolute()
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_component_func = components.declare_component(
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"streamlit_copy_to_clipboard", path=str(frontend_dir)
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)
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def st_copy_to_clipboard(
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image: Image.Image,
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button_coords: List[Tuple[Tuple[int, int], Tuple[int, int]]],
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text_list: List[str],
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before_copy_label: str = "📋",
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after_copy_label: str = "✅",
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key: Optional[str] = None,
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):
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"""
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Streamlit component to copy text to clipboard with buttons over an image.
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Parameters
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----------
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image : PIL.Image
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The image over which the buttons will be placed.
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button_coords : List[Tuple[Tuple[int, int], Tuple[int, int]]]
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List of tuples, each containing top-left and bottom-right coordinates for buttons.
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text_list : List[str]
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List of texts to be copied to the clipboard.
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before_copy_label : str
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Label of the button before text is copied.
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after_copy_label : str
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Label of the button after text is copied.
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key : str or None
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An optional key that uniquely identifies the component.
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"""
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# Convert the PIL image to base64 for sending to frontend
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import base64
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from io import BytesIO
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buffered = BytesIO()
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image.save(buffered, format="PNG")
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img_str = base64.b64encode(buffered.getvalue()).decode("utf-8")
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# Create the component
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component_value = _component_func(
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key=key,
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image=f"data:image/png;base64,{img_str}",
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button_coords=button_coords,
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text_list=text_list,
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before_copy_label=before_copy_label,
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after_copy_label=after_copy_label,
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)
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return component_value
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def main():
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st.write("## Example: Image with Copy Buttons")
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# Example image and button coordinates
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img = Image.new('RGB', (1080, 1080), color = 'white')
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button_coords = [((152, 130), (252, 180)), ((400, 500), (500, 550))] # List of top-left and bottom-right points
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texts = ["Copy text 1", "Copy text 2"]
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st_copy_to_clipboard(img, button_coords, texts)
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if __name__ == "__main__":
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main()
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custom_component/__pycache__/__init__.cpython-311.pyc
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Binary file (3.23 kB). View file
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custom_component/frontend/index.html
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<!-- index.html -->
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8" />
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<meta http-equiv="X-UA-Compatible" content="IE=edge" />
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<title>st-copy-to-clipboard</title>
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<script src="./streamlit-component-lib.js"></script>
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<script src="./main.js"></script>
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<link rel="stylesheet" href="./style.css" />
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</head>
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<body>
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<div id="root">
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<!-- Container for the image and buttons -->
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<div id="image-container" class="image-container">
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<img id="image-element" class="copy-image" src="" alt="Image with copy buttons" />
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</div>
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</div>
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</body>
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</html>
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custom_component/frontend/main.js
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// main.js
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function sendValue(value) {
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Streamlit.setComponentValue(value);
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}
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function onRender(event) {
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if (!window.rendered) {
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const { image, button_coords, text_list, before_copy_label, after_copy_label } = event.detail.args;
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// Set the image source
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const imageElement = document.getElementById("image-element");
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imageElement.src = image;
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// Wait for the image to load to adjust frame height and width
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imageElement.onload = function () {
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const imageWidth = imageElement.naturalWidth;
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const imageHeight = imageElement.naturalHeight;
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// Set the container size to match the image
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const imageContainer = document.getElementById("image-container");
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imageContainer.style.width = `${imageWidth}px`;
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imageContainer.style.height = `${imageHeight}px`;
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// Dynamically set the frame height based on the image size
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Streamlit.setFrameHeight(imageHeight + 50); // Add some extra space for buttons
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// Place buttons based on provided coordinates and sizes
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button_coords.forEach((coords, index) => {
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const [topLeft, bottomRight] = coords;
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const button = document.createElement("button");
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button.textContent = before_copy_label;
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button.className = "st-copy-to-clipboard-btn";
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// Calculate button position and size
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const buttonWidth = bottomRight[0] - topLeft[0];
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const buttonHeight = bottomRight[1] - topLeft[1];
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button.style.position = "absolute";
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button.style.left = `${topLeft[0]}px`;
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button.style.top = `${topLeft[1]}px`;
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button.style.width = `${buttonWidth}px`;
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button.style.height = `${buttonHeight}px`;
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// Define copy function for each button
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button.addEventListener("click", () => {
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navigator.clipboard.writeText(text_list[index]);
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button.textContent = after_copy_label;
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setTimeout(() => {
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button.textContent = before_copy_label;
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}, 1000);
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});
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| 52 |
+
|
| 53 |
+
imageContainer.appendChild(button);
|
| 54 |
+
});
|
| 55 |
+
};
|
| 56 |
+
|
| 57 |
+
window.rendered = true;
|
| 58 |
+
}
|
| 59 |
+
}
|
| 60 |
+
|
| 61 |
+
// Register Streamlit event listeners
|
| 62 |
+
Streamlit.events.addEventListener(Streamlit.RENDER_EVENT, onRender);
|
| 63 |
+
Streamlit.setComponentReady();
|
custom_component/frontend/streamlit-component-lib.js
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
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|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
// Borrowed minimalistic Streamlit API from Thiago
|
| 3 |
+
// https://discuss.streamlit.io/t/code-snippet-create-components-without-any-frontend-tooling-no-react-babel-webpack-etc/13064
|
| 4 |
+
function sendMessageToStreamlitClient(type, data) {
|
| 5 |
+
console.log(type, data)
|
| 6 |
+
const outData = Object.assign({
|
| 7 |
+
isStreamlitMessage: true,
|
| 8 |
+
type: type,
|
| 9 |
+
}, data);
|
| 10 |
+
window.parent.postMessage(outData, "*");
|
| 11 |
+
}
|
| 12 |
+
|
| 13 |
+
const Streamlit = {
|
| 14 |
+
setComponentReady: function() {
|
| 15 |
+
sendMessageToStreamlitClient("streamlit:componentReady", {apiVersion: 1});
|
| 16 |
+
},
|
| 17 |
+
setFrameHeight: function(height) {
|
| 18 |
+
sendMessageToStreamlitClient("streamlit:setFrameHeight", {height: height});
|
| 19 |
+
},
|
| 20 |
+
setComponentValue: function(value) {
|
| 21 |
+
sendMessageToStreamlitClient("streamlit:setComponentValue", {value: value});
|
| 22 |
+
},
|
| 23 |
+
RENDER_EVENT: "streamlit:render",
|
| 24 |
+
events: {
|
| 25 |
+
addEventListener: function(type, callback) {
|
| 26 |
+
window.addEventListener("message", function(event) {
|
| 27 |
+
if (event.data.type === type) {
|
| 28 |
+
event.detail = event.data
|
| 29 |
+
callback(event);
|
| 30 |
+
}
|
| 31 |
+
});
|
| 32 |
+
}
|
| 33 |
+
}
|
| 34 |
+
}
|
custom_component/frontend/style.css
ADDED
|
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
/* style.css */
|
| 2 |
+
|
| 3 |
+
.image-container {
|
| 4 |
+
position: relative; /* Allows for absolute positioning of buttons */
|
| 5 |
+
display: inline-block;
|
| 6 |
+
}
|
| 7 |
+
|
| 8 |
+
.copy-image {
|
| 9 |
+
width: 100%; /* Ensures the image scales properly */
|
| 10 |
+
height: auto; /* Maintains aspect ratio */
|
| 11 |
+
display: block; /* Prevents any inline space issues */
|
| 12 |
+
}
|
| 13 |
+
|
| 14 |
+
.st-copy-to-clipboard-btn {
|
| 15 |
+
display: inline-flex;
|
| 16 |
+
align-items: center;
|
| 17 |
+
justify-content: center;
|
| 18 |
+
font-weight: 400;
|
| 19 |
+
border-radius: 0.5rem;
|
| 20 |
+
margin: 0;
|
| 21 |
+
line-height: 1.6;
|
| 22 |
+
color: inherit;
|
| 23 |
+
user-select: none;
|
| 24 |
+
background-color: transparent;
|
| 25 |
+
border: transparent;
|
| 26 |
+
cursor: copy;
|
| 27 |
+
position: absolute; /* Absolute position for placement over the image */
|
| 28 |
+
}
|
| 29 |
+
|
| 30 |
+
.st-copy-to-clipboard-btn:hover {
|
| 31 |
+
border-color: rgb(255, 75, 75);
|
| 32 |
+
color: transparent;
|
| 33 |
+
}
|
| 34 |
+
|
| 35 |
+
.st-copy-to-clipboard-btn:active {
|
| 36 |
+
border-color: rgb(255, 75, 75);
|
| 37 |
+
background-color: rgb(255, 75, 75);
|
| 38 |
+
color: rgb(255, 255, 255);
|
| 39 |
+
}
|