Datasets:

Modalities:
Image
ArXiv:
License:
FLAIR-HUB / flair-hub-HF-dl.py
AGarioud's picture
Upload flair-hub-HF-dl.py
0f28df8 verified
import os
import time
import threading
import tkinter as tk
from tkinter import ttk, messagebox, filedialog
from huggingface_hub import HfApi, hf_hub_download
# ============================================================
# CONFIG
# ============================================================
DATASET_ID = "IGNF/FLAIR-HUB"
DEFAULT_DOWNLOAD_DIR = "./FLAIR-HUB_download"
os.environ["HF_HUB_DISABLE_PROGRESS_BARS"] = "1"
api = HfApi()
checkbox_state = {}
file_sizes = {}
stop_flag = threading.Event()
dataset_files = []
# ============================================================
# HELPER FUNCTIONS
# ============================================================
def human_bytes(num):
if num is None:
return "unknown"
for unit in ["B", "KB", "MB", "GB", "TB"]:
if num < 1024:
return f"{num:.1f} {unit}"
num /= 1024
return f"{num:.1f} PB"
def parse_zip_metadata(path: str):
"""
Parse data ZIP filename of the form:
DOMAIN-YEAR_MODALITY_DATATYPE.zip
Example:
data/D004-2021_AERIAL_RGBI_IMS.zip
-> domain=D004, year=2021, modality=AERIAL_RGBI, datatype=IMS
"""
name = os.path.basename(path)
if not name.lower().endswith(".zip"):
return None
if name == "GLOBAL_ALL_MTD.zip":
return None
stem = name[:-4]
if "-" not in stem:
return None
domain, rest = stem.split("-", 1)
parts = rest.split("_")
year = parts[0] if parts and parts[0].isdigit() else None
modality = None
datatype = None
if len(parts) >= 2:
if len(parts) >= 3:
datatype = parts[-1]
modality = "_".join(parts[1:-1])
else:
modality = parts[1]
return {
"path": path,
"name": name,
"domain": domain,
"year": year,
"modality": modality,
"datatype": datatype,
}
# ============================================================
# MAIN WINDOW & STYLES
# ============================================================
root = tk.Tk()
root.title("FLAIR-HUB Dataset Download Tool")
root.geometry("1100x780")
root.minsize(860, 620)
BG_MAIN = "#020617"
BG_CARD = "#111827"
ACCENT = "#98c220"
ACCENT_H = "#b4de34"
FG_TEXT = "#e5e7eb"
FG_MUTED = "#9ca3af"
BORDER = "#1f2937"
LIST_BG = "#f9fafb"
LIST_FG = "#111827"
LIST_SEL_BG = "#d1fae5"
LIST_SEL_FG = "#065f46"
style = ttk.Style()
if "clam" in style.theme_names():
style.theme_use("clam")
BASE_FONT = ("Segoe UI", 10)
INFO_FONT = ("Consolas", 9)
LOG_FONT = ("Consolas", 9)
root.option_add("*Font", BASE_FONT)
root.configure(bg=BG_MAIN)
style.configure("TFrame", background=BG_MAIN)
style.configure("Card.TFrame", background=BG_CARD)
style.configure(
"Treeview",
background=LIST_BG,
fieldbackground=LIST_BG,
foreground=LIST_FG,
rowheight=24,
borderwidth=0,
highlightthickness=0,
)
style.map(
"Treeview",
background=[("selected", LIST_SEL_BG)],
foreground=[("selected", LIST_SEL_FG)],
)
style.configure(
"Accent.TButton",
background="#111827",
foreground=FG_TEXT,
padding=(10, 4),
relief="flat",
borderwidth=1,
)
style.map(
"Accent.TButton",
background=[
("active", "#1f2937"),
("pressed", "#111827"),
("disabled", "#111827"),
],
foreground=[
("disabled", FG_MUTED),
],
)
style.configure(
"Primary.TButton",
background=ACCENT,
foreground="#030712",
padding=(12, 5),
relief="flat",
borderwidth=0,
font=("Segoe UI", 10, "bold"),
)
style.map(
"Primary.TButton",
background=[
("active", ACCENT_H),
("pressed", ACCENT),
("disabled", "#4b5563"),
],
foreground=[
("disabled", "#111827"),
],
)
style.configure(
"Accent.Horizontal.TProgressbar",
troughcolor=BG_MAIN,
bordercolor=BG_MAIN,
background=ACCENT,
lightcolor=ACCENT,
darkcolor=ACCENT,
)
root.update_idletasks()
w = root.winfo_width()
h = root.winfo_height()
x = (root.winfo_screenwidth() // 2) - (w // 2)
y = (root.winfo_screenheight() // 2) - (h // 2)
root.geometry(f"{w}x{h}+{x}+{y}")
# ============================================================
# LAYOUT
# ============================================================
main_paned = ttk.Panedwindow(root, orient=tk.VERTICAL)
main_paned.pack(fill=tk.BOTH, expand=True, padx=10, pady=(8, 4))
info_outer = tk.Frame(
main_paned,
bg=BG_MAIN,
)
info_frame = tk.Frame(
info_outer,
bg=BG_CARD,
highlightbackground=BORDER,
highlightthickness=1,
bd=0,
)
info_frame.pack(fill=tk.BOTH, expand=True)
main_paned.add(info_outer, weight=1)
info_label = tk.Label(
info_frame,
text="Dataset Information",
font=("Segoe UI", 11, "bold"),
bg=BG_CARD,
fg=FG_TEXT,
)
info_label.pack(anchor="w", pady=(8, 4), padx=8)
info_text = tk.Text(
info_frame,
height=7,
wrap="word",
font=INFO_FONT,
bg=BG_MAIN,
fg=FG_TEXT,
bd=0,
relief="flat",
)
info_text.pack(fill=tk.BOTH, expand=True, padx=8, pady=(0, 8))
# ============================================================
# FILES AREA (filters + two-column panel)
# ============================================================
files_outer = tk.Frame(root, bg=BG_MAIN)
files_card = tk.Frame(
files_outer,
bg=BG_CARD,
highlightbackground=BORDER,
highlightthickness=1,
bd=0,
)
files_card.pack(fill=tk.BOTH, expand=True)
main_paned.add(files_outer, weight=3)
tree_frame = ttk.Frame(files_card, style="Card.TFrame")
tree_frame.pack(fill=tk.BOTH, expand=True, padx=6, pady=6)
filter_bar = ttk.Frame(tree_frame, padding=(4, 4), style="Card.TFrame")
filter_bar.pack(side=tk.TOP, fill=tk.X)
filter_title = ttk.Label(
filter_bar,
text="Filters",
font=("Segoe UI", 10, "bold"),
background=BG_CARD,
foreground=FG_TEXT,
)
filter_title.grid(row=0, column=0, padx=(0, 8), sticky="w")
domain_var = tk.StringVar(value="All")
year_var = tk.StringVar(value="All")
modality_var = tk.StringVar(value="All")
datatype_var = tk.StringVar(value="All")
domain_label = ttk.Label(filter_bar, text="Domain", background=BG_CARD, foreground=FG_MUTED)
year_label = ttk.Label(filter_bar, text="Year", background=BG_CARD, foreground=FG_MUTED)
modality_label = ttk.Label(filter_bar, text="Modality", background=BG_CARD, foreground=FG_MUTED)
datatype_label = ttk.Label(filter_bar, text="Data type", background=BG_CARD, foreground=FG_MUTED)
domain_cb = ttk.Combobox(filter_bar, textvariable=domain_var, state="readonly", width=12, values=["All"])
year_cb = ttk.Combobox(filter_bar, textvariable=year_var, state="readonly", width=8, values=["All"])
modality_cb = ttk.Combobox(filter_bar, textvariable=modality_var, state="readonly", width=14, values=["All"])
datatype_cb = ttk.Combobox(filter_bar, textvariable=datatype_var, state="readonly", width=10, values=["All"])
domain_label.grid(row=0, column=1, sticky="w", padx=(0, 2))
domain_cb.grid(row=0, column=2, padx=(2, 8))
year_label.grid(row=0, column=3, sticky="w", padx=(0, 2))
year_cb.grid(row=0, column=4, padx=(2, 8))
modality_label.grid(row=0, column=5, sticky="w", padx=(0, 2))
modality_cb.grid(row=0, column=6, padx=(2, 8))
datatype_label.grid(row=0, column=7, sticky="w", padx=(0, 2))
datatype_cb.grid(row=0, column=8, padx=(2, 8))
def reset_filters():
domain_var.set("All")
year_var.set("All")
modality_var.set("All")
datatype_var.set("All")
apply_filters()
def show_metadata_only():
domain_var.set("GLOBAL")
year_var.set("All")
modality_var.set("GLOBAL")
datatype_var.set("MTD")
apply_filters()
metadata_btn = ttk.Button(filter_bar, text="Metadata", style="Accent.TButton", command=show_metadata_only)
metadata_btn.grid(row=0, column=9, padx=(4, 0), sticky="w")
reset_btn = ttk.Button(filter_bar, text="Reset", style="Accent.TButton", command=reset_filters)
reset_btn.grid(row=0, column=10, padx=(4, 0), sticky="w")
for col in range(11):
filter_bar.columnconfigure(col, weight=0)
files_split = ttk.Panedwindow(tree_frame, orient=tk.HORIZONTAL)
files_split.pack(side=tk.TOP, fill=tk.BOTH, expand=True, pady=(4, 0))
left_files_frame = ttk.Frame(files_split, padding=(0, 4), style="Card.TFrame")
files_split.add(left_files_frame, weight=3)
left_label = ttk.Label(
left_files_frame,
text="Available files",
font=("Segoe UI", 10, "bold"),
background=BG_CARD,
foreground=FG_TEXT,
)
left_label.pack(anchor="w", padx=(2, 0))
left_container = ttk.Frame(left_files_frame, style="Card.TFrame")
left_container.pack(fill=tk.BOTH, expand=True, pady=(2, 0))
left_scroll = ttk.Scrollbar(left_container, orient=tk.VERTICAL)
left_scroll.pack(side=tk.RIGHT, fill=tk.Y)
file_tree = ttk.Treeview(left_container, yscrollcommand=left_scroll.set, selectmode="none")
file_tree.pack(fill=tk.BOTH, expand=True)
left_scroll.config(command=file_tree.yview)
file_tree["columns"] = ()
file_tree.column("#0", anchor=tk.W, stretch=True)
file_tree["show"] = "tree"
right_selected_frame = ttk.Frame(files_split, padding=(8, 4), style="Card.TFrame")
files_split.add(right_selected_frame, weight=2)
right_title_bar = tk.Frame(right_selected_frame, bg=BG_CARD)
right_title_bar.pack(fill=tk.X, pady=(0, 2))
right_label = tk.Label(
right_title_bar,
text="Selected files",
font=("Segoe UI", 10, "bold"),
bg=BG_CARD,
fg=FG_TEXT,
)
right_label.pack(side=tk.LEFT)
badge_label = tk.Label(
right_title_bar,
text="[ 0 file — 0 ]",
font=("Segoe UI", 9, "bold"),
bg=ACCENT,
fg="#111827",
padx=8,
pady=2,
)
badge_label.pack(side=tk.RIGHT, padx=4)
selected_container = ttk.Frame(right_selected_frame, style="Card.TFrame")
selected_container.pack(fill=tk.BOTH, expand=True, pady=(2, 0))
selected_scroll = ttk.Scrollbar(selected_container, orient=tk.VERTICAL)
selected_scroll.pack(side=tk.RIGHT, fill=tk.Y)
selected_listbox = tk.Listbox(
selected_container,
height=10,
font=LOG_FONT,
bg=LIST_BG,
fg=LIST_FG,
bd=0,
relief="flat",
selectbackground=LIST_SEL_BG,
selectforeground=LIST_SEL_FG,
)
selected_listbox.pack(fill=tk.BOTH, expand=True)
selected_listbox.config(yscrollcommand=selected_scroll.set)
selected_scroll.config(command=selected_listbox.yview)
def update_selected_panel():
"""Refresh the right-hand 'selected files' list and the badge."""
selected_listbox.delete(0, tk.END)
total_bytes = 0
selected_items = [m for m in dataset_files if checkbox_state.get(m["path"], False)]
for meta in sorted(selected_items, key=lambda m: m["name"]):
selected_listbox.insert(tk.END, meta["name"])
if meta.get("size_bytes") is not None:
total_bytes += meta["size_bytes"]
count = len(selected_items)
size_str = human_bytes(total_bytes) if total_bytes > 0 else "0"
badge_label.config(
text=f"[ {count} file{'s' if count != 1 else ''}{size_str} ]"
)
# ============================================================
# BOTTOM CONTROLS / LOGS
# ============================================================
bottom_outer = tk.Frame(root, bg=BG_MAIN)
bottom_card = tk.Frame(
bottom_outer,
bg=BG_CARD,
highlightbackground=BORDER,
highlightthickness=1,
bd=0,
)
bottom_card.pack(fill=tk.X, padx=10, pady=(2, 0))
bottom_outer.pack(fill=tk.X)
bottom_frame = ttk.Frame(bottom_card, padding=(10, 8), style="Card.TFrame")
bottom_frame.pack(fill=tk.X)
path_label = ttk.Label(bottom_frame, text="Download to:", background=BG_CARD, foreground=FG_MUTED)
path_label.grid(row=0, column=0, sticky="w")
download_path = ttk.Entry(bottom_frame)
download_path.insert(0, DEFAULT_DOWNLOAD_DIR)
download_path.grid(row=0, column=1, sticky="ew", padx=(6, 6))
def choose_folder():
folder = filedialog.askdirectory()
if folder:
download_path.delete(0, tk.END)
download_path.insert(0, folder)
browse_btn = ttk.Button(bottom_frame, text="📂 Browse…", style="Accent.TButton", command=choose_folder)
browse_btn.grid(row=0, column=2, sticky="ew")
btn_frame = ttk.Frame(bottom_frame, style="Card.TFrame")
btn_frame.grid(row=0, column=3, sticky="e", padx=(10, 0))
select_all_btn = ttk.Button(btn_frame, text="Select All", style="Accent.TButton")
unselect_all_btn = ttk.Button(btn_frame, text="Unselect All", style="Accent.TButton")
download_btn = ttk.Button(btn_frame, text="⬇ Download", style="Primary.TButton")
stop_btn = ttk.Button(btn_frame, text="⛔ Stop", style="Accent.TButton", state="disabled")
select_all_btn.pack(side=tk.LEFT, padx=(0, 4))
unselect_all_btn.pack(side=tk.LEFT, padx=(0, 4))
download_btn.pack(side=tk.LEFT, padx=(0, 4))
stop_btn.pack(side=tk.LEFT)
bottom_frame.columnconfigure(1, weight=1)
status_outer = tk.Frame(root, bg=BG_MAIN)
status_card = tk.Frame(
status_outer,
bg=BG_CARD,
highlightbackground=BORDER,
highlightthickness=1,
bd=0,
)
status_card.pack(fill=tk.X, padx=10, pady=(4, 0))
status_outer.pack(fill=tk.X)
status_frame = ttk.Frame(status_card, padding=(10, 4), style="Card.TFrame")
status_frame.pack(fill=tk.X)
status_label = ttk.Label(status_frame, text="Ready.", background=BG_CARD, foreground=FG_MUTED)
status_label.pack(side=tk.LEFT)
progress = ttk.Progressbar(status_frame, mode="indeterminate", length=220, style="Accent.Horizontal.TProgressbar")
progress.pack(side=tk.RIGHT)
log_outer = tk.Frame(root, bg=BG_MAIN)
log_card = tk.Frame(
log_outer,
bg=BG_CARD,
highlightbackground=BORDER,
highlightthickness=1,
bd=0,
)
log_card.pack(fill=tk.BOTH, expand=True, padx=10, pady=(4, 8))
log_outer.pack(fill=tk.BOTH, expand=True)
log_frame = ttk.Frame(log_card, padding=4, style="Card.TFrame")
log_frame.pack(fill=tk.BOTH, expand=True)
log_scroll = ttk.Scrollbar(log_frame, orient=tk.VERTICAL)
log_scroll.pack(side=tk.RIGHT, fill=tk.Y)
log_text = tk.Text(
log_frame,
height=10,
wrap="none",
font=LOG_FONT,
bg=BG_MAIN,
fg=FG_TEXT,
bd=0,
relief="flat",
)
log_text.pack(fill=tk.BOTH, expand=True)
log_text.config(state="disabled")
log_scroll.config(command=log_text.yview)
log_text.config(yscrollcommand=log_scroll.set)
def append_log(line: str):
log_text.config(state="normal")
log_text.insert("end", line + "\n")
log_text.see("end")
log_text.config(state="disabled")
def clear_log():
log_text.config(state="normal")
log_text.delete("1.0", "end")
log_text.config(state="disabled")
# ============================================================
# TREE / CHECKBOX LOGIC
# ============================================================
def refresh_checkboxes():
"""Update tree item text based on checkbox_state."""
for iid in file_tree.get_children(""):
checked = checkbox_state.get(iid, False)
meta = next((f for f in dataset_files if f["path"] == iid), None)
if meta is None:
continue
prefix = "☑ " if checked else "☐ "
file_tree.item(iid, text=f"{prefix}{meta['name']}")
update_selected_panel()
def apply_filters(*_):
"""Rebuild the left tree based on current filter values."""
file_tree.delete(*file_tree.get_children(""))
d_filter = domain_var.get()
y_filter = year_var.get()
m_filter = modality_var.get()
t_filter = datatype_var.get()
for meta in dataset_files:
if d_filter != "All" and meta["domain"] != d_filter:
continue
if y_filter != "All" and meta["year"] != y_filter:
continue
if m_filter != "All" and meta["modality"] != m_filter:
continue
if t_filter != "All" and meta["datatype"] != t_filter:
continue
path = meta["path"]
if path not in checkbox_state:
checkbox_state[path] = False
checked = checkbox_state[path]
prefix = "☑ " if checked else "☐ "
file_tree.insert("", "end", iid=path, text=f"{prefix}{meta['name']}")
update_selected_panel()
def toggle_all(state: bool):
"""Select/unselect only currently visible (filtered) files."""
for iid in file_tree.get_children(""):
checkbox_state[iid] = state
refresh_checkboxes()
status_label.config(text=f"{'Selected' if state else 'Unselected'} filtered files.")
def on_tree_click(event):
region = file_tree.identify("region", event.x, event.y)
column = file_tree.identify_column(event.x)
row = file_tree.identify_row(event.y)
if region == "tree" and column == "#0" and row:
bbox = file_tree.bbox(row)
if bbox and event.x > bbox[0] + 20:
current = checkbox_state.get(row, False)
checkbox_state[row] = not current
refresh_checkboxes()
file_tree.bind("<Button-1>", on_tree_click)
# ============================================================
# DATASET LOAD
# ============================================================
def load_dataset():
global file_sizes, dataset_files
info_text.delete(1.0, tk.END)
file_tree.delete(*file_tree.get_children(""))
checkbox_state.clear()
file_sizes = {}
dataset_files = []
status_label.config(text="Contacting Hugging Face API…")
root.update_idletasks()
try:
info = api.dataset_info(DATASET_ID, files_metadata=True)
except Exception as e:
messagebox.showerror("Error", f"Failed to load: {e}")
status_label.config(text="Failed to load dataset.")
return
created = info.created_at.strftime("%Y-%m-%d %H:%M") if info.created_at else "N/A"
modified = info.lastModified.strftime("%Y-%m-%d %H:%M") if info.lastModified else "N/A"
size = getattr(info, "usedStorage", 0) or 0
size_str = f"{size/1e9:.2f} GB" if size > 1e9 else f"{size/1e6:.2f} MB"
meta_info = f"""
ID : {info.id}
Author : {info.author or 'Unknown'}
Created : {created}
Modified : {modified}
Size : {size_str}
Downloads : {info.downloads or 0}
Likes : {info.likes or 0}
Tags : {', '.join(info.tags or [])}
Tasks : {', '.join((info.cardData or {}).get('task_categories', []))}
""".rstrip()
info_text.insert(tk.END, meta_info)
for s in info.siblings:
path = s.rfilename
if path.endswith("GLOBAL_ALL_MTD.zip"):
size_attr = getattr(s, "size", None)
m = {
"path": path,
"name": os.path.basename(path),
"domain": "GLOBAL",
"year": None,
"modality": "GLOBAL",
"datatype": "MTD",
"size_bytes": size_attr,
}
dataset_files.append(m)
if size_attr is not None:
file_sizes[path] = size_attr
continue
if not path.startswith("data/"):
continue
if not path.lower().endswith(".zip"):
continue
m = parse_zip_metadata(path)
if m is None:
continue
size_attr = getattr(s, "size", None)
m["size_bytes"] = size_attr
dataset_files.append(m)
if size_attr is not None:
file_sizes[path] = size_attr
domains = sorted({f["domain"] for f in dataset_files if f["domain"]})
years = sorted({f["year"] for f in dataset_files if f["year"]})
modalities = sorted({f["modality"] for f in dataset_files if f["modality"]})
datatypes = sorted({f["datatype"] for f in dataset_files if f["datatype"]})
domain_cb["values"] = ["All"] + domains
year_cb["values"] = ["All"] + years
modality_cb["values"] = ["All"] + modalities
datatype_cb["values"] = ["All"] + datatypes
domain_var.set("All")
year_var.set("All")
modality_var.set("All")
datatype_var.set("All")
apply_filters()
status_label.config(text=f"Loaded {len(dataset_files)} ZIP files from FLAIR-HUB (tiles + metadata).")
append_log("=== Dataset loaded: FLAIR-HUB (data/*.zip + GLOBAL_ALL_MTD.zip) ===")
# ============================================================
# DOWNLOAD LOGIC
# ============================================================
def stop_download():
stop_flag.set()
status_label.config(text="⏹ Stop requested. Finishing current file…")
stop_btn.config(state="disabled")
append_log("⛔ Stop requested by user.")
def download_selected():
folder = download_path.get().strip()
os.makedirs(folder, exist_ok=True)
files_to_download = [
iid for iid in file_tree.get_children("")
if checkbox_state.get(iid, False)
]
if not files_to_download:
messagebox.showinfo("No Selection", "No files selected (in current filter).")
return
total = len(files_to_download)
stop_flag.clear()
download_btn.config(state="disabled")
select_all_btn.config(state="disabled")
unselect_all_btn.config(state="disabled")
browse_btn.config(state="disabled")
stop_btn.config(state="normal")
progress["mode"] = "indeterminate"
progress.start(15)
status_label.config(text=f"🚀 Launching download: {total} file(s)…")
append_log(f"=== Download session started: {total} file(s) ===")
def worker():
t_session = time.time()
processed = 0
for index, fid in enumerate(files_to_download, start=1):
if stop_flag.is_set():
append_log("⛔ Download stopped by user.")
break
processed += 1
meta = next((f for f in dataset_files if f["path"] == fid), None)
name = meta["name"] if meta else fid
planned = meta["size_bytes"] if meta else None
size_info = human_bytes(planned) if planned else "unknown"
def set_label(f=name, i=index):
status_label.config(text=f"({i}/{total}) Downloading: {f}")
root.after(0, set_label)
root.after(
0,
lambda f=name, i=index, s=size_info: append_log(
f"▶ [{i}/{total}] {f} :: size ~ {s}"
),
)
t0 = time.time()
local_path = None
error = None
try:
local_path = hf_hub_download(
repo_id=DATASET_ID,
repo_type="dataset",
filename=fid,
local_dir=folder,
force_download=True,
)
except Exception as e:
error = e
elapsed = max(time.time() - t0, 1e-3)
size_bytes = planned
if size_bytes is None and local_path and os.path.exists(local_path):
try:
size_bytes = os.path.getsize(local_path)
except OSError:
size_bytes = None
if size_bytes and elapsed > 0:
speed_mbps = (size_bytes / elapsed) / (1024 * 1024)
else:
speed_mbps = None
if error is None:
size_h = human_bytes(size_bytes)
if speed_mbps is not None:
summary = f" ✅ Avg speed: {speed_mbps:.1f} MB/s | {size_h} in {elapsed:.1f}s"
else:
summary = f" ✅ {size_h} in {elapsed:.1f}s"
else:
summary = f" ❌ ERROR: {error}"
def push_summary(line=summary):
append_log(line)
append_log("")
root.after(0, push_summary)
def finish():
progress.stop()
stop_btn.config(state="disabled")
download_btn.config(state="normal")
select_all_btn.config(state="normal")
unselect_all_btn.config(state="normal")
browse_btn.config(state="normal")
session_time = time.time() - t_session
append_log(f"=== Download session ended :: {session_time:.1f}s ===")
if stop_flag.is_set():
status_label.config(text="⛔ Download stopped.")
messagebox.showinfo("Stopped", "Downloads were stopped.")
else:
status_label.config(text=f"✅ Completed. Processed {processed} file(s).")
messagebox.showinfo(
"Download Complete",
f"Download finished.\nProcessed {processed} file(s) in {session_time:.1f}s.",
)
root.after(0, finish)
threading.Thread(target=worker, daemon=True).start()
# ============================================================
# WIRING
# ============================================================
select_all_btn.config(command=lambda: toggle_all(True))
unselect_all_btn.config(command=lambda: toggle_all(False))
download_btn.config(command=download_selected)
stop_btn.config(command=stop_download)
domain_cb.bind("<<ComboboxSelected>>", apply_filters)
year_cb.bind("<<ComboboxSelected>>", apply_filters)
modality_cb.bind("<<ComboboxSelected>>", apply_filters)
datatype_cb.bind("<<ComboboxSelected>>", apply_filters)
load_dataset()
root.mainloop()