Release 1.3.0

docs/conf.py

@@ -16,7 +16,7 @@
 import sys
 
 sys.path.insert(0, os.path.abspath("."))
-from pastastore import __version__
+from pastastore import __version__  # noqa: E402
 
 # -- Project information -----------------------------------------------------
 
@@ -125,7 +125,6 @@
 #
 # html_sidebars = {}
 
-
 # -- Options for HTMLHelp output ---------------------------------------------
 
 # Output file base name for HTML help builder.

examples/notebooks/ex02_pastastore_plots_and_maps.ipynb

@@ -31,10 +31,6 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "import sys\n",
-    "import os\n",
-    "\n",
-    "import matplotlib.pyplot as plt\n",
     "import pandas as pd\n",
     "import pastastore as pst\n",
     "import pastas as ps\n",

examples/notebooks/ex03_pastastore_yaml_interface.ipynb

@@ -163,7 +163,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from pastastore.datasets import example_pastastore"
+    "from pastastore.datasets import example_pastastore  # noqa: E402"
    ]
   },
   {
@@ -364,7 +364,7 @@
    ],
    "source": [
     "ml.solve(report=False)\n",
-    "ml.plots.results();"
+    "ml.plots.results()"
    ]
   },
   {
@@ -802,7 +802,7 @@
    ],
    "source": [
     "ml.solve(report=False)\n",
-    "ml.plots.results();"
+    "ml.plots.results()"
    ]
   },
   {
@@ -910,7 +910,7 @@
    ],
    "source": [
     "ml.solve(report=False)\n",
-    "ml.plots.results();"
+    "ml.plots.results()"
    ]
   },
   {

pastastore/__init__.py

@@ -1,10 +1,11 @@
-from . import connectors, util
-from .connectors import (
+# ruff: noqa: F401
+from pastastore import connectors, util
+from pastastore.connectors import (
     ArcticConnector,
     ArcticDBConnector,
     DictConnector,
     PasConnector,
     PystoreConnector,
 )
-from .store import PastaStore
-from .version import __version__
+from pastastore.store import PastaStore
+from pastastore.version import __version__

pastastore/base.py

@@ -11,10 +11,10 @@
 from numpy import isin
 from packaging.version import parse as parse_version
 from pastas.io.pas import PastasEncoder
-from tqdm import tqdm
+from tqdm.auto import tqdm
 
-from .util import ItemInLibraryException, _custom_warning, validate_names
-from .version import PASTAS_LEQ_022
+from pastastore.util import ItemInLibraryException, _custom_warning, validate_names
+from pastastore.version import PASTAS_LEQ_022
 
 FrameorSeriesUnion = Union[pd.DataFrame, pd.Series]
 warnings.showwarning = _custom_warning
@@ -934,13 +934,24 @@ def empty_library(
             )
             if ui.lower() != "y":
                 return
-        names = self._parse_names(None, libname)
-        for name in (
-            tqdm(names, desc=f"Deleting items from {libname}") if progressbar else names
-        ):
-            self._del_item(libname, name)
-        self._clear_cache(libname)
-        print(f"Emptied library {libname} in {self.name}: " f"{self.__class__}")
+
+        if libname == "models":
+            # also delete linked modelnames linked to oseries
+            libs = ["models", "oseries_models"]
+        else:
+            libs = [libname]
+
+        # delete items and clear caches
+        for libname in libs:
+            names = self._parse_names(None, libname)
+            for name in (
+                tqdm(names, desc=f"Deleting items from {libname}")
+                if progressbar
+                else names
+            ):
+                self._del_item(libname, name)
+            self._clear_cache(libname)
+            print(f"Emptied library {libname} in {self.name}: " f"{self.__class__}")
 
     def _iter_series(self, libname: str, names: Optional[List[str]] = None):
         """Internal method iterate over time series in library.

pastastore/connectors.py

@@ -8,8 +8,8 @@
 import pandas as pd
 from pastas.io.pas import PastasEncoder, pastas_hook
 
-from .base import BaseConnector, ConnectorUtil, ModelAccessor
-from .util import _custom_warning
+from pastastore.base import BaseConnector, ConnectorUtil, ModelAccessor
+from pastastore.util import _custom_warning
 
 FrameorSeriesUnion = Union[pd.DataFrame, pd.Series]
 warnings.showwarning = _custom_warning

pastastore/plotting.py

@@ -14,9 +14,6 @@
     ax = pstore.maps.oseries()
     pstore.maps.add_background_map(ax)  # for adding a background map
 """
-
-from collections.abc import Iterable
-
 import matplotlib.pyplot as plt
 import numpy as np
 import pandas as pd
@@ -96,15 +93,11 @@ def _timeseries(
 
         if ax is None:
             if split:
-                fig, axes = plt.subplots(len(names), 1, sharex=True, figsize=figsize)
+                _, axes = plt.subplots(len(names), 1, sharex=True, figsize=figsize)
             else:
-                fig, axes = plt.subplots(1, 1, figsize=figsize)
+                _, axes = plt.subplots(1, 1, figsize=figsize)
         else:
             axes = ax
-            if isinstance(axes, Iterable):
-                fig = axes[0].figure
-            else:
-                fig = axes.figure
 
         tsdict = self.pstore.conn._get_series(
             libname, names, progressbar=progressbar, squeeze=False
@@ -397,20 +390,31 @@ def _data_availability(
                     linewidth=0,
                     rasterized=True,
                 )
+
         # make a colorbar in an ax on the
         # right side, then set the current axes to ax again
         cb = fig.colorbar(pc, ax=ax, cax=cax, extend="both")
         cb.set_ticks(bounds)
         cb.ax.set_yticklabels(labels)
         cb.ax.minorticks_off()
+
         if set_yticks:
-            ax.set_yticks(np.arange(0.5, len(series) + 0.5))
+            ax.set_yticks(np.arange(0.5, len(series) + 0.5), minor=False)
+            ax.set_yticks(np.arange(0, len(series) + 1), minor=True)
             if names is None:
                 names = [s.name for s in series]
             ax.set_yticklabels(names)
+
+            for tick in ax.yaxis.get_major_ticks():  # don't show major ytick marker
+                tick.tick1line.set_visible(False)
+
+            ax.grid(True, which="minor", axis="y")
+            ax.grid(True, which="major", axis="x")
+
         else:
             ax.set_ylabel("Timeseries (-)")
-        ax.grid(True)
+            ax.grid(True, which="both")
+            ax.grid(True, which="both")
 
         return ax
 
@@ -712,6 +716,7 @@ def models(
     def modelstat(
         self,
         statistic,
+        modelnames=None,
         label=True,
         adjust=False,
         cmap="viridis",
@@ -728,6 +733,8 @@ def modelstat(
         ----------
         statistic: str
             name of the statistic, e.g. "evp" or "aic"
+        modelnames : list of str, optional
+            list of modelnames to include
         label: bool, optional
             label points, by default True
         adjust: bool, optional
@@ -757,7 +764,9 @@ def modelstat(
         --------
         self.add_background_map
         """
-        statsdf = self.pstore.get_statistics([statistic], progressbar=False).to_frame()
+        statsdf = self.pstore.get_statistics(
+            [statistic], modelnames=modelnames, progressbar=False
+        ).to_frame()
 
         statsdf["oseries"] = [
             self.pstore.get_models(m, return_dict=True)["oseries"]["name"]