[settings]
# Make isort compatible with black
profile = black
line_length = 88
multi_line_output = 3
include_trailing_comma = True
force_grid_wrap = 0
use_parentheses = True
ensure_newline_before_comments = True

# Import sections
sections = FUTURE,STDLIB,THIRDPARTY,FIRSTPARTY,LOCALFOLDER
default_section = THIRDPARTY
known_first_party = src
known_local_folder = tests

# Skip files
skip = __pycache__,venv,env,.env,.venv,migrations,node_modules,.git
skip_glob = */migrations/*,*/__pycache__/*,*/venv/*,*/env/*,*/.env/*,*/.venv/*

# Force imports to be sorted within their section
force_sort_within_sections = True

# Show diff when check fails
show_diff = True

# Check only, don't modify files (useful for CI)
# check_only = True

# Treat comments as code
treat_comments_as_code = True

# Force single line imports for specific modules
force_single_line = True
single_line_exclusions = typing,collections.abc

# Import headings
import_heading_future = Future imports
import_heading_stdlib = Standard library imports
import_heading_thirdparty = Third-party imports
import_heading_firstparty = Local application imports
import_heading_localfolder = Local folder imports

# Balanced wrapping
balanced_wrapping = True

# Honor noqa comments
honor_noqa = True

# Atomic imports (prevent partial imports during interruption)
atomic = True

# Remove redundant aliases
remove_redundant_aliases = True

# Float to top (move imports to top of file)
float_to_top = True

# Filter files
filter_files = True

# Verbose output
verbose = False

# Quiet mode
quiet = False

# Force adds
force_adds = True

# Combine as imports
combine_as_imports = True

# Combine star imports
combine_star = True

# Order by type
order_by_type = True

# Group by package
group_by_package = True

# Reverse relative imports
reverse_relative = True

# Add imports
add_imports = from __future__ import annotations

# Known standard library modules (Python 3.8+)
known_standard_library = 
    abc,aifc,argparse,array,ast,asynchat,asyncio,asyncore,atexit,
    audioop,base64,bdb,binascii,binhex,bisect,builtins,bz2,
    calendar,cgi,cgitb,chunk,cmd,code,codecs,codeop,collections,
    colorsys,compileall,concurrent,configparser,contextlib,copy,
    copyreg,cProfile,crypt,csv,ctypes,curses,datetime,dbm,
    decimal,difflib,dis,distutils,doctest,email,encodings,
    ensurepip,enum,errno,faulthandler,fcntl,filecmp,fileinput,
    fnmatch,formatter,fractions,ftplib,functools,gc,getopt,
    getpass,gettext,glob,grp,gzip,hashlib,heapq,hmac,html,
    http,imaplib,imghdr,imp,importlib,inspect,io,ipaddress,
    itertools,json,keyword,lib2to3,linecache,locale,logging,
    lzma,mailbox,mailcap,marshal,math,mimetypes,mmap,modulefinder,
    msilib,msvcrt,multiprocessing,netrc,nntplib,numbers,operator,
    optparse,os,ossaudiodev,parser,pathlib,pdb,pickle,pickletools,
    pipes,pkgutil,platform,plistlib,poplib,posix,pprint,profile,
    pstats,pty,pwd,py_compile,pyclbr,pydoc,queue,quopri,random,
    re,readline,reprlib,resource,rlcompleter,runpy,sched,secrets,
    select,selectors,shelve,shlex,shutil,signal,site,smtpd,
    smtplib,sndhdr,socket,socketserver,sqlite3,ssl,stat,statistics,
    string,stringprep,struct,subprocess,sunau,symbol,symtable,
    sys,sysconfig,syslog,tabnanny,tarfile,telnetlib,tempfile,
    termios,test,textwrap,threading,time,timeit,tkinter,token,
    tokenize,trace,traceback,tracemalloc,tty,turtle,turtledemo,
    types,typing,unicodedata,unittest,urllib,uu,uuid,venv,
    warnings,wave,weakref,webbrowser,winreg,winsound,wsgiref,
    xdrlib,xml,xmlrpc,zipapp,zipfile,zipimport,zlib

# Known third party modules
known_third_party = 
    numpy,pandas,scipy,matplotlib,seaborn,plotly,sklearn,
    torch,tensorflow,keras,transformers,gradio,streamlit,
    flask,django,fastapi,requests,aiohttp,sqlalchemy,
    pytest,mock,factory_boy,faker,coverage,
    click,typer,rich,tqdm,joblib,psutil,
    yfinance,ta,xgboost,lightgbm,catboost,
    pillow,opencv,imageio,scikit_image,
    jupyter,ipython,notebook,
    pydantic,marshmallow,cerberus,
    redis,celery,rabbitmq,
    boto3,azure,gcp,
    docker,kubernetes,
    prometheus_client,grafana,
    sentry_sdk,rollbar,
    stripe,paypal,
    twilio,sendgrid,
    beautifulsoup4,scrapy,selenium,
    nltk,spacy,gensim,
    networkx,igraph,
    dask,ray,
    mlflow,wandb,tensorboard,
    black,flake8,mypy,pylint,bandit,safety