Bobby Noelte
75548990e1
feat: add cloud PV forecast providers: pvnode.com, forecast-solar and solcast ( #1150 )
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This PR adds three native PV power forecast providers, giving operators more
cloud forecast sources to choose from via pvforecast.provider, alongside the
existing PVForecastAkkudoktor, PVForecastVrm and PVForecastImport:
PVForecastPVNode — native 15-minute forecasts from the pvnode.com
V2 API. Saved-site mode (GET /v2/forecast/{site_id}) where the operator enters their API key +
site id, or inline mode (POST /v2/forecast/inline) using the configured planes.
PVForecastForecastSolar — the free Forecast.Solar API (no key
required for the public endpoint). Multi-plane systems issue one request per plane and the
instantaneous powers are summed per timestamp.
PVForecastSolcast — the Solcast rooftop-site API (API key + resource id).
Implementation notes
All three populate the existing pvforecast_ac_power (and mirror pvforecast_dc_power)
prediction keys, so they slot into the optimizer unchanged.
Timezone handling: pvnode and Forecast.Solar return site-local wall-clock timestamps with an
IANA timezone field, which are resolved to absolute instants before resampling; Solcast returns
UTC period_end and is normalised to the period start.
Each provider follows the existing provider pattern (provider_id(), _request_forecast() with
@cache_in_file, _update_data()), is registered in pvforecast.py and prediction.py, and is
upstream-neutral.
Validation
27 unit tests (timezone resolution, null/zero handling, kW→W and period-start conversion,
azimuth conversion, multi-plane summation, request URL/auth, HTTP-error handling).
ruff check (F/D/S/bandit) and ruff format clean.
Each provider was additionally validated against its live API with a real plant, confirming
the response shapes (pvnode: 288 native 15-min slots; Forecast.Solar: instantaneous watts;
Solcast: kW estimates with period_end/PT30M).
Documentation
Provider descriptions and configuration examples added to docs/akkudoktoreos/prediction.md.
CHANGELOG.md entry under Unreleased.
Regenerated docs/_generated/configpvforecast.md and configexample.md.
Notes for reviewers
Forecast.Solar's free endpoint is rate-limited (12 req/hour) and Solcast's free tier limits daily
calls; both providers rely on the standard 1-hour cache_in_file TTL to stay within budget.
Authors:
The code is created by Christin. Only minor adaptions by Bobby.
Signed-off-by: Christin <info@bikinibottom.capital >
Signed-off-by: Bobby Noelte <b0661n0e17e@gmail.com >
Co-authored-by: Christin <info@bikinibottom.capital >
2026-07-17 16:51:00 +02:00
Bobby Noelte
0306e7e4ed
fix: prediction import with pydantic-typed bodies ( #1152 )
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Respect pydantic model in serializing json data for import.
Signed-off-by: Bobby Noelte <b0661n0e17e@gmail.com >
2026-07-16 17:15:10 +02:00
dependabot[bot]
4848280f9c
build(deps): bump python-fasthtml from 0.14.5 to 0.14.6 ( #1151 )
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Bumps [python-fasthtml](https://github.com/AnswerDotAI/fasthtml ) from 0.14.5 to 0.14.6.
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2026-07-15 17:52:54 +02:00
Bobby Noelte
eb9e966de9
fix: move data management to async ( #1015 )
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FAstAPI is an async framework. Data may be imported and exported, load and save, set and get
asynchronously. Prevent interleaving data operations to corrupt the data. In the previous design
sync and async data access was intermixed leading to data corruption.
The basic data classes DataSequence and DataContainer and the derived classes like Provider and
Measurement now are async. Data access is protected by several async locks.
To support the async design of the data classes the database interface became async.
The energy management is also adapted to the new async design. Optimization is still off-loaded
to another thread, but the prepration for the optimization and the post optimization actions now
follow the async design.
Adapter operations are now also protected by async locks.
Tests were adapted to the async design and new tests were created.
Besides this major fix several other improvements and fixes are included in this PR.
* fix: key_to_dict/list/array only regard data records with key value set.
Before the exclusion of no value data records was only done if the dropna flag was set.
* fix: test for visual result pdf generation
Due to updates in the library the generated charts text was a little bit different.
Adapt the test to create the comaprison pdf in the test data durectory and
update the reference pdf.
* chore: Remove MutableMapping from DataSequence and DataContainer.
Mutable Mapping does not fit to the now async design.
* chore: Add NoDB database backend
This backend implements the full database backend interface but performs
no actual persistence. It is intended for configurations where database
persistence is disabled (`provider=None`).
* chore: Improve measurement data import testing with real world scenarios.
Added two new endpoints to support testing.
* chore: Add mermaid to supported documentation tools
* chore: Add documentation about async design
* chore: Add documentation about generic data handling
Covers the basics of measurement and prediction time series data handling.
* chore: Add empty lines around markdown lists.
* chore: sync pre-commit config to updated package versions
Signed-off-by: Bobby Noelte <b0661n0e17e@gmail.com >
2026-07-15 16:38:53 +02:00
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38011780c5
build(deps-dev): bump mypy from 2.2.0 to 2.3.0 ( #1146 )
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2026-07-15 11:07:47 +02:00
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4695f33982
build(deps-dev): bump coverage from 7.15.0 to 7.15.1 ( #1147 )
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a942aa5cf7
build(deps): bump lmdb from 2.2.1 to 2.3.0 ( #1148 )
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be4f52bf81
build(deps): bump rich-toolkit from 0.20.1 to 0.20.3 ( #1149 )
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95d3ea9481
build(deps): bump tzfpy from 1.3.1 to 1.3.2 ( #1143 )
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0ad126a70e
build(deps-dev): bump gitpython from 3.1.50 to 3.1.51 ( #1144 )
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42fec0d03a
build(deps-dev): bump types-requests ( #1145 )
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17c013229e
build(deps-dev): bump types-docutils ( #1142 )
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930991148e
build(deps): bump python-fasthtml from 0.14.4 to 0.14.5 ( #1136 )
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2c9dba44e8
build(deps): bump soupsieve from 2.8.3 to 2.8.4 ( #1135 )
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bed3bafd1a
build(deps): bump uvicorn from 0.50.2 to 0.51.0 ( #1137 )
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bca9dd9ef7
build(deps-dev): bump mypy from 2.1.0 to 2.2.0 ( #1138 )
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c1dd55ed2a
build(deps): bump fastapi-cli from 0.0.28 to 0.0.29 ( #1139 )
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748012e8ce
build(deps): bump uvicorn from 0.50.0 to 0.50.2 ( #1134 )
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1031c21f68
build(deps): bump fastapi from 0.138.2 to 0.139.0 ( #1128 )
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build(deps-dev): bump coverage from 7.14.3 to 7.15.0 ( #1129 )
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5ca7b39539
build(deps): bump fastapi-cli from 0.0.27 to 0.0.28 ( #1130 )
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7774b9c4a9
build(deps): bump uvicorn from 0.49.0 to 0.50.0 ( #1131 )
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155929f10b
build(deps): bump pillow from 12.1.1 to 12.2.0 ( #1132 )
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631d428e89
build(deps): bump fastapi from 0.138.0 to 0.138.2 ( #1125 )
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Bumps [fastapi](https://github.com/fastapi/fastapi ) from 0.138.0 to 0.138.2.
- [Release notes](https://github.com/fastapi/fastapi/releases )
- [Commits](https://github.com/fastapi/fastapi/compare/0.138.0...0.138.2 )
---
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- dependency-name: fastapi
dependency-version: 0.138.2
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update-type: version-update:semver-patch
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2026-06-30 08:59:33 +02:00
dependabot[bot]
f1157c0692
build(deps): bump python-fasthtml from 0.14.3 to 0.14.4 ( #1126 )
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Bumps [python-fasthtml](https://github.com/AnswerDotAI/fasthtml ) from 0.14.3 to 0.14.4.
- [Release notes](https://github.com/AnswerDotAI/fasthtml/releases )
- [Changelog](https://github.com/AnswerDotAI/fasthtml/blob/main/CHANGELOG.md )
- [Commits](https://github.com/AnswerDotAI/fasthtml/compare/0.14.3...0.14.4 )
---
updated-dependencies:
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dependency-version: 0.14.4
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update-type: version-update:semver-patch
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2026-06-30 08:59:15 +02:00
dependabot[bot]
211a43a7de
build(deps-dev): bump coverage from 7.14.2 to 7.14.3 ( #1127 )
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Bumps [coverage](https://github.com/coveragepy/coveragepy ) from 7.14.2 to 7.14.3.
- [Release notes](https://github.com/coveragepy/coveragepy/releases )
- [Changelog](https://github.com/coveragepy/coveragepy/blob/main/CHANGES.rst )
- [Commits](https://github.com/coveragepy/coveragepy/compare/7.14.2...7.14.3 )
---
updated-dependencies:
- dependency-name: coverage
dependency-version: 7.14.3
dependency-type: direct:development
update-type: version-update:semver-patch
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2026-06-30 08:58:45 +02:00
dependabot[bot]
441a4639c3
build(deps): bump numpydantic from 1.9.1 to 1.10.0 ( #1119 )
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Bumps [numpydantic](https://github.com/p2p-ld/numpydantic ) from 1.9.1 to 1.10.0.
- [Release notes](https://github.com/p2p-ld/numpydantic/releases )
- [Changelog](https://github.com/p2p-ld/numpydantic/blob/main/docs/changelog.md )
- [Commits](https://github.com/p2p-ld/numpydantic/compare/v1.9.1...v1.10.0 )
---
updated-dependencies:
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dependency-version: 1.10.0
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2026-06-23 09:41:30 +02:00
dependabot[bot]
41453f2781
build(deps): bump monsterui from 1.0.45 to 1.0.46 ( #1120 )
...
Bumps [monsterui](https://github.com/AnswerDotAI/MonsterUI ) from 1.0.45 to 1.0.46.
- [Release notes](https://github.com/AnswerDotAI/MonsterUI/releases )
- [Changelog](https://github.com/AnswerDotAI/MonsterUI/blob/main/CHANGELOG.bak )
- [Commits](https://github.com/AnswerDotAI/MonsterUI/compare/1.0.45...1.0.46 )
---
updated-dependencies:
- dependency-name: monsterui
dependency-version: 1.0.46
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update-type: version-update:semver-patch
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2026-06-23 09:41:10 +02:00
dependabot[bot]
35b77a9667
build(deps-dev): bump commitizen from 4.16.3 to 4.16.4 ( #1121 )
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Bumps [commitizen](https://github.com/commitizen-tools/commitizen ) from 4.16.3 to 4.16.4.
- [Release notes](https://github.com/commitizen-tools/commitizen/releases )
- [Changelog](https://github.com/commitizen-tools/commitizen/blob/master/CHANGELOG.md )
- [Commits](https://github.com/commitizen-tools/commitizen/compare/v4.16.3...v4.16.4 )
---
updated-dependencies:
- dependency-name: commitizen
dependency-version: 4.16.4
dependency-type: direct:development
update-type: version-update:semver-patch
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2026-06-23 09:40:57 +02:00
dependabot[bot]
1560d01716
build(deps): bump pydantic-settings from 2.14.1 to 2.14.2 ( #1115 )
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Bumps [pydantic-settings](https://github.com/pydantic/pydantic-settings ) from 2.14.1 to 2.14.2.
- [Release notes](https://github.com/pydantic/pydantic-settings/releases )
- [Commits](https://github.com/pydantic/pydantic-settings/compare/v2.14.1...v2.14.2 )
---
updated-dependencies:
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dependency-version: 2.14.2
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2026-06-22 01:08:02 +02:00
dependabot[bot]
2a39f095b2
build(deps): bump fastapi-cli from 0.0.24 to 0.0.27 ( #1116 )
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Bumps [fastapi-cli](https://github.com/fastapi/fastapi-cli ) from 0.0.24 to 0.0.27.
- [Release notes](https://github.com/fastapi/fastapi-cli/releases )
- [Changelog](https://github.com/fastapi/fastapi-cli/blob/main/release-notes.md )
- [Commits](https://github.com/fastapi/fastapi-cli/compare/0.0.24...0.0.27 )
---
updated-dependencies:
- dependency-name: fastapi-cli
dependency-version: 0.0.27
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2026-06-22 01:07:23 +02:00
dependabot[bot]
b570ae006f
build(deps): bump pydantic-settings from 2.14.1 to 2.14.2 ( #1117 )
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Bumps [pydantic-settings](https://github.com/pydantic/pydantic-settings ) from 2.14.1 to 2.14.2.
- [Release notes](https://github.com/pydantic/pydantic-settings/releases )
- [Commits](https://github.com/pydantic/pydantic-settings/compare/v2.14.1...v2.14.2 )
---
updated-dependencies:
- dependency-name: pydantic-settings
dependency-version: 2.14.2
dependency-type: direct:production
update-type: version-update:semver-patch
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2026-06-22 01:07:03 +02:00
dependabot[bot]
91109010cb
build(deps-dev): bump coverage from 7.14.1 to 7.14.2 ( #1118 )
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Bumps [coverage](https://github.com/coveragepy/coveragepy ) from 7.14.1 to 7.14.2.
- [Release notes](https://github.com/coveragepy/coveragepy/releases )
- [Changelog](https://github.com/coveragepy/coveragepy/blob/main/CHANGES.rst )
- [Commits](https://github.com/coveragepy/coveragepy/compare/7.14.1...7.14.2 )
---
updated-dependencies:
- dependency-name: coverage
dependency-version: 7.14.2
dependency-type: direct:development
update-type: version-update:semver-patch
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2026-06-22 01:06:36 +02:00
dependabot[bot]
8b143ae1c3
build(deps): bump fastapi from 0.137.1 to 0.138.0 ( #1111 )
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Bumps [fastapi](https://github.com/fastapi/fastapi ) from 0.137.1 to 0.138.0.
- [Release notes](https://github.com/fastapi/fastapi/releases )
- [Commits](https://github.com/fastapi/fastapi/compare/0.137.1...0.138.0 )
---
updated-dependencies:
- dependency-name: fastapi
dependency-version: 0.138.0
dependency-type: direct:production
update-type: version-update:semver-minor
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2026-06-22 00:24:54 +02:00
dependabot[bot]
18ea7190d1
build(deps): bump pvlib from 0.15.1 to 0.15.2 ( #1112 )
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Bumps [pvlib](https://github.com/pvlib/pvlib-python ) from 0.15.1 to 0.15.2.
- [Release notes](https://github.com/pvlib/pvlib-python/releases )
- [Commits](https://github.com/pvlib/pvlib-python/compare/v0.15.1...v0.15.2 )
---
updated-dependencies:
- dependency-name: pvlib
dependency-version: 0.15.2
dependency-type: direct:production
update-type: version-update:semver-patch
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2026-06-22 00:24:23 +02:00
dependabot[bot]
5202219016
build(deps-dev): bump pytest from 9.1.0 to 9.1.1 ( #1113 )
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Bumps [pytest](https://github.com/pytest-dev/pytest ) from 9.1.0 to 9.1.1.
- [Release notes](https://github.com/pytest-dev/pytest/releases )
- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst )
- [Commits](https://github.com/pytest-dev/pytest/compare/9.1.0...9.1.1 )
---
updated-dependencies:
- dependency-name: pytest
dependency-version: 9.1.1
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2026-06-22 00:23:51 +02:00
dependabot[bot]
056c2c457d
build(deps): bump python-fasthtml from 0.14.2 to 0.14.3 ( #1114 )
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Bumps [python-fasthtml](https://github.com/AnswerDotAI/fasthtml ) from 0.14.2 to 0.14.3.
- [Release notes](https://github.com/AnswerDotAI/fasthtml/releases )
- [Changelog](https://github.com/AnswerDotAI/fasthtml/blob/main/CHANGELOG.md )
- [Commits](https://github.com/AnswerDotAI/fasthtml/compare/0.14.2...0.14.3 )
---
updated-dependencies:
- dependency-name: python-fasthtml
dependency-version: 0.14.3
dependency-type: direct:production
update-type: version-update:semver-patch
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2026-06-22 00:23:35 +02:00
Dirk Gassen
d38ab63e51
chore: fix typo in README.md ( #1110 )
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2026-06-18 08:29:26 +02:00
dependabot[bot]
dbaacf062e
build(deps): bump cachebox from 6.1.0 to 6.1.2 ( #1102 )
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Bumps [cachebox](https://github.com/awolverp/cachebox ) from 6.1.0 to 6.1.2.
- [Release notes](https://github.com/awolverp/cachebox/releases )
- [Commits](https://github.com/awolverp/cachebox/compare/v6.1.0...v6.1.2 )
---
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- dependency-name: cachebox
dependency-version: 6.1.2
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update-type: version-update:semver-patch
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2026-06-16 13:52:22 +02:00
dependabot[bot]
33ba113039
build(deps): bump python-multipart from 0.0.27 to 0.0.31 ( #1107 )
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Bumps [python-multipart](https://github.com/Kludex/python-multipart ) from 0.0.27 to 0.0.31.
- [Release notes](https://github.com/Kludex/python-multipart/releases )
- [Changelog](https://github.com/Kludex/python-multipart/blob/main/CHANGELOG.md )
- [Commits](https://github.com/Kludex/python-multipart/compare/0.0.27...0.0.31 )
---
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- dependency-name: python-multipart
dependency-version: 0.0.31
dependency-type: indirect
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2026-06-16 13:52:02 +02:00
dependabot[bot]
34bfffeb03
build(deps): bump tornado from 6.5.6 to 6.5.7 ( #1108 )
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Bumps [tornado](https://github.com/tornadoweb/tornado ) from 6.5.6 to 6.5.7.
- [Changelog](https://github.com/tornadoweb/tornado/blob/master/docs/releases.rst )
- [Commits](https://github.com/tornadoweb/tornado/compare/v6.5.6...v6.5.7 )
---
updated-dependencies:
- dependency-name: tornado
dependency-version: 6.5.7
dependency-type: indirect
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2026-06-16 13:51:47 +02:00
dependabot[bot]
6d93d067b9
build(deps): bump starlette from 1.0.1 to 1.3.1 ( #1106 )
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Bumps [starlette](https://github.com/Kludex/starlette ) from 1.0.1 to 1.3.1.
- [Release notes](https://github.com/Kludex/starlette/releases )
- [Changelog](https://github.com/Kludex/starlette/blob/main/docs/release-notes.md )
- [Commits](https://github.com/Kludex/starlette/compare/1.0.1...1.3.1 )
---
updated-dependencies:
- dependency-name: starlette
dependency-version: 1.3.1
dependency-type: indirect
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2026-06-16 13:51:28 +02:00
dependabot[bot]
6161af8a69
build(deps): bump matplotlib from 3.10.9 to 3.11.0 ( #1103 )
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Bumps [matplotlib](https://github.com/matplotlib/matplotlib ) from 3.10.9 to 3.11.0.
- [Release notes](https://github.com/matplotlib/matplotlib/releases )
- [Commits](https://github.com/matplotlib/matplotlib/compare/v3.10.9...v3.11.0 )
---
updated-dependencies:
- dependency-name: matplotlib
dependency-version: 3.11.0
dependency-type: direct:production
update-type: version-update:semver-minor
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2026-06-16 12:48:08 +02:00
dependabot[bot]
ebea67050e
build(deps-dev): bump pytest from 9.0.3 to 9.1.0 ( #1104 )
...
Bumps [pytest](https://github.com/pytest-dev/pytest ) from 9.0.3 to 9.1.0.
- [Release notes](https://github.com/pytest-dev/pytest/releases )
- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst )
- [Commits](https://github.com/pytest-dev/pytest/compare/9.0.3...9.1.0 )
---
updated-dependencies:
- dependency-name: pytest
dependency-version: 9.1.0
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update-type: version-update:semver-minor
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2026-06-16 12:47:41 +02:00
dependabot[bot]
532066a659
build(deps): bump fastapi from 0.136.3 to 0.137.1 ( #1105 )
...
Bumps [fastapi](https://github.com/fastapi/fastapi ) from 0.136.3 to 0.137.1.
- [Release notes](https://github.com/fastapi/fastapi/releases )
- [Commits](https://github.com/fastapi/fastapi/compare/0.136.3...0.137.1 )
---
updated-dependencies:
- dependency-name: fastapi
dependency-version: 0.137.1
dependency-type: direct:production
update-type: version-update:semver-minor
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2026-06-16 12:47:16 +02:00
dependabot[bot]
dc01367a9c
build(deps): bump tornado from 6.5.5 to 6.5.6 ( #1101 )
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Bumps [tornado](https://github.com/tornadoweb/tornado ) from 6.5.5 to 6.5.6.
- [Changelog](https://github.com/tornadoweb/tornado/blob/master/docs/releases.rst )
- [Commits](https://github.com/tornadoweb/tornado/compare/v6.5.5...v6.5.6 )
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dependency-version: 6.5.6
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2026-06-13 10:23:12 +02:00
dependabot[bot]
79bc7c3308
build(deps): bump cachebox from 6.0.0 to 6.1.0 ( #1094 )
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Bumps [cachebox](https://github.com/awolverp/cachebox ) from 6.0.0 to 6.1.0.
- [Release notes](https://github.com/awolverp/cachebox/releases )
- [Commits](https://github.com/awolverp/cachebox/compare/v6.0.0...v6.1.0 )
---
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- dependency-name: cachebox
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2026-06-09 10:22:36 +02:00
dependabot[bot]
223ae5c219
build(deps): bump numpydantic from 1.8.1 to 1.9.1 ( #1098 )
...
Bumps [numpydantic](https://github.com/p2p-ld/numpydantic ) from 1.8.1 to 1.9.1.
- [Release notes](https://github.com/p2p-ld/numpydantic/releases )
- [Changelog](https://github.com/p2p-ld/numpydantic/blob/main/docs/changelog.md )
- [Commits](https://github.com/p2p-ld/numpydantic/compare/v1.8.1...v1.9.1 )
---
updated-dependencies:
- dependency-name: numpydantic
dependency-version: 1.9.1
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2026-06-09 10:22:09 +02:00
dependabot[bot]
faf3b02e1b
build(deps): bump lmdb from 2.2.0 to 2.2.1 ( #1099 )
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Bumps [lmdb](https://github.com/jnwatson/py-lmdb ) from 2.2.0 to 2.2.1.
- [Changelog](https://github.com/jnwatson/py-lmdb/blob/master/ChangeLog )
- [Commits](https://github.com/jnwatson/py-lmdb/compare/py-lmdb_2.2.0...py-lmdb_2.2.1 )
---
updated-dependencies:
- dependency-name: lmdb
dependency-version: 2.2.1
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dependabot[bot]
8c9a417729
build(deps): bump bokeh from 3.9.0 to 3.9.1 ( #1095 )
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Bumps [bokeh](https://github.com/bokeh/bokeh ) from 3.9.0 to 3.9.1.
- [Changelog](https://github.com/bokeh/bokeh/blob/3.9.1/docs/CHANGELOG )
- [Commits](https://github.com/bokeh/bokeh/compare/3.9.0...3.9.1 )
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updated-dependencies:
- dependency-name: bokeh
dependency-version: 3.9.1
dependency-type: direct:production
update-type: version-update:semver-patch
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Signed-off-by: dependabot[bot] <support@github.com >
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2026-06-09 01:34:45 +02:00
