import datetime
import functools
import inspect
import pandas as pd
from gridstatus.base import ISOBase, Markets, NotSupported
[docs]
class lmp_config:
configs = {}
def __init__(self, supports):
self.supports = supports
[docs]
def __call__(self, func):
lmp_config.configs[func.__qualname__] = self.supports
@functools.wraps(func)
def wrapper(*args, **kwargs):
bound_args = self._get_bound_args(func, args, kwargs)
if len(args) > 0 and isinstance(args[0], ISOBase):
bound_args = self._verify_bound_args(bound_args)
return self._class_method_wrapper(func, bound_args)
else:
# This is a runtime check after method is called.
# Possible improvement: move this to "compile"-time.
raise ValueError("Must be class method on ISOBase")
return wrapper
@staticmethod
def _parse_date(date, tz):
"""Parse date to pd.Timestamp,
to be used later on for validation"""
from gridstatus.utils import _handle_date
# if date range tuple, just validate start
if isinstance(date, tuple):
date = date[0]
if date == "latest":
return _handle_date("today", tz=tz)
elif (
isinstance(date, str)
or isinstance(date, pd.Timestamp)
or isinstance(date, datetime.date)
):
final_date = _handle_date(date, tz=tz)
if not isinstance(final_date, pd.Timestamp):
raise ValueError(f"Cannot parse date {repr(date)}")
return final_date
else:
raise ValueError(
"date must be string or pd.Timestamp: "
f"{repr(date)} of type ({type(date)})",
)
@staticmethod
def _class_method_wrapper(func, bound_args):
instance_args = bound_args.args
instance_kwargs = bound_args.kwargs
return func(*instance_args, **instance_kwargs)
def _verify_bound_args(self, bound_args: inspect.BoundArguments):
"""Verify date/start and market args/kwargs. Transform values and injects
them back into the original signature if needed.
Raises:
ValueError: If date/start or market are missing or invalid
"""
arguments = bound_args.arguments
instance = arguments["self"]
if "date" in arguments:
date = arguments["date"]
elif "start" in arguments:
date = arguments["start"]
else:
raise ValueError("date/start is required")
if "market" in arguments:
market = arguments["market"]
else:
raise ValueError("market is required")
tz = instance.default_timezone
date_value = self._parse_date(date, tz=tz)
market_value = Markets(market)
self._check_support(date, date_value, market_value, tz)
arguments["market"] = market_value
return bound_args
def _check_support(self, orig_date, date, market, tz):
if market not in self.supports:
raise NotSupported(f"{market} not supported")
from gridstatus.utils import is_today
if orig_date in (
"latest",
"today",
):
supported = orig_date in self.supports[market]
elif is_today(date, tz):
supported = "today" in self.supports[market]
else:
supported = "historical" in self.supports[market]
if not supported:
raise NotSupported(
f"{market} does not support {repr(orig_date)}",
)
@classmethod
def supports(cls, method, market, date=None):
"""Check if a method supports a market
and optionally, a date ("latest", "today", "historical")
Example:
lmp_config.supports(iso.get_lmp, Markets.REAL_TIME_5_MIN, "latest")
"""
qualname = method.__qualname__
market = Markets(market)
is_supported = qualname in cls.configs and market in cls.configs[qualname]
if date is not None:
is_supported = is_supported and date in cls.configs[qualname][market]
return is_supported
@classmethod
[docs]
def get_support(cls, method):
"""Fetches support config dictionary"""
return cls.configs.get(method.__qualname__, {}).copy()
@staticmethod
def _get_bound_args(fn, args, kwargs) -> inspect.BoundArguments:
"""Returns args as ordered dictionary and kwargs"""
sig = inspect.signature(fn)
if "start" in kwargs and "date" not in kwargs and len(args) < 2:
# For @support_date_range which allows start/end kwargs
kwargs["date"] = kwargs.pop("start")
bound_args = sig.bind(*args, **kwargs)
if "self" not in bound_args.arguments:
raise ValueError("Must be class method on ISOBase")
return bound_args
