Remittance-Annotation / src /streamlit_app.py
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import os
from pathlib import Path
import streamlit as st
import json
import io
from PIL import Image
import time
import pandas as pd
from streamlit_drawable_canvas import st_canvas
import pytesseract
import numpy as np
from datetime import datetime
import fitz # PyMuPDF for PDF handling
# -----------------------------
# Environment hardening (HF Spaces, /.cache issue)
# -----------------------------
_home = os.environ.get("HOME", "")
if _home in ("", "/", None):
repo_dir = os.getcwd()
safe_home = repo_dir if os.access(repo_dir, os.W_OK) else "/tmp"
os.environ["HOME"] = safe_home
print(f"[startup] HOME not set or unwritable β€” setting HOME={safe_home}")
streamlit_dir = Path(os.environ["HOME"]) / ".streamlit"
try:
streamlit_dir.mkdir(parents=True, exist_ok=True)
print(f"[startup] ensured {streamlit_dir}")
except Exception as e:
print(f"[startup] WARNING: could not create {streamlit_dir}: {e}")
# Set Tesseract path - auto-detect based on OS
if os.name == 'nt': # Windows
pytesseract.pytesseract.tesseract_cmd = r"C:\Program Files\Tesseract-OCR\tesseract.exe"
else: # Linux/Mac (HF Spaces uses Linux)
pass
# Page configuration
st.set_page_config(page_title="Remittance Data Viewer", layout="wide")
# Custom CSS
st.markdown("""
<style>
/* Reduce spacing between form fields */
.stTextInput > div > div > input,
.stTextArea > div > div > textarea,
.stSelectbox > div > div > div {
margin-bottom: 0px !important;
}
div[data-testid="stVerticalBlock"] > div:has(div[data-testid="stTextInput"]),
div[data-testid="stVerticalBlock"] > div:has(div[data-testid="stTextArea"]),
div[data-testid="stVerticalBlock"] > div:has(div[data-testid="stSelectbox"]) {
margin-bottom: 4px !important;
}
.stSelectbox { margin-bottom: 4px !important; }
/* Button styling */
.stButton > button {
padding: 0.25rem 0.5rem !important;
font-size: 0.85rem !important;
line-height: 1 !important;
min-height: 1.8rem !important;
height: 1.8rem !important;
}
.stButton > button[kind="primary"] {
background-color: #FF0000 !important;
border-color: #FF0000 !important;
color: white !important;
}
.stButton > button[kind="primary"]:hover {
background-color: #CC0000 !important;
border-color: #CC0000 !important;
}
/* Small vertical gaps */
[data-testid="stVerticalBlock"] > [data-testid="stVerticalBlock"] { gap: 0.25rem !important; }
[data-testid="column"] { padding-left: 0.5rem !important; padding-right: 0.5rem !important; }
[data-testid="stHorizontalBlock"] { gap: 0.5rem !important; }
/* FIXED: Remove problematic viewport-based heights */
/* Instead use fixed pixel heights that work in iframes */
section[data-testid="stAppViewContainer"] {
overflow: visible !important;
}
.main .block-container {
overflow: visible !important;
padding-bottom: 1rem !important;
}
/* Make columns scrollable with fixed height */
div[data-testid="column"] {
max-height: 85vh !important;
overflow-y: auto !important;
overflow-x: hidden !important;
position: relative !important;
}
/* Ensure images don't expand the column */
div[data-testid="column"] img,
div[data-testid="column"] canvas {
max-width: 100% !important;
height: auto !important;
display: block !important;
}
/* Custom scrollbar styling */
div[data-testid="column"]::-webkit-scrollbar {
width: 10px;
height: 10px;
}
div[data-testid="column"]::-webkit-scrollbar-thumb {
border-radius: 8px;
background-color: rgba(0,0,0,0.3);
border: 2px solid transparent;
background-clip: padding-box;
}
div[data-testid="column"]::-webkit-scrollbar-thumb:hover {
background-color: rgba(0,0,0,0.5);
}
div[data-testid="column"]::-webkit-scrollbar-track {
background: rgba(0,0,0,0.05);
border-radius: 8px;
}
/* Firefox scrollbar */
div[data-testid="column"] {
scrollbar-width: thin;
scrollbar-color: rgba(0,0,0,0.3) rgba(0,0,0,0.05);
}
</style>
""", unsafe_allow_html=True)
def load_jsonl(file):
"""Load JSONL file and return list of records"""
data = []
content = file.getvalue().decode('utf-8')
for line in content.strip().split('\n'):
if line.strip():
data.append(json.loads(line))
return data
def get_file_names_from_record(record, actual_file_name):
"""Generate file_name or file_names based on the PDF metadata"""
if not actual_file_name:
return record.get('file_name', record.get('file_names', []))
# Check if it's a PDF with multiple pages
is_pdf = actual_file_name in st.session_state.pdf_metadata
if is_pdf:
pdf_meta = st.session_state.pdf_metadata[actual_file_name]
total_pages = pdf_meta['total_pages']
base_name = os.path.splitext(actual_file_name)[0]
if total_pages > 1:
# Return list of file names for multi-page PDF
return [f"{base_name}_page{i+1}.png" for i in range(total_pages)]
else:
# Single page PDF
return f"{base_name}.png"
else:
# Regular image file
if not actual_file_name.lower().endswith('.png'):
base_name = os.path.splitext(actual_file_name)[0]
return f"{base_name}.png"
return actual_file_name
def save_to_jsonl(data, transform_filenames=False):
"""Convert data list to JSONL format"""
if transform_filenames:
transformed_data = []
for record in data:
new_record = {}
# First, determine file_name(s) and add to new_record
original_file_name = record.get('file_name', '')
if not original_file_name and 'file_names' in record:
# Handle file_names field if it exists
original_file_name = record.get('file_names', [])[0] if record.get('file_names', []) else ''
# Find the actual uploaded file
actual_file_name = None
if original_file_name:
if original_file_name in st.session_state.images:
actual_file_name = original_file_name
else:
# Try with extensions
for ext in ['.pdf', '.png', '.jpg', '.jpeg', '.tiff', '.tif', '.bmp']:
if original_file_name + ext in st.session_state.images:
actual_file_name = original_file_name + ext
break
# Try without extension
if not actual_file_name:
for uploaded_name in st.session_state.images.keys():
uploaded_base = os.path.splitext(uploaded_name)[0]
if uploaded_base == original_file_name:
actual_file_name = uploaded_name
break
# Get the transformed file name(s)
new_file_names = get_file_names_from_record(record, actual_file_name)
# Add file_name or file_names as the FIRST field
if isinstance(new_file_names, list):
new_record['file_names'] = new_file_names
else:
new_record['file_name'] = new_file_names
# Now add all other fields (excluding the original file_name/file_names)
for key, value in record.items():
if key not in ['file_name', 'file_names']:
new_record[key] = value
transformed_data.append(new_record)
data = transformed_data
jsonl_content = '\n'.join([json.dumps(record) for record in data])
return jsonl_content
def pdf_to_images(pdf_file):
"""Convert PDF to list of PIL Images (one per page)"""
try:
pdf_bytes = pdf_file.read()
pdf_document = fitz.open(stream=pdf_bytes, filetype="pdf")
images = []
for page_num in range(pdf_document.page_count):
page = pdf_document[page_num]
# Render page to an image (higher DPI for better quality)
# Using 3x zoom (300 DPI equivalent) for much better clarity
pix = page.get_pixmap(matrix=fitz.Matrix(3, 3), alpha=False)
img_data = pix.tobytes("png")
img = Image.open(io.BytesIO(img_data))
images.append(img)
pdf_document.close()
return images
except Exception as e:
st.error(f"Error converting PDF: {str(e)}")
return []
def perform_ocr(image, bbox):
"""Perform OCR on the selected region of the image"""
try:
x1, y1, x2, y2 = int(bbox[0]), int(bbox[1]), int(bbox[2]), int(bbox[3])
x1, y1 = max(0, x1), max(0, y1)
x2, y2 = min(image.width, x2), min(image.height, y2)
cropped = image.crop((x1, y1, x2, y2))
text = pytesseract.image_to_string(cropped, config='--psm 6').strip()
return text
except Exception as e:
return f"OCR Error: {str(e)}"
def scale_image_to_fixed_size(image, max_width=900, max_height=1100):
"""Scale image to fit within max dimensions while maintaining aspect ratio - NO PADDING"""
# Convert to RGB with proper handling
if image.mode not in ('RGB', 'RGBA'):
image = image.convert('RGB')
elif image.mode == 'RGBA':
background = Image.new('RGB', image.size, (255, 255, 255))
background.paste(image, mask=image.split()[3])
image = background
# Calculate scaling ratio
width_ratio = max_width / image.width
height_ratio = max_height / image.height
ratio = min(width_ratio, height_ratio)
new_width = int(image.width * ratio)
new_height = int(image.height * ratio)
# Always use LANCZOS for highest quality resampling
resized_image = image.resize((new_width, new_height), Image.Resampling.LANCZOS)
# Return without padding - image takes only the space it needs
return resized_image, ratio, 0, 0
def swap_customer_supplier_details(index):
"""Swap customer and supplier details"""
gt_parse = st.session_state.edited_data[index].get('gt_parse', {})
customer_supplier = gt_parse.get('Customer_supplier_details', {})
# Store customer values
temp_customer_name = customer_supplier.get('Customer_name', '')
temp_customer_address = customer_supplier.get('Customer_address', '')
temp_customer_contact = customer_supplier.get('Customer_contact_info', '')
# Swap: Customer ← Supplier
customer_supplier['Customer_name'] = customer_supplier.get('Supplier_name', '')
customer_supplier['Customer_address'] = customer_supplier.get('Supplier_address', '')
customer_supplier['Customer_contact_info'] = customer_supplier.get('Supplier_contact_info', '')
# Swap: Supplier ← Customer (from temp)
customer_supplier['Supplier_name'] = temp_customer_name
customer_supplier['Supplier_address'] = temp_customer_address
customer_supplier['Supplier_contact_info'] = temp_customer_contact
# Update session state
gt_parse['Customer_supplier_details'] = customer_supplier
st.session_state.edited_data[index]['gt_parse'] = gt_parse
st.session_state.modified_indices.add(index)
def get_display_name(record):
"""Get display name from record, handling both file_name and file_names"""
if 'file_name' in record:
return record['file_name']
elif 'file_names' in record and record['file_names']:
if isinstance(record['file_names'], list):
return record['file_names'][0] if record['file_names'] else 'Unnamed'
return record['file_names']
return 'Unnamed'
def find_actual_file(file_name):
"""Find the actual uploaded file matching the given file_name"""
if not file_name:
return None
# FIRST: Check if this is a generated filename from a multi-page PDF (e.g., "12_page1.png")
if file_name.endswith('.png') and '_page' in file_name:
base_name = os.path.splitext(file_name)[0] # Remove .png
# Extract the base name before _pageN
if '_page' in base_name:
pdf_base = base_name.split('_page')[0]
# Try to find the PDF file
if pdf_base + '.pdf' in st.session_state.images:
return pdf_base + '.pdf'
# Also try without any extension in case original didn't have it
for uploaded_name in st.session_state.images.keys():
uploaded_base = os.path.splitext(uploaded_name)[0]
if uploaded_base == pdf_base and uploaded_name.lower().endswith('.pdf'):
return uploaded_name
# Try exact match
if file_name in st.session_state.images:
return file_name
# Try with extensions
for ext in ['.pdf', '.png', '.jpg', '.jpeg', '.tiff', '.tif', '.bmp']:
if file_name + ext in st.session_state.images:
return file_name + ext
# Try matching without extension
for uploaded_name in st.session_state.images.keys():
uploaded_base = os.path.splitext(uploaded_name)[0]
if uploaded_base == file_name:
return uploaded_name
return None
# Initialize session state
if 'data' not in st.session_state:
st.session_state.data = None
if 'current_index' not in st.session_state:
st.session_state.current_index = 0
if 'edited_data' not in st.session_state:
st.session_state.edited_data = None
if 'page' not in st.session_state:
st.session_state.page = 'upload'
if 'images' not in st.session_state:
st.session_state.images = {}
if 'pdf_metadata' not in st.session_state:
st.session_state.pdf_metadata = {} # Store {filename: {'pages': [images], 'current_page': 0}}
if 'current_page_num' not in st.session_state:
st.session_state.current_page_num = {} # Track current page for each file
if 'modified_indices' not in st.session_state:
st.session_state.modified_indices = set()
if 'ocr_active_section' not in st.session_state:
st.session_state.ocr_active_section = None
if 'ocr_active_field' not in st.session_state:
st.session_state.ocr_active_field = None
if 'ocr_line_item_row' not in st.session_state:
st.session_state.ocr_line_item_row = None
if 'canvas_key' not in st.session_state:
st.session_state.canvas_key = 0
if 'line_items_temp' not in st.session_state:
st.session_state.line_items_temp = []
if 'button_clicked' not in st.session_state:
st.session_state.button_clicked = False
if 'save_message' not in st.session_state:
st.session_state.save_message = None
if 'save_message_time' not in st.session_state:
st.session_state.save_message_time = None
if 'just_saved' not in st.session_state:
st.session_state.just_saved = False
if 'just_swapped' not in st.session_state:
st.session_state.just_swapped = False
if 'navigating_page' not in st.session_state:
st.session_state.navigating_page = False
def auto_save(index):
"""Automatically save changes to session state and mark as modified"""
if st.session_state.edited_data:
# Get the current record
current_record = st.session_state.edited_data[index]
# Get original file name
original_file_name = current_record.get('file_name', '')
if not original_file_name and 'file_names' in current_record:
original_file_name = current_record.get('file_names', [])[0] if current_record.get('file_names', []) else ''
# Find actual file
actual_file_name = find_actual_file(original_file_name)
# Update file_name or file_names in the record
new_file_names = get_file_names_from_record(current_record, actual_file_name)
# Remove old keys
if 'file_name' in current_record:
del current_record['file_name']
if 'file_names' in current_record:
del current_record['file_names']
# Create new ordered record with file_name/file_names first
new_record = {}
if isinstance(new_file_names, list):
new_record['file_names'] = new_file_names
else:
new_record['file_name'] = new_file_names
# Add all other fields
for key, value in current_record.items():
new_record[key] = value
# Update the record
st.session_state.edited_data[index] = new_record
st.session_state.data[index] = new_record.copy()
st.session_state.modified_indices.add(index)
def activate_ocr_field(section, field, row_idx=None):
"""Activate OCR for a specific field.
Toggle behavior: if the same field is already active, deactivate it to avoid repeated activations/looping.
Also ensures the line-item expander stays expanded when OCR is requested.
"""
# If the requested field is already active, deactivate it (toggle off)
if (st.session_state.ocr_active_section == section and
st.session_state.ocr_active_field == field and
st.session_state.ocr_line_item_row == row_idx):
st.session_state.ocr_active_section = None
st.session_state.ocr_active_field = None
st.session_state.ocr_line_item_row = None
else:
# Activate new OCR target
st.session_state.ocr_active_section = section
st.session_state.ocr_active_field = field
st.session_state.ocr_line_item_row = row_idx
# If it's a line-item, mark that expander as expanded so it remains open after rerun
if section == 'Line_items' and row_idx is not None:
current_idx = st.session_state.get('current_index', 0)
expander_key = f"line_item_expander_{current_idx}_{row_idx}"
st.session_state[expander_key] = True
# Bump canvas_key to ensure canvas is refreshed/cleared when toggling OCR
st.session_state.canvas_key += 1
st.rerun()
def is_ocr_active(section, field, row_idx=None):
"""Check if this OCR button is currently active"""
return (st.session_state.ocr_active_section == section and
st.session_state.ocr_active_field == field and
st.session_state.ocr_line_item_row == row_idx)
# PAGE 1: Upload Page
if st.session_state.page == 'upload':
st.title("πŸ“€ Remittance Data Viewer with OCR")
st.markdown("### Upload your files to begin")
st.markdown("**Step 1: Upload JSONL File**")
uploaded_file = st.file_uploader("Choose a JSONL file", type=['jsonl', 'json'])
if uploaded_file is not None:
try:
data = load_jsonl(uploaded_file)
st.session_state.data = data
st.session_state.edited_data = data.copy()
st.success(f"βœ… Successfully loaded {len(data)} records!")
except Exception as e:
st.error(f"Error loading file: {str(e)}")
st.markdown("**Step 2: Upload Images/PDFs Folder**")
uploaded_files = st.file_uploader(
"Choose image or PDF files",
type=['png', 'jpg', 'jpeg', 'tiff', 'tif', 'bmp', 'pdf'],
accept_multiple_files=True,
help="Select all images and PDFs from your folder at once"
)
if uploaded_files:
images_dict = {}
pdf_metadata = {}
for file in uploaded_files:
try:
file_ext = file.name.lower().split('.')[-1]
if file_ext == 'pdf':
# Convert PDF to images
pdf_images = pdf_to_images(file)
if pdf_images:
# Store first page as the main image
images_dict[file.name] = pdf_images[0]
# Store all pages in metadata
pdf_metadata[file.name] = {
'pages': pdf_images,
'total_pages': len(pdf_images),
'current_page': 0
}
else:
# Handle regular images
image = Image.open(file)
images_dict[file.name] = image
except Exception as e:
st.warning(f"Could not load file {file.name}: {str(e)}")
st.session_state.images = images_dict
st.session_state.pdf_metadata = pdf_metadata
# Initialize current page tracking
for filename in pdf_metadata.keys():
if filename not in st.session_state.current_page_num:
st.session_state.current_page_num[filename] = 0
if st.session_state.data is not None:
# Get all file names from records (handle both file_name and file_names)
gt_file_names = []
for rec in st.session_state.data:
if 'file_name' in rec and rec['file_name']:
gt_file_names.append(rec['file_name'])
elif 'file_names' in rec and rec['file_names']:
if isinstance(rec['file_names'], list):
gt_file_names.extend(rec['file_names'])
else:
gt_file_names.append(rec['file_names'])
matched_images = set()
unmatched_gt_files = []
# Try to match with and without extensions
for fname in gt_file_names:
if not fname:
continue
# Try exact match first
if fname in images_dict:
matched_images.add(fname)
else:
# Try adding common extensions
found = False
for ext in ['.pdf', '.png', '.jpg', '.jpeg', '.tiff', '.tif', '.bmp']:
if fname + ext in images_dict:
matched_images.add(fname)
found = True
break
# Try matching filename without extension from uploaded files
if not found:
for uploaded_name in images_dict.keys():
uploaded_base = uploaded_name.rsplit('.', 1)[0]
if uploaded_base == fname or uploaded_base == os.path.splitext(fname)[0]:
matched_images.add(fname)
found = True
break
for fname in gt_file_names:
if fname and fname not in matched_images:
unmatched_gt_files.append(fname)
st.success(f"βœ… Successfully loaded {len(images_dict)} files ({len(pdf_metadata)} PDFs)!")
st.info(f"πŸ”Ž Exact matches: {len(matched_images)}/{len([f for f in gt_file_names if f])}")
if unmatched_gt_files:
st.warning(f"⚠️ {len(unmatched_gt_files)} file(s) from JSONL not matched:")
with st.expander(f"Show {len(unmatched_gt_files)} unmatched file names"):
for fname in unmatched_gt_files:
st.text(f" β€’ {fname}")
else:
st.success("βœ… All JSONL file names matched to files!")
else:
st.success(f"βœ… Successfully loaded {len(images_dict)} files ({len(pdf_metadata)} PDFs)!")
st.info("ℹ️ Upload a JSONL file to see how many files match the ground truth 'file_name' field.")
if st.session_state.data is not None:
col1, col2, col3 = st.columns([1, 1, 1])
with col2:
if st.button("Continue to Viewer β†’", type="primary", use_container_width=True):
st.session_state.page = 'viewer'
st.session_state.modified_indices = set()
st.session_state.navigating_page = False
st.rerun()
# PAGE 2: Viewer Page
elif st.session_state.page == 'viewer':
if st.session_state.save_message_time is not None:
if time.time() - st.session_state.save_message_time > 3:
st.session_state.save_message = None
st.session_state.save_message_time = None
today_date = datetime.now().strftime("%Y-%m-%d")
col1, col2, col3, col4 = st.columns([1, 2, 2, 2])
with col1:
if st.button("← Back to Upload"):
st.session_state.page = 'upload'
st.session_state.ocr_active_section = None
st.session_state.ocr_active_field = None
st.session_state.save_message = None
st.session_state.save_message_time = None
st.session_state.navigating_page = False
st.rerun()
with col2:
if st.session_state.modified_indices:
modified_data = [st.session_state.edited_data[i] for i in sorted(st.session_state.modified_indices)]
jsonl_modified = save_to_jsonl(modified_data, transform_filenames=True)
st.download_button(
label=f"⬇️ Download Modified ({len(modified_data)})",
data=jsonl_modified,
file_name=f"modified_remittance_data_{today_date}.jsonl",
mime="application/jsonl",
type="primary",
use_container_width=True
)
else:
st.button("⬇️ No Modified Records", disabled=True, use_container_width=True)
with col3:
if st.session_state.modified_indices:
unmodified_data = [st.session_state.data[i] for i in range(len(st.session_state.data))
if i not in st.session_state.modified_indices]
jsonl_unmodified = save_to_jsonl(unmodified_data, transform_filenames=True)
st.download_button(
label=f"⬇️ Download Unmodified ({len(unmodified_data)})",
data=jsonl_unmodified,
file_name=f"unmodified_remittance_data_{today_date}.jsonl",
mime="application/jsonl",
use_container_width=True
)
else:
st.button("⬇️ No Unmodified Records", disabled=True, use_container_width=True)
with col4:
jsonl_all = save_to_jsonl(st.session_state.edited_data, transform_filenames=True)
st.download_button(
label=f"⬇️ Download All ({len(st.session_state.edited_data)})",
data=jsonl_all,
file_name=f"all_remittance_data_{today_date}.jsonl",
mime="application/jsonl",
use_container_width=True
)
# Get display names for all records
file_names = [get_display_name(record) for record in st.session_state.data or []]
# Guard: no records at all
if not file_names:
st.error("No records loaded. Please upload a JSONL file on the Upload page.")
if st.button("← Back to Upload"):
st.session_state.page = 'upload'
st.rerun()
else:
# Build options (list is safer than range for length checks)
options = list(range(len(file_names)))
# Ensure edited_data exists and has consistent length
if not st.session_state.edited_data or len(st.session_state.edited_data) != len(file_names):
# try to sync edited_data to data
st.session_state.edited_data = (st.session_state.data or []).copy()
# Clamp current_index into valid range
cur_idx = st.session_state.get('current_index', 0)
try:
cur_idx = int(cur_idx)
except Exception:
cur_idx = 0
if cur_idx < 0:
cur_idx = 0
if cur_idx >= len(options):
cur_idx = len(options) - 1
# Show selectbox with a safe index
selected_file = st.selectbox(
"Select a file to view:",
options=options,
format_func=lambda x: f"{'✏️ ' if x in st.session_state.modified_indices else ''}{file_names[x]}",
index=cur_idx
)
# Persist chosen index
st.session_state.current_index = selected_file
# Safe access to the current record
current_record = st.session_state.edited_data[selected_file]
left_col, right_col = st.columns([1.6, 1.0], gap="small")
# LEFT SIDE: Image Display with OCR Canvas
with left_col:
with st.container(height=700, border=False):
# Get file name from record
original_file_name = get_display_name(current_record)
if original_file_name:
# Find the actual file name
actual_file_name = find_actual_file(original_file_name)
if actual_file_name:
# Check if this is a PDF with multiple pages
is_pdf = actual_file_name in st.session_state.pdf_metadata
if is_pdf:
pdf_meta = st.session_state.pdf_metadata[actual_file_name]
total_pages = pdf_meta['total_pages']
current_page = st.session_state.current_page_num.get(actual_file_name, 0)
# PDF Navigation Header
col_prev, col_info, col_next = st.columns([1, 2, 1])
with col_prev:
prev_clicked = st.button("⬅️ Previous", key=f"prev_page_{selected_file}_{actual_file_name}",
disabled=(current_page == 0), use_container_width=True)
with col_info:
st.markdown(f"<div style='text-align: center; padding: 5px;'><b>πŸ“„ Page {current_page + 1} of {total_pages}</b></div>", unsafe_allow_html=True)
with col_next:
next_clicked = st.button("Next ➑️", key=f"next_page_{selected_file}_{actual_file_name}",
disabled=(current_page >= total_pages - 1), use_container_width=True)
# Handle navigation only if not already navigating
if not st.session_state.navigating_page:
if prev_clicked:
st.session_state.navigating_page = True
st.session_state.current_page_num[actual_file_name] = max(0, current_page - 1)
st.session_state.canvas_key += 1
st.session_state.ocr_active_section = None
st.session_state.ocr_active_field = None
st.rerun()
elif next_clicked:
st.session_state.navigating_page = True
st.session_state.current_page_num[actual_file_name] = min(total_pages - 1, current_page + 1)
st.session_state.canvas_key += 1
st.session_state.ocr_active_section = None
st.session_state.ocr_active_field = None
st.rerun()
else:
# Reset the flag after rerun
st.session_state.navigating_page = False
# Determine if PDF and get the appropriate image
is_pdf = actual_file_name in st.session_state.pdf_metadata
if is_pdf:
# Get the current page image
current_page = st.session_state.current_page_num.get(actual_file_name, 0)
pdf_meta = st.session_state.pdf_metadata[actual_file_name]
current_image = pdf_meta['pages'][current_page]
else:
current_image = st.session_state.images[actual_file_name]
if current_image:
# Scale to a reasonable size so canvas doesn't become excessively large
scaled_image, scale_ratio, paste_x, paste_y = scale_image_to_fixed_size(current_image)
# Render the canvas. Its internal canvas will be constrained by the wrapper due to CSS above.
canvas_result = st_canvas(
fill_color="rgba(255, 165, 0, 0.3)",
stroke_width=2,
stroke_color="#FF0000",
background_image=scaled_image,
update_streamlit=True,
height=scaled_image.height,
width=scaled_image.width,
drawing_mode="rect",
key=f"canvas_{selected_file}_{st.session_state.canvas_key}",
)
# Only attempt OCR if there's an active OCR target AND the user has drawn something (objects exist)
if canvas_result.json_data is not None and st.session_state.ocr_active_field:
objects = canvas_result.json_data.get("objects", [])
if len(objects) > 0:
rect = objects[-1]
bbox = [
(rect["left"] - paste_x) / scale_ratio,
(rect["top"] - paste_y) / scale_ratio,
(rect["left"] + rect["width"] - paste_x) / scale_ratio,
(rect["top"] + rect["height"] - paste_y) / scale_ratio
]
with st.spinner("Performing OCR..."):
ocr_text = perform_ocr(current_image, bbox)
if ocr_text and not ocr_text.startswith("OCR Error"):
st.success(f"βœ… OCR Result: {ocr_text}")
gt_parse = st.session_state.edited_data[selected_file].get('gt_parse', {})
if st.session_state.ocr_active_section == 'Line_items':
line_items = gt_parse.get('Line_items', [])
row_idx = st.session_state.ocr_line_item_row
if row_idx is not None and row_idx < len(line_items):
line_items[row_idx][st.session_state.ocr_active_field] = ocr_text
gt_parse['Line_items'] = line_items
# ensure expander stays open for this row after OCR
expander_key = f"line_item_expander_{selected_file}_{row_idx}"
st.session_state[expander_key] = True
else:
section = st.session_state.ocr_active_section
field = st.session_state.ocr_active_field
if section not in gt_parse:
gt_parse[section] = {}
gt_parse[section][field] = ocr_text
st.session_state.edited_data[selected_file]['gt_parse'] = gt_parse
st.session_state.modified_indices.add(selected_file)
# Keep the OCR field active so user can draw multiple rectangles for the same field
# Field will only change when user clicks a different OCR button
# Clear canvas for next OCR by bumping canvas_key then rerun
st.session_state.canvas_key += 1
st.rerun()
else:
st.error(ocr_text)
else:
st.error(f"❌ File '{original_file_name}' not found in uploaded files")
st.info("πŸ’‘ Available files:")
with st.expander("Show available files"):
for img_name in list(st.session_state.images.keys())[:20]:
st.text(f" β€’ {img_name}")
if len(st.session_state.images) > 20:
st.text(f" ... and {len(st.session_state.images) - 20} more")
else:
st.warning("No file name specified in record")
# RIGHT SIDE: Editable Details
with right_col:
with st.container(height=700, border=False):
st.markdown("### πŸ“ Document Details")
gt_parse = st.session_state.edited_data[selected_file].get('gt_parse', {})
tab1, tab2, tab3, tab4 = st.tabs([
"πŸ“„ Remittance Details",
"πŸ‘₯ Party Details",
"🏦 Bank Details",
"πŸ“‹ Line Items"
])
# TAB 1: Remittance Details
with tab1:
remittance = gt_parse.get('Remittance_details', {})
# Each field with OCR button
col_input, col_btn = st.columns([5, 1])
with col_input:
remittance['Remittance_adv_no'] = st.text_input(
"Remittance Advice No",
value=remittance.get('Remittance_adv_no', ''),
key=f"rem_adv_no_{selected_file}"
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_rem_adv_no_{selected_file}",
type="primary" if is_ocr_active('Remittance_details', 'Remittance_adv_no') else "secondary"):
activate_ocr_field('Remittance_details', 'Remittance_adv_no')
col_input, col_btn = st.columns([5, 1])
with col_input:
remittance['Remittance_adv_date'] = st.text_input(
"Remittance Advice Date",
value=remittance.get('Remittance_adv_date', ''),
key=f"rem_adv_date_{selected_file}"
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_rem_adv_date_{selected_file}",
type="primary" if is_ocr_active('Remittance_details', 'Remittance_adv_date') else "secondary"):
activate_ocr_field('Remittance_details', 'Remittance_adv_date')
col_input, col_btn = st.columns([5, 1])
with col_input:
remittance['Payment_method'] = st.text_input(
"Payment Method",
value=remittance.get('Payment_method', ''),
key=f"payment_method_{selected_file}"
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_payment_method_{selected_file}",
type="primary" if is_ocr_active('Remittance_details', 'Payment_method') else "secondary"):
activate_ocr_field('Remittance_details', 'Payment_method')
col_input, col_btn = st.columns([5, 1])
with col_input:
remittance['FCY'] = st.text_input(
"FCY (Foreign Currency)",
value=remittance.get('FCY', ''),
key=f"fcy_{selected_file}"
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_fcy_{selected_file}",
type="primary" if is_ocr_active('Remittance_details', 'FCY') else "secondary"):
activate_ocr_field('Remittance_details', 'FCY')
col_input, col_btn = st.columns([5, 1])
with col_input:
remittance['Total_payment_amt_FCY'] = st.text_input(
"Total Payment Amount (FCY)",
value=remittance.get('Total_payment_amt_FCY', ''),
key=f"total_payment_{selected_file}"
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_total_payment_{selected_file}",
type="primary" if is_ocr_active('Remittance_details', 'Total_payment_amt_FCY') else "secondary"):
activate_ocr_field('Remittance_details', 'Total_payment_amt_FCY')
col_input, col_btn = st.columns([5, 1])
with col_input:
remittance['Payment_date'] = st.text_input(
"Payment Date",
value=remittance.get('Payment_date', ''),
key=f"payment_date_{selected_file}"
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_payment_date_{selected_file}",
type="primary" if is_ocr_active('Remittance_details', 'Payment_date') else "secondary"):
activate_ocr_field('Remittance_details', 'Payment_date')
col_input, col_btn = st.columns([5, 1])
with col_input:
remittance['Payment_ref_no'] = st.text_input(
"Payment Reference No",
value=remittance.get('Payment_ref_no', ''),
key=f"payment_ref_{selected_file}"
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_payment_ref_{selected_file}",
type="primary" if is_ocr_active('Remittance_details', 'Payment_ref_no') else "secondary"):
activate_ocr_field('Remittance_details', 'Payment_ref_no')
gt_parse['Remittance_details'] = remittance
# TAB 2: Customer/Supplier Details with SWAP button
with tab2:
# SWAP BUTTON - Centered and prominent
col1, col2, col3 = st.columns([1, 2, 1])
with col2:
if st.button("πŸ”„ Swap Customer ↔ Supplier", key=f"swap_btn_{selected_file}",
type="primary", use_container_width=True):
if not st.session_state.just_swapped:
st.session_state.just_swapped = True
swap_customer_supplier_details(selected_file)
st.rerun()
# Reset the flag after rerun
if st.session_state.just_swapped:
st.session_state.just_swapped = False
st.markdown("**Customer Details**")
customer_supplier = gt_parse.get('Customer_supplier_details', {})
col_input, col_btn = st.columns([5, 1])
with col_input:
customer_supplier['Customer_name'] = st.text_input(
"Customer Name",
value=customer_supplier.get('Customer_name', ''),
key=f"cust_name_{selected_file}"
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_cust_name_{selected_file}",
type="primary" if is_ocr_active('Customer_supplier_details', 'Customer_name') else "secondary"):
activate_ocr_field('Customer_supplier_details', 'Customer_name')
col_input, col_btn = st.columns([5, 1])
with col_input:
customer_supplier['Customer_address'] = st.text_area(
"Customer Address",
value=customer_supplier.get('Customer_address', ''),
key=f"cust_addr_{selected_file}",
height=60
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_cust_addr_{selected_file}",
type="primary" if is_ocr_active('Customer_supplier_details', 'Customer_address') else "secondary"):
activate_ocr_field('Customer_supplier_details', 'Customer_address')
col_input, col_btn = st.columns([5, 1])
with col_input:
customer_supplier['Customer_contact_info'] = st.text_input(
"Customer Contact Info",
value=customer_supplier.get('Customer_contact_info', ''),
key=f"cust_contact_{selected_file}"
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_cust_contact_{selected_file}",
type="primary" if is_ocr_active('Customer_supplier_details', 'Customer_contact_info') else "secondary"):
activate_ocr_field('Customer_supplier_details', 'Customer_contact_info')
st.markdown("**Supplier Details**")
col_input, col_btn = st.columns([5, 1])
with col_input:
customer_supplier['Supplier_name'] = st.text_input(
"Supplier Name",
value=customer_supplier.get('Supplier_name', ''),
key=f"supp_name_{selected_file}"
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_supp_name_{selected_file}",
type="primary" if is_ocr_active('Customer_supplier_details', 'Supplier_name') else "secondary"):
activate_ocr_field('Customer_supplier_details', 'Supplier_name')
col_input, col_btn = st.columns([5, 1])
with col_input:
customer_supplier['Supplier_address'] = st.text_area(
"Supplier Address",
value=customer_supplier.get('Supplier_address', ''),
key=f"supp_addr_{selected_file}",
height=60
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_supp_addr_{selected_file}",
type="primary" if is_ocr_active('Customer_supplier_details', 'Supplier_address') else "secondary"):
activate_ocr_field('Customer_supplier_details', 'Supplier_address')
col_input, col_btn = st.columns([5, 1])
with col_input:
customer_supplier['Supplier_contact_info'] = st.text_input(
"Supplier Contact Info",
value=customer_supplier.get('Supplier_contact_info', ''),
key=f"supp_contact_{selected_file}"
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_supp_contact_{selected_file}",
type="primary" if is_ocr_active('Customer_supplier_details', 'Supplier_contact_info') else "secondary"):
activate_ocr_field('Customer_supplier_details', 'Supplier_contact_info')
gt_parse['Customer_supplier_details'] = customer_supplier
# TAB 3: Bank Details
with tab3:
bank = gt_parse.get('Bank_details', {})
col_input, col_btn = st.columns([5, 1])
with col_input:
bank['Bank_name'] = st.text_input(
"Bank Name",
value=bank.get('Bank_name', ''),
key=f"bank_name_{selected_file}"
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_bank_name_{selected_file}",
type="primary" if is_ocr_active('Bank_details', 'Bank_name') else "secondary"):
activate_ocr_field('Bank_details', 'Bank_name')
col_input, col_btn = st.columns([5, 1])
with col_input:
bank['Bank_acc_no'] = st.text_input(
"Bank Account No",
value=bank.get('Bank_acc_no', ''),
key=f"bank_acc_{selected_file}"
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_bank_acc_{selected_file}",
type="primary" if is_ocr_active('Bank_details', 'Bank_acc_no') else "secondary"):
activate_ocr_field('Bank_details', 'Bank_acc_no')
col_input, col_btn = st.columns([5, 1])
with col_input:
bank['Bank_routing_no'] = st.text_input(
"Bank Routing No",
value=bank.get('Bank_routing_no', ''),
key=f"bank_routing_{selected_file}"
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_bank_routing_{selected_file}",
type="primary" if is_ocr_active('Bank_details', 'Bank_routing_no') else "secondary"):
activate_ocr_field('Bank_details', 'Bank_routing_no')
col_input, col_btn = st.columns([5, 1])
with col_input:
bank['Swift_code'] = st.text_input(
"SWIFT Code",
value=bank.get('Swift_code', ''),
key=f"swift_{selected_file}"
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_swift_{selected_file}",
type="primary" if is_ocr_active('Bank_details', 'Swift_code') else "secondary"):
activate_ocr_field('Bank_details', 'Swift_code')
gt_parse['Bank_details'] = bank
# TAB 4: Line Items
with tab4:
current_gt_parse = st.session_state.edited_data[selected_file].get('gt_parse', {})
line_items = current_gt_parse.get('Line_items', [])
# Add/Remove row buttons
col_add, col_remove = st.columns([1, 1])
with col_add:
if st.button("βž• Add New Row", key=f"add_row_{selected_file}", use_container_width=True):
if not st.session_state.button_clicked:
st.session_state.button_clicked = True
new_row = {
"Po_number": "", "Invoice_no": "", "Other_doc_ref_no": "",
"Invoice_date": "", "Invoice_amount_FCY": "",
"Amount_paid_for_each_invoice": "", "Outstanding_balance_FCY": "",
"Discounts_taken_FCY": "", "Adjustments(without_holding_tax)_FCY": "",
"Descriptions": ""
}
current_gt_parse = st.session_state.edited_data[selected_file].get('gt_parse', {})
current_line_items = current_gt_parse.get('Line_items', [])
current_line_items.append(new_row)
current_gt_parse['Line_items'] = current_line_items
st.session_state.edited_data[selected_file]['gt_parse'] = current_gt_parse
st.session_state.modified_indices.add(selected_file)
# Ensure the newly added row's expander is open
new_idx = len(current_line_items) - 1
expander_key_new = f"line_item_expander_{selected_file}_{new_idx}"
st.session_state[expander_key_new] = True
st.rerun()
with col_remove:
if st.button("βž– Remove Last Row", key=f"remove_row_{selected_file}",
disabled=(len(line_items) == 0), use_container_width=True):
if not st.session_state.button_clicked and len(line_items) > 0:
st.session_state.button_clicked = True
current_gt_parse = st.session_state.edited_data[selected_file].get('gt_parse', {})
current_line_items = current_gt_parse.get('Line_items', [])
N = len(current_line_items)
current_line_items.pop()
current_gt_parse['Line_items'] = current_line_items
st.session_state.edited_data[selected_file]['gt_parse'] = current_gt_parse
st.session_state.modified_indices.add(selected_file)
# Remove the expander flag for the popped row (if present)
popped_idx = N - 1
expander_key_popped = f"line_item_expander_{selected_file}_{popped_idx}"
if expander_key_popped in st.session_state:
del st.session_state[expander_key_popped]
st.rerun()
if st.session_state.button_clicked:
st.session_state.button_clicked = False
# Display each row as an expander with OCR buttons
current_gt_parse = st.session_state.edited_data[selected_file].get('gt_parse', {})
line_items = current_gt_parse.get('Line_items', [])
if line_items:
for idx, item in enumerate(line_items):
# Use a persistent session_state flag so expansion state is preserved across reruns.
expander_key = f"line_item_expander_{selected_file}_{idx}"
expanded_default = st.session_state.get(expander_key, False)
# Note: do NOT pass a 'key' arg to st.expander to maintain compatibility; control expanded via session_state flag.
with st.expander(f"**Row {idx + 1}** - Invoice: {item.get('Invoice_no', 'N/A')}", expanded=expanded_default):
# PO Number
col_input, col_btn = st.columns([5, 1])
with col_input:
item['Po_number'] = st.text_input(
"PO Number",
value=item.get('Po_number', ''),
key=f"po_num_{selected_file}_{idx}"
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_po_{selected_file}_{idx}",
type="primary" if is_ocr_active('Line_items', 'Po_number', idx) else "secondary"):
# ensure expander stays open when user explicitly requests OCR
st.session_state[expander_key] = True
activate_ocr_field('Line_items', 'Po_number', idx)
# Invoice No
col_input, col_btn = st.columns([5, 1])
with col_input:
item['Invoice_no'] = st.text_input(
"Invoice No",
value=item.get('Invoice_no', ''),
key=f"inv_no_{selected_file}_{idx}"
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_inv_{selected_file}_{idx}",
type="primary" if is_ocr_active('Line_items', 'Invoice_no', idx) else "secondary"):
st.session_state[expander_key] = True
activate_ocr_field('Line_items', 'Invoice_no', idx)
# Other Doc Ref No
col_input, col_btn = st.columns([5, 1])
with col_input:
item['Other_doc_ref_no'] = st.text_input(
"Other Doc Ref No",
value=item.get('Other_doc_ref_no', ''),
key=f"other_doc_{selected_file}_{idx}"
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_other_{selected_file}_{idx}",
type="primary" if is_ocr_active('Line_items', 'Other_doc_ref_no', idx) else "secondary"):
st.session_state[expander_key] = True
activate_ocr_field('Line_items', 'Other_doc_ref_no', idx)
# Invoice Date
col_input, col_btn = st.columns([5, 1])
with col_input:
item['Invoice_date'] = st.text_input(
"Invoice Date",
value=item.get('Invoice_date', ''),
key=f"inv_date_{selected_file}_{idx}"
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_inv_date_{selected_file}_{idx}",
type="primary" if is_ocr_active('Line_items', 'Invoice_date', idx) else "secondary"):
st.session_state[expander_key] = True
activate_ocr_field('Line_items', 'Invoice_date', idx)
# Invoice Amount FCY
col_input, col_btn = st.columns([5, 1])
with col_input:
item['Invoice_amount_FCY'] = st.text_input(
"Invoice Amount FCY",
value=item.get('Invoice_amount_FCY', ''),
key=f"inv_amt_{selected_file}_{idx}"
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_inv_amt_{selected_file}_{idx}",
type="primary" if is_ocr_active('Line_items', 'Invoice_amount_FCY', idx) else "secondary"):
st.session_state[expander_key] = True
activate_ocr_field('Line_items', 'Invoice_amount_FCY', idx)
# Amount Paid
col_input, col_btn = st.columns([5, 1])
with col_input:
item['Amount_paid_for_each_invoice'] = st.text_input(
"Amount Paid",
value=item.get('Amount_paid_for_each_invoice', ''),
key=f"amt_paid_{selected_file}_{idx}"
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_amt_paid_{selected_file}_{idx}",
type="primary" if is_ocr_active('Line_items', 'Amount_paid_for_each_invoice', idx) else "secondary"):
st.session_state[expander_key] = True
activate_ocr_field('Line_items', 'Amount_paid_for_each_invoice', idx)
# Outstanding Balance
col_input, col_btn = st.columns([5, 1])
with col_input:
item['Outstanding_balance_FCY'] = st.text_input(
"Outstanding Balance FCY",
value=item.get('Outstanding_balance_FCY', ''),
key=f"out_bal_{selected_file}_{idx}"
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_out_bal_{selected_file}_{idx}",
type="primary" if is_ocr_active('Line_items', 'Outstanding_balance_FCY', idx) else "secondary"):
st.session_state[expander_key] = True
activate_ocr_field('Line_items', 'Outstanding_balance_FCY', idx)
# Discounts
col_input, col_btn = st.columns([5, 1])
with col_input:
item['Discounts_taken_FCY'] = st.text_input(
"Discounts Taken FCY",
value=item.get('Discounts_taken_FCY', ''),
key=f"disc_{selected_file}_{idx}"
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_disc_{selected_file}_{idx}",
type="primary" if is_ocr_active('Line_items', 'Discounts_taken_FCY', idx) else "secondary"):
st.session_state[expander_key] = True
activate_ocr_field('Line_items', 'Discounts_taken_FCY', idx)
# Adjustments
col_input, col_btn = st.columns([5, 1])
with col_input:
item['Adjustments(without_holding_tax)_FCY'] = st.text_input(
"Adjustments FCY",
value=item.get('Adjustments(without_holding_tax)_FCY', ''),
key=f"adj_{selected_file}_{idx}"
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_adj_{selected_file}_{idx}",
type="primary" if is_ocr_active('Line_items', 'Adjustments(without_holding_tax)_FCY', idx) else "secondary"):
st.session_state[expander_key] = True
activate_ocr_field('Line_items', 'Adjustments(without_holding_tax)_FCY', idx)
# Descriptions
col_input, col_btn = st.columns([5, 1])
with col_input:
item['Descriptions'] = st.text_area(
"Descriptions",
value=item.get('Descriptions', ''),
key=f"desc_{selected_file}_{idx}",
height=60
)
with col_btn:
st.markdown("<br>", unsafe_allow_html=True)
if st.button("πŸ”", key=f"ocr_desc_{selected_file}_{idx}",
type="primary" if is_ocr_active('Line_items', 'Descriptions', idx) else "secondary"):
st.session_state[expander_key] = True
activate_ocr_field('Line_items', 'Descriptions', idx)
# Update line items back to gt_parse
current_gt_parse['Line_items'] = line_items
st.markdown("**πŸ“Š Line Items Summary Table**")
# Display summary table with index starting from 1
df = pd.DataFrame(line_items)
df.index = df.index + 1 # Start index from 1
df.index.name = 'SL No'
st.dataframe(
df,
use_container_width=True,
height=300
)
else:
st.info("No line items. Click 'βž• Add New Row' to add a new row.")
st.session_state.edited_data[selected_file]['gt_parse'] = gt_parse
# Save button
col1, col2 = st.columns([1, 1])
with col1:
if st.button("πŸ’Ύ Save Changes", type="primary", use_container_width=True, key=f"save_btn_{selected_file}"):
if not st.session_state.just_saved:
st.session_state.just_saved = True
auto_save(selected_file)
st.session_state.save_message = "βœ… Changes saved successfully!"
st.session_state.save_message_time = time.time()
st.rerun()
if st.session_state.just_saved:
st.session_state.just_saved = False
if st.session_state.save_message:
st.success(st.session_state.save_message)