From 799c91a905d432b61e4cc21cd83225be8b9c4316 Mon Sep 17 00:00:00 2001
From: Jan Pecinovsky <jan.pecinovsky@energieid.be>
Date: Fri, 8 Dec 2023 11:15:42 +0000
Subject: [PATCH] validation rules

---
 openenergyid/__init__.py     |  2 +-
 openenergyid/mvlr/helpers.py | 17 -----------------
 openenergyid/mvlr/models.py  |  4 ++--
 3 files changed, 3 insertions(+), 20 deletions(-)

diff --git a/openenergyid/__init__.py b/openenergyid/__init__.py
index 354c4d3..26d25fa 100644
--- a/openenergyid/__init__.py
+++ b/openenergyid/__init__.py
@@ -1,6 +1,6 @@
 """Open Energy ID Python SDK."""
 
-__version__ = "0.1.3"
+__version__ = "0.1.4"
 
 from .enums import Granularity
 from .models import TimeSeries
diff --git a/openenergyid/mvlr/helpers.py b/openenergyid/mvlr/helpers.py
index db32a38..52f7104 100644
--- a/openenergyid/mvlr/helpers.py
+++ b/openenergyid/mvlr/helpers.py
@@ -28,20 +28,3 @@ def resample_input_data(
     return data.resample(rule=pandas_granularity_map[granularity]).agg(
         aggregation_methods,
     )
-
-
-def temperature_equivalent_to_degree_days(
-    temperature_equivalent: pd.Series, base_temperature: float, cooling: bool = False
-) -> pd.Series:
-    """
-    Convert temperature equivalent to degree days.
-
-    Use cooling=True to convert cooling degree days.
-    """
-
-    if cooling:
-        result = temperature_equivalent - base_temperature
-    else:
-        result = base_temperature - temperature_equivalent
-
-    return result.clip(lower=0)
diff --git a/openenergyid/mvlr/models.py b/openenergyid/mvlr/models.py
index 36b8603..c52d326 100644
--- a/openenergyid/mvlr/models.py
+++ b/openenergyid/mvlr/models.py
@@ -23,9 +23,9 @@ class IndependentVariable(BaseModel):
 
     name: str
     coef: float
-    t_stat: Optional[float] = Field(ge=0, le=1, default=None, alias="tStat")
+    t_stat: Optional[float] = Field(default=None, alias="tStat")
     p_value: Optional[float] = Field(ge=0, le=1, default=None, alias="pValue")
-    std_err: Optional[float] = Field(ge=0, le=1, default=None, alias="stdErr")
+    std_err: Optional[float] = Field(default=None, alias="stdErr")
     confidence_interval: Optional[ConfidenceInterval] = Field(
         default=None, alias="confidenceInterval"
     )