A series or sequence of numbers is usually the product of a function and can either be infinite or finite.

In this kata we will only consider finite series and you are required to return a code according to the type of sequence:

|Code|Type|Example|
|-|-|-|
|`0`|`unordered`|`[3,5,8,1,14,3]`|
|`1`|`strictly increasing`|`[3,5,8,9,14,23]`|
|`2`|`not decreasing`|`[3,5,8,8,14,14]`|
|`3`|`strictly decreasing`|`[14,9,8,5,3,1]`|
|`4`|`not increasing`|`[14,14,8,8,5,3]`|
|`5`|`constant`|`[8,8,8,8,8,8]`|

You can expect all the inputs to be non-empty and completely numerical arrays/lists - no need to validate the data; do not go for sloppy code, as rather large inputs might be tested.

Try to achieve a good solution that runs in linear time; also, do it functionally, meaning you need to build a *pure* function or, in even poorer words, do NOT modify the initial input!

```python

USER_FILENAME = "<user_code>"
import sys, json, builtins
import math, heapq, bisect, itertools, functools, collections, statistics, fractions, decimal, operator, array, random, re, string, os, pathlib
try:
    import resource as _res
except Exception:
    _res = None
from collections import Counter, defaultdict, deque, OrderedDict
from functools import lru_cache, reduce
from itertools import accumulate, permutations, combinations, product
from math import gcd, ceil, floor, sqrt
from decimal import Decimal
try:
    from typing import *
except Exception:
    pass
try:
    sys.setrecursionlimit(1_000_000)
except Exception:
    pass
try:
    import site as _site
    try:
        _sys_sites = _site.getsitepackages() if hasattr(_site, "getsitepackages") else []
        for _p in _sys_sites:
            if _p and _p not in sys.path:
                sys.path.append(_p)
    except Exception:
        pass
    try:
        _usp = _site.getusersitepackages()
        if isinstance(_usp, str):
            _usp = [_usp]
        for _p in _usp:
            if _p and _p not in sys.path:
                sys.path.append(_p)
    except Exception:
        pass
except Exception:
    pass

def _disabled_input(*args, **kwargs):
    raise RuntimeError("input() is disabled in callable mode")
builtins.input = _disabled_input

ns = {"__name__": "__judge__"}  # prevent if __name__ == "__main__" blocks
for _k, _v in list(globals().items()):
    if not _k.startswith("_"):
        ns[_k] = _v
_CODE = 'from enum import IntEnum\n\nclass Classification(IntEnum):\n    UNORDERED = 0\n    INCREASING = 1\n    NOT_DECREASING = 2\n    DECREASING = 3\n    NOT_INCREASING = 4\n    CONSTANT = 5\n\ndef sequence_classifier(arr):\n    unordered = True\n    increasing = True\n    not_decreasing = True\n    decreasing = True\n    not_increasing = True\n    constant = True\n    \n    previous_val = None\n    \n    for val in arr:\n        if previous_val is None:\n            previous_val = val\n            continue\n            \n        if increasing and val <= previous_val:\n            increasing = False\n        \n        if not_decreasing and val < previous_val:\n            not_decreasing = False\n        \n        if decreasing and val >= previous_val:\n            decreasing = False\n            \n        if not_increasing and val > previous_val:\n            not_increasing = False\n            \n        if constant and val != previous_val:\n            constant = False\n        \n        if not unordered and not increasing and not not_decreasing and not decreasing and not not_increasing and not constant:\n            return Classification.UNORDERED\n        \n        previous_val = val\n    \n    if constant: \n        return Classification.CONSTANT\n    elif increasing: \n        return Classification.INCREASING\n    elif not_decreasing: \n        return Classification.NOT_DECREASING\n    elif decreasing: \n        return Classification.DECREASING\n    elif not_increasing: \n        return Classification.NOT_INCREASING\n    else:\n        return Classification.UNORDERED\n'
_co = compile(_CODE, USER_FILENAME, "exec")
exec(_co, ns, ns)

_target = None
_fn_name = 'sequence_classifier'
if _fn_name:
    if "Solution" in ns:
        try:
            _obj = ns["Solution"]()
            if hasattr(_obj, _fn_name):
                _target = getattr(_obj, _fn_name)
        except Exception:
            _target = None
    if _target is None and _fn_name in ns and callable(ns[_fn_name]):
        _target = ns[_fn_name]
# Fallback: if there's exactly one user-defined function, use it
if _target is None:
    _cands = [v for k, v in ns.items() if callable(v) and getattr(v, "__module__", "") in ("__judge__", "__main__")]
    _user_funcs = [c for c in _cands if getattr(c, "__name__", "").startswith("_") is False]
    if len(_user_funcs) == 1:
        _target = _user_funcs[0]
if _target is None:
    raise RuntimeError(f"Could not resolve callable '{_fn_name}'")

_raw = sys.stdin.read().strip()
if _raw:
    _parsed = json.loads(_raw)
    if isinstance(_parsed, dict):
        _kwargs = _parsed.get("kwargs", {})
        _args = _parsed.get("args", [])
    else:
        _args, _kwargs = _parsed, {}
else:
    _args, _kwargs = [], {}
if not isinstance(_args, (list, tuple)):
    _args = [_args]
_res = _target(*_args, **_kwargs)
try:
    sys.stdout.write(repr(_res) + "\n")
except Exception:
    pass

```

Measured memory_bytes: 5630