From 836a24e2f88d52551f36e4721c0f10031c71ca83 Mon Sep 17 00:00:00 2001
From: trevorb1 <trevor_barnes@sfu.ca>
Date: Thu, 30 Mar 2023 10:44:07 -0700
Subject: [PATCH 01/28] coverage test

---
 .github/workflows/python.yaml | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/.github/workflows/python.yaml b/.github/workflows/python.yaml
index 9a5200cd..dfb4d62f 100644
--- a/.github/workflows/python.yaml
+++ b/.github/workflows/python.yaml
@@ -28,3 +28,7 @@ jobs:
       - name: Test with pytest
         run: |
           tox
+      - name: Upload coverage data to converalls.io
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: coveralls --service=github

From 6aa54b4d8943cfbb0e4be690c88b61ab1889bdf0 Mon Sep 17 00:00:00 2001
From: trevorb1 <trevor_barnes@sfu.ca>
Date: Thu, 30 Mar 2023 10:52:55 -0700
Subject: [PATCH 02/28] added coveralls install

---
 .github/workflows/python.yaml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/python.yaml b/.github/workflows/python.yaml
index dfb4d62f..3a14dcd9 100644
--- a/.github/workflows/python.yaml
+++ b/.github/workflows/python.yaml
@@ -31,4 +31,6 @@ jobs:
       - name: Upload coverage data to converalls.io
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        run: coveralls --service=github
+        run: |
+          pip install --upgrade coveralls
+          coveralls --service=github

From 078c434df0b67dec14427beadb395527a7f0966b Mon Sep 17 00:00:00 2001
From: trevorb1 <trevor_barnes@sfu.ca>
Date: Sat, 15 Apr 2023 17:20:06 -0700
Subject: [PATCH 03/28] logic for config/data checks

---
 src/otoole/exceptions.py      | 12 ++++++----
 src/otoole/input.py           | 44 +++++++++++++++++++++++++++++++----
 src/otoole/read_strategies.py | 35 ++++------------------------
 3 files changed, 51 insertions(+), 40 deletions(-)

diff --git a/src/otoole/exceptions.py b/src/otoole/exceptions.py
index 736a3494..9db13768 100644
--- a/src/otoole/exceptions.py
+++ b/src/otoole/exceptions.py
@@ -72,18 +72,20 @@ def __str__(self):
         return f"{self.name} -> {self.message}"
 
 
-class OtooleExcelNameMismatchError(OtooleException):
-    """Name mismatch between config and excel tabs."""
+class OtooleNameMismatchError(OtooleException):
+    """Names not consistent between read in data and config file"""
 
     def __init__(
-        self, excel_name: str, message: str = "Excel tab name not found in config file"
+        self,
+        name: str,
+        message: str = "Name not consistent between data and config file",
     ) -> None:
-        self.excel_name = excel_name
+        self.name = name
         self.message = message
         super().__init__(self.message)
 
     def __str__(self):
-        return f"{self.excel_name} -> {self.message}"
+        return f"{self.name} -> {self.message}"
 
 
 class OtooleDeprecationError(OtooleException):
diff --git a/src/otoole/input.py b/src/otoole/input.py
index fab09792..61728e7d 100644
--- a/src/otoole/input.py
+++ b/src/otoole/input.py
@@ -32,10 +32,12 @@
 
 import logging
 from abc import ABC, abstractmethod
-from typing import Any, Dict, Optional, TextIO, Tuple, Union
+from typing import Any, Dict, List, Optional, TextIO, Tuple, Union
 
 import pandas as pd
 
+from otoole.exceptions import OtooleNameMismatchError
+
 logger = logging.getLogger(__name__)
 
 
@@ -124,10 +126,9 @@ class Strategy(ABC):
     def __init__(self, user_config: Dict[str, Dict]):
 
         self.user_config = user_config
-
-        # self.input_config = {
-        #     x: y for x, y in self.user_config.items() if y["type"] in ["param", 'set']
-        # }
+        self.input_config = {
+            x: y for x, y in self.user_config.items() if y["type"] in ["param", "set"]
+        }
         self.results_config = {
             x: y for x, y in self.user_config.items() if y["type"] == "result"
         }
@@ -450,6 +451,39 @@ def _get_missing_input_dataframes(
 
         return input_data
 
+    def _compare_read_to_expected(
+        self, names: List[str], short_names: bool = False
+    ) -> None:
+        """Compares input data definitions to config file definitions
+
+        Arguments:
+        ---------
+        names: List[str]
+            Parameter and set names read in
+        map_names: bool = False
+            If should be checking short_names from config file
+
+        Raises:
+        -------
+        OtooleNameMismatchError
+            If the info in the data and config file do not match
+        """
+        user_config = self.input_config
+        if short_names:
+            expected = []
+            for name in user_config:
+                try:
+                    expected.append(user_config[name]["short_name"])
+                except KeyError:
+                    expected.append(name)
+        else:
+            expected = [x for x in user_config]
+
+        errors = list(set(expected).symmetric_difference(set(names)))
+        if errors:
+            logger.debug(f"data and config name errors are: {errors}")
+            raise OtooleNameMismatchError(name=errors[0])
+
     @abstractmethod
     def read(
         self, filepath: Union[str, TextIO], **kwargs
diff --git a/src/otoole/read_strategies.py b/src/otoole/read_strategies.py
index a74b4166..ebce1f7f 100644
--- a/src/otoole/read_strategies.py
+++ b/src/otoole/read_strategies.py
@@ -6,7 +6,7 @@
 from amply import Amply
 from flatten_dict import flatten
 
-from otoole.exceptions import OtooleDeprecationError, OtooleExcelNameMismatchError
+from otoole.exceptions import OtooleDeprecationError
 from otoole.input import ReadStrategy
 from otoole.preprocess.longify_data import check_datatypes, check_set_datatype
 from otoole.utils import create_name_mappings
@@ -121,8 +121,7 @@ def read(
         excel_to_csv = create_name_mappings(config, map_full_to_short=False)
 
         xl = pd.ExcelFile(filepath, engine="openpyxl")
-
-        self._check_input_sheet_names(xl.sheet_names)
+        self._compare_read_to_expected(names=xl.sheet_names, short_names=True)
 
         input_data = {}
 
@@ -155,33 +154,6 @@ def read(
 
         return input_data, default_values
 
-    def _check_input_sheet_names(self, sheet_names: List[str]) -> None:
-        """Checks that excel sheet names are in the config file.
-
-        Arguments:
-        ---------
-        sheet_names: list[str]
-            Sheet names from the excel file
-
-        Raises:
-        -------
-        OtooleExcelNameMismatchError
-            If the sheet name is not found in the config files parameter or
-            'short_name' parameter
-        """
-        user_config = self.user_config
-        csv_to_excel = create_name_mappings(user_config)
-        config_param_names = []
-        for name in user_config:
-            try:
-                config_param_names.append(csv_to_excel[name])
-            except KeyError:
-                config_param_names.append(name)
-
-        for sheet_name in sheet_names:
-            if sheet_name not in config_param_names:
-                raise OtooleExcelNameMismatchError(excel_name=sheet_name)
-
 
 class ReadCsv(_ReadTabular):
     """Read in a folder of CSV files"""
@@ -236,6 +208,8 @@ def read(
 
         input_data = self._check_index(input_data)
 
+        self._compare_read_to_expected(names=list(input_data))
+
         return input_data, default_values
 
     @staticmethod
@@ -306,6 +280,7 @@ def read(
         for config_type in ["param", "set"]:
             inputs = self._get_missing_input_dataframes(inputs, config_type=config_type)
         inputs = self._check_index(inputs)
+        self._compare_read_to_expected(names=list(inputs))
         return inputs, default_values
 
     def read_in_datafile(self, path_to_datafile: str, config: Dict) -> Amply:

From 3ff92fe3668c106f6822978b6aae94cfab05ed9c Mon Sep 17 00:00:00 2001
From: trevorb1 <trevor_barnes@sfu.ca>
Date: Sat, 15 Apr 2023 20:46:57 -0700
Subject: [PATCH 04/28] checks input data and config names match

---
 src/otoole/read_strategies.py       |   7 ++--
 tests/fixtures/combined_inputs.xlsx | Bin 111742 -> 130298 bytes
 tests/fixtures/config.yaml          |   5 ---
 tests/fixtures/config_r.yaml        |   3 --
 tests/test_input.py                 |  53 ++++++++++++++++++++++++++++
 tests/test_read_strategies.py       |  16 ---------
 tests/test_utils.py                 |  14 +-------
 7 files changed, 58 insertions(+), 40 deletions(-)

diff --git a/src/otoole/read_strategies.py b/src/otoole/read_strategies.py
index ebce1f7f..d8f6fca5 100644
--- a/src/otoole/read_strategies.py
+++ b/src/otoole/read_strategies.py
@@ -165,6 +165,10 @@ def read(
         input_data = {}
 
         self._check_for_default_values_csv(filepath)
+        self._compare_read_to_expected(
+            names=[f.split(".csv")[0] for f in os.listdir(filepath)]
+        )
+
         default_values = self._read_default_values(self.user_config)
 
         for parameter, details in self.user_config.items():
@@ -208,8 +212,6 @@ def read(
 
         input_data = self._check_index(input_data)
 
-        self._compare_read_to_expected(names=list(input_data))
-
         return input_data, default_values
 
     @staticmethod
@@ -280,7 +282,6 @@ def read(
         for config_type in ["param", "set"]:
             inputs = self._get_missing_input_dataframes(inputs, config_type=config_type)
         inputs = self._check_index(inputs)
-        self._compare_read_to_expected(names=list(inputs))
         return inputs, default_values
 
     def read_in_datafile(self, path_to_datafile: str, config: Dict) -> Amply:
diff --git a/tests/fixtures/combined_inputs.xlsx b/tests/fixtures/combined_inputs.xlsx
index a301dcfccb21655dcebef9b12a1bff456e6b89fe..0495d5b455a4a26544040a7c047619494770e63a 100644
GIT binary patch
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diff --git a/tests/fixtures/config.yaml b/tests/fixtures/config.yaml
index b57b8732..6f8ffdcc 100644
--- a/tests/fixtures/config.yaml
+++ b/tests/fixtures/config.yaml
@@ -84,11 +84,6 @@ DiscountRate:
     type: param
     dtype: float
     default: 0.05
-DiscountRateIdv:
-    indices: [REGION,TECHNOLOGY]
-    type: param
-    dtype: float
-    default: 0.05
 DiscountRateStorage:
     indices: [REGION,STORAGE]
     type: param
diff --git a/tests/fixtures/config_r.yaml b/tests/fixtures/config_r.yaml
index e80e6101..8a56c2e0 100644
--- a/tests/fixtures/config_r.yaml
+++ b/tests/fixtures/config_r.yaml
@@ -202,6 +202,3 @@ UseByTechnology:
     dtype: float
     default: 0
     calculated: False
-_REGION:
-    type: set
-    dtype: str
diff --git a/tests/test_input.py b/tests/test_input.py
index 9bc69cea..0f2493a8 100644
--- a/tests/test_input.py
+++ b/tests/test_input.py
@@ -4,6 +4,7 @@
 from pandas.testing import assert_frame_equal
 from pytest import fixture, mark, raises
 
+from otoole.exceptions import OtooleNameMismatchError
 from otoole.input import ReadStrategy, WriteStrategy
 
 
@@ -40,6 +41,31 @@ def simple_input_data(region, year, technology):
     }
 
 
+@fixture
+def simple_user_config():
+    return {
+        "AccumulatedAnnualDemand": {
+            "indices": ["REGION", "FUEL", "YEAR"],
+            "type": "param",
+            "dtype": "float",
+            "default": 0,
+            "short_name": "AAD",
+        },
+        "REGION": {
+            "dtype": "str",
+            "type": "set",
+        },
+        "FUEL": {
+            "dtype": "str",
+            "type": "set",
+        },
+        "YEAR": {
+            "dtype": "int",
+            "type": "set",
+        },
+    }
+
+
 # To instantiate abstract class WriteStrategy
 class DummyWriteStrategy(WriteStrategy):
     def _header(self) -> Union[TextIO, Any]:
@@ -279,6 +305,14 @@ class TestReadStrategy:
         ),
         ("set", "REGION", pd.DataFrame(columns=["VALUE"])),
     )
+    compare_read_to_expected_data = [
+        [["AccumulatedAnnualDemand", "REGION", "FUEL", "YEAR"], False],
+        [["AAD", "REGION", "FUEL", "YEAR"], True],
+    ]
+    compare_read_to_expected_data_exception = [
+        ["AccumulatedAnnualDemand", "REGION", "FUEL"],
+        ["AccumulatedAnnualDemand", "REGION", "FUEL", "YEAR", "Extra"],
+    ]
 
     @mark.parametrize(
         "config_type, test_value, expected",
@@ -299,3 +333,22 @@ def test_get_missing_input_dataframes_excpetion(self, user_config):
         reader = DummyReadStrategy(user_config)
         with raises(ValueError):
             reader._get_missing_input_dataframes(input_data, config_type="not_valid")
+
+    @mark.parametrize(
+        "expected, short_name",
+        compare_read_to_expected_data,
+        ids=["full_name", "short_name"],
+    )
+    def test_compare_read_to_expected(self, simple_user_config, expected, short_name):
+        reader = DummyReadStrategy(simple_user_config)
+        reader._compare_read_to_expected(names=expected, short_names=short_name)
+
+    @mark.parametrize(
+        "expected",
+        compare_read_to_expected_data_exception,
+        ids=["missing_value", "extra_value"],
+    )
+    def test_compare_read_to_expected_exception(self, simple_user_config, expected):
+        reader = DummyReadStrategy(simple_user_config)
+        with raises(OtooleNameMismatchError):
+            reader._compare_read_to_expected(names=expected)
diff --git a/tests/test_read_strategies.py b/tests/test_read_strategies.py
index dd106e9c..ea93b0f7 100644
--- a/tests/test_read_strategies.py
+++ b/tests/test_read_strategies.py
@@ -945,22 +945,6 @@ def test_read_excel_yearsplit(self, user_config):
 
         assert (actual_data == expected).all()
 
-    def test_read_excel_discount_rate(self, user_config):
-        """Tests that parameters not in excel are saved in datastore"""
-
-        spreadsheet = os.path.join("tests", "fixtures", "combined_inputs.xlsx")
-        xl = pd.ExcelFile(spreadsheet, engine="openpyxl")
-
-        # checks that fixture does not contian discount rate data
-        assert "DiscountRateIdv" not in xl.sheet_names
-
-        reader = ReadExcel(user_config=user_config)
-        actual, _ = reader.read(spreadsheet)
-
-        # checks that discount rate has data after reading in excel data
-        assert "DiscountRateIdv" in actual
-        assert actual["DiscountRateIdv"].empty
-
     def test_narrow_parameters(self, user_config):
         data = [
             ["IW0016", 0.238356164, 0.238356164, 0.238356164],
diff --git a/tests/test_utils.py b/tests/test_utils.py
index e4a445dc..8fac9aa3 100644
--- a/tests/test_utils.py
+++ b/tests/test_utils.py
@@ -4,12 +4,7 @@
 import pytest
 import yaml
 
-from otoole.exceptions import (
-    OtooleDeprecationError,
-    OtooleExcelNameLengthError,
-    OtooleExcelNameMismatchError,
-)
-from otoole.read_strategies import ReadExcel
+from otoole.exceptions import OtooleDeprecationError, OtooleExcelNameLengthError
 from otoole.utils import (
     UniqueKeyLoader,
     create_name_mappings,
@@ -71,13 +66,6 @@ def test_create_name_mappings_reversed(self, user_config):
         assert actual == expected
 
 
-def test_excel_name_mismatch_error(user_config):
-    read_excel = ReadExcel(user_config=user_config)
-    sheet_names = ["AccumulatedAnnualDemand", "MismatchSheet"]
-    with pytest.raises(OtooleExcelNameMismatchError):
-        read_excel._check_input_sheet_names(sheet_names=sheet_names)
-
-
 user_config_name_errors = ["user_config_long_param_name", "user_config_long_short_name"]
 
 

From 0adf1259d1d5a880d9c1f22e9c106424c2de9363 Mon Sep 17 00:00:00 2001
From: trevorb1 <trevor_barnes@sfu.ca>
Date: Sat, 15 Apr 2023 21:41:25 -0700
Subject: [PATCH 05/28] fix pandas version

---
 requirements.txt | 2 +-
 setup.cfg        | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/requirements.txt b/requirements.txt
index 1f7d0225..2c6b1dd7 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -4,7 +4,7 @@ flatten_dict
 importlib_resources; python_version<'3.7'
 networkx
 openpyxl
-pandas
+pandas<2.0
 pandas_datapackage_reader
 pydantic
 pydot
diff --git a/setup.cfg b/setup.cfg
index b410ffb8..c509d9bf 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -46,7 +46,7 @@ install_requires =
     pyyaml
     pydot
     importlib_resources; python_version<'3.7'
-    pandas>=1.1
+    pandas>=1.1, <2.0
     amply>=0.1.4
     networkx
     flatten_dict

From 5e38ad95961ff2902e4b188214854f30f22b176a Mon Sep 17 00:00:00 2001
From: trevorb1 <trevor_barnes@sfu.ca>
Date: Sun, 16 Apr 2023 13:46:27 -0700
Subject: [PATCH 06/28] logic for issue 156

---
 src/otoole/exceptions.py |  23 +++++++++
 src/otoole/input.py      | 107 +++++++++++++++++++++++++++++++--------
 2 files changed, 110 insertions(+), 20 deletions(-)

diff --git a/src/otoole/exceptions.py b/src/otoole/exceptions.py
index 736a3494..63a1c2ee 100644
--- a/src/otoole/exceptions.py
+++ b/src/otoole/exceptions.py
@@ -126,3 +126,26 @@ def __init__(
 
     def __str__(self):
         return f"{self.resource} -> {self.message}"
+
+
+class OtooleIndexError(OtooleException):
+    """Index data not consistent between data and config file
+
+    Arguments
+    ---------
+    resource : str
+        Name of the resource which is invalid
+    config_indices: List[str]
+        Indices from config file
+    data_indices: List[str]
+        Indices from input data
+    """
+
+    def __init__(self, resource, config_indices, data_indices):
+        self.resource = resource
+        self.config_indices = config_indices
+        self.data_indices = data_indices
+        self.message = "Indices inconsistent between config and data"
+
+    def __str__(self):
+        return f"{self.resource} -> {self.message}. Config indices are {self.config_indices}. Data indices are {self.data_indices}."
diff --git a/src/otoole/input.py b/src/otoole/input.py
index fab09792..0936e415 100644
--- a/src/otoole/input.py
+++ b/src/otoole/input.py
@@ -36,6 +36,8 @@
 
 import pandas as pd
 
+from otoole.exceptions import OtooleIndexError
+
 logger = logging.getLogger(__name__)
 
 
@@ -384,32 +386,97 @@ def _check_index(
             details = self.user_config[name]
 
             if details["type"] == "param":
-                logger.debug("Identified {} as a parameter".format(name))
-                try:
-                    df.set_index(details["indices"], inplace=True)
-                except KeyError:
-                    logger.debug("Unable to set index on {}".format(name))
-                    pass
+                self._check_index_names(name=name, config=details, df=df)
 
-                logger.debug(
-                    "Column dtypes identified: {}".format(details["index_dtypes"])
-                )
-                logger.debug(df.head())
-                # Drop empty rows
-                df = (
-                    df.dropna(axis=0, how="all")
-                    .reset_index()
-                    .astype(details["index_dtypes"])
-                    .set_index(details["indices"])
-                )
-            else:
-                logger.debug("Identified {} as a set".format(name))
-                df = df.astype(details["dtype"])
+            df = self._check_index_dtypes(name=name, config=details, df=df)
 
             input_data[name] = df
 
         return input_data
 
+    @staticmethod
+    def _check_index_names(name: str, config: Dict[str, Any], df: pd.DataFrame) -> None:
+        """Checks index names input data against config file
+
+        Arguments
+        ---------
+        name: str
+            Name of parameter
+        config: Dict[str,Any]
+            Configuration file data for the parameter
+        df: pd.DataFrame
+            Data read in for the parameter
+
+        Raises
+        ------
+        OtooleIndexError
+            If actual indices do not match expected indices
+        """
+
+        actual_indices = df.index.names
+        try:
+            expected_indices = config["indices"]
+        except KeyError:
+            logger.info(f"No index identifed for {name}")
+            return
+
+        print(name)
+        print(actual_indices)
+        print(expected_indices)
+
+        if actual_indices == expected_indices:
+            return
+        else:
+            raise OtooleIndexError(
+                resource=name,
+                config_indices=expected_indices,
+                data_indices=actual_indices,
+            )
+
+    @staticmethod
+    def _check_index_dtypes(
+        name: str, config: Dict[str, Any], df: pd.DataFrame
+    ) -> pd.DataFrame:
+        """Checks datatypes of input data against config file
+
+        Arguments
+        ---------
+        name: str
+            Name of parameter
+        config: Dict[str,Any]
+            Configuration file data for the parameter
+        df: pd.DataFrame
+            Data read in for the parameter
+
+        Returns
+        -------
+        pd.DataFrame
+            input_data with corrected datatypes
+        """
+
+        if config["type"] == "param":
+            logger.debug("Identified {} as a parameter".format(name))
+            try:
+                df.set_index(config["indices"], inplace=True)
+            except KeyError:
+                logger.debug("Unable to set index on {}".format(name))
+                pass
+
+            logger.debug("Column dtypes identified: {}".format(config["index_dtypes"]))
+            logger.debug(df.head())
+            # Drop empty rows
+            df = (
+                df.dropna(axis=0, how="all")
+                .reset_index()
+                .astype(config["index_dtypes"])
+                .set_index(config["indices"])
+            )
+        else:
+            logger.debug("Identified {} as a set".format(name))
+            df = df.astype(config["dtype"])
+
+        return df
+
     def _get_missing_input_dataframes(
         self, input_data: Dict[str, pd.DataFrame], config_type: str
     ) -> Dict[str, pd.DataFrame]:

From f9b02733db62aa0da983c34168c54c63110c4657 Mon Sep 17 00:00:00 2001
From: trevorb1 <trevor_barnes@sfu.ca>
Date: Sun, 16 Apr 2023 13:48:53 -0700
Subject: [PATCH 07/28] remove print statements

---
 src/otoole/input.py | 4 ----
 1 file changed, 4 deletions(-)

diff --git a/src/otoole/input.py b/src/otoole/input.py
index 0936e415..627ed4c1 100644
--- a/src/otoole/input.py
+++ b/src/otoole/input.py
@@ -420,10 +420,6 @@ def _check_index_names(name: str, config: Dict[str, Any], df: pd.DataFrame) -> N
             logger.info(f"No index identifed for {name}")
             return
 
-        print(name)
-        print(actual_indices)
-        print(expected_indices)
-
         if actual_indices == expected_indices:
             return
         else:

From 1f9dd8427c250d564dc7adfa85c4f9d00c8c08ad Mon Sep 17 00:00:00 2001
From: Will Usher <wusher@kth.se>
Date: Mon, 27 Feb 2023 08:20:55 +0100
Subject: [PATCH 08/28] Updated doi in citation file

---
 citation.cff | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/citation.cff b/citation.cff
index 86524daa..f16d0744 100644
--- a/citation.cff
+++ b/citation.cff
@@ -15,5 +15,5 @@ authors:
     orcid: https://orcid.org/0000-0001-8144-5260
 title: "otoole: OSeMOSYS tools for energy work"
 version: 1.0.0
-doi: 10.5281/zenodo.4730003
-date-released: 2021-04-30
+doi: 10.5281/zenodo.4730002
+date-released: 2023-02-26

From 0e02e62e1fca8e573ca8586d134d6ca9b32e68aa Mon Sep 17 00:00:00 2001
From: Will Usher <wusher@kth.se>
Date: Mon, 27 Feb 2023 08:24:54 +0100
Subject: [PATCH 09/28] Updated doi in citation file with v1.0.0

---
 citation.cff | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/citation.cff b/citation.cff
index f16d0744..1acfae13 100644
--- a/citation.cff
+++ b/citation.cff
@@ -15,5 +15,5 @@ authors:
     orcid: https://orcid.org/0000-0001-8144-5260
 title: "otoole: OSeMOSYS tools for energy work"
 version: 1.0.0
-doi: 10.5281/zenodo.4730002
+doi: 10.5281/zenodo.7677990
 date-released: 2023-02-26

From 2a9e5034a6fd2ea3623766e1670e9b5fc530ea07 Mon Sep 17 00:00:00 2001
From: Will Usher <wusher@kth.se>
Date: Mon, 27 Feb 2023 08:25:11 +0100
Subject: [PATCH 10/28] Added workflow to validate the citation file

---
 .github/workflows/citation.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)
 create mode 100644 .github/workflows/citation.yaml

diff --git a/.github/workflows/citation.yaml b/.github/workflows/citation.yaml
new file mode 100644
index 00000000..707a71c4
--- /dev/null
+++ b/.github/workflows/citation.yaml
@@ -0,0 +1,19 @@
+name: cffconvert
+
+on:
+  push:
+    paths:
+      - CITATION.cff
+
+jobs:
+  validate:
+    name: "validate"
+    runs-on: ubuntu-latest
+    steps:
+      - name: Check out a copy of the repository
+        uses: actions/checkout@v2
+
+      - name: Check whether the citation metadata from CITATION.cff is valid
+        uses: citation-file-format/cffconvert-github-action@2.0.0
+        with:
+          args: "--validate"

From 5a9d7765037ff03c2140809614901397f735d233 Mon Sep 17 00:00:00 2001
From: Will Usher <wusher@kth.se>
Date: Mon, 27 Feb 2023 08:30:09 +0100
Subject: [PATCH 11/28] Change path to citation file in validation action

---
 .github/workflows/citation.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/citation.yaml b/.github/workflows/citation.yaml
index 707a71c4..76ff009c 100644
--- a/.github/workflows/citation.yaml
+++ b/.github/workflows/citation.yaml
@@ -3,7 +3,7 @@ name: cffconvert
 on:
   push:
     paths:
-      - CITATION.cff
+      - citation.cff
 
 jobs:
   validate:

From 558d023013692ece52e59a365d69bc607e839ebc Mon Sep 17 00:00:00 2001
From: Will Usher <wusher@kth.se>
Date: Wed, 5 Apr 2023 14:46:18 +0100
Subject: [PATCH 12/28] Renamed citation file

---
 citation.cff => CITATION.cff | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename citation.cff => CITATION.cff (100%)

diff --git a/citation.cff b/CITATION.cff
similarity index 100%
rename from citation.cff
rename to CITATION.cff

From 6158b2225970bc58611aafd9bf4fc0d84ecb1326 Mon Sep 17 00:00:00 2001
From: trevorb1 <trevor_barnes@sfu.ca>
Date: Tue, 11 Apr 2023 15:45:54 -0700
Subject: [PATCH 13/28] downgrade pandas

---
 requirements.txt | 3 +--
 setup.cfg        | 2 +-
 2 files changed, 2 insertions(+), 3 deletions(-)

diff --git a/requirements.txt b/requirements.txt
index 1f7d0225..c99d1447 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -4,8 +4,7 @@ flatten_dict
 importlib_resources; python_version<'3.7'
 networkx
 openpyxl
-pandas
-pandas_datapackage_reader
+pandas<2.0
 pydantic
 pydot
 pyyaml
diff --git a/setup.cfg b/setup.cfg
index b410ffb8..c509d9bf 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -46,7 +46,7 @@ install_requires =
     pyyaml
     pydot
     importlib_resources; python_version<'3.7'
-    pandas>=1.1
+    pandas>=1.1, <2.0
     amply>=0.1.4
     networkx
     flatten_dict

From 3e80329c260cff76c69d7b0a11f51929c0e3edaf Mon Sep 17 00:00:00 2001
From: trevorb1 <trevor_barnes@sfu.ca>
Date: Sun, 16 Apr 2023 14:49:26 -0700
Subject: [PATCH 14/28] fix dtype issue

---
 src/otoole/results/result_package.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/otoole/results/result_package.py b/src/otoole/results/result_package.py
index e10641bb..991b3fe2 100644
--- a/src/otoole/results/result_package.py
+++ b/src/otoole/results/result_package.py
@@ -858,6 +858,7 @@ def discount_factor(
     if regions and years:
         discount_rate["YEAR"] = [years]
         discount_factor = discount_rate.explode("YEAR").reset_index(level="REGION")
+        discount_factor["YEAR"] = discount_factor["YEAR"].astype(int)
         discount_factor["NUM"] = discount_factor["YEAR"] - discount_factor["YEAR"].min()
         discount_factor["RATE"] = discount_factor["VALUE"] + 1
         discount_factor["VALUE"] = (

From ccd0760ba874a6b0a8caf43822e9a9d49ddc9d0c Mon Sep 17 00:00:00 2001
From: trevorb1 <trevor_barnes@sfu.ca>
Date: Sun, 16 Apr 2023 14:52:46 -0700
Subject: [PATCH 15/28] fix regex issue

---
 src/otoole/results/results.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/otoole/results/results.py b/src/otoole/results/results.py
index b8d3f334..0fa38337 100644
--- a/src/otoole/results/results.py
+++ b/src/otoole/results/results.py
@@ -284,7 +284,7 @@ def _convert_to_dataframe(self, file_path: Union[str, TextIO]) -> pd.DataFrame:
             skiprows=2,
         )  # type: pd.DataFrame
         df[["Variable", "Index"]] = df["Variable"].str.split("(", expand=True)
-        df["Index"] = df["Index"].str.replace(")", "", regex=True)
+        df["Index"] = df["Index"].str.replace(")", "")
         LOGGER.debug(df)
         df = df[(df["Value"] != 0)].reset_index()
         return df[["Variable", "Index", "Value"]].astype({"Value": float})
@@ -325,6 +325,6 @@ def _convert_to_dataframe(self, file_path: Union[str, TextIO]) -> pd.DataFrame:
             .str.split(expand=True)[1]
         )
         df[["Index", "Value"]] = df["indexvalue"].str.split(expand=True).loc[:, 0:1]
-        df["Index"] = df["Index"].str.replace(")", "", regex=True)
+        df["Index"] = df["Index"].str.replace(")", "")
         df = df.drop(columns=["indexvalue"])
         return df[["Variable", "Index", "Value"]].astype({"Value": float})

From b65b8ae648e07443d5fb111bc40062f9f5af53e3 Mon Sep 17 00:00:00 2001
From: trevorb1 <trevor_barnes@sfu.ca>
Date: Sun, 16 Apr 2023 14:58:27 -0700
Subject: [PATCH 16/28] flexible pandas version

---
 requirements.txt | 2 +-
 setup.cfg        | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/requirements.txt b/requirements.txt
index c99d1447..7a9f8eae 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -4,7 +4,7 @@ flatten_dict
 importlib_resources; python_version<'3.7'
 networkx
 openpyxl
-pandas<2.0
+pandas
 pydantic
 pydot
 pyyaml
diff --git a/setup.cfg b/setup.cfg
index c509d9bf..b410ffb8 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -46,7 +46,7 @@ install_requires =
     pyyaml
     pydot
     importlib_resources; python_version<'3.7'
-    pandas>=1.1, <2.0
+    pandas>=1.1
     amply>=0.1.4
     networkx
     flatten_dict

From b7b9e8021a4e7d42355c3ccf7381ed998d7f1692 Mon Sep 17 00:00:00 2001
From: trevorb1 <trevor_barnes@sfu.ca>
Date: Tue, 18 Apr 2023 16:02:48 -0700
Subject: [PATCH 17/28] update _check_parameter logic

---
 src/otoole/read_strategies.py | 26 +++++++++-----------------
 1 file changed, 9 insertions(+), 17 deletions(-)

diff --git a/src/otoole/read_strategies.py b/src/otoole/read_strategies.py
index a74b4166..e75fde82 100644
--- a/src/otoole/read_strategies.py
+++ b/src/otoole/read_strategies.py
@@ -54,41 +54,33 @@ def _check_parameter(self, df: pd.DataFrame, expected_headers: List, name: str):
         expected_headers: List
         name: str
         """
-        actual_headers = df.columns
-        logger.debug("Expected headers for %s: %s", name, expected_headers)
-
-        if "REGION" in expected_headers and "REGION" not in actual_headers:
-            raise ValueError("No REGION column provided for %s", name)
+        actual_headers = list(df.columns)
 
         if "MODEOFOPERATION" in actual_headers:
             df = df.rename(columns={"MODEOFOPERATION": "MODE_OF_OPERATION"})
 
         if actual_headers[-1] == "VALUE":
             logger.info(
-                "%s is already in narrow form with headers %s", name, df.columns
+                f"{name} is already in narrow form with headers {actual_headers}"
             )
             narrow = df
+            actual_headers = actual_headers[:-1]  # remove "VALUE"
         else:
             try:
                 narrow = pd.melt(
                     df,
-                    id_vars=expected_headers[:-1],
-                    var_name=expected_headers[-1],  # Normally 'YEAR'
+                    id_vars=actual_headers[:-1],
+                    var_name=actual_headers[-1],  # Normally 'YEAR'
                     value_name="new_VALUE",
                 )
                 narrow = narrow.rename(columns={"new_VALUE": "VALUE"})
+                logger.info(f"{name} reshaped from wide to narrow format")
             except IndexError as ex:
-                logger.debug("Could not reshape %s", df.columns)
+                logger.debug(f"Could not reshape {name}")
                 raise ex
 
-        all_headers = expected_headers + ["VALUE"]
-        for column in all_headers:
-            if column not in narrow.columns:
-                logger.warning("%s not in header of %s", column, name)
-
-        logger.debug("Final all headers for %s: %s", name, all_headers)
-
-        return narrow[all_headers].set_index(expected_headers)
+        all_headers = actual_headers + ["VALUE"]
+        return narrow[all_headers].set_index(actual_headers)
 
     def _whitespace_converter(self, indices: List[str]) -> Dict[str, Any]:
         """Creates converter for striping whitespace in dataframe

From 9e7db54b6f369e0ce450bf67a6f41c9c073ab136 Mon Sep 17 00:00:00 2001
From: trevorb1 <trevor_barnes@sfu.ca>
Date: Tue, 18 Apr 2023 19:18:47 -0700
Subject: [PATCH 18/28] update convert_wide_2_narrow logic

---
 src/otoole/exceptions.py            |  19 +++++++++++++
 src/otoole/input.py                 |  41 +++++++++++++++++++++++++---
 src/otoole/read_strategies.py       |  31 +++++++++++++++------
 tests/fixtures/combined_inputs.xlsx | Bin 111742 -> 129448 bytes
 tests/test_read_strategies.py       |   3 +-
 5 files changed, 79 insertions(+), 15 deletions(-)

diff --git a/src/otoole/exceptions.py b/src/otoole/exceptions.py
index 63a1c2ee..71b9c382 100644
--- a/src/otoole/exceptions.py
+++ b/src/otoole/exceptions.py
@@ -149,3 +149,22 @@ def __init__(self, resource, config_indices, data_indices):
 
     def __str__(self):
         return f"{self.resource} -> {self.message}. Config indices are {self.config_indices}. Data indices are {self.data_indices}."
+
+
+class OtooleError(OtooleException):
+    """General purpose error
+
+    Arguments
+    ---------
+    resource : str
+        Name of the resource which is invalid
+    message : str
+        Error message
+    """
+
+    def __init__(self, resource, message):
+        self.resource = resource
+        self.message = message
+
+    def __str__(self):
+        return f"{self.resource} -> {self.message}"
diff --git a/src/otoole/input.py b/src/otoole/input.py
index 627ed4c1..d8587bfb 100644
--- a/src/otoole/input.py
+++ b/src/otoole/input.py
@@ -386,7 +386,9 @@ def _check_index(
             details = self.user_config[name]
 
             if details["type"] == "param":
-                self._check_index_names(name=name, config=details, df=df)
+                self._check_param_index_names(name=name, config=details, df=df)
+            elif details["type"] == "set":
+                self._check_set_index_names(name=name, df=df)
 
             df = self._check_index_dtypes(name=name, config=details, df=df)
 
@@ -395,8 +397,10 @@ def _check_index(
         return input_data
 
     @staticmethod
-    def _check_index_names(name: str, config: Dict[str, Any], df: pd.DataFrame) -> None:
-        """Checks index names input data against config file
+    def _check_param_index_names(
+        name: str, config: Dict[str, Any], df: pd.DataFrame
+    ) -> None:
+        """Checks parameter index names input data against config file
 
         Arguments
         ---------
@@ -414,10 +418,16 @@ def _check_index_names(name: str, config: Dict[str, Any], df: pd.DataFrame) -> N
         """
 
         actual_indices = df.index.names
+        if actual_indices[0] is None:  # for ReadMemory
+            logger.debug(f"No mulit-index identified for {name}")
+            actual_indices = list(df)[:-1]  # Drop "VALUE"
+
+        logger.debug(f"Actual indices for {name} are {actual_indices}")
         try:
             expected_indices = config["indices"]
+            logger.debug(f"Expected indices for {name} are {expected_indices}")
         except KeyError:
-            logger.info(f"No index identifed for {name}")
+            logger.debug(f"No expected indices identifed for {name}")
             return
 
         if actual_indices == expected_indices:
@@ -429,6 +439,29 @@ def _check_index_names(name: str, config: Dict[str, Any], df: pd.DataFrame) -> N
                 data_indices=actual_indices,
             )
 
+    @staticmethod
+    def _check_set_index_names(name: str, df: pd.DataFrame) -> None:
+        """Checks for proper set index name
+
+        Arguments
+        ---------
+        name: str
+            Name of set
+        df: pd.DataFrame
+            Data read in for the parameter
+
+        Raises
+        ------
+        OtooleIndexError
+            If actual indices do not match expected indices
+        """
+        if not df.columns == ["VALUE"]:
+            raise OtooleIndexError(
+                resource=name,
+                config_indices=["VALUE"],
+                data_indices=df.columns,
+            )
+
     @staticmethod
     def _check_index_dtypes(
         name: str, config: Dict[str, Any], df: pd.DataFrame
diff --git a/src/otoole/read_strategies.py b/src/otoole/read_strategies.py
index e75fde82..3cd76bfa 100644
--- a/src/otoole/read_strategies.py
+++ b/src/otoole/read_strategies.py
@@ -6,7 +6,11 @@
 from amply import Amply
 from flatten_dict import flatten
 
-from otoole.exceptions import OtooleDeprecationError, OtooleExcelNameMismatchError
+from otoole.exceptions import (
+    OtooleDeprecationError,
+    OtooleError,
+    OtooleExcelNameMismatchError,
+)
 from otoole.input import ReadStrategy
 from otoole.preprocess.longify_data import check_datatypes, check_set_datatype
 from otoole.utils import create_name_mappings
@@ -45,7 +49,7 @@ def _check_set(self, df: pd.DataFrame, config_details: Dict, name: str):
 
         return narrow
 
-    def _check_parameter(self, df: pd.DataFrame, expected_headers: List, name: str):
+    def _convert_wide_2_narrow(self, df: pd.DataFrame, name: str):
         """Converts a dataframe from wide to narrow format
 
         Arguments
@@ -64,13 +68,22 @@ def _check_parameter(self, df: pd.DataFrame, expected_headers: List, name: str):
                 f"{name} is already in narrow form with headers {actual_headers}"
             )
             narrow = df
-            actual_headers = actual_headers[:-1]  # remove "VALUE"
+            converted_headers = actual_headers[:-1]  # remove "VALUE"
         else:
             try:
+                converted_headers = [
+                    x for x in actual_headers if not isinstance(x, int)
+                ]
+                converted_headers += ["YEAR"]
+                if "VALUE" in converted_headers:
+                    raise OtooleError(
+                        resource=name,
+                        message="'VALUE' can not be a header in wide format data",
+                    )
                 narrow = pd.melt(
                     df,
-                    id_vars=actual_headers[:-1],
-                    var_name=actual_headers[-1],  # Normally 'YEAR'
+                    id_vars=converted_headers[:-1],
+                    var_name=converted_headers[-1],  # Normally 'YEAR'
                     value_name="new_VALUE",
                 )
                 narrow = narrow.rename(columns={"new_VALUE": "VALUE"})
@@ -79,8 +92,8 @@ def _check_parameter(self, df: pd.DataFrame, expected_headers: List, name: str):
                 logger.debug(f"Could not reshape {name}")
                 raise ex
 
-        all_headers = actual_headers + ["VALUE"]
-        return narrow[all_headers].set_index(actual_headers)
+        all_headers = converted_headers + ["VALUE"]
+        return narrow[all_headers].set_index(converted_headers)
 
     def _whitespace_converter(self, indices: List[str]) -> Dict[str, Any]:
         """Creates converter for striping whitespace in dataframe
@@ -132,7 +145,7 @@ def read(
             entity_type = config[mod_name]["type"]
 
             if entity_type == "param":
-                narrow = self._check_parameter(df, config_details["indices"], mod_name)
+                narrow = self._convert_wide_2_narrow(df, mod_name)
             elif entity_type == "set":
                 narrow = self._check_set(df, config_details, mod_name)
 
@@ -198,7 +211,7 @@ def read(
 
             if entity_type == "param":
                 df = self._get_input_data(filepath, parameter, details, converter)
-                narrow = self._check_parameter(df, details["indices"], parameter)
+                narrow = self._convert_wide_2_narrow(df, parameter)
                 if not narrow.empty:
                     narrow_checked = check_datatypes(
                         narrow, self.user_config, parameter
diff --git a/tests/fixtures/combined_inputs.xlsx b/tests/fixtures/combined_inputs.xlsx
index a301dcfccb21655dcebef9b12a1bff456e6b89fe..b960759f64e6a8a65e31af0e88ed5316bb08e920 100644
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diff --git a/tests/test_read_strategies.py b/tests/test_read_strategies.py
index dd106e9c..368609d6 100644
--- a/tests/test_read_strategies.py
+++ b/tests/test_read_strategies.py
@@ -968,11 +968,10 @@ def test_narrow_parameters(self, user_config):
             ["IH0012", 0.071232876, 0.071232876, 0.071232876],
         ]
         df = pd.DataFrame(data, columns=["TIMESLICE", 2017, 2018, 2019])
-        config_details = ["TIMESLICE", "YEAR"]
         name = "YearSplit"
 
         reader = ReadExcel(user_config=user_config)
-        actual = reader._check_parameter(df, config_details, name)
+        actual = reader._convert_wide_2_narrow(df, name)
         data = [
             ["IW0016", 2017, 0.238356164],
             ["IW1624", 2017, 0.119178082],

From 926e035bf57f52b34f3aa3f841727d9a421bee5c Mon Sep 17 00:00:00 2001
From: trevorb1 <trevor_barnes@sfu.ca>
Date: Tue, 18 Apr 2023 21:22:35 -0700
Subject: [PATCH 19/28] tests for checking indices

---
 tests/test_input.py           | 207 +++++++++++++++++++++++++++++++++-
 tests/test_read_strategies.py |  13 ++-
 2 files changed, 218 insertions(+), 2 deletions(-)

diff --git a/tests/test_input.py b/tests/test_input.py
index 9bc69cea..a5edec6a 100644
--- a/tests/test_input.py
+++ b/tests/test_input.py
@@ -4,6 +4,7 @@
 from pandas.testing import assert_frame_equal
 from pytest import fixture, mark, raises
 
+from otoole.exceptions import OtooleIndexError
 from otoole.input import ReadStrategy, WriteStrategy
 
 
@@ -22,6 +23,22 @@ def technology():
     return pd.DataFrame(data=["NGCC", "HYD1"], columns=["VALUE"])
 
 
+@fixture
+def capital_cost():
+    df = pd.DataFrame(
+        data=[
+            ["SIMPLICITY", "NGCC", 2014, 1.23],
+            ["SIMPLICITY", "NGCC", 2015, 2.34],
+            ["SIMPLICITY", "NGCC", 2016, 3.45],
+            ["SIMPLICITY", "HYD1", 2014, 3.45],
+            ["SIMPLICITY", "HYD1", 2015, 2.34],
+            ["SIMPLICITY", "HYD1", 2016, 1.23],
+        ],
+        columns=["REGION", "TECHNOLOGY", "YEAR", "VALUE"],
+    ).set_index(["REGION", "TECHNOLOGY", "YEAR"])
+    return df
+
+
 @fixture()
 def simple_default_values():
     default_values = {}
@@ -32,11 +49,37 @@ def simple_default_values():
 
 
 @fixture
-def simple_input_data(region, year, technology):
+def simple_input_data(region, year, technology, capital_cost):
     return {
         "REGION": region,
         "TECHNOLOGY": technology,
         "YEAR": year,
+        "CapitalCost": capital_cost,
+    }
+
+
+@fixture
+def simple_user_config():
+    return {
+        "CapitalCost": {
+            "indices": ["REGION", "TECHNOLOGY", "YEAR"],
+            "type": "param",
+            "dtype": "float",
+            "default": 0,
+            "short_name": "CAPEX",
+        },
+        "REGION": {
+            "dtype": "str",
+            "type": "set",
+        },
+        "TECHNOLOGY": {
+            "dtype": "str",
+            "type": "set",
+        },
+        "YEAR": {
+            "dtype": "int",
+            "type": "set",
+        },
     }
 
 
@@ -269,6 +312,7 @@ def test_expand_defaults_exception(
 
 
 class TestReadStrategy:
+
     missing_input_test_data = (
         (
             "param",
@@ -280,6 +324,56 @@ class TestReadStrategy:
         ("set", "REGION", pd.DataFrame(columns=["VALUE"])),
     )
 
+    capex_correct = pd.DataFrame(
+        data=[
+            ["SIMPLICITY", "NGCC", 2014, 1.23],
+            ["SIMPLICITY", "NGCC", 2015, 2.34],
+            ["SIMPLICITY", "NGCC", 2016, 3.45],
+        ],
+        columns=["REGION", "TECHNOLOGY", "YEAR", "VALUE"],
+    ).set_index(["REGION", "TECHNOLOGY", "YEAR"])
+
+    capex_incorrect_dtype = pd.DataFrame(
+        data=[
+            ["SIMPLICITY", "NGCC", "2014", 1.23],
+            ["SIMPLICITY", "NGCC", "2015", 2.34],
+            ["SIMPLICITY", "NGCC", "2016", 3.45],
+        ],
+        columns=["REGION", "TECHNOLOGY", "YEAR", "VALUE"],
+    ).set_index(["REGION", "TECHNOLOGY", "YEAR"])
+
+    capex_incorrect_header = pd.DataFrame(
+        data=[
+            ["SIMPLICITY", "NGCC", 2014, 1.23],
+            ["SIMPLICITY", "NGCC", 2015, 2.34],
+            ["SIMPLICITY", "NGCC", 2016, 3.45],
+        ],
+        columns=["REGION", "FUEL", "YEAR", "VALUE"],
+    ).set_index(["REGION", "FUEL", "YEAR"])
+
+    year_correct = pd.DataFrame(data=[2014, 2015, 2016], columns=["VALUE"])
+
+    year_incorrect_dtype = pd.DataFrame(
+        data=["2014", "2015", "2016"], columns=["VALUE"]
+    )
+
+    year_incorrect_header = pd.DataFrame(data=[2014, 2015, 2016], columns=["YEAR"])
+
+    input_data_correct = (
+        ({"CapitalCost": capex_correct}, capex_correct),
+        ({"YEAR": year_correct}, year_correct),
+    )
+
+    input_data_incorrect_dtype = (
+        ({"CapitalCost": capex_incorrect_dtype}, capex_correct),
+        ({"YEAR": year_incorrect_dtype}, year_correct),
+    )
+
+    input_data_incorrect_header = (
+        {"CapitalCost": capex_incorrect_header},
+        {"YEAR": year_incorrect_header},
+    )
+
     @mark.parametrize(
         "config_type, test_value, expected",
         missing_input_test_data,
@@ -299,3 +393,114 @@ def test_get_missing_input_dataframes_excpetion(self, user_config):
         reader = DummyReadStrategy(user_config)
         with raises(ValueError):
             reader._get_missing_input_dataframes(input_data, config_type="not_valid")
+
+    @mark.parametrize(
+        "input_data, expected",
+        input_data_correct,
+        ids=["param", "set"],
+    )
+    def test_check_index(self, user_config, input_data, expected):
+        reader = DummyReadStrategy(user_config)
+        actual = reader._check_index(input_data)
+        for _, df in actual.items():
+            pd.testing.assert_frame_equal(df, expected)
+
+    @mark.parametrize(
+        "input_data, expected",
+        input_data_incorrect_dtype,
+        ids=["param", "set"],
+    )
+    def test_check_index_dtype(self, user_config, input_data, expected):
+        reader = DummyReadStrategy(user_config)
+        actual = reader._check_index(input_data)
+        for _, df in actual.items():
+            pd.testing.assert_frame_equal(df, expected)
+
+    @mark.parametrize(
+        "input_data",
+        input_data_incorrect_header,
+        ids=["param", "set"],
+    )
+    def test_check_index_header(self, user_config, input_data):
+        reader = DummyReadStrategy(user_config)
+        with raises(OtooleIndexError):
+            reader._check_index(input_data)
+
+    def test_check_index_config(self):
+        incorrect_user_config = {
+            "CapitalCost": {
+                "indices": ["REGION"],
+                "type": "param",
+                "dtype": "float",
+                "default": 0,
+            },
+            "REGION": {
+                "dtype": "str",
+                "type": "set",
+            },
+        }
+        data = pd.DataFrame(
+            data=[
+                ["SIMPLICITY", "NGCC", 2014, 1.23],
+            ],
+            columns=["REGION", "TECHNOLOGY", "YEAR", "VALUE"],
+        ).set_index(["REGION", "TECHNOLOGY", "YEAR"])
+        input_data = {"CapitalCost": data}
+        reader = DummyReadStrategy(incorrect_user_config)
+        with raises(OtooleIndexError):
+            reader._check_index(input_data)
+
+    @mark.parametrize(
+        "input_data, expected",
+        input_data_correct,
+        ids=["param", "set"],
+    )
+    def test_check_dtypes(self, user_config, input_data, expected):
+        reader = DummyReadStrategy(user_config)
+        for param, df in input_data.items():
+            actual = reader._check_index_dtypes(
+                name=param, config=user_config[param], df=df
+            )
+            pd.testing.assert_frame_equal(actual, expected)
+
+    def test_check_param_index_name_passes(self, user_config):
+        capex = pd.DataFrame(
+            data=[
+                ["SIMPLICITY", "NGCC", 2014, 1.23],
+                ["SIMPLICITY", "NGCC", 2015, 2.34],
+                ["SIMPLICITY", "NGCC", 2016, 3.45],
+            ],
+            columns=["REGION", "TECHNOLOGY", "YEAR", "VALUE"],
+        ).set_index(["REGION", "TECHNOLOGY", "YEAR"])
+
+        reader = DummyReadStrategy(user_config)
+        reader._check_param_index_names(
+            name="CapitalCost", config=user_config["CapitalCost"], df=capex
+        )
+
+    def test_check_param_index_name_fails(self, user_config):
+        capex = pd.DataFrame(
+            data=[
+                ["SIMPLICITY", "NGCC", 2014, 1.23],
+                ["SIMPLICITY", "NGCC", 2015, 2.34],
+                ["SIMPLICITY", "NGCC", 2016, 3.45],
+            ],
+            columns=["REGION", "FUEL", "YEAR", "VALUE"],
+        ).set_index(["REGION", "FUEL", "YEAR"])
+
+        reader = DummyReadStrategy(user_config)
+        with raises(OtooleIndexError):
+            reader._check_param_index_names(
+                name="CapitalCost", config=user_config["CapitalCost"], df=capex
+            )
+
+    def test_check_set_index_name_passes(self, user_config):
+        year = pd.DataFrame(data=[2014, 2015, 2016], columns=["VALUE"])
+        reader = DummyReadStrategy(user_config)
+        reader._check_set_index_names(name="YEAR", df=year)
+
+    def test_check_set_index_name_fails(self, user_config):
+        year = pd.DataFrame(data=[2014, 2015, 2016], columns=["YEAR"])
+        reader = DummyReadStrategy(user_config)
+        with raises(OtooleIndexError):
+            reader._check_set_index_names(name="YEAR", df=year)
diff --git a/tests/test_read_strategies.py b/tests/test_read_strategies.py
index 368609d6..4012f5ca 100644
--- a/tests/test_read_strategies.py
+++ b/tests/test_read_strategies.py
@@ -8,7 +8,7 @@
 from pytest import mark, raises
 
 from otoole import ReadCsv, ReadDatafile, ReadExcel, ReadMemory
-from otoole.exceptions import OtooleDeprecationError
+from otoole.exceptions import OtooleDeprecationError, OtooleError
 from otoole.preprocess.longify_data import check_datatypes
 from otoole.results.results import (
     ReadCbc,
@@ -990,6 +990,17 @@ def test_narrow_parameters(self, user_config):
         )
         pd.testing.assert_frame_equal(actual, expected)
 
+    def test_invalid_column_name(self, user_config):
+        data = [
+            ["ELC", "IW0016", 0.238356164, 0.238356164, 0.238356164],
+            ["ELC", "IW1624", 0.119178082, 0.119178082, 0.119178082],
+            ["ELC", "IH0012", 0.071232876, 0.071232876, 0.071232876],
+        ]
+        df = pd.DataFrame(data, columns=["VALUE", "TIMESLICE", 2017, 2018, 2019])
+        reader = ReadExcel(user_config=user_config)
+        with raises(OtooleError):
+            reader._convert_wide_2_narrow(df=df, name="example")
+
     def test_check_index(self, user_config):
 
         data = [

From 72522efc0dd8923f2f056fbd0bde6dbc320d54aa Mon Sep 17 00:00:00 2001
From: trevorb1 <trevor_barnes@sfu.ca>
Date: Tue, 18 Apr 2023 21:24:55 -0700
Subject: [PATCH 20/28] fix pandas version

---
 setup.cfg | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/setup.cfg b/setup.cfg
index c509d9bf..b410ffb8 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -46,7 +46,7 @@ install_requires =
     pyyaml
     pydot
     importlib_resources; python_version<'3.7'
-    pandas>=1.1, <2.0
+    pandas>=1.1
     amply>=0.1.4
     networkx
     flatten_dict

From 948ba775fa04594add6eb8bb1dacf77f90908331 Mon Sep 17 00:00:00 2001
From: trevorb1 <trevor_barnes@sfu.ca>
Date: Wed, 19 Apr 2023 15:47:29 -0700
Subject: [PATCH 21/28] fixed docstring

---
 src/otoole/input.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/otoole/input.py b/src/otoole/input.py
index 61728e7d..ebdd13e6 100644
--- a/src/otoole/input.py
+++ b/src/otoole/input.py
@@ -419,7 +419,7 @@ def _get_missing_input_dataframes(
         Arguments:
         ----------
         input_data: Dict[str, pd.DataFrame]
-            Data read in from the excel notebook
+            Internal datastore
         config_type: str
             Type of value. Must be "set", "param", or "result"
 

From fdf4ebba7d298c2eb7038b57b7b207b6189ee9ee Mon Sep 17 00:00:00 2001
From: trevorb1 <trevor_barnes@sfu.ca>
Date: Wed, 19 Apr 2023 16:33:03 -0700
Subject: [PATCH 22/28] updated excel fixture

---
 tests/fixtures/combined_inputs.xlsx | Bin 129448 -> 130205 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/tests/fixtures/combined_inputs.xlsx b/tests/fixtures/combined_inputs.xlsx
index b960759f64e6a8a65e31af0e88ed5316bb08e920..cbb0242f899622559ac8229f16e7f445cb14ad2d 100644
GIT binary patch
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From 8349247ae91d759f6067bc26d556c6b4793ce8f2 Mon Sep 17 00:00:00 2001
From: trevorb1 <trevor_barnes@sfu.ca>
Date: Wed, 19 Apr 2023 17:13:08 -0700
Subject: [PATCH 23/28] pr and issue templates

---
 .github/ISSUE_TEMPLATE/bug_report.yaml | 90 ++++++++++++++++++++++++++
 .github/ISSUE_TEMPLATE/docs.yaml       | 53 +++++++++++++++
 .github/ISSUE_TEMPLATE/feature.yaml    | 39 +++++++++++
 .github/pull_request_template.md       | 12 ++++
 4 files changed, 194 insertions(+)
 create mode 100644 .github/ISSUE_TEMPLATE/bug_report.yaml
 create mode 100644 .github/ISSUE_TEMPLATE/docs.yaml
 create mode 100644 .github/ISSUE_TEMPLATE/feature.yaml
 create mode 100644 .github/pull_request_template.md

diff --git a/.github/ISSUE_TEMPLATE/bug_report.yaml b/.github/ISSUE_TEMPLATE/bug_report.yaml
new file mode 100644
index 00000000..32399205
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/bug_report.yaml
@@ -0,0 +1,90 @@
+name: Bug Report
+description: File a bug report
+title: "[Bug]: <Replace with short description of bug>"
+labels: ["bug"]
+# assignees:
+#   - trevorb1
+body:
+
+  - type: textarea
+    attributes:
+      label: The Issue
+      description: A concise description of the issue you are experiencing.
+    validations:
+      required: false
+
+  - type: textarea
+    attributes:
+      label: Expected Behavior
+      description: A concise description of what you expected to happen.
+    validations:
+      required: false
+
+  - type: textarea
+    attributes:
+      label: Steps To Reproduce
+      description: How do you trigger this bug? Please walk us through it step by step.
+      placeholder: |
+        1. Running this command...
+        2. With this config.yaml file data...
+    validations:
+      required: false
+
+  - type: textarea
+    id: logs
+    attributes:
+      label: Log output
+      description: Please copy and paste any relevant log output. This will be automatically formatted into code, so no need for backticks.
+      placeholder: |
+        Please include the full traceback error by running otoole in verbose mode with the "-v" flag
+        For example, "otoole -v convert ..."
+      render: shell
+    validations:
+      required: false
+
+  - type: dropdown
+    id: os
+    attributes:
+      label: Operating System
+      description: What operating system are you running?
+      options:
+        - Linux
+        - MacOS
+        - Windows
+    validations:
+      required: true
+
+  - type: textarea
+    id: version
+    attributes:
+      label: What version of otoole are you running?
+      description: |
+        To check your version, use the command "otoole -V"
+    validations:
+      required: true
+
+  - type: textarea
+    id: solution
+    attributes:
+      label: Possible Solution
+      description: Do you have an idea on how to fix the issue?
+    validations:
+      required: false
+
+  - type: textarea
+    id: other
+    attributes:
+      label: Anything else?
+      description: |
+        Tip: You can attach images or log files by clicking this area to highlight it and then dragging files in.
+    validations:
+      required: false
+
+  # - type: checkboxes
+  #   id: terms
+  #   attributes:
+  #     label: Code of Conduct
+  #     description: By submitting this issue, you agree to follow our [Code of Conduct](https://example.com)
+  #     options:
+  #       - label: I agree to follow this project's Code of Conduct
+  #         required: true
diff --git a/.github/ISSUE_TEMPLATE/docs.yaml b/.github/ISSUE_TEMPLATE/docs.yaml
new file mode 100644
index 00000000..946d3712
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/docs.yaml
@@ -0,0 +1,53 @@
+name: Documentation
+description: Issues relating to documentation
+title: "[DOCS] <Replace with short description of documentation issue>"
+labels: ["documentation"]
+body:
+
+- type: dropdown
+  id: issuetype
+  attributes:
+    label: Type of documentation issue.
+    multiple: true
+    options:
+      - Missing Information
+      - Incorect Information
+      - Typo
+      - Other
+  validations:
+    required: true
+
+- type: textarea
+  id: description
+  attributes:
+    label: Issue Description
+    description: Detailed description of the documentation issue.
+    placeholder: |
+      ie. There is no description of how to convert from excel files
+  validations:
+    required: true
+
+- type: input
+  id: current
+  attributes:
+    label: Link to existing documentation
+    description: If applicable, provide the link to the current documentation location
+  validations:
+    required: false
+
+- type: input
+  id: solution
+  attributes:
+    label: Suggested Update
+    description: Do you have an idea on how to update the documention?
+  validations:
+    required: false
+
+- type: textarea
+  id: other
+  attributes:
+    label: Additional Info
+    description: |
+      Please provide any additional information to help fix this documentation issue.
+  validations:
+    required: false
diff --git a/.github/ISSUE_TEMPLATE/feature.yaml b/.github/ISSUE_TEMPLATE/feature.yaml
new file mode 100644
index 00000000..a70c1c1a
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/feature.yaml
@@ -0,0 +1,39 @@
+name: Feature request
+description: Ideas to improve the otoole
+title: "[FEATURE] <Replace with short description of feature request>"
+labels: ["enhancement"]
+body:
+
+- type: textarea
+  id: request
+  attributes:
+    label: Feature Request
+    description: Detailed description the suggested improvement
+  validations:
+    required: true
+
+- type: input
+  id: bug
+  attributes:
+    label: Is your feature related to a bug?
+    description: If applicable, refer to a an existing bug using the `#bugid` keyword
+    placeholder: "#bugid 10"
+  validations:
+    required: false
+
+- type: textarea
+  id: solution
+  attributes:
+    label: Suggested Solution
+    description: Do you have an idea on how to implement the idea?
+  validations:
+    required: false
+
+- type: textarea
+  id: other
+  attributes:
+    label: Additional Info
+    description: |
+      Please provide any additional information or resources that will help us implement the idea.
+  validations:
+    required: false
diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md
new file mode 100644
index 00000000..467141a4
--- /dev/null
+++ b/.github/pull_request_template.md
@@ -0,0 +1,12 @@
+<!--- Provide a short description of the pull request -->
+
+### Description
+<!--- Describe your changes in detail -->
+
+
+### Issue Ticket Number
+<!--- Link corresponding issue number -->
+
+
+### Documentation
+<!--- Where and how has this change been documented -->

From 1cd8e3a71df3831fdcf50bde30f1bf98856ae23b Mon Sep 17 00:00:00 2001
From: Trevor Barnes <67297083+trevorb1@users.noreply.github.com>
Date: Wed, 19 Apr 2023 17:15:50 -0700
Subject: [PATCH 24/28] Update bug_report.yaml

---
 .github/ISSUE_TEMPLATE/bug_report.yaml | 9 ++++-----
 1 file changed, 4 insertions(+), 5 deletions(-)

diff --git a/.github/ISSUE_TEMPLATE/bug_report.yaml b/.github/ISSUE_TEMPLATE/bug_report.yaml
index 32399205..d8813ae7 100644
--- a/.github/ISSUE_TEMPLATE/bug_report.yaml
+++ b/.github/ISSUE_TEMPLATE/bug_report.yaml
@@ -34,10 +34,9 @@ body:
     id: logs
     attributes:
       label: Log output
-      description: Please copy and paste any relevant log output. This will be automatically formatted into code, so no need for backticks.
-      placeholder: |
-        Please include the full traceback error by running otoole in verbose mode with the "-v" flag
-        For example, "otoole -v convert ..."
+      description: | 
+        Please copy and paste any relevant log output. This will be automatically formatted into code, so no need for backticks.
+        To include the full traceback error, run otoole in verbose mode with the "-v" flag
       render: shell
     validations:
       required: false
@@ -54,7 +53,7 @@ body:
     validations:
       required: true
 
-  - type: textarea
+  - type: input
     id: version
     attributes:
       label: What version of otoole are you running?

From 997a274e09ae0f780e86856a2bf510b62e132b15 Mon Sep 17 00:00:00 2001
From: Trevor Barnes <67297083+trevorb1@users.noreply.github.com>
Date: Wed, 19 Apr 2023 17:16:23 -0700
Subject: [PATCH 25/28] Update bug_report.yaml

---
 .github/ISSUE_TEMPLATE/bug_report.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/ISSUE_TEMPLATE/bug_report.yaml b/.github/ISSUE_TEMPLATE/bug_report.yaml
index d8813ae7..281fce3a 100644
--- a/.github/ISSUE_TEMPLATE/bug_report.yaml
+++ b/.github/ISSUE_TEMPLATE/bug_report.yaml
@@ -51,7 +51,7 @@ body:
         - MacOS
         - Windows
     validations:
-      required: true
+      required: false
 
   - type: input
     id: version

From 57876f41c1ef853da8bdecebeb0ed58253ad006c Mon Sep 17 00:00:00 2001
From: Trevor Barnes <67297083+trevorb1@users.noreply.github.com>
Date: Wed, 19 Apr 2023 17:17:00 -0700
Subject: [PATCH 26/28] Update bug_report.yaml

---
 .github/ISSUE_TEMPLATE/bug_report.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/ISSUE_TEMPLATE/bug_report.yaml b/.github/ISSUE_TEMPLATE/bug_report.yaml
index 281fce3a..ee0afeeb 100644
--- a/.github/ISSUE_TEMPLATE/bug_report.yaml
+++ b/.github/ISSUE_TEMPLATE/bug_report.yaml
@@ -11,7 +11,7 @@ body:
       label: The Issue
       description: A concise description of the issue you are experiencing.
     validations:
-      required: false
+      required: true
 
   - type: textarea
     attributes:
@@ -51,7 +51,7 @@ body:
         - MacOS
         - Windows
     validations:
-      required: false
+      required: true
 
   - type: input
     id: version

From 64eea148f1c77a64123fd6ba31db8d7b1f659a5c Mon Sep 17 00:00:00 2001
From: Trevor Barnes <67297083+trevorb1@users.noreply.github.com>
Date: Wed, 19 Apr 2023 17:17:47 -0700
Subject: [PATCH 27/28] Update docs.yaml

---
 .github/ISSUE_TEMPLATE/docs.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/ISSUE_TEMPLATE/docs.yaml b/.github/ISSUE_TEMPLATE/docs.yaml
index 946d3712..f7e92e11 100644
--- a/.github/ISSUE_TEMPLATE/docs.yaml
+++ b/.github/ISSUE_TEMPLATE/docs.yaml
@@ -27,7 +27,7 @@ body:
   validations:
     required: true
 
-- type: input
+- type: textarea
   id: current
   attributes:
     label: Link to existing documentation
@@ -35,7 +35,7 @@ body:
   validations:
     required: false
 
-- type: input
+- type: textarea
   id: solution
   attributes:
     label: Suggested Update

From 833b65a43e47e72b67fcc344ce01a4cbe5eeb922 Mon Sep 17 00:00:00 2001
From: Trevor Barnes <67297083+trevorb1@users.noreply.github.com>
Date: Wed, 19 Apr 2023 17:22:08 -0700
Subject: [PATCH 28/28] Update bug_report.yaml

---
 .github/ISSUE_TEMPLATE/bug_report.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/ISSUE_TEMPLATE/bug_report.yaml b/.github/ISSUE_TEMPLATE/bug_report.yaml
index ee0afeeb..b3459f52 100644
--- a/.github/ISSUE_TEMPLATE/bug_report.yaml
+++ b/.github/ISSUE_TEMPLATE/bug_report.yaml
@@ -34,7 +34,7 @@ body:
     id: logs
     attributes:
       label: Log output
-      description: | 
+      description: |
         Please copy and paste any relevant log output. This will be automatically formatted into code, so no need for backticks.
         To include the full traceback error, run otoole in verbose mode with the "-v" flag
       render: shell