Drop support for Python versions older than 3.11

.github/workflows/ci.yaml

@@ -11,6 +11,8 @@ on:
       - 'gh-readonly-queue/**'
   workflow_dispatch:
 
+env:
+  DEFAULT_PYTHON_VERSION: '3.11'
 
 jobs:
   test:
@@ -20,9 +22,6 @@ jobs:
         os:
           - ubuntu-20.04
         python:
-          - "3.8"
-          - "3.9"
-          - "3.10"
           - "3.11"
     runs-on: ${{ matrix.os }}
 
@@ -34,6 +33,7 @@ jobs:
         uses: actions/setup-python@v4
         with:
           python-version: ${{ matrix.python }}
+          cache: 'pip'
 
       - uses: actions/cache@v3
         with:
@@ -60,7 +60,8 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v4
         with:
-          python-version: "3.11"
+          python-version: '3.11'
+          cache: 'pip'
 
       - name: Install build dependencies
         run: |
@@ -91,6 +92,7 @@ jobs:
         uses: actions/setup-python@v4
         with:
           python-version: ${{ env.DEFAULT_PYTHON_VERSION }}
+          cache: 'pip'
 
       - name: Install build dependencies
         run: |
@@ -168,6 +170,7 @@ jobs:
         uses: actions/setup-python@v4
         with:
           python-version: ${{ env.DEFAULT_PYTHON_VERSION }}
+          cache: 'pip'
 
       - name: Install build dependencies
         if: steps.mike-metadata.outputs.version

README.md

@@ -8,8 +8,7 @@ A development kit to interact with the Frequenz development platform.
 
 ## Supported Python versions
 
-* For x86_64 Python 3.8 - 3.11 are supported (tested).
-* For arm64 only Python 3.8 is supported (due to some dependencies that only support 3.8).
+* Only Python 3.11 is fully supported (tested).
 
 ## Contributing
 

RELEASE_NOTES.md

@@ -2,16 +2,20 @@
 
 ## Summary
 
-<!-- Here goes a general summary of what this release is about -->
+This release drops support for Python versions older than 3.11.
 
 ## Upgrading
 
+* Now Python 3.11 is the minimum supported version.  All users must upgrade to Python 3.11 (including virtual environments used for development).
+
 * Now `float` is used everywhere for representing power (before power metrics were `float` but setting power was done using `int`).
   * `frequenz.sdk.actor.power_distributing`: the `power` attribute of the `Request` class has been updated from `int` to a `float`.
   * `frequenz.sdk.microgrid`: the `set_power()` method of both the `MicrogridApiClient` and `MicrogridGrpcClient` classes now expect a `float` value for the `power_w` parameter instead of `int`.
 
 * The `LogicalMeter` no longer takes a `component_graph` parameter.
 
+* Now `frequenz.sdk.timeseries.Sample` uses a more sensible comparison.  Before this release `Sample`s were compared only based on the `timestamp`.  This was due to a limitation in Python versions earlier than 3.10.  Now that the minimum supported version is 3.11 this hack is not needed anymore and `Sample`s are compared using both `timestamp` and `value` as most people probably expects.
+
 ## New Features
 
 <!-- Here goes the main new features and examples or instructions on how to use them -->

pyproject.toml

@@ -1,8 +1,8 @@
 [build-system]
 requires = [
-    "setuptools >= 65.3.0, < 66",
-    "setuptools_scm[toml] >= 7.0.5, < 8",
-    "wheel"
+  "setuptools >= 65.3.0, < 66",
+  "setuptools_scm[toml] >= 7.0.5, < 8",
+  "wheel",
 ]
 build-backend = "setuptools.build_meta"
 
@@ -11,87 +11,76 @@ name = "frequenz-sdk"
 description = "Frequenz Python SDK"
 readme = "README.md"
 license = { text = "MIT" }
-keywords = [ "frequenz", "sdk", "microgrid", "actor" ]
+keywords = ["frequenz", "sdk", "microgrid", "actor"]
 classifiers = [
-   "Development Status :: 3 - Alpha",
-   "Intended Audience :: Developers",
-   "License :: OSI Approved :: MIT License",
-   "Programming Language :: Python :: 3",
-   "Programming Language :: Python :: 3 :: Only",
-   "Programming Language :: Python :: 3.8",
-   "Programming Language :: Python :: 3.9",
-   "Programming Language :: Python :: 3.10",
-   "Topic :: Software Development :: Libraries",
+  "Development Status :: 3 - Alpha",
+  "Intended Audience :: Developers",
+  "License :: OSI Approved :: MIT License",
+  "Programming Language :: Python :: 3",
+  "Programming Language :: Python :: 3 :: Only",
+  "Topic :: Software Development :: Libraries",
 ]
-requires-python = ">= 3.8, < 4"
+requires-python = ">= 3.11, < 4"
 dependencies = [
-    "frequenz-api-microgrid >= 0.11.0, < 0.12.0",
-    "frequenz-channels >= 0.14.0, < 0.15.0",
-    "google-api-python-client >= 2.71, < 3",
-    "grpcio >= 1.51.1, < 2",
-    "grpcio-tools >= 1.51.1, < 2",
-    "networkx >= 2.8, < 4",
-    "numpy >= 1.24.2, < 2",
-    "protobuf >= 4.21.6, < 5",
-    "pydantic >= 1.9",
-    "toml >= 0.10",
-    "tqdm >= 4.38.0, < 5",
-    "typing_extensions >= 4.4.0, < 5",
-    "watchfiles >= 0.15.0",
+  "frequenz-api-microgrid >= 0.11.0, < 0.12.0",
+  "frequenz-channels >= 0.14.0, < 0.15.0",
+  "google-api-python-client >= 2.71, < 3",
+  "grpcio >= 1.51.1, < 2",
+  "grpcio-tools >= 1.51.1, < 2",
+  "networkx >= 2.8, < 4",
+  "numpy >= 1.24.2, < 2",
+  "protobuf >= 4.21.6, < 5",
+  "pydantic >= 1.9",
+  "toml >= 0.10",
+  "tqdm >= 4.38.0, < 5",
+  "typing_extensions >= 4.4.0, < 5",
+  "watchfiles >= 0.15.0",
 ]
-dynamic = [ "version" ]
+dynamic = ["version"]
 
 [[project.authors]]
-name ="Frequenz Energy-as-a-Service GmbH"
+name = "Frequenz Energy-as-a-Service GmbH"
 email = "floss@frequenz.com"
 
 [project.optional-dependencies]
 docs-gen = [
-    "mike == 1.1.2",
-    "mkdocs-gen-files == 0.5.0",
-    "mkdocs-literate-nav == 0.6.0",
-    "mkdocs-material == 9.1.14",
-    "mkdocs-section-index == 0.3.5",
-    "mkdocstrings[python] == 0.21.2",
+  "mike == 1.1.2",
+  "mkdocs-gen-files == 0.5.0",
+  "mkdocs-literate-nav == 0.6.0",
+  "mkdocs-material == 9.1.14",
+  "mkdocs-section-index == 0.3.5",
+  "mkdocstrings[python] == 0.21.2",
 ]
 docs-lint = [
-    "pydocstyle == 6.3.0",
-    "darglint == 1.8.1",
-    "tomli == 2.0.1",  # Needed by pydocstyle to read pyproject.toml
-]
-format = [
-    "black == 23.3.0",
-    "isort == 5.12.0",
-]
-nox = [
-    "nox == 2023.4.22",
-    "toml == 0.10.2",
+  "pydocstyle == 6.3.0",
+  "darglint == 1.8.1",
+  "tomli == 2.0.1",      # Needed by pydocstyle to read pyproject.toml
 ]
+format = ["black == 23.3.0", "isort == 5.12.0"]
+nox = ["nox == 2023.4.22", "toml == 0.10.2"]
 pytest = [
-    "pytest == 7.3.1",
-    "pytest-cov == 4.0.0",
-    "pytest-mock == 3.10.0",
-    "pytest-asyncio == 0.21.0",
-    "time-machine == 2.9.0",
-    "async-solipsism == 0.5",
-    # For checking docstring code examples
-    "sybil == 5.0.2",
-    "pylint == 2.17.4",
+  "pytest == 7.3.1",
+  "pytest-cov == 4.0.0",
+  "pytest-mock == 3.10.0",
+  "pytest-asyncio == 0.21.0",
+  "time-machine == 2.9.0",
+  "async-solipsism == 0.5",
+  # For checking docstring code examples
+  "sybil == 5.0.2",
+  "pylint == 2.17.4",
 ]
 mypy = [
-    "mypy == 1.3.0",
-    "grpc-stubs == 1.24.12",  # This dependency introduces breaking changes in patch releases
-    # For checking the noxfile, docs/ script, and tests
-    "frequenz-sdk[docs-gen,nox,pytest]",
+  "mypy == 1.3.0",
+  "grpc-stubs == 1.24.12", # This dependency introduces breaking changes in patch releases
+  # For checking the noxfile, docs/ script, and tests
+  "frequenz-sdk[docs-gen,nox,pytest]",
 ]
 pylint = [
-    "pylint == 2.17.4",
-    # For checking the noxfile, docs/ script, and tests
-    "frequenz-sdk[docs-gen,nox,pytest]",
-]
-dev = [
-    "frequenz-sdk[docs-gen,docs-lint,format,nox,pytest,mypy,pylint]",
+  "pylint == 2.17.4",
+  # For checking the noxfile, docs/ script, and tests
+  "frequenz-sdk[docs-gen,nox,pytest]",
 ]
+dev = ["frequenz-sdk[docs-gen,docs-lint,format,nox,pytest,mypy,pylint]"]
 
 [project.urls]
 Changelog = "https://github.com/frequenz-floss/frequenz-sdk-python/releases"
@@ -111,21 +100,21 @@ target-version = ['py38']
 include = '\.pyi?$'
 
 [tool.pylint.similarities]
-ignore-comments=['yes']
-ignore-docstrings=['yes']
-ignore-imports=['no']
-min-similarity-lines=40
+ignore-comments = ['yes']
+ignore-docstrings = ['yes']
+ignore-imports = ['no']
+min-similarity-lines = 40
 
 [tool.pylint.messages_control]
 disable = [
-    "too-few-public-methods",
-    # disabled because it conflicts with isort
-    "wrong-import-order",
-    "ungrouped-imports"
+  "too-few-public-methods",
+  # disabled because it conflicts with isort
+  "wrong-import-order",
+  "ungrouped-imports",
 ]
 
 [tool.pylint.design]
-max-attributes=12
+max-attributes = 12
 
 [tool.isort]
 profile = "black"
@@ -134,21 +123,18 @@ src_paths = ["src", "examples", "tests"]
 
 [tool.pytest.ini_options]
 asyncio_mode = "auto"
-required_plugins = [ "pytest-asyncio", "pytest-mock" ]
+required_plugins = ["pytest-asyncio", "pytest-mock"]
 
 [[tool.mypy.overrides]]
 module = [
-    "grpc.aio",
-    "grpc.aio.*",
-    # There is a stubs package available, but it's not working:
-    # https://github.com/eggplants/networkx-stubs/issues/1
-    "networkx",
+  "grpc.aio",
+  "grpc.aio.*",
+  # There is a stubs package available, but it's not working:
+  # https://github.com/eggplants/networkx-stubs/issues/1
+  "networkx",
 ]
 ignore_missing_imports = true
 
 [[tool.mypy.overrides]]
-module = [
-    "async_solipsism",
-    "async_solipsism.*",
-]
+module = ["async_solipsism", "async_solipsism.*"]
 ignore_missing_imports = true

src/frequenz/sdk/timeseries/_base_types.py

@@ -3,21 +3,15 @@
 
 """Timeseries basic types."""
 
-from __future__ import annotations
-
 import functools
-from dataclasses import dataclass, field
+from dataclasses import dataclass
 from datetime import datetime, timezone
-from typing import Callable, Iterator, Optional, overload
+from typing import Callable, Iterator, Self, overload
 
 UNIX_EPOCH = datetime.fromtimestamp(0.0, tz=timezone.utc)
 """The UNIX epoch (in UTC)."""
 
 
-# Ordering by timestamp is a bit arbitrary, and it is not always what might be
-# wanted. We are using this order now because usually we need to do binary
-# searches on sequences of samples, and the Python `bisect` module doesn't
-# support providing a key until Python 3.10.
 @dataclass(frozen=True, order=True)
 class Sample:
     """A measurement taken at a particular point in time.
@@ -27,10 +21,10 @@ class Sample:
     coherent view on a group of component metrics for a particular timestamp.
     """
 
-    timestamp: datetime = field(compare=True)
+    timestamp: datetime
     """The time when this sample was generated."""
 
-    value: Optional[float] = field(compare=False, default=None)
+    value: float | None = None
     """The value of this sample."""
 
 
@@ -46,13 +40,13 @@ class Sample3Phase:
 
     timestamp: datetime
     """The time when this sample was generated."""
-    value_p1: Optional[float]
+    value_p1: float | None
     """The value of the 1st phase in this sample."""
 
-    value_p2: Optional[float]
+    value_p2: float | None
     """The value of the 2nd phase in this sample."""
 
-    value_p3: Optional[float]
+    value_p3: float | None
     """The value of the 3rd phase in this sample."""
 
     def __iter__(self) -> Iterator[float | None]:
@@ -117,7 +111,7 @@ def min(self, default: float | None = None) -> float | None:
 
     def map(
         self, function: Callable[[float], float], default: float | None = None
-    ) -> Sample3Phase:
+    ) -> Self:
         """Apply the given function on each of the phase values and return the result.
 
         If a phase value is `None`, replace it with `default` instead.
@@ -127,10 +121,10 @@ def map(
             default: The value to apply if a phase value is `None`.
 
         Returns:
-            A new `Sample3Phase` instance, with the given function applied on values
-                for each of the phases.
+            A new instance, with the given function applied on values for each of the
+                phases.
         """
-        return Sample3Phase(
+        return self.__class__(
             timestamp=self.timestamp,
             value_p1=default if self.value_p1 is None else function(self.value_p1),
             value_p2=default if self.value_p2 is None else function(self.value_p2),

src/frequenz/sdk/timeseries/_resampling.py

@@ -705,11 +705,12 @@ def resample(self, timestamp: datetime) -> Sample:
         )
         minimum_relevant_timestamp = timestamp - period * conf.max_data_age_in_periods
 
-        # We need to pass a dummy Sample to bisect because it only support
-        # specifying a key extraction function in Python 3.10, so we need to
-        # compare samples at the moment.
-        min_index = bisect(self._buffer, Sample(minimum_relevant_timestamp, None))
-        max_index = bisect(self._buffer, Sample(timestamp, None))
+        min_index = bisect(
+            self._buffer,
+            minimum_relevant_timestamp,
+            key=lambda s: s.timestamp,
+        )
+        max_index = bisect(self._buffer, timestamp, key=lambda s: s.timestamp)
         # Using itertools for slicing doesn't look very efficient, but
         # experiments with a custom (ring) buffer that can slice showed that
         # it is not that bad. See: