Environment Variants

from tqdm.auto import tqdm, trange

# Auto-detected tqdm class with combined capabilities
class tqdm(std_tqdm, notebook_tqdm, asyncio_tqdm):
    """
    Automatically chooses appropriate tqdm subclass based on environment.
    Combines capabilities from notebook, asyncio, and standard implementations.
    """

def trange(*args, **kwargs):
    """Auto-detecting range with progress bar"""

from tqdm.notebook import tqdm as notebook_tqdm, trange as notebook_trange

class TqdmHBox(HBox):
    """IPython widget container for progress bar display"""
    def __init__(self, children=(), **kwargs): ...
    
class tqdm_notebook(std_tqdm):
    """
    Jupyter notebook progress bar using IPython widgets.
    
    Provides rich HTML display with color-coded progress bars,
    interactive controls, and integration with notebook output cells.
    """
    def __init__(self, *args, **kwargs): ...
    
    def display(self, msg=None, pos=None, close=False, bar_style=None,
               check_delay=True):
        """Display widget with optional styling and positioning"""
    
    def clear(self, *args, **kwargs):
        """Clear widget display"""
        
    def close(self):
        """Close and cleanup widget"""

def tnrange(*args, **kwargs):
    """Notebook-optimized range with widget progress bar"""

# Aliases for backward compatibility
tqdm = notebook_tqdm
trange = notebook_trange

from tqdm.asyncio import tqdm as async_tqdm, trange as async_trange

class tqdm_asyncio(std_tqdm):
    """
    Async-compatible progress bar for asyncio applications.
    
    Supports async iteration protocols and integrates with
    common asyncio patterns like as_completed and gather.
    """
    def __init__(self, *args, **kwargs): ...
    
    def __aiter__(self):
        """Async iterator protocol entry point"""
        
    def __anext__(self):
        """Async iterator protocol next method"""
        
    @classmethod
    def as_completed(cls, fs, *, loop=None, timeout=None, total=None, **tqdm_kwargs):
        """
        Wrap asyncio.as_completed with progress tracking.
        
        Parameters:
        - fs: Sequence of awaitables
        - loop: Event loop (deprecated in Python 3.8+)
        - timeout: Maximum time to wait
        - total: Total number of awaitables (auto-detected if None)
        - **tqdm_kwargs: Additional tqdm arguments
        
        Yields:
        Completed futures with progress updates
        """
        
    @classmethod  
    def gather(cls, *fs, loop=None, timeout=None, total=None, **tqdm_kwargs):
        """
        Wrap asyncio.gather with progress tracking.
        
        Parameters:
        - *fs: Awaitables to gather
        - loop: Event loop (deprecated in Python 3.8+) 
        - timeout: Maximum time to wait
        - total: Total awaitables (auto-detected)
        - **tqdm_kwargs: Additional tqdm arguments
        
        Returns:
        List of results from all awaitables
        """

def tarange(*args, **kwargs):
    """Async-compatible range with progress bar"""

# Aliases for backward compatibility  
tqdm = async_tqdm
trange = async_trange

from tqdm.gui import tqdm as gui_tqdm, trange as gui_trange

class tqdm_gui(std_tqdm):
    """
    Matplotlib-based GUI progress bar.
    
    Creates a popup window with graphical progress bar
    suitable for desktop applications and scripts.
    """
    def __init__(self, *args, **kwargs): ...
    
    def close(self):
        """Close GUI window and cleanup"""

def tgrange(*args, **kwargs):
    """GUI range with matplotlib progress bar"""

# Aliases
tqdm = gui_tqdm  
trange = gui_trange

from tqdm.tk import tqdm as tk_tqdm, trange as tk_trange

class tqdm_tk(std_tqdm):
    """
    Tkinter-based GUI progress bar.
    
    Integrates with Tkinter applications and provides
    native progress bar widgets with cross-platform support.
    """
    def __init__(self, *args, **kwargs): ...
    
    def close(self):
        """Close Tkinter window and cleanup"""

def ttkrange(*args, **kwargs):
    """Tkinter range with native GUI progress bar"""

# Aliases
tqdm = tk_tqdm
trange = tk_trange

from tqdm.rich import tqdm as rich_tqdm, trange as rich_trange

class FractionColumn(ProgressColumn):
    """Rich progress column displaying fraction (n/total)"""
    def render(self, task): ...

class RateColumn(ProgressColumn):  
    """Rich progress column displaying iteration rate"""
    def render(self, task): ...

class tqdm_rich(std_tqdm):
    """
    Rich library integration for enhanced terminal progress bars.
    
    Provides improved styling, colors, and terminal capabilities
    using the Rich library's advanced formatting features.
    """
    def __init__(self, *args, **kwargs): ...

def trrange(*args, **kwargs):
    """Range with Rich-formatted progress bar"""

# Aliases
tqdm = rich_tqdm
trange = rich_trange

from tqdm.autonotebook import tqdm, trange

# Automatically imports from tqdm.notebook in notebooks,
# tqdm.std elsewhere

# Recommended import - works everywhere
from tqdm.auto import tqdm, trange
import asyncio

# Works in notebooks, async contexts, and standard terminals
async def process_data():
    # Async iteration support
    async for item in tqdm(async_data_source(), desc="Processing"):
        await process_item(item)
    
    # Async gather with progress
    tasks = [fetch_data(i) for i in range(100)]
    results = await tqdm.gather(*tasks, desc="Fetching")
    
    return results

# Standard synchronous usage
for i in tqdm(range(1000), desc="Standard Loop"):
    process_item(i)

from tqdm.notebook import tqdm, trange
import time

# Widget-based progress bar in notebooks
for i in tqdm(range(1000), desc="Notebook Progress"):
    time.sleep(0.001)

# Custom styling in notebooks
for i in tqdm(range(500), desc="Styled", 
              bar_format='{desc}: {percentage:3.0f}%|{bar}| {n_fmt}/{total_fmt}',
              colour='green'):
    time.sleep(0.002)

# Multiple bars in notebook cells
outer = tqdm(range(10), desc="Outer Loop")
for i in outer:
    inner = tqdm(range(100), desc=f"Inner {i}", leave=False)
    for j in inner:
        time.sleep(0.0001)
    inner.close()
outer.close()

from tqdm.asyncio import tqdm, trange
import asyncio
import aiohttp

async def fetch_url(session, url):
    async with session.get(url) as response:
        return await response.text()

async def process_urls():
    urls = [f"https://api.example.com/data/{i}" for i in range(100)]
    
    async with aiohttp.ClientSession() as session:
        # Async iteration with progress
        async for url in tqdm(urls, desc="Fetching URLs"):
            content = await fetch_url(session, url)
            process_content(content)
        
        # Async gather with progress tracking
        tasks = [fetch_url(session, url) for url in urls]
        results = await tqdm.gather(*tasks, desc="Batch Fetch", total=len(tasks))
        
        # Async as_completed pattern
        tasks = [fetch_url(session, url) for url in urls]
        async for task in tqdm.as_completed(tasks, desc="As Completed"):
            result = await task
            process_result(result)

# Run async function
asyncio.run(process_urls())

import tkinter as tk
from tqdm.tk import tqdm, trange
import time
import threading

def long_running_task():
    """Function that runs in background thread with GUI progress"""
    for i in tqdm(range(1000), desc="Processing", leave=True):
        time.sleep(0.01)  # Simulate work

def start_task():
    # Run in separate thread to avoid blocking GUI
    thread = threading.Thread(target=long_running_task)
    thread.daemon = True
    thread.start()

# Create main window
root = tk.Tk()
root.title("Progress Demo")

start_button = tk.Button(root, text="Start Task", command=start_task)
start_button.pack(pady=20)

root.mainloop()

from tqdm.rich import tqdm, trange
import time

# Enhanced terminal progress with Rich styling
for i in tqdm(range(1000), desc="[bold blue]Processing", 
              bar_format="{desc} {percentage:3.0f}% [{bar:30}] {n_fmt}/{total_fmt}"):
    time.sleep(0.001)

# Multiple styled bars
for epoch in trange(5, desc="[red]Training Epochs"):
    for batch in trange(100, desc="[green]Batches", leave=False):
        time.sleep(0.0001)

import sys

# Choose appropriate tqdm based on environment
if 'ipykernel' in sys.modules:
    # Running in Jupyter notebook
    from tqdm.notebook import tqdm, trange
elif sys.platform.startswith('win'):
    # Windows - may want GUI version
    from tqdm.gui import tqdm, trange  
else:
    # Standard terminal
    from tqdm import tqdm, trange

# Or use auto-detection (recommended)
from tqdm.auto import tqdm, trange

# Your code works the same regardless of environment
for i in tqdm(range(1000), desc="Cross-platform"):
    process_item(i)