From 151b91ae0f0dec4c72af7ed2e4766b78dadd8756 Mon Sep 17 00:00:00 2001
From: jenny kupzigSCRIPT <jkupzig@fuseki.com>
Date: Thu, 21 May 2026 09:39:20 +0000
Subject: [PATCH 1/7] [helpers-for-plotting] enhance readme

---
 README.md | 16 ++++++++++++++--
 1 file changed, 14 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 8203906..513e3be 100644
--- a/README.md
+++ b/README.md
@@ -70,7 +70,7 @@ writing component code.
 Once you are done writing your code, including unit tests, use `./run check` to see if your code quality is sufficient.
 
 ### Documentation
-Fr documentation we use the tool sphinx. Please apply `./run build_docs` to create the current state of documentation. It will be stored in **docs**. You can open the documentation by opening `docs/index.html`, e.g. with your browser.
+For documentation we use the tool sphinx. Please apply `./run build_docs` to create the current state of documentation. It will be stored in **docs**. You can open the documentation by opening `docs/index.html`, e.g. with your browser.
 
 ### Build, Release and Publish
 The first step for publishing a new package version is creating and merging a pull request from develop to main.
@@ -96,7 +96,19 @@ To **publish** the build from the `dist` subdirectory to PyPI,
 
 1) tag your main branch with the specified package version
 
-2) use `uv publish --index testpypi --token <API-token>`. You need a (Test-)PyPI account with a token and you need maintainer/owner access to the [hdhelpers (Test-)PyPI project](https://pypi.org/project/hdhelpers/).
+2) use `uv publish --index testpypi --token <API-token>`. You need a Test-PyPI account with a token and you need maintainer/owner access to the [hdhelpers Test-PyPI project](https://test.pypi.org/project/hdhelpers/).
+
+3) verifiy that package can be installed by using:
+```bash
+uv run --with 'hdhelpers==<version>'
+     --refresh-package hdhelpers
+     --default-index https://test.pypi.org/simple/
+     --index https://test.pypi.org/simple/
+     --no-project
+     -- python -c "import hdhelpers; print(hdhelpers.__version__)"
+```
+
+4) use `uv publish dist/*` to upload the package on [hdhelpers PyPI project](https://pypi.org/project/hdhelpers/).
 
 3) After publishing please communicate to the hetida designer team so upgrade there dependencies.
 The hetida designer docker compose setup installs hdhelpers from [PyPI](https://pypi.org) as it does with any dependency listed in `runtime/requirements.in`.

From 228784d2cfff9fb9e5b4f1abbdec9831dfa38bab Mon Sep 17 00:00:00 2001
From: jenny kupzigSCRIPT <jkupzig@fuseki.com>
Date: Tue, 23 Jun 2026 09:30:23 +0000
Subject: [PATCH 2/7] modifiy timezone applicable to empty series/dataframe and
 datetime object

---
 pyproject.toml                             |  2 +-
 src/hdhelpers/__init__.py                  |  2 +-
 src/hdhelpers/helpers/timezone_handling.py | 17 +++++++++++------
 tests/helpers/test_timezone_handling.py    | 16 ++++++++++++++++
 uv.lock                                    |  2 +-
 5 files changed, 30 insertions(+), 9 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 30a3c6b..66a2fb0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -20,7 +20,7 @@ exclude = [
 
 [project]
 name = "hdhelpers"
-version = "0.0.2"
+version = "0.0.3"
 description = "Streamlines metadata & timezone handling, and plotting in hetida designer components"
 readme = "README.md"
 maintainers = [
diff --git a/src/hdhelpers/__init__.py b/src/hdhelpers/__init__.py
index e737311..7e1b713 100644
--- a/src/hdhelpers/__init__.py
+++ b/src/hdhelpers/__init__.py
@@ -5,7 +5,7 @@
 from .plot_target_settings import StatusColors
 
 # do not edit line of __version__ as it is automatically modified by running ./run build_package
-__version__ = "0.0.2"
+__version__ = "0.0.3"
 
 # function can be automated with from hdhelpers import *
 __all__ = [
diff --git a/src/hdhelpers/helpers/timezone_handling.py b/src/hdhelpers/helpers/timezone_handling.py
index f43d441..0ee2d71 100644
--- a/src/hdhelpers/helpers/timezone_handling.py
+++ b/src/hdhelpers/helpers/timezone_handling.py
@@ -1,6 +1,7 @@
 import logging
 from functools import singledispatch
 
+import datetime
 import pandas as pd
 import pytz
 
@@ -19,8 +20,9 @@ def _convert_to_optional_timezone(object_to_convert, to_timezone: str | None):
     )
 
 
-@_convert_to_optional_timezone.register(pd.Timestamp | pd.DatetimeIndex)
+@_convert_to_optional_timezone.register(pd.Timestamp | pd.DatetimeIndex| datetime.datetime )
 def _[T: (pd.Timestamp, pd.DatetimeIndex)](object_to_convert: T, to_timezone: str | None) -> T:
+    object_to_convert = pd.to_datetime(object_to_convert)
     if to_timezone is None:
         if object_to_convert.tz is None:
             return object_to_convert.tz_localize("UTC")
@@ -41,7 +43,7 @@ def _(object_to_convert: pd.Series, to_timezone: str | None) -> pd.Series:
     return object_to_convert.dt.tz_convert(to_timezone)
 
 
-def modify_timezone[T: (pd.Timestamp, pd.Series, pd.DataFrame)](  # noqa: PLR0912
+def modify_timezone[T: (pd.Timestamp, datetime.datetime, pd.Series, pd.DataFrame)](  # noqa: PLR0912
     object_to_convert: T,
     to_timezone: str | None = None,
     column_names: list[str] | None = None,
@@ -73,9 +75,9 @@ def modify_timezone[T: (pd.Timestamp, pd.Series, pd.DataFrame)](  # noqa: PLR091
         3600
     """
 
-    if not isinstance(object_to_convert, pd.Timestamp | pd.Series | pd.DataFrame):
+    if not isinstance(object_to_convert, pd.Timestamp | pd.Series | pd.DataFrame | datetime.datetime):
         raise TypeError(
-            f"object_to_convert is {type(object_to_convert)} not pd.Series | pd.DataFrame"
+            f"object_to_convert is {type(object_to_convert)} not pd.Timestamp | pd.Series | pd.DataFrame | datetime.datetime"
         )
     if column_names is None:
         column_names = []
@@ -86,9 +88,12 @@ def modify_timezone[T: (pd.Timestamp, pd.Series, pd.DataFrame)](  # noqa: PLR091
             if plot_target_settings.plot_target_timezone is not None:
                 to_timezone = plot_target_settings.plot_target_timezone
 
-        if isinstance(object_to_convert, pd.Timestamp):
+        if isinstance(object_to_convert, pd.Timestamp | datetime.datetime):
             return _convert_to_optional_timezone(object_to_convert, to_timezone)
 
+        if object_to_convert.empty:
+            return object_to_convert
+
         if isinstance(object_to_convert, pd.Series):
             new_object = object_to_convert.to_frame(name=object_to_convert.name)
         else:
@@ -99,7 +104,7 @@ def modify_timezone[T: (pd.Timestamp, pd.Series, pd.DataFrame)](  # noqa: PLR091
                 new_object.index = _convert_to_optional_timezone(
                     pd.to_datetime(new_object.index), to_timezone
                 )
-                msg = f"Converted index to datetime starting with {object_to_convert.index[0]}"
+                msg = f"Converted index to datetime starting with {object_to_convert.index.min()}"
                 logger.debug(msg=msg)
             elif isinstance(new_object, pd.DataFrame) and "timestamp" in new_object.columns:
                 new_object["timestamp"] = _convert_to_optional_timezone(
diff --git a/tests/helpers/test_timezone_handling.py b/tests/helpers/test_timezone_handling.py
index 322a5d9..543f058 100644
--- a/tests/helpers/test_timezone_handling.py
+++ b/tests/helpers/test_timezone_handling.py
@@ -96,6 +96,15 @@ def test_modify_timezone_wrong_tzname(series_summer):
     with pytest.raises(ValueError, match="Timezone not known*"):
         _ = modify_timezone(series_summer, to_timezone="Europe/Berlin2")
 
+def test_empty_series():
+    data = pd.Series()
+    modified_data = modify_timezone(data, to_timezone="Europe/Berlin")
+    assert modified_data.empty
+
+def test_empty_dataframe():
+    data = pd.DataFrame()
+    modified_data = modify_timezone(data, to_timezone="Europe/Berlin", column_names=["timestamp"])
+    assert modified_data.empty
 
 def test_named_series(series_summer):
     data = pd.Series(series_summer.index)
@@ -182,3 +191,10 @@ def test_modify_timestamp():
         pd.to_datetime("2023-03-25 23:00", utc=True), to_timezone="Europe/Berlin"
     )
     assert modified_timestamp.utcoffset() == datetime.timedelta(seconds=3600)
+
+def test_modify_timestamp_datetime():
+    example_date = pd.to_datetime("2023-03-25 23:00", utc=True)
+    modified_timestamp = modify_timezone(
+        example_date.to_pydatetime(), to_timezone="Europe/Berlin"
+    )
+    assert modified_timestamp.utcoffset() == datetime.timedelta(seconds=3600)
diff --git a/uv.lock b/uv.lock
index 0a8a16e..2dea45c 100644
--- a/uv.lock
+++ b/uv.lock
@@ -263,7 +263,7 @@ wheels = [
 
 [[package]]
 name = "hdhelpers"
-version = "0.0.2"
+version = "0.0.3"
 source = { editable = "." }
 dependencies = [
     { name = "glom" },

From 63877482abf7a984e59deb6711d57ae9a74d9f87 Mon Sep 17 00:00:00 2001
From: jenny kupzigSCRIPT <jkupzig@fuseki.com>
Date: Tue, 23 Jun 2026 12:50:17 +0000
Subject: [PATCH 3/7] disarm required dependencies to ease compatibility with
 designer development

---
 pyproject.toml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 66a2fb0..ce5e6a4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -32,11 +32,11 @@ maintainers = [
 
 requires-python = ">=3.12"
 dependencies = [
-    "pandas>=2,<3",
-    "plotly>=6,<7",
-    "pydantic>=2,<3",
+    "pandas",
+    "plotly",
+    "pydantic",
     "glom>25,<26",
-    "numpy>=2.3.3",
+    "numpy",
 ]
 license = "MIT"
 license-files = ["LICENSE"]

From 4f445726b11add6e3ae46cba18323beb3e6247c3 Mon Sep 17 00:00:00 2001
From: jenny kupzigSCRIPT <jkupzig@fuseki.com>
Date: Tue, 23 Jun 2026 12:56:30 +0000
Subject: [PATCH 4/7] write CHANGELOG

---
 CHANGELOG.md | 5 +++++
 README.md    | 2 +-
 2 files changed, 6 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 86f0493..5cf9255 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,8 @@
+## [0.0.3] - 2026-06-23
+- Fixes in modifiy_timezone
+- Disarm dependencies to ease compatibility to designer development
+- Enhance documentation
+
 ## [0.0.2] - 2026-05-21
 - Include helpers for metadata
 - Include helper function for modify timezone
diff --git a/README.md b/README.md
index 513e3be..83de197 100644
--- a/README.md
+++ b/README.md
@@ -110,7 +110,7 @@ uv run --with 'hdhelpers==<version>'
 
 4) use `uv publish dist/*` to upload the package on [hdhelpers PyPI project](https://pypi.org/project/hdhelpers/).
 
-3) After publishing please communicate to the hetida designer team so upgrade there dependencies.
+5) After publishing please communicate to the hetida designer team so upgrade there dependencies.
 The hetida designer docker compose setup installs hdhelpers from [PyPI](https://pypi.org) as it does with any dependency listed in `runtime/requirements.in`.
 
 ### Notes

From 7596dadb0ccbd5ce1d6132a7165ae0e644a589fd Mon Sep 17 00:00:00 2001
From: jenny kupzigSCRIPT <jkupzig@fuseki.com>
Date: Tue, 23 Jun 2026 13:00:36 +0000
Subject: [PATCH 5/7] update uv lock accordingly

---
 uv.lock | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/uv.lock b/uv.lock
index 2dea45c..78341af 100644
--- a/uv.lock
+++ b/uv.lock
@@ -288,10 +288,10 @@ dev = [
 [package.metadata]
 requires-dist = [
     { name = "glom", specifier = ">25,<26" },
-    { name = "numpy", specifier = ">=2.3.3" },
-    { name = "pandas", specifier = ">=2,<3" },
-    { name = "plotly", specifier = ">=6,<7" },
-    { name = "pydantic", specifier = ">=2,<3" },
+    { name = "numpy" },
+    { name = "pandas" },
+    { name = "plotly" },
+    { name = "pydantic" },
 ]
 
 [package.metadata.requires-dev]

From 213bf97a593ae92509488ae041dde9655c400e83 Mon Sep 17 00:00:00 2001
From: jenny kupzigSCRIPT <jkupzig@fuseki.com>
Date: Tue, 23 Jun 2026 13:01:20 +0000
Subject: [PATCH 6/7] format files

---
 src/hdhelpers/helpers/timezone_handling.py | 8 +++++---
 tests/helpers/test_timezone_handling.py    | 8 +++++---
 2 files changed, 10 insertions(+), 6 deletions(-)

diff --git a/src/hdhelpers/helpers/timezone_handling.py b/src/hdhelpers/helpers/timezone_handling.py
index 0ee2d71..003213b 100644
--- a/src/hdhelpers/helpers/timezone_handling.py
+++ b/src/hdhelpers/helpers/timezone_handling.py
@@ -1,7 +1,7 @@
+import datetime
 import logging
 from functools import singledispatch
 
-import datetime
 import pandas as pd
 import pytz
 
@@ -20,7 +20,7 @@ def _convert_to_optional_timezone(object_to_convert, to_timezone: str | None):
     )
 
 
-@_convert_to_optional_timezone.register(pd.Timestamp | pd.DatetimeIndex| datetime.datetime )
+@_convert_to_optional_timezone.register(pd.Timestamp | pd.DatetimeIndex | datetime.datetime)
 def _[T: (pd.Timestamp, pd.DatetimeIndex)](object_to_convert: T, to_timezone: str | None) -> T:
     object_to_convert = pd.to_datetime(object_to_convert)
     if to_timezone is None:
@@ -75,7 +75,9 @@ def modify_timezone[T: (pd.Timestamp, datetime.datetime, pd.Series, pd.DataFrame
         3600
     """
 
-    if not isinstance(object_to_convert, pd.Timestamp | pd.Series | pd.DataFrame | datetime.datetime):
+    if not isinstance(
+        object_to_convert, pd.Timestamp | pd.Series | pd.DataFrame | datetime.datetime
+    ):
         raise TypeError(
             f"object_to_convert is {type(object_to_convert)} not pd.Timestamp | pd.Series | pd.DataFrame | datetime.datetime"
         )
diff --git a/tests/helpers/test_timezone_handling.py b/tests/helpers/test_timezone_handling.py
index 543f058..808a034 100644
--- a/tests/helpers/test_timezone_handling.py
+++ b/tests/helpers/test_timezone_handling.py
@@ -96,16 +96,19 @@ def test_modify_timezone_wrong_tzname(series_summer):
     with pytest.raises(ValueError, match="Timezone not known*"):
         _ = modify_timezone(series_summer, to_timezone="Europe/Berlin2")
 
+
 def test_empty_series():
     data = pd.Series()
     modified_data = modify_timezone(data, to_timezone="Europe/Berlin")
     assert modified_data.empty
 
+
 def test_empty_dataframe():
     data = pd.DataFrame()
     modified_data = modify_timezone(data, to_timezone="Europe/Berlin", column_names=["timestamp"])
     assert modified_data.empty
 
+
 def test_named_series(series_summer):
     data = pd.Series(series_summer.index)
     data.name = "timestamp"
@@ -192,9 +195,8 @@ def test_modify_timestamp():
     )
     assert modified_timestamp.utcoffset() == datetime.timedelta(seconds=3600)
 
+
 def test_modify_timestamp_datetime():
     example_date = pd.to_datetime("2023-03-25 23:00", utc=True)
-    modified_timestamp = modify_timezone(
-        example_date.to_pydatetime(), to_timezone="Europe/Berlin"
-    )
+    modified_timestamp = modify_timezone(example_date.to_pydatetime(), to_timezone="Europe/Berlin")
     assert modified_timestamp.utcoffset() == datetime.timedelta(seconds=3600)

From 5c88cef8899d777790f638313500874857becd57 Mon Sep 17 00:00:00 2001
From: jenny kupzigSCRIPT <jkupzig@fuseki.com>
Date: Tue, 23 Jun 2026 13:04:19 +0000
Subject: [PATCH 7/7] update documentation

---
 docs/searchindex.js | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/searchindex.js b/docs/searchindex.js
index 989f61f..7ee22af 100644
--- a/docs/searchindex.js
+++ b/docs/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"alltitles":{"Explanation":[[0,"explanation"]],"First steps":[[0,null]],"Functions":[[1,"functions"]],"Further Information":[[1,"further-information"]],"How to get metadata with hdhelpers?":[[0,"how-to-get-metadata-with-hdhelpers"]],"How to use hdhelpers for plotting? (tbd)":[[0,"how-to-use-hdhelpers-for-plotting-tbd"]],"Introduction":[[1,"introduction"]],"exceptions":[[1,"module-hdhelpers.exceptions"]],"hdhelpers":[[1,null]],"helpers":[[1,"module-hdhelpers.helpers"]],"metadata":[[1,"module-hdhelpers.metadata"]]},"docnames":["first_steps","index"],"envversion":{"sphinx":66,"sphinx.domains.c":3,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":9,"sphinx.domains.index":1,"sphinx.domains.javascript":3,"sphinx.domains.math":2,"sphinx.domains.python":4,"sphinx.domains.rst":2,"sphinx.domains.std":2},"filenames":["first_steps.rst","index.rst"],"indexentries":{"get_display_names() (in module hdhelpers.metadata)":[[1,"hdhelpers.metadata.get_display_names",false]],"get_measurements() (in module hdhelpers.metadata)":[[1,"hdhelpers.metadata.get_measurements",false]],"get_metric_info() (in module hdhelpers.metadata)":[[1,"hdhelpers.metadata.get_metric_info",false]],"get_names() (in module hdhelpers.metadata)":[[1,"hdhelpers.metadata.get_names",false]],"get_queried_interval() (in module hdhelpers.metadata)":[[1,"hdhelpers.metadata.get_queried_interval",false]],"get_series_display_name() (in module hdhelpers.metadata)":[[1,"hdhelpers.metadata.get_series_display_name",false]],"get_series_info() (in module hdhelpers.metadata)":[[1,"hdhelpers.metadata.get_series_info",false]],"get_series_measurement() (in module hdhelpers.metadata)":[[1,"hdhelpers.metadata.get_series_measurement",false]],"get_series_name() (in module hdhelpers.metadata)":[[1,"hdhelpers.metadata.get_series_name",false]],"get_series_short_display_name() (in module hdhelpers.metadata)":[[1,"hdhelpers.metadata.get_series_short_display_name",false]],"get_series_unit() (in module hdhelpers.metadata)":[[1,"hdhelpers.metadata.get_series_unit",false]],"get_short_display_names() (in module hdhelpers.metadata)":[[1,"hdhelpers.metadata.get_short_display_names",false]],"get_units() (in module 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