Refactor module and forecast imports

README.md

@@ -29,7 +29,7 @@ to a microgrid:
 ```python
 import numpy as np
 from pymgrid import Microgrid
-from pymgrid.microgrid.modules import GensetModule, BatteryModule, LoadModule, RenewableModule
+from pymgrid.modules import GensetModule, BatteryModule, LoadModule, RenewableModule
 
 
 genset = GensetModule(running_min_production=10,

notebooks/modular_microgrid_demo.ipynb

@@ -9,7 +9,7 @@
    "source": [
     "from pymgrid.MicrogridGenerator import MicrogridGenerator\n",
     "from pymgrid import Microgrid\n",
-    "from pymgrid.microgrid.modules import *\n",
+    "from pymgrid.modules import *\n",
     "import numpy as np\n"
    ]
   },
@@ -1010,7 +1010,7 @@
      "text": [
       "\n",
       "_modules\n",
-      "{'fixed': {'sources': {'genset': [<pymgrid.microgrid.modules.genset_module.GensetModule object at 0x7fedac51b250>]}, 'sinks': {'load': [<pymgrid.microgrid.modules.load_module.LoadModule object at 0x7fed600e2390>]}, 'source_and_sinks': {'battery': [<pymgrid.microgrid.modules.battery_module.BatteryModule object at 0x7fedac51b150>]}}, 'sources': {'fixed': {'genset': [<pymgrid.microgrid.modules.genset_module.GensetModule object at 0x7fedac51b250>]}, 'flex': {'PV': [<pymgrid.microgrid.modules.renewable_module.RenewableModule object at 0x7fed5821d090>]}}, 'sinks': {'fixed': {'load': [<pymgrid.microgrid.modules.load_module.LoadModule object at 0x7fed600e2390>]}, 'flex': {}}, 'source_and_sinks': {'fixed': {'battery': [<pymgrid.microgrid.modules.battery_module.BatteryModule object at 0x7fedac51b150>]}, 'flex': {'unbalanced_energy': [<pymgrid.microgrid.modules.unbalanced_energy_module.UnbalancedEnergyModule object at 0x7fed600e2410>]}}, 'flex': {'sources': {'PV': [<pymgrid.microgrid.modules.renewable_module.RenewableModule object at 0x7fed5821d090>]}, 'sinks': {}, 'source_and_sinks': {'unbalanced_energy': [<pymgrid.microgrid.modules.unbalanced_energy_module.UnbalancedEnergyModule object at 0x7fed600e2410>]}}}\n",
+      "{'fixed': {'sources': {'genset': [<pymgrid.modules.genset_module.GensetModule object at 0x7fedac51b250>]}, 'sinks': {'load': [<pymgrid.modules.load_module.LoadModule object at 0x7fed600e2390>]}, 'source_and_sinks': {'battery': [<pymgrid.modules.battery_module.BatteryModule object at 0x7fedac51b150>]}}, 'sources': {'fixed': {'genset': [<pymgrid.modules.genset_module.GensetModule object at 0x7fedac51b250>]}, 'flex': {'PV': [<pymgrid.modules.renewable_module.RenewableModule object at 0x7fed5821d090>]}}, 'sinks': {'fixed': {'load': [<pymgrid.modules.load_module.LoadModule object at 0x7fed600e2390>]}, 'flex': {}}, 'source_and_sinks': {'fixed': {'battery': [<pymgrid.modules.battery_module.BatteryModule object at 0x7fedac51b150>]}, 'flex': {'unbalanced_energy': [<pymgrid.modules.unbalanced_energy_module.UnbalancedEnergyModule object at 0x7fed600e2410>]}}, 'flex': {'sources': {'PV': [<pymgrid.modules.renewable_module.RenewableModule object at 0x7fed5821d090>]}, 'sinks': {}, 'source_and_sinks': {'unbalanced_energy': [<pymgrid.modules.unbalanced_energy_module.UnbalancedEnergyModule object at 0x7fed600e2410>]}}}\n",
       "\n",
       "_balance_logger\n",
       "{}\n"

src/pymgrid/__init__.py

@@ -4,6 +4,7 @@
 
 PROJECT_PATH = Path(__file__).parent
 
-from .non_modular_microgrid import NonModularMicrogrid
-from .microgrid import Microgrid
+from ._deprecated.non_modular_microgrid import NonModularMicrogrid
+from .modular_microgrid import Microgrid
 from .MicrogridGenerator import MicrogridGenerator
+

src/pymgrid/Environments/pymgrid_csca.py → src/pymgrid/_deprecated/Environments/pymgrid_csca.py

@@ -1,7 +1,7 @@
 from abc import ABC
 import gym, logging, numpy as np, pandas as pd
 from gym import Env
-from pymgrid.non_modular_microgrid import NonModularMicrogrid
+from pymgrid._deprecated.non_modular_microgrid import NonModularMicrogrid
 from pymgrid.MicrogridGenerator import MicrogridGenerator
 from copy import deepcopy
 from pymgrid.algos.saa.saa import SampleAverageApproximation

src/pymgrid/non_modular_microgrid.py → src/pymgrid/_deprecated/non_modular_microgrid.py

@@ -23,12 +23,8 @@
 import pandas as pd
 import numpy as np
 from copy import copy
-import cvxpy as cp
-import operator
-import sys
 from plotly.offline import init_notebook_mode, iplot
 import matplotlib.pyplot as plt
-import cufflinks as cf
 from IPython.display import display
 from IPython import get_ipython
 
@@ -1263,10 +1259,10 @@ def penalty(self, coef = 1):
 
     @classmethod
     def from_modular(cls, modular):
-        from pymgrid.microgrid.convert.convert import to_nonmodular
+        from pymgrid.convert.convert import to_nonmodular
         return to_nonmodular(modular)
 
     def to_modular(self):
-        from pymgrid.microgrid.convert.convert import to_modular
+        from pymgrid.convert.convert import to_modular
         return to_modular(self)
 

src/pymgrid/microgrid/convert/convert.py → src/pymgrid/convert/convert.py

@@ -1,7 +1,7 @@
-from pymgrid.non_modular_microgrid import NonModularMicrogrid
-from pymgrid.microgrid.modular_microgrid.modular_microgrid import Microgrid
-from pymgrid.microgrid.convert.get_module import get_module
-from pymgrid.microgrid.convert.to_nonmodular_ops import check_viability, add_params_from_module, get_empty_params, finalize_params
+from pymgrid._deprecated.non_modular_microgrid import NonModularMicrogrid
+from pymgrid.modular_microgrid.modular_microgrid import Microgrid
+from pymgrid.convert.get_module import get_module
+from pymgrid.convert.to_nonmodular_ops import check_viability, add_params_from_module, get_empty_params, finalize_params
 
 
 def to_modular(nonmodular, raise_errors=False):

src/pymgrid/microgrid/convert/get_module.py → src/pymgrid/convert/get_module.py

@@ -1,5 +1,5 @@
 import pandas as pd
-from pymgrid.microgrid.modules import LoadModule, RenewableModule, BatteryModule, GridModule, GensetModule, UnbalancedEnergyModule
+from pymgrid.modules import LoadModule, RenewableModule, BatteryModule, GridModule, GensetModule, UnbalancedEnergyModule
 
 
 def get_module(component, nonmodular, raise_errors):

src/pymgrid/microgrid/convert/to_nonmodular_ops.py → src/pymgrid/convert/to_nonmodular_ops.py

@@ -1,4 +1,4 @@
-from pymgrid.microgrid.modules import LoadModule, RenewableModule, BatteryModule, GridModule, GensetModule, UnbalancedEnergyModule
+from pymgrid.modules import LoadModule, RenewableModule, BatteryModule, GridModule, GensetModule, UnbalancedEnergyModule
 from copy import deepcopy
 import pandas as pd
 import numpy as np

src/pymgrid/envs/__init__.py

@@ -0,0 +1,2 @@
+from .discrete.discrete import DiscreteMicrogridEnv
+from .continuous.continuous import ContinuousMicrogridEnv

src/pymgrid/envs/base/__init__.py

@@ -0,0 +1 @@
+from .base import BaseMicrogridEnv

src/pymgrid/microgrid/envs/base/base.py → src/pymgrid/envs/base/base.py

@@ -3,7 +3,7 @@
 from abc import abstractmethod
 
 from pymgrid import NonModularMicrogrid, Microgrid
-from pymgrid.microgrid.envs.base.skip_init import skip_init
+from pymgrid.envs.base.skip_init import skip_init
 
 
 class BaseMicrogridEnv(Microgrid, Env):

src/pymgrid/microgrid/envs/continuous/continuous.py → src/pymgrid/envs/continuous/continuous.py

@@ -1,7 +1,7 @@
 from gym.spaces import Dict, Tuple, flatten_space
 from warnings import warn
 
-from pymgrid.microgrid.envs.base.base import BaseMicrogridEnv
+from pymgrid.envs.base import BaseMicrogridEnv
 
 
 class ContinuousMicrogridEnv(BaseMicrogridEnv):

src/pymgrid/microgrid/envs/discrete/discrete.py → src/pymgrid/envs/discrete/discrete.py

@@ -4,8 +4,8 @@
 from gym.spaces import Discrete
 from math import isclose
 
-from pymgrid.microgrid.envs.base.base import BaseMicrogridEnv
-from pymgrid.microgrid.utils.logger import ModularLogger
+from pymgrid.envs.base import BaseMicrogridEnv
+from pymgrid.utils.logger import ModularLogger
 
 
 class DiscreteMicrogridEnv(BaseMicrogridEnv):

src/pymgrid/forecast/__init__.py

@@ -0,0 +1 @@
+from .forecaster import get_forecaster, OracleForecaster, GaussianNoiseForecaster, UserDefinedForecaster, NoForecaster

src/pymgrid/microgrid/__init__.py

@@ -1,3 +1,2 @@
 DEFAULT_HORIZON = 23
 
-from .modular_microgrid.modular_microgrid import Microgrid

src/pymgrid/modular_microgrid/__init__.py

@@ -0,0 +1 @@
+from .modular_microgrid import Microgrid

src/pymgrid/microgrid/modular_microgrid/modular_microgrid.py → src/pymgrid/modular_microgrid/modular_microgrid.py

@@ -6,11 +6,10 @@
 from warnings import warn
 
 from pymgrid.microgrid import DEFAULT_HORIZON
-from pymgrid.microgrid.modules import *
-from pymgrid.microgrid.modules.module_container import ModuleContainer
-from pymgrid.microgrid.utils.logger import ModularLogger
-from pymgrid.microgrid.utils.step import MicrogridStep
-from pymgrid.microgrid.utils.serialize import add_numpy_pandas_representers, add_numpy_pandas_constructors, dump_data
+from pymgrid.modules import ModuleContainer, UnbalancedEnergyModule
+from pymgrid.utils.logger import ModularLogger
+from pymgrid.modular_microgrid.utils.step import MicrogridStep
+from pymgrid.utils.serialize import add_numpy_pandas_representers, add_numpy_pandas_constructors, dump_data
 
 
 class Microgrid(yaml.YAMLObject):
@@ -279,11 +278,11 @@ def serialize(self, dumper_stream):
 
     @classmethod
     def from_nonmodular(cls, nonmodular):
-        from pymgrid.microgrid.convert.convert import to_modular
+        from pymgrid.convert.convert import to_modular
         return to_modular(nonmodular)
 
     def to_nonmodular(self):
-        from pymgrid.microgrid.convert.convert import to_nonmodular
+        from pymgrid.convert.convert import to_nonmodular
         return to_nonmodular(self)
 
     @classmethod

src/pymgrid/microgrid/modules/__init__.py → src/pymgrid/modules/__init__.py

@@ -1,6 +1,8 @@
 from .battery_module import BatteryModule
-from .renewable_module import RenewableModule
+from .genset_module import GensetModule
+from .grid_module import GridModule
 from .load_module import LoadModule
+from .renewable_module import RenewableModule
 from .unbalanced_energy_module import UnbalancedEnergyModule
-from .grid_module import GridModule
-from .genset_module import GensetModule
+
+from .module_container import ModuleContainer

src/pymgrid/modules/base/__init__.py

@@ -0,0 +1,2 @@
+from .base_module import BaseMicrogridModule
+from .timeseries.base_timeseries_module import BaseTimeSeriesMicrogridModule

src/pymgrid/microgrid/modules/base/base_module.py → src/pymgrid/modules/base/base_module.py

@@ -7,9 +7,9 @@
 from gym.spaces import Box
 from warnings import warn
 
-from pymgrid.microgrid.utils.logger import ModularLogger
-from pymgrid.microgrid.utils.normalize import Normalize, IdentityNormalize
-from pymgrid.microgrid.utils.serialize import add_numpy_pandas_representers, add_numpy_pandas_constructors, dump_data
+from pymgrid.utils.logger import ModularLogger
+from pymgrid.modules.utils.normalize import Normalize, IdentityNormalize
+from pymgrid.utils.serialize import add_numpy_pandas_representers, add_numpy_pandas_constructors, dump_data
 
 
 script_logger = logging.getLogger(__name__)

src/pymgrid/microgrid/modules/base/timeseries/base_timeseries_module.py → src/pymgrid/modules/base/timeseries/base_timeseries_module.py

@@ -1,9 +1,9 @@
-from abc import ABC, abstractmethod
+from abc import abstractmethod
 
 import numpy as np
 from pymgrid.microgrid import DEFAULT_HORIZON
-from pymgrid.microgrid.modules.base import BaseMicrogridModule
-from pymgrid.microgrid.modules.base.timeseries.forecaster import get_forecaster
+from pymgrid.modules.base import BaseMicrogridModule
+from pymgrid.forecast.forecaster import get_forecaster
 
 
 class BaseTimeSeriesMicrogridModule(BaseMicrogridModule):
@@ -107,7 +107,7 @@ def forecast_horizon(self, value):
             self._forecast_horizon = value
         else:
             from warnings import warn
-            from pymgrid.microgrid.modules.base.timeseries.forecaster import OracleForecaster
+            from pymgrid.forecast.forecaster import OracleForecaster
             warn("Setting forecast_horizon requires a non-null forecaster. Implementing OracleForecaster.")
             self.forecaster = OracleForecaster()
             self._forecast_horizon = value

src/pymgrid/microgrid/modules/battery_module.py → src/pymgrid/modules/battery_module.py

@@ -1,4 +1,4 @@
-from pymgrid.microgrid.modules.base import BaseMicrogridModule
+from pymgrid.modules.base import BaseMicrogridModule
 import numpy as np
 import yaml
 from warnings import warn

src/pymgrid/microgrid/modules/genset_module.py → src/pymgrid/modules/genset_module.py

@@ -2,7 +2,7 @@
 import numpy as np
 from warnings import warn
 
-from pymgrid.microgrid.modules.base import BaseMicrogridModule
+from pymgrid.modules.base import BaseMicrogridModule
 
 
 class GensetModule(BaseMicrogridModule):

src/pymgrid/microgrid/modules/grid_module.py → src/pymgrid/modules/grid_module.py

@@ -2,7 +2,7 @@
 import yaml
 
 from pymgrid.microgrid import DEFAULT_HORIZON
-from pymgrid.microgrid.modules.base import BaseTimeSeriesMicrogridModule
+from pymgrid.modules.base import BaseTimeSeriesMicrogridModule
 
 
 class GridModule(BaseTimeSeriesMicrogridModule):

src/pymgrid/microgrid/modules/load_module.py → src/pymgrid/modules/load_module.py

@@ -2,7 +2,7 @@
 import yaml
 
 from pymgrid.microgrid import DEFAULT_HORIZON
-from pymgrid.microgrid.modules.base import BaseTimeSeriesMicrogridModule
+from pymgrid.modules.base import BaseTimeSeriesMicrogridModule
 
 
 class LoadModule(BaseTimeSeriesMicrogridModule):

src/pymgrid/microgrid/modules/module_container.py → src/pymgrid/modules/module_container.py

@@ -1,6 +1,6 @@
 import json
 from collections import UserDict, UserList
-from pymgrid.microgrid.modules.base import BaseMicrogridModule
+from pymgrid.modules.base import BaseMicrogridModule
 
 
 class ModuleContainer(UserDict):

src/pymgrid/microgrid/modules/renewable_module.py → src/pymgrid/modules/renewable_module.py

@@ -2,7 +2,7 @@
 import yaml
 
 from pymgrid.microgrid import DEFAULT_HORIZON
-from pymgrid.microgrid.modules.base import BaseTimeSeriesMicrogridModule
+from pymgrid.modules.base import BaseTimeSeriesMicrogridModule
 
 
 class RenewableModule(BaseTimeSeriesMicrogridModule):

src/pymgrid/microgrid/modules/unbalanced_energy_module.py → src/pymgrid/modules/unbalanced_energy_module.py

@@ -1,7 +1,7 @@
 import numpy as np
 import yaml
 
-from pymgrid.microgrid.modules.base import BaseMicrogridModule
+from pymgrid.modules.base import BaseMicrogridModule
 
 
 class UnbalancedEnergyModule(BaseMicrogridModule):

tests/control/test_mpc.py

@@ -14,7 +14,7 @@ def test_init(self):
         self.assertEqual(mpc.horizon, 1)
 
     def test_run_with_load_pv_battery_grid(self):
-        from pymgrid.microgrid.modules import RenewableModule, LoadModule
+        from pymgrid.modules import RenewableModule, LoadModule
 
         forecast_steps = 10
         pv_const = 50
@@ -35,7 +35,7 @@ def test_run_with_load_pv_battery_grid(self):
                         )
 
     def test_run_with_load_pv_battery_genset(self):
-        from pymgrid.microgrid.modules import RenewableModule, LoadModule
+        from pymgrid.modules import RenewableModule, LoadModule
 
         forecast_steps = 10
         pv_const = 50
@@ -56,7 +56,7 @@ def test_run_with_load_pv_battery_genset(self):
                          [10.] * mpc_output.shape[0])
 
     def test_run_twice_with_load_pv_battery_genset(self):
-        from pymgrid.microgrid.modules import RenewableModule, LoadModule
+        from pymgrid.modules import RenewableModule, LoadModule
 
         forecast_steps = 10
         pv_const = 50
@@ -83,7 +83,7 @@ def test_run_twice_with_load_pv_battery_genset(self):
         self.assertEqual(mpc_output[("genset", 0, "genset_production")].values, [10.] * mpc_output.shape[0])
 
     def test_run_with_load_pv_battery_grid_different_names(self):
-        from pymgrid.microgrid.modules import RenewableModule, LoadModule
+        from pymgrid.modules import RenewableModule, LoadModule
 
         forecast_steps = 10
         pv_const = 50

tests/envs/discrete.py

@@ -1,7 +1,7 @@
 from tests.helpers.test_case import TestCase
 from tests.helpers.modular_microgrid import get_modular_microgrid
 
-from pymgrid.microgrid.envs import DiscreteMicrogridEnv
+from pymgrid.envs import DiscreteMicrogridEnv
 
 
 class TestDiscreteEnv(TestCase):

tests/helpers/genset_module_testing_utils.py

@@ -1,4 +1,4 @@
-from pymgrid.microgrid.modules import GensetModule
+from pymgrid.modules import GensetModule
 
 
 default_params = dict(running_min_production=10,

tests/helpers/modular_microgrid.py

@@ -1,7 +1,15 @@
-from pymgrid.microgrid.modular_microgrid.modular_microgrid import Microgrid
-from pymgrid.microgrid.modules import *
 import numpy as np
 
+from pymgrid import Microgrid
+
+from pymgrid.modules import (
+    BatteryModule,
+    GensetModule,
+    GridModule,
+    LoadModule,
+    RenewableModule
+)
+
 
 def get_modular_microgrid(remove_modules=(), additional_modules=None, add_unbalanced_module=True):
 

tests/microgrid/modules/conversion_test/test_modular_conversion.py

@@ -15,7 +15,6 @@ def setUp(self) -> None:
         self.strong_grid_and_genset = [microgrid for microgrid in mgen.microgrids if
                                        microgrid.architecture["genset"] and self.is_strong_grid(microgrid)]
 
-
     @staticmethod
     def is_weak_grid(microgrid):
         return microgrid.architecture["grid"] and microgrid._grid_status_ts.min().item() < 1

tests/microgrid/modules/forecaster_tests/test_forecaster.py

@@ -1,6 +1,6 @@
 import numpy as np
 from tests.helpers.test_case import TestCase
-from pymgrid.microgrid.modules.base.timeseries.forecaster import (
+from pymgrid.forecast import (
     get_forecaster, OracleForecaster, GaussianNoiseForecaster, UserDefinedForecaster, NoForecaster)
 
 

tests/microgrid/modules/module_tests/test_renewable_module.py

@@ -1,7 +1,7 @@
 import numpy as np
 from gym.spaces import Box
 
-from pymgrid.microgrid.modules.renewable_module import RenewableModule
+from pymgrid.modules import RenewableModule
 from tests.helpers.test_case import TestCase