From da6466d2d7a99c99e5557558a06d16248e8de4d5 Mon Sep 17 00:00:00 2001
From: Renae Metcalf <kmetcalf@cert.org>
Date: Fri, 19 Sep 2025 12:35:25 -0400
Subject: [PATCH 01/11] Move pyproject.toml to root level dir

---
 .github/workflows/deploy_site.yml    | 4 ++--
 .github/workflows/link_checker.yml   | 8 ++++----
 .github/workflows/python-app.yml     | 4 ++--
 src/pyproject.toml => pyproject.toml | 6 +++---
 requirements.txt                     | 2 +-
 src/uv.lock => uv.lock               | 0
 6 files changed, 12 insertions(+), 12 deletions(-)
 rename src/pyproject.toml => pyproject.toml (94%)
 rename src/uv.lock => uv.lock (100%)

diff --git a/.github/workflows/deploy_site.yml b/.github/workflows/deploy_site.yml
index 1b51a7f3..d8c50bff 100644
--- a/.github/workflows/deploy_site.yml
+++ b/.github/workflows/deploy_site.yml
@@ -43,7 +43,7 @@ jobs:
         run: |
           python -m pip install --upgrade pip
           python -m pip install uv
-          uv sync --project=src --no-dev
+          uv sync --no-dev
 
       - name: Setup Pages
         uses: actions/configure-pages@v5
@@ -51,7 +51,7 @@ jobs:
       - name: Build Site
         run: |
           export PYTHONPATH=src:$PYTHONPATH
-          uv run --project=src mkdocs build --clean --config-file mkdocs.yml       
+          uv run  mkdocs build --clean --config-file mkdocs.yml       
 
       - name: Upload artifact
         uses: actions/upload-pages-artifact@v4
diff --git a/.github/workflows/link_checker.yml b/.github/workflows/link_checker.yml
index 92f87994..c9207966 100644
--- a/.github/workflows/link_checker.yml
+++ b/.github/workflows/link_checker.yml
@@ -12,7 +12,7 @@ on:
       - .github/workflows/linkchecker.yml
       # run on any PR that changes the pip requirements
       - requirements.txt
-      - src/pyproject.toml
+      - pyproject.toml
   # let us trigger it manually
   workflow_dispatch:
 
@@ -31,13 +31,13 @@ jobs:
       - name: Install dependencies
         run: |
           python -m pip install --upgrade pip uv
-          uv sync --dev --project=src
+          uv sync --dev
 
       - name: Build Site
         run: |
-          uv run --project=src mkdocs build --verbose --clean --config-file mkdocs.yml
+          uv run mkdocs build --verbose --clean --config-file mkdocs.yml
 
       - name: Check links
         run: |
-          uv run --project=src linkchecker site/index.html
+          uv run linkchecker site/index.html
           
diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml
index 05f5f658..887d6bff 100644
--- a/.github/workflows/python-app.yml
+++ b/.github/workflows/python-app.yml
@@ -28,11 +28,11 @@ jobs:
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip uv
-        uv sync --project=src --dev --frozen
+        uv sync --dev --frozen
 #    - uses: psf/black@stable
     - name: Test with pytest
       run: |
-        uv run --project=src pytest
+        uv run pytest
     - name: Build
       run: |
         uv build --project=src
diff --git a/src/pyproject.toml b/pyproject.toml
similarity index 94%
rename from src/pyproject.toml
rename to pyproject.toml
index f32675dc..054da464 100644
--- a/src/pyproject.toml
+++ b/pyproject.toml
@@ -62,13 +62,13 @@ ssvc_doctools="ssvc.doctools:main"
 
 [tool.setuptools.packages.find]
 where = ["."]  # list of folders that contain the packages (["."] by default)
-include = ["ssvc*"]  # package names should match these glob patterns (["*"] by default)
+include = ["src*"]  # package names should match these glob patterns (["*"] by default)
 exclude = ["test*"]  # exclude packages matching these glob patterns (empty by default)
 #namespaces = false  # to disable scanning PEP 420 namespaces (true by default)
 
 [tool.setuptools_scm]
-version_file = "ssvc/_version.py"
-root = ".."
+version_file = "./src/ssvc/_version.py"
+root = "."
 local_scheme = "no-local-version"
 version_scheme = "no-guess-dev"
 
diff --git a/requirements.txt b/requirements.txt
index 9e875a7d..a374b6cf 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,5 +1,5 @@
 # This file was autogenerated by uv via the following command:
-#    uv export --project=src --no-editable -o ./requirements.txt
+#    uv export --no-editable -o ./requirements.txt
 .
 annotated-types==0.7.0 \
     --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
diff --git a/src/uv.lock b/uv.lock
similarity index 100%
rename from src/uv.lock
rename to uv.lock

From 2849dd0d9e671d6bd1fc160f389e7689b8d00a8b Mon Sep 17 00:00:00 2001
From: Renae Metcalf <kmetcalf@cert.org>
Date: Fri, 19 Sep 2025 12:38:47 -0400
Subject: [PATCH 02/11] Fix python build

---
 .github/workflows/python-app.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml
index 887d6bff..75b2c691 100644
--- a/.github/workflows/python-app.yml
+++ b/.github/workflows/python-app.yml
@@ -35,7 +35,7 @@ jobs:
         uv run pytest
     - name: Build
       run: |
-        uv build --project=src
+        uv build 
     - name: Upload Artifacts
       uses: actions/upload-artifact@v4
       with:

From e8cdc476b70b28146fa4f8afb4c2de4c97ac99ad Mon Sep 17 00:00:00 2001
From: Renae Metcalf <kmetcalf@cert.org>
Date: Fri, 19 Sep 2025 16:39:17 -0400
Subject: [PATCH 03/11] Adjust Dockerfile for relocated pyproject.toml and
 uv.lock. I am not convinced that this works.

---
 docker/Dockerfile | 18 ++++++------------
 1 file changed, 6 insertions(+), 12 deletions(-)

diff --git a/docker/Dockerfile b/docker/Dockerfile
index df7f668b..2b9cb51d 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -9,29 +9,23 @@ ENV PATH="${VIRTUAL_ENV}/bin:${PATH}"
 RUN python -m venv "${VIRTUAL_ENV}"
 FROM base AS dependencies
 
-ARG BASE_DIR=..
-ARG SRC_DIR=${BASE_DIR}/src
-
 # Copy the files we need
-COPY ${BASE_DIR}/ /app
+COPY . /app
 # Set the environment variable
 ENV PYTHONPATH=/app/src
-COPY ${SRC_DIR}/pyproject.toml /app/src/pyproject.toml
-COPY ${SRC_DIR}/uv.lock /app/src/uv.lock
 
 # install requirements
-RUN uv sync --project=/app/src --frozen
-
+RUN uv sync --frozen
 
 FROM dependencies AS test
 ENV PYTHONPATH=/app/src
 # Install pytest and dev dependencies
-RUN uv sync --project=/app/src --frozen --dev
+RUN uv sync --frozen --dev
 # Run the unit tests
-CMD ["uv", "run", "--project=/app/src", "pytest"]
+CMD ["uv", "run", "pytest"]
 
 FROM dependencies AS docs
-CMD ["uv", "run", "--project=/app/src", "mkdocs", "serve", "--dev-addr", "0.0.0.0:8000"]
+CMD ["uv", "run", "mkdocs", "serve", "--dev-addr", "0.0.0.0:8000"]
 
 FROM dependencies AS registry_api
-CMD ["uv", "run", "--project=/app/src", "uvicorn", "ssvc.api.main:app", "--host", "0.0.0.0", "--port", "8000"]
\ No newline at end of file
+CMD ["uv", "run", "uvicorn", "ssvc.api.main:app", "--host", "0.0.0.0", "--port", "8000"]

From 01ab1b4e85cb49b8e90946e02749da836066212c Mon Sep 17 00:00:00 2001
From: Renae Metcalf <kmetcalf@cert.org>
Date: Mon, 13 Oct 2025 09:57:05 -0400
Subject: [PATCH 04/11] update dependabot

---
 .github/dependabot.yml | 1 -
 1 file changed, 1 deletion(-)

diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index 9eb89965..e4c8851c 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -8,7 +8,6 @@ updates:
   - package-ecosystem: "uv" # See documentation for possible values
     directories:
       - "/"
-      - "/src" # Location of package manifests
     schedule:
       interval: "weekly"
     groups:

From 96eef7d67e9561ebe0b624ae022adc4b2cb0a787 Mon Sep 17 00:00:00 2001
From: Renae Metcalf <kmetcalf@cert.org>
Date: Mon, 13 Oct 2025 10:06:12 -0400
Subject: [PATCH 05/11] lint

---
 .github/workflows/deploy_site.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/deploy_site.yml b/.github/workflows/deploy_site.yml
index d8c50bff..b266e69f 100644
--- a/.github/workflows/deploy_site.yml
+++ b/.github/workflows/deploy_site.yml
@@ -51,7 +51,7 @@ jobs:
       - name: Build Site
         run: |
           export PYTHONPATH=src:$PYTHONPATH
-          uv run  mkdocs build --clean --config-file mkdocs.yml       
+          uv run mkdocs build --clean --config-file mkdocs.yml       
 
       - name: Upload artifact
         uses: actions/upload-pages-artifact@v4

From 21433f0135ccff1d99b242ef6209dbed69c84283 Mon Sep 17 00:00:00 2001
From: "Allen D. Householder" <ahouseholder@users.noreply.github.com>
Date: Tue, 14 Oct 2025 09:35:12 -0400
Subject: [PATCH 06/11] Update pyproject.toml

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 6aaa19f6..7acabe5f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -62,7 +62,7 @@ ssvc_doctools="ssvc.doctools:main"
 
 [tool.setuptools.packages.find]
 where = ["."]  # list of folders that contain the packages (["."] by default)
-include = ["src*"]  # package names should match these glob patterns (["*"] by default)
+include = ["ssvc*"]  # package names should match these glob patterns (["*"] by default)
 exclude = ["test*"]  # exclude packages matching these glob patterns (empty by default)
 #namespaces = false  # to disable scanning PEP 420 namespaces (true by default)
 

From aaf288af1b30e6cb6decdc0838c59b1af100ffcd Mon Sep 17 00:00:00 2001
From: "Allen D. Householder" <adh@cert.org>
Date: Tue, 14 Oct 2025 11:40:52 -0400
Subject: [PATCH 07/11] Remove virtual environment setup from Dockerfile since
 uv will handle that now

---
 docker/Dockerfile | 5 +----
 1 file changed, 1 insertion(+), 4 deletions(-)

diff --git a/docker/Dockerfile b/docker/Dockerfile
index 2b9cb51d..3fd4c214 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -3,10 +3,6 @@ RUN apt-get update && apt-get install -y --no-install-recommends git && rm -rf /
 RUN pip install --upgrade pip uv
 WORKDIR /app
 
-ENV VIRTUAL_ENV=/app/.venv
-ENV PATH="${VIRTUAL_ENV}/bin:${PATH}"
-
-RUN python -m venv "${VIRTUAL_ENV}"
 FROM base AS dependencies
 
 # Copy the files we need
@@ -18,6 +14,7 @@ ENV PYTHONPATH=/app/src
 RUN uv sync --frozen
 
 FROM dependencies AS test
+
 ENV PYTHONPATH=/app/src
 # Install pytest and dev dependencies
 RUN uv sync --frozen --dev

From 4c8d970e8fdc63ec5fb52aa12a294e50db488f3f Mon Sep 17 00:00:00 2001
From: "Allen D. Householder" <adh@cert.org>
Date: Tue, 14 Oct 2025 11:42:34 -0400
Subject: [PATCH 08/11] Refactor Makefile to remove PROJECT_DIR variable and
 simplify uv commands...

...now that pyproject.toml has moved to the top level dir
---
 Makefile | 9 ++++-----
 1 file changed, 4 insertions(+), 5 deletions(-)

diff --git a/Makefile b/Makefile
index 1ae2d193..deaab0a4 100644
--- a/Makefile
+++ b/Makefile
@@ -1,9 +1,8 @@
 # Project-specific vars
 MKDOCS_PORT=8765
 DOCKER_DIR=docker
-PROJECT_DIR = ./src
 DOCKER_COMPOSE=docker-compose --project-directory $(DOCKER_DIR)
-UV_RUN=uv run --project $(PROJECT_DIR)
+UV_RUN=uv run
 
 # Targets
 .PHONY: all test docs api docker_test clean help mdlint_fix up down regenerate_json
@@ -13,7 +12,7 @@ all: help
 
 dev:
 	@echo "Set up dev environment..."
-	uv sync --dev --project $(PROJECT_DIR)
+	uv sync --dev
 
 mdlint_fix:
 	@echo "Running markdownlint..."
@@ -21,7 +20,7 @@ mdlint_fix:
 
 test:
 	@echo "Running tests locally..."
-	uv run --project $(PROJECT_DIR) pytest -v
+	$(UV_RUN) pytest -v
 
 docker_test:
 	@echo "Building the latest test image..."
@@ -60,7 +59,7 @@ regenerate_json:
 clean:
 	@echo "Cleaning up Docker resources..."
 	$(DOCKER_COMPOSE) down --rmi local || true
-	rm -rf $(PROJECT_DIR)/.venv $(PROJECT_DIR)/uv.lock
+
 help:
 	@echo "Usage: make [target]"
 	@echo ""

From 51d06f41ec4b4936f5f915d4b174a49599943f6a Mon Sep 17 00:00:00 2001
From: "Allen D. Householder" <adh@cert.org>
Date: Tue, 14 Oct 2025 11:45:42 -0400
Subject: [PATCH 09/11] Add example environment file to avoid Docker naming
 collisions (+1 squashed commit) Squashed commits: [94a51d0] add newline

---
 docker/env_example | 3 +++
 1 file changed, 3 insertions(+)
 create mode 100644 docker/env_example

diff --git a/docker/env_example b/docker/env_example
new file mode 100644
index 00000000..a4f3c626
--- /dev/null
+++ b/docker/env_example
@@ -0,0 +1,3 @@
+# copy or link this file to .env in this directory
+# this helps avoid docker image/container naming collisions
+COMPOSE_PROJECT_NAME=ssvc

From 94c4ba2b2fc2b8d48765aca6d83fa344ee2f709b Mon Sep 17 00:00:00 2001
From: "Allen D. Householder" <adh@cert.org>
Date: Tue, 14 Oct 2025 11:44:41 -0400
Subject: [PATCH 10/11] remove requirements.txt because we use pyproject.toml
 now

---
 .github/workflows/link_checker.yml |    1 -
 requirements.txt                   | 1115 ----------------------------
 2 files changed, 1116 deletions(-)
 delete mode 100644 requirements.txt

diff --git a/.github/workflows/link_checker.yml b/.github/workflows/link_checker.yml
index c9207966..9c953389 100644
--- a/.github/workflows/link_checker.yml
+++ b/.github/workflows/link_checker.yml
@@ -11,7 +11,6 @@ on:
       # run on any PR that changes this workflow
       - .github/workflows/linkchecker.yml
       # run on any PR that changes the pip requirements
-      - requirements.txt
       - pyproject.toml
   # let us trigger it manually
   workflow_dispatch:
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index a374b6cf..00000000
--- a/requirements.txt
+++ /dev/null
@@ -1,1115 +0,0 @@
-# This file was autogenerated by uv via the following command:
-#    uv export --no-editable -o ./requirements.txt
-.
-annotated-types==0.7.0 \
-    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
-    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
-    # via pydantic
-anyio==4.10.0 \
-    --hash=sha256:3f3fae35c96039744587aa5b8371e7e8e603c0702999535961dd336026973ba6 \
-    --hash=sha256:60e474ac86736bbfd6f210f7a61218939c318f43f9972497381f1c5e930ed3d1
-    # via
-    #   httpx
-    #   starlette
-    #   watchfiles
-attrs==25.3.0 \
-    --hash=sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3 \
-    --hash=sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b
-    # via
-    #   jsonschema
-    #   referencing
-babel==2.17.0 \
-    --hash=sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d \
-    --hash=sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2
-    # via mkdocs-material
-backrefs==5.9 \
-    --hash=sha256:6907635edebbe9b2dc3de3a2befff44d74f30a4562adbb8b36f21252ea19c5cf \
-    --hash=sha256:7fdf9771f63e6028d7fee7e0c497c81abda597ea45d6b8f89e8ad76994f5befa \
-    --hash=sha256:808548cb708d66b82ee231f962cb36faaf4f2baab032f2fbb783e9c2fdddaa59 \
-    --hash=sha256:cc37b19fa219e93ff825ed1fed8879e47b4d89aa7a1884860e2db64ccd7c676b \
-    --hash=sha256:db8e8ba0e9de81fcd635f440deab5ae5f2591b54ac1ebe0550a2ca063488cd9f \
-    --hash=sha256:df5e169836cc8acb5e440ebae9aad4bf9d15e226d3bad049cf3f6a5c20cc8dc9 \
-    --hash=sha256:f48ee18f6252b8f5777a22a00a09a85de0ca931658f1dd96d4406a34f3748c60
-    # via mkdocs-material
-beautifulsoup4==4.13.4 \
-    --hash=sha256:9bbbb14bfde9d79f38b8cd5f8c7c85f4b8f2523190ebed90e950a8dea4cb1c4b \
-    --hash=sha256:dbb3c4e1ceae6aefebdaf2423247260cd062430a410e38c66f2baa50a8437195
-    # via linkchecker
-bracex==2.6 \
-    --hash=sha256:0b0049264e7340b3ec782b5cb99beb325f36c3782a32e36e876452fd49a09952 \
-    --hash=sha256:98f1347cd77e22ee8d967a30ad4e310b233f7754dbf31ff3fceb76145ba47dc7
-    # via wcmatch
-certifi==2025.8.3 \
-    --hash=sha256:e564105f78ded564e3ae7c923924435e1daa7463faeab5bb932bc53ffae63407 \
-    --hash=sha256:f6c12493cfb1b06ba2ff328595af9350c65d6644968e5d3a2ffd78699af217a5
-    # via
-    #   httpcore
-    #   httpx
-    #   requests
-    #   sentry-sdk
-charset-normalizer==3.4.3 \
-    --hash=sha256:027b776c26d38b7f15b26a5da1044f376455fb3766df8fc38563b4efbc515154 \
-    --hash=sha256:0cacf8f7297b0c4fcb74227692ca46b4a5852f8f4f24b3c766dd94a1075c4884 \
-    --hash=sha256:14c2a87c65b351109f6abfc424cab3927b3bdece6f706e4d12faaf3d52ee5efe \
-    --hash=sha256:1606f4a55c0fd363d754049cdf400175ee96c992b1f8018b993941f221221c5f \
-    --hash=sha256:18343b2d246dc6761a249ba1fb13f9ee9a2bcd95decc767319506056ea4ad4dc \
-    --hash=sha256:18b97b8404387b96cdbd30ad660f6407799126d26a39ca65729162fd810a99aa \
-    --hash=sha256:1bb60174149316da1c35fa5233681f7c0f9f514509b8e399ab70fea5f17e45c9 \
-    --hash=sha256:2001a39612b241dae17b4687898843f254f8748b796a2e16f1051a17078d991d \
-    --hash=sha256:30a96e1e1f865f78b030d65241c1ee850cdf422d869e9028e2fc1d5e4db73b92 \
-    --hash=sha256:30d006f98569de3459c2fc1f2acde170b7b2bd265dc1943e87e1a4efe1b67c31 \
-    --hash=sha256:320e8e66157cc4e247d9ddca8e21f427efc7a04bbd0ac8a9faf56583fa543f9f \
-    --hash=sha256:3cd35b7e8aedeb9e34c41385fda4f73ba609e561faedfae0a9e75e44ac558a15 \
-    --hash=sha256:3cfb2aad70f2c6debfbcb717f23b7eb55febc0bb23dcffc0f076009da10c6392 \
-    --hash=sha256:416175faf02e4b0810f1f38bcb54682878a4af94059a1cd63b8747244420801f \
-    --hash=sha256:41d1fc408ff5fdfb910200ec0e74abc40387bccb3252f3f27c0676731df2b2c8 \
-    --hash=sha256:42e5088973e56e31e4fa58eb6bd709e42fc03799c11c42929592889a2e54c491 \
-    --hash=sha256:53cd68b185d98dde4ad8990e56a58dea83a4162161b1ea9272e5c9182ce415e0 \
-    --hash=sha256:6aab0f181c486f973bc7262a97f5aca3ee7e1437011ef0c2ec04b5a11d16c927 \
-    --hash=sha256:6fb70de56f1859a3f71261cbe41005f56a7842cc348d3aeb26237560bfa5e0ce \
-    --hash=sha256:6fce4b8500244f6fcb71465d4a4930d132ba9ab8e71a7859e6a5d59851068d14 \
-    --hash=sha256:73dc19b562516fc9bcf6e5d6e596df0b4eb98d87e4f79f3ae71840e6ed21361c \
-    --hash=sha256:86df271bf921c2ee3818f0522e9a5b8092ca2ad8b065ece5d7d9d0e9f4849bcc \
-    --hash=sha256:8dcfc373f888e4fb39a7bc57e93e3b845e7f462dacc008d9749568b1c4ece096 \
-    --hash=sha256:b89bc04de1d83006373429975f8ef9e7932534b8cc9ca582e4db7d20d91816db \
-    --hash=sha256:bd28b817ea8c70215401f657edef3a8aa83c29d447fb0b622c35403780ba11d5 \
-    --hash=sha256:c6dbd0ccdda3a2ba7c2ecd9d77b37f3b5831687d8dc1b6ca5f56a4880cc7b7ce \
-    --hash=sha256:c6fd51128a41297f5409deab284fecbe5305ebd7e5a1f959bee1c054622b7018 \
-    --hash=sha256:cc34f233c9e71701040d772aa7490318673aa7164a0efe3172b2981218c26d93 \
-    --hash=sha256:ccf600859c183d70eb47e05a44cd80a4ce77394d1ac0f79dbd2dd90a69a3a049 \
-    --hash=sha256:ce571ab16d890d23b5c278547ba694193a45011ff86a9162a71307ed9f86759a \
-    --hash=sha256:cf1ebb7d78e1ad8ec2a8c4732c7be2e736f6e5123a4146c5b89c9d1f585f8cef \
-    --hash=sha256:d716a916938e03231e86e43782ca7878fb602a125a91e7acb8b5112e2e96ac16 \
-    --hash=sha256:e28e334d3ff134e88989d90ba04b47d84382a828c061d0d1027b1b12a62b39b1 \
-    --hash=sha256:fb6fecfd65564f208cbf0fba07f107fb661bcd1a7c389edbced3f7a493f70e37 \
-    --hash=sha256:fdabf8315679312cfa71302f9bd509ded4f2f263fb5b765cf1433b39106c3cc9
-    # via requests
-click==8.2.1 \
-    --hash=sha256:27c491cc05d968d271d5a1db13e3b5a184636d9d930f148c50b038f0d0646202 \
-    --hash=sha256:61a3265b914e850b85317d0b3109c7f8cd35a670f963866005d6ef1d5175a12b
-    # via
-    #   mkdocs
-    #   mkdocs-material
-    #   rich-toolkit
-    #   typer
-    #   uvicorn
-colorama==0.4.6 \
-    --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
-    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-    # via
-    #   click
-    #   griffe
-    #   mkdocs
-    #   mkdocs-material
-    #   pytest
-    #   uvicorn
-dnspython==2.7.0 \
-    --hash=sha256:b4c34b7d10b51bcc3a5071e7b8dee77939f1e878477eeecc965e9835f63c6c86 \
-    --hash=sha256:ce9c432eda0dc91cf618a5cedf1a4e142651196bbcd2c80e89ed5a907e5cfaf1
-    # via
-    #   email-validator
-    #   linkchecker
-email-validator==2.2.0 \
-    --hash=sha256:561977c2d73ce3611850a06fa56b414621e0c8faa9d66f2611407d87465da631 \
-    --hash=sha256:cb690f344c617a714f22e66ae771445a1ceb46821152df8e165c5f9a364582b7
-    # via
-    #   fastapi
-    #   pydantic
-fastapi==0.116.1 \
-    --hash=sha256:c46ac7c312df840f0c9e220f7964bada936781bc4e2e6eb71f1c4d7553786565 \
-    --hash=sha256:ed52cbf946abfd70c5a0dccb24673f0670deeb517a88b3544d03c2a6bf283143
-    # via certcc-ssvc
-fastapi-cli==0.0.8 \
-    --hash=sha256:0ea95d882c85b9219a75a65ab27e8da17dac02873e456850fa0a726e96e985eb \
-    --hash=sha256:2360f2989b1ab4a3d7fc8b3a0b20e8288680d8af2e31de7c38309934d7f8a0ee
-    # via fastapi
-fastapi-cloud-cli==0.1.5 \
-    --hash=sha256:341ee585eb731a6d3c3656cb91ad38e5f39809bf1a16d41de1333e38635a7937 \
-    --hash=sha256:d80525fb9c0e8af122370891f9fa83cf5d496e4ad47a8dd26c0496a6c85a012a
-    # via fastapi-cli
-ghp-import==2.1.0 \
-    --hash=sha256:8337dd7b50877f163d4c0289bc1f1c7f127550241988d568c1db512c4324a619 \
-    --hash=sha256:9c535c4c61193c2df8871222567d7fd7e5014d835f97dc7b7439069e2413d343
-    # via mkdocs
-griffe==1.12.1 \
-    --hash=sha256:29f5a6114c0aeda7d9c86a570f736883f8a2c5b38b57323d56b3d1c000565567 \
-    --hash=sha256:2d7c12334de00089c31905424a00abcfd931b45b8b516967f224133903d302cc
-    # via mkdocstrings-python
-h11==0.16.0 \
-    --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \
-    --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
-    # via
-    #   httpcore
-    #   uvicorn
-httpcore==1.0.9 \
-    --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
-    --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
-    # via httpx
-httptools==0.6.4 \
-    --hash=sha256:16e603a3bff50db08cd578d54f07032ca1631450ceb972c2f834c2b860c28ea2 \
-    --hash=sha256:28908df1b9bb8187393d5b5db91435ccc9c8e891657f9cbb42a2541b44c82fc8 \
-    --hash=sha256:322d20ea9cdd1fa98bd6a74b77e2ec5b818abdc3d36695ab402a0de8ef2865a3 \
-    --hash=sha256:342dd6946aa6bda4b8f18c734576106b8a31f2fe31492881a9a160ec84ff4bd5 \
-    --hash=sha256:4b36913ba52008249223042dca46e69967985fb4051951f94357ea681e1f5dc0 \
-    --hash=sha256:4d87b29bd4486c0093fc64dea80231f7c7f7eb4dc70ae394d70a495ab8436071 \
-    --hash=sha256:4e93eee4add6493b59a5c514da98c939b244fce4a0d8879cd3f466562f4b7d5c \
-    --hash=sha256:69422b7f458c5af875922cdb5bd586cc1f1033295aa9ff63ee196a87519ac8e1 \
-    --hash=sha256:85071a1e8c2d051b507161f6c3e26155b5c790e4e28d7f236422dbacc2a9cc44 \
-    --hash=sha256:856f4bc0478ae143bad54a4242fccb1f3f86a6e1be5548fecfd4102061b3a083 \
-    --hash=sha256:ade273d7e767d5fae13fa637f4d53b6e961fb7fd93c7797562663f0171c26660 \
-    --hash=sha256:db78cb9ca56b59b016e64b6031eda5653be0589dba2b1b43453f6e8b405a0970 \
-    --hash=sha256:df017d6c780287d5c80601dafa31f17bddb170232d85c066604d8558683711a2 \
-    --hash=sha256:ec4f178901fa1834d4a060320d2f3abc5c9e39766953d038f1458cb885f47e81 \
-    --hash=sha256:f9eb89ecf8b290f2e293325c646a211ff1c2493222798bb80a530c5e7502494f
-    # via uvicorn
-httpx==0.28.1 \
-    --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
-    --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
-    # via
-    #   fastapi
-    #   fastapi-cloud-cli
-idna==3.10 \
-    --hash=sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9 \
-    --hash=sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3
-    # via
-    #   anyio
-    #   email-validator
-    #   httpx
-    #   requests
-iniconfig==2.1.0 \
-    --hash=sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7 \
-    --hash=sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760
-    # via pytest
-itsdangerous==2.2.0 \
-    --hash=sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef \
-    --hash=sha256:e0050c0b7da1eea53ffaf149c0cfbb5c6e2e2b69c4bef22c81fa6eb73e5f6173
-    # via fastapi
-jinja2==3.1.6 \
-    --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \
-    --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
-    # via
-    #   fastapi
-    #   mkdocs
-    #   mkdocs-material
-    #   mkdocstrings
-joblib==1.5.1 \
-    --hash=sha256:4719a31f054c7d766948dcd83e9613686b27114f190f717cec7eaa2084f8a74a \
-    --hash=sha256:f4f86e351f39fe3d0d32a9f2c3d8af1ee4cec285aafcb27003dda5205576b444
-    # via scikit-learn
-jsonschema==4.25.1 \
-    --hash=sha256:3fba0169e345c7175110351d456342c364814cfcf3b964ba4587f22915230a63 \
-    --hash=sha256:e4a9655ce0da0c0b67a085847e00a3a51449e1157f4f75e9fb5aa545e122eb85
-    # via certcc-ssvc
-jsonschema-specifications==2025.4.1 \
-    --hash=sha256:4653bffbd6584f7de83a67e0d620ef16900b390ddc7939d56684d6c81e33f1af \
-    --hash=sha256:630159c9f4dbea161a6a2205c3011cc4f18ff381b189fff48bb39b9bf26ae608
-    # via jsonschema
-latexcodec==3.0.1 \
-    --hash=sha256:a9eb8200bff693f0437a69581f7579eb6bca25c4193515c09900ce76451e452e \
-    --hash=sha256:e78a6911cd72f9dec35031c6ec23584de6842bfbc4610a9678868d14cdfb0357
-    # via pybtex
-linkchecker==10.6.0 \
-    --hash=sha256:5268587ed0b0f7e7521b75905128c96856f30f67dad49f66e2c963bc174ca92d \
-    --hash=sha256:fb7e8facda7749c2fa5fa5dc241c0adc302da3d31d588964a2570db501aa49e5
-markdown==3.8.2 \
-    --hash=sha256:247b9a70dd12e27f67431ce62523e675b866d254f900c4fe75ce3dda62237c45 \
-    --hash=sha256:5c83764dbd4e00bdd94d85a19b8d55ccca20fe35b2e678a1422b380324dd5f24
-    # via
-    #   mkdocs
-    #   mkdocs-autorefs
-    #   mkdocs-material
-    #   mkdocstrings
-    #   pymdown-extensions
-markdown-exec==1.11.0 \
-    --hash=sha256:0526957984980f55c02b425d32e8ac8bb21090c109c7012ff905d3ddcc468ceb \
-    --hash=sha256:e0313a0dff715869a311d24853b3a7ecbbaa12e74eb0f3cf7d91401a7d8f0082
-    # via certcc-ssvc
-markdown-it-py==4.0.0 \
-    --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147 \
-    --hash=sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3
-    # via rich
-markupsafe==3.0.2 \
-    --hash=sha256:0f4ca02bea9a23221c0182836703cbf8930c5e9454bacce27e767509fa286a30 \
-    --hash=sha256:131a3c7689c85f5ad20f9f6fb1b866f402c445b220c19fe4308c0b147ccd2ad9 \
-    --hash=sha256:15ab75ef81add55874e7ab7055e9c397312385bd9ced94920f2802310c930396 \
-    --hash=sha256:1c99d261bd2d5f6b59325c92c73df481e05e57f19837bdca8413b9eac4bd8028 \
-    --hash=sha256:2181e67807fc2fa785d0592dc2d6206c019b9502410671cc905d132a92866557 \
-    --hash=sha256:3d79d162e7be8f996986c064d1c7c817f6df3a77fe3d6859f6f9e7be4b8c213a \
-    --hash=sha256:444dcda765c8a838eaae23112db52f1efaf750daddb2d9ca300bcae1039adc5c \
-    --hash=sha256:4aa4e5faecf353ed117801a068ebab7b7e09ffb6e1d5e412dc852e0da018126c \
-    --hash=sha256:52305740fe773d09cffb16f8ed0427942901f00adedac82ec8b67752f58a1b22 \
-    --hash=sha256:569511d3b58c8791ab4c2e1285575265991e6d8f8700c7be0e88f86cb0672094 \
-    --hash=sha256:6381026f158fdb7c72a168278597a5e3a5222e83ea18f543112b2662a9b699c5 \
-    --hash=sha256:846ade7b71e3536c4e56b386c2a47adf5741d2d8b94ec9dc3e92e5e1ee1e2225 \
-    --hash=sha256:88416bd1e65dcea10bc7569faacb2c20ce071dd1f87539ca2ab364bf6231393c \
-    --hash=sha256:8e06879fc22a25ca47312fbe7c8264eb0b662f6db27cb2d3bbbc74b1df4b9b87 \
-    --hash=sha256:9778bd8ab0a994ebf6f84c2b949e65736d5575320a17ae8984a77fab08db94cf \
-    --hash=sha256:a904af0a6162c73e3edcb969eeeb53a63ceeb5d8cf642fade7d39e7963a22ddb \
-    --hash=sha256:ad10d3ded218f1039f11a75f8091880239651b52e9bb592ca27de44eed242a48 \
-    --hash=sha256:b5a6b3ada725cea8a5e634536b1b01c30bcdcd7f9c6fff4151548d5bf6b3a36c \
-    --hash=sha256:ba8062ed2cf21c07a9e295d5b8a2a5ce678b913b45fdf68c32d95d6c1291e0b6 \
-    --hash=sha256:ba9527cdd4c926ed0760bc301f6728ef34d841f405abf9d4f959c478421e4efd \
-    --hash=sha256:bcf3e58998965654fdaff38e58584d8937aa3096ab5354d493c77d1fdd66d7a1 \
-    --hash=sha256:c0ef13eaeee5b615fb07c9a7dadb38eac06a0608b41570d8ade51c56539e509d \
-    --hash=sha256:cabc348d87e913db6ab4aa100f01b08f481097838bdddf7c7a84b7575b7309ca \
-    --hash=sha256:cdb82a876c47801bb54a690c5ae105a46b392ac6099881cdfb9f6e95e4014c6a \
-    --hash=sha256:d16a81a06776313e817c951135cf7340a3e91e8c1ff2fac444cfd75fffa04afe \
-    --hash=sha256:e17c96c14e19278594aa4841ec148115f9c7615a47382ecb6b82bd8fea3ab0c8 \
-    --hash=sha256:e444a31f8db13eb18ada366ab3cf45fd4b31e4db1236a4448f68778c1d1a5a2f \
-    --hash=sha256:e6a2a455bd412959b57a172ce6328d2dd1f01cb2135efda2e4576e8a23fa3b0f \
-    --hash=sha256:ee55d3edf80167e48ea11a923c7386f4669df67d7994554387f84e7d8b0a2bf0 \
-    --hash=sha256:f3818cb119498c0678015754eba762e0d61e5b52d34c8b13d770f0719f7b1d79 \
-    --hash=sha256:f8b3d067f2e40fe93e1ccdd6b2e1d16c43140e76f02fb1319a05cf2b79d99430
-    # via
-    #   jinja2
-    #   mkdocs
-    #   mkdocs-autorefs
-    #   mkdocstrings
-mdurl==0.1.2 \
-    --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
-    --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
-    # via markdown-it-py
-mergedeep==1.3.4 \
-    --hash=sha256:0096d52e9dad9939c3d975a774666af186eda617e6ca84df4c94dec30004f2a8 \
-    --hash=sha256:70775750742b25c0d8f36c55aed03d24c3384d17c951b3175d898bd778ef0307
-    # via
-    #   mkdocs
-    #   mkdocs-get-deps
-mkdocs==1.6.1 \
-    --hash=sha256:7b432f01d928c084353ab39c57282f29f92136665bdd6abf7c1ec8d822ef86f2 \
-    --hash=sha256:db91759624d1647f3f34aa0c3f327dd2601beae39a366d6e064c03468d35c20e
-    # via
-    #   certcc-ssvc
-    #   mkdocs-autorefs
-    #   mkdocs-bibtex
-    #   mkdocs-include-markdown-plugin
-    #   mkdocs-material
-    #   mkdocs-table-reader-plugin
-    #   mkdocstrings
-mkdocs-autorefs==1.4.2 \
-    --hash=sha256:83d6d777b66ec3c372a1aad4ae0cf77c243ba5bcda5bf0c6b8a2c5e7a3d89f13 \
-    --hash=sha256:e2ebe1abd2b67d597ed19378c0fff84d73d1dbce411fce7a7cc6f161888b6749
-    # via
-    #   mkdocstrings
-    #   mkdocstrings-python
-mkdocs-bibtex==4.4.0 \
-    --hash=sha256:32a1e0624ab0e0edc3539a90a5ffe0a2cb965f03ad5df8746a9fc9e049b6778b \
-    --hash=sha256:fc0ce0f9641b63f900585a48cc09f5817345bbaba1435abf361e21fafe279723
-    # via certcc-ssvc
-mkdocs-get-deps==0.2.0 \
-    --hash=sha256:162b3d129c7fad9b19abfdcb9c1458a651628e4b1dea628ac68790fb3061c60c \
-    --hash=sha256:2bf11d0b133e77a0dd036abeeb06dec8775e46efa526dc70667d8863eefc6134
-    # via mkdocs
-mkdocs-include-markdown-plugin==7.1.6 \
-    --hash=sha256:7975a593514887c18ecb68e11e35c074c5499cfa3e51b18cd16323862e1f7345 \
-    --hash=sha256:a0753cb82704c10a287f1e789fc9848f82b6beb8749814b24b03dd9f67816677
-    # via certcc-ssvc
-mkdocs-material==9.6.18 \
-    --hash=sha256:a2eb253bcc8b66f8c6eaf8379c10ed6e9644090c2e2e9d0971c7722dc7211c05 \
-    --hash=sha256:dbc1e146a0ecce951a4d84f97b816a54936cdc9e1edd1667fc6868878ac06701
-    # via
-    #   certcc-ssvc
-    #   mkdocs-print-site-plugin
-mkdocs-material-extensions==1.3.1 \
-    --hash=sha256:10c9511cea88f568257f960358a467d12b970e1f7b2c0e5fb2bb48cab1928443 \
-    --hash=sha256:adff8b62700b25cb77b53358dad940f3ef973dd6db797907c49e3c2ef3ab4e31
-    # via
-    #   certcc-ssvc
-    #   mkdocs-material
-mkdocs-print-site-plugin==2.8 \
-    --hash=sha256:838bd0a9b7141c11c0f1fdaa51ffe70c35740bec1f07c0806f8018e92f93f9da \
-    --hash=sha256:ab1c89cdb468352975e3bb3bb0ef25dcc2bb88931b03f173206dc95ab02f843f
-    # via certcc-ssvc
-mkdocs-table-reader-plugin==3.1.0 \
-    --hash=sha256:50a1302661c14d96b90ba0434ae96110441e0c653ce23559e3c6911fe79e7bd2 \
-    --hash=sha256:eb15688ee8c0cd1a842f506f18973b87be22bd7baa5e2e551089de6b7f9ec25b
-    # via certcc-ssvc
-mkdocstrings==0.30.0 \
-    --hash=sha256:5d8019b9c31ddacd780b6784ffcdd6f21c408f34c0bd1103b5351d609d5b4444 \
-    --hash=sha256:ae9e4a0d8c1789697ac776f2e034e2ddd71054ae1cf2c2bb1433ccfd07c226f2
-    # via
-    #   certcc-ssvc
-    #   mkdocstrings-python
-mkdocstrings-python==1.17.0 \
-    --hash=sha256:49903fa355dfecc5ad0b891e78ff5d25d30ffd00846952801bbe8331e123d4b0 \
-    --hash=sha256:c6295962b60542a9c7468a3b515ce8524616ca9f8c1a38c790db4286340ba501
-    # via certcc-ssvc
-networkx==3.4.2 \
-    --hash=sha256:307c3669428c5362aab27c8a1260aa8f47c4e91d3891f48be0141738d8d053e1 \
-    --hash=sha256:df5d4365b724cf81b8c6a7312509d0c22386097011ad1abe274afd5e9d3bbc5f
-    # via certcc-ssvc
-numpy==2.3.2 \
-    --hash=sha256:07b62978075b67eee4065b166d000d457c82a1efe726cce608b9db9dd66a73a5 \
-    --hash=sha256:087ffc25890d89a43536f75c5fe8770922008758e8eeeef61733957041ed2f9b \
-    --hash=sha256:092aeb3449833ea9c0bf0089d70c29ae480685dd2377ec9cdbbb620257f84631 \
-    --hash=sha256:095737ed986e00393ec18ec0b21b47c22889ae4b0cd2d5e88342e08b01141f58 \
-    --hash=sha256:0a4f2021a6da53a0d580d6ef5db29947025ae8b35b3250141805ea9a32bbe86b \
-    --hash=sha256:103ea7063fa624af04a791c39f97070bf93b96d7af7eb23530cd087dc8dbe9dc \
-    --hash=sha256:11e58218c0c46c80509186e460d79fbdc9ca1eb8d8aee39d8f2dc768eb781089 \
-    --hash=sha256:122bf5ed9a0221b3419672493878ba4967121514b1d7d4656a7580cd11dddcbf \
-    --hash=sha256:2738534837c6a1d0c39340a190177d7d66fdf432894f469728da901f8f6dc910 \
-    --hash=sha256:27c9f90e7481275c7800dc9c24b7cc40ace3fdb970ae4d21eaff983a32f70c91 \
-    --hash=sha256:293b2192c6bcce487dbc6326de5853787f870aeb6c43f8f9c6496db5b1781e45 \
-    --hash=sha256:2f4f0215edb189048a3c03bd5b19345bdfa7b45a7a6f72ae5945d2a28272727f \
-    --hash=sha256:3dcf02866b977a38ba3ec10215220609ab9667378a9e2150615673f3ffd6c73b \
-    --hash=sha256:448a66d052d0cf14ce9865d159bfc403282c9bc7bb2a31b03cc18b651eca8b1a \
-    --hash=sha256:4d002ecf7c9b53240be3bb69d80f86ddbd34078bae04d87be81c1f58466f264e \
-    --hash=sha256:4e6ecfeddfa83b02318f4d84acf15fbdbf9ded18e46989a15a8b6995dfbf85ab \
-    --hash=sha256:508b0eada3eded10a3b55725b40806a4b855961040180028f52580c4729916a2 \
-    --hash=sha256:546aaf78e81b4081b2eba1d105c3b34064783027a06b3ab20b6eba21fb64132b \
-    --hash=sha256:572d5512df5470f50ada8d1972c5f1082d9a0b7aa5944db8084077570cf98370 \
-    --hash=sha256:5ad4ebcb683a1f99f4f392cc522ee20a18b2bb12a2c1c42c3d48d5a1adc9d3d2 \
-    --hash=sha256:66459dccc65d8ec98cc7df61307b64bf9e08101f9598755d42d8ae65d9a7a6ee \
-    --hash=sha256:6f1ae3dcb840edccc45af496f312528c15b1f79ac318169d094e85e4bb35fdf1 \
-    --hash=sha256:72c6df2267e926a6d5286b0a6d556ebe49eae261062059317837fda12ddf0c1a \
-    --hash=sha256:72dbebb2dcc8305c431b2836bcc66af967df91be793d63a24e3d9b741374c450 \
-    --hash=sha256:754d6755d9a7588bdc6ac47dc4ee97867271b17cee39cb87aef079574366db0a \
-    --hash=sha256:76c3e9501ceb50b2ff3824c3589d5d1ab4ac857b0ee3f8f49629d0de55ecf7c2 \
-    --hash=sha256:7d6e390423cc1f76e1b8108c9b6889d20a7a1f59d9a60cac4a050fa734d6c1e2 \
-    --hash=sha256:8145dd6d10df13c559d1e4314df29695613575183fa2e2d11fac4c208c8a1f73 \
-    --hash=sha256:87c930d52f45df092f7578889711a0768094debf73cfcde105e2d66954358125 \
-    --hash=sha256:8b1224a734cd509f70816455c3cffe13a4f599b1bf7130f913ba0e2c0b2006c0 \
-    --hash=sha256:8dc082ea901a62edb8f59713c6a7e28a85daddcb67454c839de57656478f5b19 \
-    --hash=sha256:906a30249315f9c8e17b085cc5f87d3f369b35fedd0051d4a84686967bdbbd0b \
-    --hash=sha256:938065908d1d869c7d75d8ec45f735a034771c6ea07088867f713d1cd3bbbe4f \
-    --hash=sha256:9c144440db4bf3bb6372d2c3e49834cc0ff7bb4c24975ab33e01199e645416f2 \
-    --hash=sha256:9e196ade2400c0c737d93465327d1ae7c06c7cb8a1756121ebf54b06ca183c7f \
-    --hash=sha256:a3ef07ec8cbc8fc9e369c8dcd52019510c12da4de81367d8b20bc692aa07573a \
-    --hash=sha256:a7af9ed2aa9ec5950daf05bb11abc4076a108bd3c7db9aa7251d5f107079b6a6 \
-    --hash=sha256:a9f66e7d2b2d7712410d3bc5684149040ef5f19856f20277cd17ea83e5006286 \
-    --hash=sha256:af58de8745f7fa9ca1c0c7c943616c6fe28e75d0c81f5c295810e3c83b5be92f \
-    --hash=sha256:b05a89f2fb84d21235f93de47129dd4f11c16f64c87c33f5e284e6a3a54e43f2 \
-    --hash=sha256:b5e40e80299607f597e1a8a247ff8d71d79c5b52baa11cc1cce30aa92d2da6e0 \
-    --hash=sha256:b9d0878b21e3918d76d2209c924ebb272340da1fb51abc00f986c258cd5e957b \
-    --hash=sha256:bc3186bea41fae9d8e90c2b4fb5f0a1f5a690682da79b92574d63f56b529080b \
-    --hash=sha256:c63d95dc9d67b676e9108fe0d2182987ccb0f11933c1e8959f42fa0da8d4fa56 \
-    --hash=sha256:c771cfac34a4f2c0de8e8c97312d07d64fd8f8ed45bc9f5726a7e947270152b5 \
-    --hash=sha256:c8d9727f5316a256425892b043736d63e89ed15bbfe6556c5ff4d9d4448ff3b3 \
-    --hash=sha256:cefc2219baa48e468e3db7e706305fcd0c095534a192a08f31e98d83a7d45fb0 \
-    --hash=sha256:d95f59afe7f808c103be692175008bab926b59309ade3e6d25009e9a171f7036 \
-    --hash=sha256:dd937f088a2df683cbb79dda9a772b62a3e5a8a7e76690612c2737f38c6ef1b6 \
-    --hash=sha256:de6ea4e5a65d5a90c7d286ddff2b87f3f4ad61faa3db8dabe936b34c2275b6f8 \
-    --hash=sha256:e0486a11ec30cdecb53f184d496d1c6a20786c81e55e41640270130056f8ee48 \
-    --hash=sha256:ee807923782faaf60d0d7331f5e86da7d5e3079e28b291973c545476c2b00d07 \
-    --hash=sha256:efc81393f25f14d11c9d161e46e6ee348637c0a1e8a54bf9dedc472a3fae993b \
-    --hash=sha256:f92d6c2a8535dc4fe4419562294ff957f83a16ebdec66df0805e473ffaad8bd0 \
-    --hash=sha256:fc927d7f289d14f5e037be917539620603294454130b6de200091e23d27dc9be \
-    --hash=sha256:fed5527c4cf10f16c6d0b6bee1f89958bccb0ad2522c8cadc2efd318bcd545f5
-    # via
-    #   pandas
-    #   scikit-learn
-    #   scipy
-orjson==3.11.2 \
-    --hash=sha256:07349e88025b9b5c783077bf7a9f401ffbfb07fd20e86ec6fc5b7432c28c2c5e \
-    --hash=sha256:0afb89f16f07220183fd00f5f297328ed0a68d8722ad1b0c8dcd95b12bc82804 \
-    --hash=sha256:13d8d8db6cd8d89d4d4e0f4161acbbb373a4d2a4929e862d1d2119de4aa324ac \
-    --hash=sha256:15d17bdb76a142e1f55d91913e012e6e6769659daa6bfef3ef93f11083137e81 \
-    --hash=sha256:191ed27a1dddb305083d8716af413d7219f40ec1d4c9b0e977453b4db0d6fb6c \
-    --hash=sha256:21cf261e8e79284242e4cb1e5924df16ae28255184aafeff19be1405f6d33f67 \
-    --hash=sha256:24e32a558ebed73a6a71c8f1cbc163a7dd5132da5270ff3d8eeb727f4b6d1bc7 \
-    --hash=sha256:26693dde66910078229a943e80eeb99fdce6cd2c26277dc80ead9f3ab97d2131 \
-    --hash=sha256:29d91d74942b7436f29b5d1ed9bcfc3f6ef2d4f7c4997616509004679936650d \
-    --hash=sha256:2cc42960515076eb639b705f105712b658c525863d89a1704d984b929b0577d1 \
-    --hash=sha256:3dcba7101ea6a8d4ef060746c0f2e7aa8e2453a1012083e1ecce9726d7554cb7 \
-    --hash=sha256:40193ada63fab25e35703454d65b6afc71dbc65f20041cb46c6d91709141ef7f \
-    --hash=sha256:45841fbb79c96441a8c58aa29ffef570c5df9af91f0f7a9572e5505e12412f15 \
-    --hash=sha256:4ad4c8acb50a28211c33fc7ef85ddf5cb18d4636a5205fd3fa2dce0411a0e30c \
-    --hash=sha256:4ca4fb5ac21cd1e48028d4f708b1bb13e39c42d45614befd2ead004a8bba8535 \
-    --hash=sha256:50995bbeb5d41a32ad15e023305807f561ac5dcd9bd41a12c8d8d1d2c83e44e6 \
-    --hash=sha256:51da1ee2178ed09c00d09c1b953e45846bbc16b6420965eb7a913ba209f606d8 \
-    --hash=sha256:51dc033df2e4a4c91c0ba4f43247de99b3cbf42ee7a42ee2b2b2f76c8b2f2cb5 \
-    --hash=sha256:53c9e81768c69d4b66b8876ec3c8e431c6e13477186d0db1089d82622bccd19f \
-    --hash=sha256:59f8d5ad08602711af9589375be98477d70e1d102645430b5a7985fdbf613b36 \
-    --hash=sha256:6a5f62ebbc530bb8bb4b1ead103647b395ba523559149b91a6c545f7cd4110ad \
-    --hash=sha256:6ab6e6b4e93b1573a026b6ec16fca9541354dd58e514b62c558b58554ae04307 \
-    --hash=sha256:6f59dfea7da1fced6e782bb3699718088b1036cb361f36c6e4dd843c5111aefe \
-    --hash=sha256:7c8ac5f6b682d3494217085cf04dadae66efee45349ad4ee2a1da3c97e2305a8 \
-    --hash=sha256:901d80d349d8452162b3aa1afb82cec5bee79a10550660bc21311cc61a4c5486 \
-    --hash=sha256:91bdcf5e69a8fd8e8bdb3de32b31ff01d2bd60c1e8d5fe7d5afabdcf19920309 \
-    --hash=sha256:994181e7f1725bb5f2d481d7d228738e0743b16bf319ca85c29369c65913df14 \
-    --hash=sha256:9cb23527efb61fb75527df55d20ee47989c4ee34e01a9c98ee9ede232abf6219 \
-    --hash=sha256:a079fdba7062ab396380eeedb589afb81dc6683f07f528a03b6f7aae420a0219 \
-    --hash=sha256:a4dd1268e4035af21b8a09e4adf2e61f87ee7bf63b86d7bb0a237ac03fad5b45 \
-    --hash=sha256:ae3bb10279d57872f9aba68c9931aa71ed3b295fa880f25e68da79e79453f46e \
-    --hash=sha256:b5ca86300aeb383c8fa759566aca065878d3d98c3389d769b43f0a2e84d52c5f \
-    --hash=sha256:bde64aa469b5ee46cc960ed241fae3721d6a8801dacb2ca3466547a2535951e4 \
-    --hash=sha256:c56777cab2a7b2a8ea687fedafb84b3d7fdafae382165c31a2adf88634c432fa \
-    --hash=sha256:cf3bd3967a360e87ee14ed82cb258b7f18c710dacf3822fb0042a14313a673a1 \
-    --hash=sha256:d026e1967239ec11a2559b4146a61d13914504b396f74510a1c4d6b19dfd8732 \
-    --hash=sha256:d4f13af59a7b84c1ca6b8a7ab70d608f61f7c44f9740cd42409e6ae7b6c8d8b7 \
-    --hash=sha256:d7df6c7b8b0931feb3420b72838c3e2ba98c228f7aa60d461bc050cf4ca5f7b2 \
-    --hash=sha256:dbb79a0476393c07656b69c8e763c3cc925fa8e1d9e9b7d1f626901bb5025448 \
-    --hash=sha256:e36319a5d15b97e4344110517450396845cc6789aed712b1fbf83c1bd95792f6 \
-    --hash=sha256:edf49146520fef308c31aa4c45b9925fd9c7584645caca7c0c4217d7900214ae \
-    --hash=sha256:ff8b155b145eaf5a9d94d2c476fbe18d6021de93cf36c2ae2c8c5b775763f14e
-    # via fastapi
-packaging==25.0 \
-    --hash=sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484 \
-    --hash=sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f
-    # via
-    #   mkdocs
-    #   pytest
-paginate==0.5.7 \
-    --hash=sha256:22bd083ab41e1a8b4f3690544afb2c60c25e5c9a63a30fa2f483f6c60c8e5945 \
-    --hash=sha256:b885e2af73abcf01d9559fd5216b57ef722f8c42affbb63942377668e35c7591
-    # via mkdocs-material
-pandas==2.3.2 \
-    --hash=sha256:0064187b80a5be6f2f9c9d6bdde29372468751dfa89f4211a3c5871854cfbf7a \
-    --hash=sha256:0bd281310d4f412733f319a5bc552f86d62cddc5f51d2e392c8787335c994175 \
-    --hash=sha256:0c6ecbac99a354a051ef21c5307601093cb9e0f4b1855984a084bfec9302699e \
-    --hash=sha256:0cee69d583b9b128823d9514171cabb6861e09409af805b54459bd0c821a35c2 \
-    --hash=sha256:114c2fe4f4328cf98ce5716d1532f3ab79c5919f95a9cfee81d9140064a2e4d6 \
-    --hash=sha256:12d039facec710f7ba305786837d0225a3444af7bbd9c15c32ca2d40d157ed8b \
-    --hash=sha256:1b9b52693123dd234b7c985c68b709b0b009f4521000d0525f2b95c22f15944b \
-    --hash=sha256:213a5adf93d020b74327cb2c1b842884dbdd37f895f42dcc2f09d451d949f811 \
-    --hash=sha256:2319656ed81124982900b4c37f0e0c58c015af9a7bbc62342ba5ad07ace82ba9 \
-    --hash=sha256:3fbb977f802156e7a3f829e9d1d5398f6192375a3e2d1a9ee0803e35fe70a2b9 \
-    --hash=sha256:48fa91c4dfb3b2b9bfdb5c24cd3567575f4e13f9636810462ffed8925352be5a \
-    --hash=sha256:4ac8c320bded4718b298281339c1a50fb00a6ba78cb2a63521c39bec95b0209b \
-    --hash=sha256:837248b4fc3a9b83b9c6214699a13f069dc13510a6a6d7f9ba33145d2841a012 \
-    --hash=sha256:8c13b81a9347eb8c7548f53fd9a4f08d4dfe996836543f805c987bafa03317ae \
-    --hash=sha256:96d31a6b4354e3b9b8a2c848af75d31da390657e3ac6f30c05c82068b9ed79b9 \
-    --hash=sha256:ab7b58f8f82706890924ccdfb5f48002b83d2b5a3845976a9fb705d36c34dcdb \
-    --hash=sha256:b37205ad6f00d52f16b6d09f406434ba928c1a1966e2771006a9033c736d30d2 \
-    --hash=sha256:c624b615ce97864eb588779ed4046186f967374185c047070545253a52ab2d57 \
-    --hash=sha256:c6f048aa0fd080d6a06cc7e7537c09b53be6642d330ac6f54a600c3ace857ee9 \
-    --hash=sha256:d2c3554bd31b731cd6490d94a28f3abb8dd770634a9e06eb6d2911b9827db370 \
-    --hash=sha256:df4df0b9d02bb873a106971bb85d448378ef14b86ba96f035f50bbd3688456b4
-    # via
-    #   certcc-ssvc
-    #   mkdocs-table-reader-plugin
-pathspec==0.12.1 \
-    --hash=sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08 \
-    --hash=sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712
-    # via mkdocs
-platformdirs==4.3.8 \
-    --hash=sha256:3d512d96e16bcb959a814c9f348431070822a6496326a4be0911c40b5a74c2bc \
-    --hash=sha256:ff7059bb7eb1179e2685604f4aaf157cfd9535242bd23742eadc3c13542139b4
-    # via mkdocs-get-deps
-pluggy==1.6.0 \
-    --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \
-    --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
-    # via pytest
-pybtex==0.25.1 \
-    --hash=sha256:9053b0d619409a0a83f38abad5d9921de5f7b3ede00742beafcd9f10ad0d8c5c \
-    --hash=sha256:9eaf90267c7e83e225af89fea65c370afbf65f458220d3946a9e3049e1eca491
-    # via mkdocs-bibtex
-pydantic==2.11.7 \
-    --hash=sha256:d989c3c6cb79469287b1569f7447a17848c998458d49ebe294e975b9baf0f0db \
-    --hash=sha256:dde5df002701f6de26248661f6835bbe296a47bf73990135c7d07ce741b9623b
-    # via
-    #   certcc-ssvc
-    #   fastapi
-    #   fastapi-cloud-cli
-    #   pydantic-extra-types
-    #   pydantic-settings
-pydantic-core==2.33.2 \
-    --hash=sha256:04a1a413977ab517154eebb2d326da71638271477d6ad87a769102f7c2488c56 \
-    --hash=sha256:0a9f2c9dd19656823cb8250b0724ee9c60a82f3cdf68a080979d13092a3b0fef \
-    --hash=sha256:0fb2d542b4d66f9470e8065c5469ec676978d625a8b7a363f07d9a501a9cb36a \
-    --hash=sha256:1082dd3e2d7109ad8b7da48e1d4710c8d06c253cbc4a27c1cff4fbcaa97a9e3f \
-    --hash=sha256:1ea40a64d23faa25e62a70ad163571c0b342b8bf66d5fa612ac0dec4f069d916 \
-    --hash=sha256:2b0a451c263b01acebe51895bfb0e1cc842a5c666efe06cdf13846c7418caa9a \
-    --hash=sha256:3c6db6e52c6d70aa0d00d45cdb9b40f0433b96380071ea80b09277dba021ddf7 \
-    --hash=sha256:4e61206137cbc65e6d5256e1166f88331d3b6238e082d9f74613b9b765fb9025 \
-    --hash=sha256:52fb90784e0a242bb96ec53f42196a17278855b0f31ac7c3cc6f5c1ec4811849 \
-    --hash=sha256:572c7e6c8bb4774d2ac88929e3d1f12bc45714ae5ee6d9a788a9fb35e60bb04b \
-    --hash=sha256:5c92edd15cd58b3c2d34873597a1e20f13094f59cf88068adb18947df5455b4e \
-    --hash=sha256:5f483cfb75ff703095c59e365360cb73e00185e01aaea067cd19acffd2ab20ea \
-    --hash=sha256:61c18fba8e5e9db3ab908620af374db0ac1baa69f0f32df4f61ae23f15e586ac \
-    --hash=sha256:65132b7b4a1c0beded5e057324b7e16e10910c106d43675d9bd87d4f38dde162 \
-    --hash=sha256:7cb8bc3605c29176e1b105350d2e6474142d7c1bd1d9327c4a9bdb46bf827acc \
-    --hash=sha256:8f57a69461af2a5fa6e6bbd7a5f60d3b7e6cebb687f55106933188e79ad155c1 \
-    --hash=sha256:95237e53bb015f67b63c91af7518a62a8660376a6a0db19b89acc77a4d6199f5 \
-    --hash=sha256:96081f1605125ba0855dfda83f6f3df5ec90c61195421ba72223de35ccfb2f88 \
-    --hash=sha256:9cb1da0f5a471435a7bc7e439b8a728e8b61e59784b2af70d7c169f8dd8ae290 \
-    --hash=sha256:9fdac5d6ffa1b5a83bca06ffe7583f5576555e6c8b3a91fbd25ea7780f825f7d \
-    --hash=sha256:a7ec89dc587667f22b6a0b6579c249fca9026ce7c333fc142ba42411fa243cdc \
-    --hash=sha256:c083a3bdd5a93dfe480f1125926afcdbf2917ae714bdb80b36d34318b2bec5d9 \
-    --hash=sha256:c2fc0a768ef76c15ab9238afa6da7f69895bb5d1ee83aeea2e3509af4472d0b9 \
-    --hash=sha256:c52b02ad8b4e2cf14ca7b3d918f3eb0ee91e63b3167c32591e57c4317e134f8f \
-    --hash=sha256:c8e7af2f4e0194c22b5b37205bfb293d166a7344a5b0d0eaccebc376546d77d5 \
-    --hash=sha256:cca3868ddfaccfbc4bfb1d608e2ccaaebe0ae628e1416aeb9c4d88c001bb45ab \
-    --hash=sha256:db4b41f9bd95fbe5acd76d89920336ba96f03e149097365afe1cb092fceb89a1 \
-    --hash=sha256:e80b087132752f6b3d714f041ccf74403799d3b23a72722ea2e6ba2e892555b9 \
-    --hash=sha256:eb8c529b2819c37140eb51b914153063d27ed88e3bdc31b71198a198e921e011 \
-    --hash=sha256:f517ca031dfc037a9c07e748cefd8d96235088b83b4f4ba8939105d20fa1dcd6 \
-    --hash=sha256:f941635f2a3d96b2973e867144fde513665c87f13fe0e193c158ac51bfaaa7b2 \
-    --hash=sha256:fa854f5cf7e33842a892e5c73f45327760bc7bc516339fda888c75ae60edaeb6
-    # via pydantic
-pydantic-extra-types==2.10.5 \
-    --hash=sha256:1dcfa2c0cf741a422f088e0dbb4690e7bfadaaf050da3d6f80d6c3cf58a2bad8 \
-    --hash=sha256:b60c4e23d573a69a4f1a16dd92888ecc0ef34fb0e655b4f305530377fa70e7a8
-    # via fastapi
-pydantic-settings==2.10.1 \
-    --hash=sha256:06f0062169818d0f5524420a360d632d5857b83cffd4d42fe29597807a1614ee \
-    --hash=sha256:a60952460b99cf661dc25c29c0ef171721f98bfcb52ef8d9ea4c943d7c8cc796
-    # via fastapi
-pygments==2.19.2 \
-    --hash=sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887 \
-    --hash=sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b
-    # via
-    #   mkdocs-material
-    #   pygments-ansi-color
-    #   pytest
-    #   rich
-pygments-ansi-color==0.3.0 \
-    --hash=sha256:7018954cf5b11d1e734383a1bafab5af613213f246109417fee3f76da26d5431 \
-    --hash=sha256:7eb063feaecadad9d4d1fd3474cbfeadf3486b64f760a8f2a00fc25392180aba
-    # via markdown-exec
-pymdown-extensions==10.16.1 \
-    --hash=sha256:aace82bcccba3efc03e25d584e6a22d27a8e17caa3f4dd9f207e49b787aa9a91 \
-    --hash=sha256:d6ba157a6c03146a7fb122b2b9a121300056384eafeec9c9f9e584adfdb2a32d
-    # via
-    #   markdown-exec
-    #   mkdocs-material
-    #   mkdocstrings
-pypandoc==1.15 \
-    --hash=sha256:4ededcc76c8770f27aaca6dff47724578428eca84212a31479403a9731fc2b16 \
-    --hash=sha256:ea25beebe712ae41d63f7410c08741a3cab0e420f6703f95bc9b3a749192ce13
-    # via mkdocs-bibtex
-pytest==8.4.1 \
-    --hash=sha256:539c70ba6fcead8e78eebbf1115e8b589e7565830d7d006a8723f19ac8a0afb7 \
-    --hash=sha256:7c67fd69174877359ed9371ec3af8a3d2b04741818c51e5e99cc1742251fa93c
-python-dateutil==2.9.0.post0 \
-    --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
-    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
-    # via
-    #   ghp-import
-    #   pandas
-python-dotenv==1.1.1 \
-    --hash=sha256:31f23644fe2602f88ff55e1f5c79ba497e01224ee7737937930c448e4d0e24dc \
-    --hash=sha256:a8a6399716257f45be6a007360200409fce5cda2661e3dec71d23dc15f6189ab
-    # via
-    #   pydantic-settings
-    #   uvicorn
-python-multipart==0.0.20 \
-    --hash=sha256:8a62d3a8335e06589fe01f2a3e178cdcc632f3fbe0d492ad9ee0ec35aab1f104 \
-    --hash=sha256:8dd0cab45b8e23064ae09147625994d090fa46f5b0d1e13af944c331a7fa9d13
-    # via fastapi
-pytz==2025.2 \
-    --hash=sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3 \
-    --hash=sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00
-    # via pandas
-pyyaml==6.0.2 \
-    --hash=sha256:0833f8694549e586547b576dcfaba4a6b55b9e96098b36cdc7ebefe667dfed48 \
-    --hash=sha256:0ffe8360bab4910ef1b9e87fb812d8bc0a308b0d0eef8c8f44e0254ab3b07133 \
-    --hash=sha256:17e311b6c678207928d649faa7cb0d7b4c26a0ba73d41e99c4fff6b6c3276484 \
-    --hash=sha256:1f71ea527786de97d1a0cc0eacd1defc0985dcf6b3f17bb77dcfc8c34bec4dc5 \
-    --hash=sha256:41e4e3953a79407c794916fa277a82531dd93aad34e29c2a514c2c0c5fe971cc \
-    --hash=sha256:50187695423ffe49e2deacb8cd10510bc361faac997de9efef88badc3bb9e2d1 \
-    --hash=sha256:68ccc6023a3400877818152ad9a1033e3db8625d899c72eacb5a668902e4d652 \
-    --hash=sha256:70b189594dbe54f75ab3a1acec5f1e3faa7e8cf2f1e08d9b561cb41b845f69d5 \
-    --hash=sha256:7e7401d0de89a9a855c839bc697c079a4af81cf878373abd7dc625847d25cbd8 \
-    --hash=sha256:80bab7bfc629882493af4aa31a4cfa43a4c57c83813253626916b8c7ada83476 \
-    --hash=sha256:8388ee1976c416731879ac16da0aff3f63b286ffdd57cdeb95f3f2e085687563 \
-    --hash=sha256:8b9c7197f7cb2738065c481a0461e50ad02f18c78cd75775628afb4d7137fb3b \
-    --hash=sha256:9b22676e8097e9e22e36d6b7bda33190d0d400f345f23d4065d48f4ca7ae0425 \
-    --hash=sha256:bc2fa7c6b47d6bc618dd7fb02ef6fdedb1090ec036abab80d4681424b84c1183 \
-    --hash=sha256:c70c95198c015b85feafc136515252a261a84561b7b1d51e3384e0655ddf25ab \
-    --hash=sha256:ce826d6ef20b1bc864f0a68340c8b3287705cae2f8b4b1d932177dcc76721725 \
-    --hash=sha256:d584d9ec91ad65861cc08d42e834324ef890a082e591037abe114850ff7bbc3e \
-    --hash=sha256:ef6107725bd54b262d6dedcc2af448a266975032bc85ef0172c5f059da6325b4 \
-    --hash=sha256:efdca5630322a10774e8e98e1af481aad470dd62c3170801852d752aa7a783ba
-    # via
-    #   fastapi
-    #   mkdocs
-    #   mkdocs-get-deps
-    #   mkdocs-table-reader-plugin
-    #   pybtex
-    #   pymdown-extensions
-    #   pyyaml-env-tag
-    #   responses
-    #   uvicorn
-pyyaml-env-tag==1.1 \
-    --hash=sha256:17109e1a528561e32f026364712fee1264bc2ea6715120891174ed1b980d2e04 \
-    --hash=sha256:2eb38b75a2d21ee0475d6d97ec19c63287a7e140231e4214969d0eac923cd7ff
-    # via mkdocs
-rapidfuzz==3.13.0 \
-    --hash=sha256:09e908064d3684c541d312bd4c7b05acb99a2c764f6231bd507d4b4b65226c23 \
-    --hash=sha256:0da54aa8547b3c2c188db3d1c7eb4d1bb6dd80baa8cdaeaec3d1da3346ec9caa \
-    --hash=sha256:0e1d08cb884805a543f2de1f6744069495ef527e279e05370dd7c83416af83f8 \
-    --hash=sha256:11b125d8edd67e767b2295eac6eb9afe0b1cdc82ea3d4b9257da4b8e06077798 \
-    --hash=sha256:11b47b40650e06147dee5e51a9c9ad73bb7b86968b6f7d30e503b9f8dd1292db \
-    --hash=sha256:1343d745fbf4688e412d8f398c6e6d6f269db99a54456873f232ba2e7aeb4939 \
-    --hash=sha256:1dc82b6ed01acb536b94a43996a94471a218f4d89f3fdd9185ab496de4b2a981 \
-    --hash=sha256:2d18228a2390375cf45726ce1af9d36ff3dc1f11dce9775eae1f1b13ac6ec50f \
-    --hash=sha256:2fd0975e015b05c79a97f38883a11236f5a24cca83aa992bd2558ceaa5652b26 \
-    --hash=sha256:3f32f15bacd1838c929b35c84b43618481e1b3d7a61b5ed2db0291b70ae88b53 \
-    --hash=sha256:461fd13250a2adf8e90ca9a0e1e166515cbcaa5e9c3b1f37545cbbeff9e77f6b \
-    --hash=sha256:4671ee300d1818d7bdfd8fa0608580d7778ba701817216f0c17fb29e6b972514 \
-    --hash=sha256:4a1a6a906ba62f2556372282b1ef37b26bca67e3d2ea957277cfcefc6275cca7 \
-    --hash=sha256:57c390336cb50d5d3bfb0cfe1467478a15733703af61f6dffb14b1cd312a6fae \
-    --hash=sha256:5d4e13593d298c50c4f94ce453f757b4b398af3fa0fd2fde693c3e51195b7f69 \
-    --hash=sha256:65cc97c2fc2c2fe23586599686f3b1ceeedeca8e598cfcc1b7e56dc8ca7e2aa7 \
-    --hash=sha256:694eb531889f71022b2be86f625a4209c4049e74be9ca836919b9e395d5e33b3 \
-    --hash=sha256:6e2065f68fb1d0bf65adc289c1bdc45ba7e464e406b319d67bb54441a1b9da9e \
-    --hash=sha256:98b8107ff14f5af0243f27d236bcc6e1ef8e7e3b3c25df114e91e3a99572da73 \
-    --hash=sha256:9a7c6232be5f809cd39da30ee5d24e6cadd919831e6020ec6c2391f4c3bc9264 \
-    --hash=sha256:9f5fe634c9482ec5d4a6692afb8c45d370ae86755e5f57aa6c50bfe4ca2bdd87 \
-    --hash=sha256:ae4574cb66cf1e85d32bb7e9ec45af5409c5b3970b7ceb8dea90168024127566 \
-    --hash=sha256:b1b065f370d54551dcc785c6f9eeb5bd517ae14c983d2784c064b3aa525896df \
-    --hash=sha256:b836f486dba0aceb2551e838ff3f514a38ee72b015364f739e526d720fdb823a \
-    --hash=sha256:c2b3dd5d206a12deca16870acc0d6e5036abeb70e3cad6549c294eff15591527 \
-    --hash=sha256:c33f9c841630b2bb7e69a3fb5c84a854075bb812c47620978bddc591f764da3d \
-    --hash=sha256:d2eaf3839e52cbcc0accbe9817a67b4b0fcf70aaeb229cfddc1c28061f9ce5d8 \
-    --hash=sha256:df8e8c21e67afb9d7fbe18f42c6111fe155e801ab103c81109a61312927cc611 \
-    --hash=sha256:e05752418b24bbd411841b256344c26f57da1148c5509e34ea39c7eb5099ab72 \
-    --hash=sha256:e9d824de871daa6e443b39ff495a884931970d567eb0dfa213d234337343835f \
-    --hash=sha256:ed6f416bda1c9133000009d84d9409823eb2358df0950231cc936e4bf784eb97
-    # via thefuzz
-referencing==0.36.2 \
-    --hash=sha256:df2e89862cd09deabbdba16944cc3f10feb6b3e6f18e902f7cc25609a34775aa \
-    --hash=sha256:e8699adbbf8b5c7de96d8ffa0eb5c158b3beafce084968e2ea8bb08c6794dcd0
-    # via
-    #   jsonschema
-    #   jsonschema-specifications
-requests==2.32.5 \
-    --hash=sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6 \
-    --hash=sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf
-    # via
-    #   linkchecker
-    #   mkdocs-bibtex
-    #   mkdocs-material
-    #   responses
-responses==0.25.8 \
-    --hash=sha256:0c710af92def29c8352ceadff0c3fe340ace27cf5af1bbe46fb71275bcd2831c \
-    --hash=sha256:9374d047a575c8f781b94454db5cab590b6029505f488d12899ddb10a4af1cf4
-    # via mkdocs-bibtex
-rich==14.1.0 \
-    --hash=sha256:536f5f1785986d6dbdea3c75205c473f970777b4a0d6c6dd1b696aa05a3fa04f \
-    --hash=sha256:e497a48b844b0320d45007cdebfeaeed8db2a4f4bcf49f15e455cfc4af11eaa8
-    # via
-    #   rich-toolkit
-    #   typer
-rich-toolkit==0.15.0 \
-    --hash=sha256:3f5730e9f2d36d0bfe01cf723948b7ecf4cc355d2b71e2c00e094f7963128c09 \
-    --hash=sha256:ddb91008283d4a7989fd8ff0324a48773a7a2276229c6a3070755645538ef1bb
-    # via
-    #   fastapi-cli
-    #   fastapi-cloud-cli
-rignore==0.6.4 \
-    --hash=sha256:0a8184fcf567bd6b6d7b85a0c138d98dd40f63054141c96b175844414c5530d7 \
-    --hash=sha256:0cc35773a8a9c119359ef974d0856988d4601d4daa6f532c05f66b4587cf35bc \
-    --hash=sha256:145177f0e32716dc2f220b07b3cde2385b994b7ea28d5c96fbec32639e9eac6f \
-    --hash=sha256:240777332b859dc89dcba59ab6e3f1e062bc8e862ffa3e5f456e93f7fd5cb415 \
-    --hash=sha256:2521f7bf3ee1f2ab22a100a3a4eed39a97b025804e5afe4323528e9ce8f084a5 \
-    --hash=sha256:2b3b1e266ce45189240d14dfa1057f8013ea34b9bc8b3b44125ec8d25fdb3985 \
-    --hash=sha256:456456802b1e77d1e2d149320ee32505b8183e309e228129950b807d204ddd17 \
-    --hash=sha256:45fe803628cc14714df10e8d6cdc23950a47eb9eb37dfea9a4779f4c672d2aa0 \
-    --hash=sha256:465179bc30beb1f7a3439e428739a2b5777ed26660712b8c4e351b15a7c04483 \
-    --hash=sha256:4a4877b4dca9cf31a4d09845b300c677c86267657540d0b4d3e6d0ce3110e6e9 \
-    --hash=sha256:4c1ff2fc223f1d9473d36923160af37bf765548578eb9d47a2f52e90da8ae408 \
-    --hash=sha256:4d1918221a249e5342b60fd5fa513bf3d6bf272a8738e66023799f0c82ecd788 \
-    --hash=sha256:50359e0d5287b5e2743bd2f2fbf05df619c8282fd3af12f6628ff97b9675551d \
-    --hash=sha256:52b0957b585ab48a445cf8ac1dbc33a272ab060835e583b4f95aa8c67c23fb2b \
-    --hash=sha256:536392c5ec91755db48389546c833c4ab1426fe03e5a8522992b54ef8a244e7e \
-    --hash=sha256:66b0e548753e55cc648f1e7b02d9f74285fe48bb49cec93643d31e563773ab3f \
-    --hash=sha256:6971ac9fdd5a0bd299a181096f091c4f3fd286643adceba98eccc03c688a6637 \
-    --hash=sha256:74720d074b79f32449d5d212ce732e0144a294a184246d1f1e7bcc1fc5c83b69 \
-    --hash=sha256:7a6ccc0ea83d2c0c6df6b166f2acacedcc220a516436490f41e99a5ae73b6019 \
-    --hash=sha256:84b5121650ae24621154c7bdba8b8970b0739d8146505c9f38e0cda9385d1004 \
-    --hash=sha256:91dc94b1cc5af8d6d25ce6edd29e7351830f19b0a03b75cb3adf1f76d00f3007 \
-    --hash=sha256:a63f5720dffc8d8fb0a4d02fafb8370a4031ebf3f99a4e79f334a91e905b7349 \
-    --hash=sha256:b665b1ea14457d7b49e834baabc635a3b8c10cfb5cca5c21161fabdbfc2b850e \
-    --hash=sha256:b79c212d9990a273ad91e8d9765e1766ef6ecedd3be65375d786a252762ba385 \
-    --hash=sha256:bcb0d7d7ecc3fbccf6477bb187c04a091579ea139f15f139abe0b3b48bdfef69 \
-    --hash=sha256:c6ffa7f2a8894c65aa5dc4e8ac8bbdf39a326c0c6589efd27686cfbb48f0197d \
-    --hash=sha256:c7fd339f344a8548724f289495b835bed7b81174a0bc1c28c6497854bd8855db \
-    --hash=sha256:ce33982da47ac5dc09d19b04fa8d7c9aa6292fc0bd1ecf33076989faa8886094 \
-    --hash=sha256:d0615a6bf4890ec5a90b5fb83666822088fbd4e8fcd740c386fcce51e2f6feea \
-    --hash=sha256:d899621867aa266824fbd9150e298f19d25b93903ef0133c09f70c65a3416eca \
-    --hash=sha256:e02eecb9e1b9f9bf7c9030ae73308a777bed3b2486204cc74dfcfbe699ab1497 \
-    --hash=sha256:e07d9c5270fc869bc431aadcfb6ed0447f89b8aafaa666914c077435dc76a123 \
-    --hash=sha256:e439f034277a947a4126e2da79dbb43e33d73d7c09d3d72a927e02f8a16f59aa \
-    --hash=sha256:e445fbc214ae18e0e644a78086ea5d0f579e210229a4fbe86367d11a4cd03c11 \
-    --hash=sha256:e55bf8f9bbd186f58ab646b4a08718c77131d28a9004e477612b0cbbd5202db2 \
-    --hash=sha256:e893fdd2d7fdcfa9407d0b7600ef2c2e2df97f55e1c45d4a8f54364829ddb0ab \
-    --hash=sha256:efe18096dcb1596757dfe0b412aab6d32564473ae7ee58dea0a8b4be5b1a2e3b \
-    --hash=sha256:f5f9dca46fc41c0a1e236767f68be9d63bdd2726db13a0ae3a30f68414472969 \
-    --hash=sha256:feac73377a156fb77b3df626c76f7e5893d9b4e9e886ac8c0f9d44f1206a2a91
-    # via fastapi-cloud-cli
-rpds-py==0.27.0 \
-    --hash=sha256:010c4843a3b92b54373e3d2291a7447d6c3fc29f591772cc2ea0e9f5c1da434b \
-    --hash=sha256:0665be515767dc727ffa5f74bd2ef60b0ff85dad6bb8f50d91eaa6b5fb226f51 \
-    --hash=sha256:069e0384a54f427bd65d7fda83b68a90606a3835901aaff42185fcd94f5a9295 \
-    --hash=sha256:0954e3a92e1d62e83a54ea7b3fdc9efa5d61acef8488a8a3d31fdafbfb00460d \
-    --hash=sha256:09965b314091829b378b60607022048953e25f0b396c2b70e7c4c81bcecf932e \
-    --hash=sha256:0c431bfb91478d7cbe368d0a699978050d3b112d7f1d440a41e90faa325557fd \
-    --hash=sha256:0f401c369186a5743694dd9fc08cba66cf70908757552e1f714bfc5219c655b5 \
-    --hash=sha256:0f4f69d7a4300fbf91efb1fb4916421bd57804c01ab938ab50ac9c4aa2212f03 \
-    --hash=sha256:13bbc4846ae4c993f07c93feb21a24d8ec637573d567a924b1001e81c8ae80f9 \
-    --hash=sha256:14f028eb47f59e9169bfdf9f7ceafd29dd64902141840633683d0bad5b04ff34 \
-    --hash=sha256:183f5e221ba3e283cd36fdfbe311d95cd87699a083330b4f792543987167eff1 \
-    --hash=sha256:184f0d7b342967f6cda94a07d0e1fae177d11d0b8f17d73e06e36ac02889f303 \
-    --hash=sha256:19c990fdf5acecbf0623e906ae2e09ce1c58947197f9bced6bbd7482662231c4 \
-    --hash=sha256:203f581accef67300a942e49a37d74c12ceeef4514874c7cede21b012613ca2c \
-    --hash=sha256:20e222a44ae9f507d0f2678ee3dd0c45ec1e930f6875d99b8459631c24058aec \
-    --hash=sha256:249ab91ceaa6b41abc5f19513cb95b45c6f956f6b89f1fe3d99c81255a849f9e \
-    --hash=sha256:27bac29bbbf39601b2aab474daf99dbc8e7176ca3389237a23944b17f8913d97 \
-    --hash=sha256:2cff9bdd6c7b906cc562a505c04a57d92e82d37200027e8d362518df427f96cd \
-    --hash=sha256:2fe6e18e5c8581f0361b35ae575043c7029d0a92cb3429e6e596c2cdde251432 \
-    --hash=sha256:3001013dae10f806380ba739d40dee11db1ecb91684febb8406a87c2ded23dae \
-    --hash=sha256:32196b5a99821476537b3f7732432d64d93a58d680a52c5e12a190ee0135d8b5 \
-    --hash=sha256:341d8acb6724c0c17bdf714319c393bb27f6d23d39bc74f94221b3e59fc31828 \
-    --hash=sha256:3841f66c1ffdc6cebce8aed64e36db71466f1dc23c0d9a5592e2a782a3042c79 \
-    --hash=sha256:4045e2fc4b37ec4b48e8907a5819bdd3380708c139d7cc358f03a3653abedb89 \
-    --hash=sha256:42894616da0fc0dcb2ec08a77896c3f56e9cb2f4b66acd76fc8992c3557ceb1c \
-    --hash=sha256:443d239d02d9ae55b74015234f2cd8eb09e59fbba30bf60baeb3123ad4c6d5ff \
-    --hash=sha256:4bc262ace5a1a7dc3e2eac2fa97b8257ae795389f688b5adf22c5db1e2431c43 \
-    --hash=sha256:5355527adaa713ab693cbce7c1e0ec71682f599f61b128cf19d07e5c13c9b1f1 \
-    --hash=sha256:5b3a5c8089eed498a3af23ce87a80805ff98f6ef8f7bdb70bd1b7dae5105f6ac \
-    --hash=sha256:5fa01b3d5e3b7d97efab65bd3d88f164e289ec323a8c033c5c38e53ee25c007e \
-    --hash=sha256:6168af0be75bba990a39f9431cdfae5f0ad501f4af32ae62e8856307200517b8 \
-    --hash=sha256:64f689ab822f9b5eb6dfc69893b4b9366db1d2420f7db1f6a2adf2a9ca15ad64 \
-    --hash=sha256:6b96b0b784fe5fd03beffff2b1533dc0d85e92bab8d1b2c24ef3a5dc8fac5669 \
-    --hash=sha256:6c135708e987f46053e0a1246a206f53717f9fadfba27174a9769ad4befba5c3 \
-    --hash=sha256:6c27a7054b5224710fcfb1a626ec3ff4f28bcb89b899148c72873b18210e446b \
-    --hash=sha256:6de6a7f622860af0146cb9ee148682ff4d0cea0b8fd3ad51ce4d40efb2f061d0 \
-    --hash=sha256:7451ede3560086abe1aa27dcdcf55cd15c96b56f543fb12e5826eee6f721f858 \
-    --hash=sha256:7873b65686a6471c0037139aa000d23fe94628e0daaa27b6e40607c90e3f5ec4 \
-    --hash=sha256:7e57906e38583a2cba67046a09c2637e23297618dc1f3caddbc493f2be97c93f \
-    --hash=sha256:86aca1616922b40d8ac1b3073a1ead4255a2f13405e5700c01f7c8d29a03972d \
-    --hash=sha256:8a06aa1197ec0281eb1d7daf6073e199eb832fe591ffa329b88bae28f25f5fe5 \
-    --hash=sha256:8a1dca5507fa1337f75dcd5070218b20bc68cf8844271c923c1b79dfcbc20391 \
-    --hash=sha256:8b23cf252f180cda89220b378d917180f29d313cd6a07b2431c0d3b776aae86f \
-    --hash=sha256:8d0e09cf4863c74106b5265c2c310f36146e2b445ff7b3018a56799f28f39f6f \
-    --hash=sha256:90fb790138c1a89a2e58c9282fe1089638401f2f3b8dddd758499041bc6e0774 \
-    --hash=sha256:92f3b3ec3e6008a1fe00b7c0946a170f161ac00645cde35e3c9a68c2475e8156 \
-    --hash=sha256:9d0f92b78cfc3b74a42239fdd8c1266f4715b573204c234d2f9fc3fc7a24f185 \
-    --hash=sha256:9da162b718b12c4219eeeeb68a5b7552fbc7aadedf2efee440f88b9c0e54b45d \
-    --hash=sha256:a00c91104c173c9043bc46f7b30ee5e6d2f6b1149f11f545580f5d6fdff42c0b \
-    --hash=sha256:a029be818059870664157194e46ce0e995082ac49926f1423c1f058534d2aaa9 \
-    --hash=sha256:a1b3db5fae5cbce2131b7420a3f83553d4d89514c03d67804ced36161fe8b6b2 \
-    --hash=sha256:aa0bf113d15e8abdfee92aa4db86761b709a09954083afcb5bf0f952d6065fdb \
-    --hash=sha256:ab47fe727c13c09d0e6f508e3a49e545008e23bf762a245b020391b621f5b726 \
-    --hash=sha256:b1fef1f13c842a39a03409e30ca0bf87b39a1e2a305a9924deadb75a43105d23 \
-    --hash=sha256:b4c4fbbcff474e1e5f38be1bf04511c03d492d42eec0babda5d03af3b5589374 \
-    --hash=sha256:b8a7acf04fda1f30f1007f3cc96d29d8cf0a53e626e4e1655fdf4eabc082d367 \
-    --hash=sha256:be0744661afbc4099fef7f4e604e7f1ea1be1dd7284f357924af12a705cc7d5c \
-    --hash=sha256:c9ce7a9e967afc0a2af7caa0d15a3e9c1054815f73d6a8cb9225b61921b419bd \
-    --hash=sha256:ce4ed8e0c7dbc5b19352b9c2c6131dd23b95fa8698b5cdd076307a33626b72dc \
-    --hash=sha256:ce96ab0bdfcef1b8c371ada2100767ace6804ea35aacce0aef3aeb4f3f499ca8 \
-    --hash=sha256:cf824aceaeffff029ccfba0da637d432ca71ab21f13e7f6f5179cd88ebc77a8a \
-    --hash=sha256:d2f184336bc1d6abfaaa1262ed42739c3789b1e3a65a29916a615307d22ffd2e \
-    --hash=sha256:d3c622c39f04d5751408f5b801ecb527e6e0a471b367f420a877f7a660d583f6 \
-    --hash=sha256:d93ebdb82363d2e7bec64eecdc3632b59e84bd270d74fe5be1659f7787052f9b \
-    --hash=sha256:db8a6313dbac934193fc17fe7610f70cd8181c542a91382531bef5ed785e5615 \
-    --hash=sha256:dc79d192fb76fc0c84f2c58672c17bbbc383fd26c3cdc29daae16ce3d927e8b2 \
-    --hash=sha256:e14aab02258cb776a108107bd15f5b5e4a1bbaa61ef33b36693dfab6f89d54f9 \
-    --hash=sha256:e36c80c49853b3ffda7aa1831bf175c13356b210c73128c861f3aa93c3cc4015 \
-    --hash=sha256:eb91d252b35004a84670dfeafadb042528b19842a0080d8b53e5ec1128e8f433 \
-    --hash=sha256:f3cd110e02c5bf17d8fb562f6c9df5c20e73029d587cf8602a2da6c5ef1e32cb \
-    --hash=sha256:f7a37dd208f0d658e0487522078b1ed68cd6bce20ef4b5a915d2809b9094b410 \
-    --hash=sha256:fc327f4497b7087d06204235199daf208fd01c82d80465dc5efa4ec9df1c5b4e \
-    --hash=sha256:fcc01c57ce6e70b728af02b2401c5bc853a9e14eb07deda30624374f0aebfe42 \
-    --hash=sha256:fde355b02934cc6b07200cc3b27ab0c15870a757d1a72fd401aa92e2ea3c6bfe
-    # via
-    #   jsonschema
-    #   referencing
-scikit-learn==1.6.1 \
-    --hash=sha256:0650e730afb87402baa88afbf31c07b84c98272622aaba002559b614600ca691 \
-    --hash=sha256:1061b7c028a8663fb9a1a1baf9317b64a257fcb036dae5c8752b2abef31d136f \
-    --hash=sha256:2c2cae262064e6a9b77eee1c8e768fc46aa0b8338c6a8297b9b6759720ec0ff2 \
-    --hash=sha256:2e69fab4ebfc9c9b580a7a80111b43d214ab06250f8a7ef590a4edf72464dd86 \
-    --hash=sha256:2ffa1e9e25b3d93990e74a4be2c2fc61ee5af85811562f1288d5d055880c4322 \
-    --hash=sha256:3f59fe08dc03ea158605170eb52b22a105f238a5d512c4470ddeca71feae8e5f \
-    --hash=sha256:6a7aa5f9908f0f28f4edaa6963c0a6183f1911e63a69aa03782f0d924c830a35 \
-    --hash=sha256:70b1d7e85b1c96383f872a519b3375f92f14731e279a7b4c6cfd650cf5dffc52 \
-    --hash=sha256:7a1c43c8ec9fde528d664d947dc4c0789be4077a3647f232869f41d9bf50e0fb \
-    --hash=sha256:926f207c804104677af4857b2c609940b743d04c4c35ce0ddc8ff4f053cddc1b \
-    --hash=sha256:a17c1dea1d56dcda2fac315712f3651a1fea86565b64b48fa1bc090249cbf236 \
-    --hash=sha256:b4fc2525eca2c69a59260f583c56a7557c6ccdf8deafdba6e060f94c1c59738e \
-    --hash=sha256:c06beb2e839ecc641366000ca84f3cf6fa9faa1777e29cf0c04be6e4d096a348 \
-    --hash=sha256:dc5cf3d68c5a20ad6d571584c0750ec641cc46aeef1c1507be51300e6003a7e1 \
-    --hash=sha256:e8ca8cb270fee8f1f76fa9bfd5c3507d60c6438bbee5687f81042e2bb98e5a97
-    # via certcc-ssvc
-scipy==1.16.1 \
-    --hash=sha256:0851f6a1e537fe9399f35986897e395a1aa61c574b178c0d456be5b1a0f5ca1f \
-    --hash=sha256:15240c3aac087a522b4eaedb09f0ad061753c5eebf1ea430859e5bf8640d5919 \
-    --hash=sha256:21a611ced9275cb861bacadbada0b8c0623bc00b05b09eb97f23b370fc2ae56d \
-    --hash=sha256:2ef500e72f9623a6735769e4b93e9dcb158d40752cdbb077f305487e3e2d1f45 \
-    --hash=sha256:30cc4bb81c41831ecfd6dc450baf48ffd80ef5aed0f5cf3ea775740e80f16ecc \
-    --hash=sha256:367d567ee9fc1e9e2047d31f39d9d6a7a04e0710c86e701e053f237d14a9b4f6 \
-    --hash=sha256:3d0b80fb26d3e13a794c71d4b837e2a589d839fd574a6bbb4ee1288c213ad4a3 \
-    --hash=sha256:3ddfb1e8d0b540cb4ee9c53fc3dea3186f97711248fb94b4142a1b27178d8b4b \
-    --hash=sha256:3ea0733a2ff73fd6fdc5fecca54ee9b459f4d74f00b99aced7d9a3adb43fb1cc \
-    --hash=sha256:44c76f9e8b6e8e488a586190ab38016e4ed2f8a038af7cd3defa903c0a2238b3 \
-    --hash=sha256:4cf5785e44e19dcd32a0e4807555e1e9a9b8d475c6afff3d21c3c543a6aa84f4 \
-    --hash=sha256:4dc0e7be79e95d8ba3435d193e0d8ce372f47f774cffd882f88ea4e1e1ddc731 \
-    --hash=sha256:5451606823a5e73dfa621a89948096c6528e2896e40b39248295d3a0138d594f \
-    --hash=sha256:57d75524cb1c5a374958a2eae3d84e1929bb971204cc9d52213fb8589183fc19 \
-    --hash=sha256:5aa2687b9935da3ed89c5dbed5234576589dd28d0bf7cd237501ccfbdf1ad608 \
-    --hash=sha256:5e1a106f8c023d57a2a903e771228bf5c5b27b5d692088f457acacd3b54511e4 \
-    --hash=sha256:65f81a25805f3659b48126b5053d9e823d3215e4a63730b5e1671852a1705921 \
-    --hash=sha256:6c62eea7f607f122069b9bad3f99489ddca1a5173bef8a0c75555d7488b6f725 \
-    --hash=sha256:709559a1db68a9abc3b2c8672c4badf1614f3b440b3ab326d86a5c0491eafae3 \
-    --hash=sha256:744d977daa4becb9fc59135e75c069f8d301a87d64f88f1e602a9ecf51e77b27 \
-    --hash=sha256:796a5a9ad36fa3a782375db8f4241ab02a091308eb079746bc0f874c9b998318 \
-    --hash=sha256:81929ed0fa7a5713fcdd8b2e6f73697d3b4c4816d090dd34ff937c20fa90e8ab \
-    --hash=sha256:81b433bbeaf35728dad619afc002db9b189e45eebe2cd676effe1fb93fef2b9c \
-    --hash=sha256:8503517c44c18d1030d666cb70aaac1cc8913608816e06742498833b128488b7 \
-    --hash=sha256:85764fb15a2ad994e708258bb4ed8290d1305c62a4e1ef07c414356a24fcfbf8 \
-    --hash=sha256:886cc81fdb4c6903a3bb0464047c25a6d1016fef77bb97949817d0c0d79f9e04 \
-    --hash=sha256:89728678c5ca5abd610aee148c199ac1afb16e19844401ca97d43dc548a354eb \
-    --hash=sha256:8dfbb25dffc4c3dd9371d8ab456ca81beeaf6f9e1c2119f179392f0dc1ab7695 \
-    --hash=sha256:978d8311674b05a8f7ff2ea6c6bce5d8b45a0cb09d4c5793e0318f448613ea65 \
-    --hash=sha256:bcc12db731858abda693cecdb3bdc9e6d4bd200213f49d224fe22df82687bdd6 \
-    --hash=sha256:c0c804d60492a0aad7f5b2bb1862f4548b990049e27e828391ff2bf6f7199998 \
-    --hash=sha256:c24fa02f7ed23ae514460a22c57eca8f530dbfa50b1cfdbf4f37c05b5309cc39 \
-    --hash=sha256:ca66d980469cb623b1759bdd6e9fd97d4e33a9fad5b33771ced24d0cb24df67e \
-    --hash=sha256:cc1d2f2fd48ba1e0620554fe5bc44d3e8f5d4185c8c109c7fbdf5af2792cfad2 \
-    --hash=sha256:d8da7c3dd67bcd93f15618938f43ed0995982eb38973023d46d4646c4283ad65 \
-    --hash=sha256:dc54f76ac18073bcecffb98d93f03ed6b81a92ef91b5d3b135dcc81d55a724c7 \
-    --hash=sha256:e756d688cb03fd07de0fffad475649b03cb89bee696c98ce508b17c11a03f95c \
-    --hash=sha256:e7cc1ffcc230f568549fc56670bcf3df1884c30bd652c5da8138199c8c76dae0 \
-    --hash=sha256:e8fd15fc5085ab4cca74cb91fe0a4263b1f32e4420761ddae531ad60934c2119 \
-    --hash=sha256:f006e323874ffd0b0b816d8c6a8e7f9a73d55ab3b8c3f72b752b226d0e3ac83d \
-    --hash=sha256:f0ebb7204f063fad87fc0a0e4ff4a2ff40b2a226e4ba1b7e34bf4b79bf97cd86 \
-    --hash=sha256:f1b9e5962656f2734c2b285a8745358ecb4e4efbadd00208c80a389227ec61ff \
-    --hash=sha256:f23634f9e5adb51b2a77766dac217063e764337fbc816aa8ad9aaebcd4397fd3 \
-    --hash=sha256:f7b8013c6c066609577d910d1a2a077021727af07b6fab0ee22c2f901f22352a \
-    --hash=sha256:f965bbf3235b01c776115ab18f092a95aa74c271a52577bcb0563e85738fd618 \
-    --hash=sha256:fedc2cbd1baed37474b1924c331b97bdff611d762c196fac1a9b71e67b813b1b
-    # via
-    #   certcc-ssvc
-    #   scikit-learn
-semver==3.0.4 \
-    --hash=sha256:9c824d87ba7f7ab4a1890799cec8596f15c1241cb473404ea1cb0c55e4b04746 \
-    --hash=sha256:afc7d8c584a5ed0a11033af086e8af226a9c0b206f313e0301f8dd7b6b589602
-    # via certcc-ssvc
-sentry-sdk==2.35.0 \
-    --hash=sha256:5ea58d352779ce45d17bc2fa71ec7185205295b83a9dbb5707273deb64720092 \
-    --hash=sha256:6e0c29b9a5d34de8575ffb04d289a987ff3053cf2c98ede445bea995e3830263
-    # via fastapi-cloud-cli
-setuptools==80.9.0 \
-    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922 \
-    --hash=sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c
-    # via mkdocs-bibtex
-shellingham==1.5.4 \
-    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
-    --hash=sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de
-    # via typer
-six==1.17.0 \
-    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
-    --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
-    # via python-dateutil
-sniffio==1.3.1 \
-    --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2 \
-    --hash=sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc
-    # via anyio
-soupsieve==2.7 \
-    --hash=sha256:6e60cc5c1ffaf1cebcc12e8188320b72071e922c2e897f737cadce79ad5d30c4 \
-    --hash=sha256:ad282f9b6926286d2ead4750552c8a6142bc4c783fd66b0293547c8fe6ae126a
-    # via beautifulsoup4
-starlette==0.47.2 \
-    --hash=sha256:6ae9aa5db235e4846decc1e7b79c4f346adf41e9777aebeb49dfd09bbd7023d8 \
-    --hash=sha256:c5847e96134e5c5371ee9fac6fdf1a67336d5815e09eb2a01fdb57a351ef915b
-    # via fastapi
-tabulate==0.9.0 \
-    --hash=sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c \
-    --hash=sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f
-    # via mkdocs-table-reader-plugin
-thefuzz==0.22.1 \
-    --hash=sha256:59729b33556850b90e1093c4cf9e618af6f2e4c985df193fdf3c5b5cf02ca481 \
-    --hash=sha256:7138039a7ecf540da323792d8592ef9902b1d79eb78c147d4f20664de79f3680
-    # via certcc-ssvc
-threadpoolctl==3.6.0 \
-    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb \
-    --hash=sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e
-    # via scikit-learn
-typer==0.16.1 \
-    --hash=sha256:90ee01cb02d9b8395ae21ee3368421faf21fa138cb2a541ed369c08cec5237c9 \
-    --hash=sha256:d358c65a464a7a90f338e3bb7ff0c74ac081449e53884b12ba658cbd72990614
-    # via
-    #   fastapi-cli
-    #   fastapi-cloud-cli
-typing-extensions==4.14.1 \
-    --hash=sha256:38b39f4aeeab64884ce9f74c94263ef78f3c22467c8724005483154c26648d36 \
-    --hash=sha256:d1e1e3b58374dc93031d6eda2420a48ea44a36c2b4766a4fdeb3710755731d76
-    # via
-    #   anyio
-    #   beautifulsoup4
-    #   fastapi
-    #   pydantic
-    #   pydantic-core
-    #   pydantic-extra-types
-    #   referencing
-    #   rich-toolkit
-    #   starlette
-    #   typer
-    #   typing-inspection
-typing-inspection==0.4.1 \
-    --hash=sha256:389055682238f53b04f7badcb49b989835495a96700ced5dab2d8feae4b26f51 \
-    --hash=sha256:6ae134cc0203c33377d43188d4064e9b357dba58cff3185f22924610e70a9d28
-    # via
-    #   pydantic
-    #   pydantic-settings
-tzdata==2025.2 \
-    --hash=sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8 \
-    --hash=sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9
-    # via pandas
-ujson==5.10.0 \
-    --hash=sha256:2a890b706b64e0065f02577bf6d8ca3b66c11a5e81fb75d757233a38c07a1f20 \
-    --hash=sha256:38665e7d8290188b1e0d57d584eb8110951a9591363316dd41cf8686ab1d0abc \
-    --hash=sha256:38d5d36b4aedfe81dfe251f76c0467399d575d1395a1755de391e58985ab1c2e \
-    --hash=sha256:4573fd1695932d4f619928fd09d5d03d917274381649ade4328091ceca175539 \
-    --hash=sha256:4c4fc16f11ac1612f05b6f5781b384716719547e142cfd67b65d035bd85af165 \
-    --hash=sha256:59e02cd37bc7c44d587a0ba45347cc815fb7a5fe48de16bf05caa5f7d0d2e816 \
-    --hash=sha256:604a046d966457b6cdcacc5aa2ec5314f0e8c42bae52842c1e6fa02ea4bda42e \
-    --hash=sha256:618efd84dc1acbd6bff8eaa736bb6c074bfa8b8a98f55b61c38d4ca2c1f7f287 \
-    --hash=sha256:621e34b4632c740ecb491efc7f1fcb4f74b48ddb55e65221995e74e2d00bbff0 \
-    --hash=sha256:6627029ae4f52d0e1a2451768c2c37c0c814ffc04f796eb36244cf16b8e57043 \
-    --hash=sha256:67079b1f9fb29ed9a2914acf4ef6c02844b3153913eb735d4bf287ee1db6e557 \
-    --hash=sha256:6dea1c8b4fc921bf78a8ff00bbd2bfe166345f5536c510671bccececb187c80e \
-    --hash=sha256:6e32abdce572e3a8c3d02c886c704a38a1b015a1fb858004e03d20ca7cecbb21 \
-    --hash=sha256:98ba15d8cbc481ce55695beee9f063189dce91a4b08bc1d03e7f0152cd4bbdd5 \
-    --hash=sha256:a65b6af4d903103ee7b6f4f5b85f1bfd0c90ba4eeac6421aae436c9988aa64a2 \
-    --hash=sha256:a9d2edbf1556e4f56e50fab7d8ff993dbad7f54bac68eacdd27a8f55f433578e \
-    --hash=sha256:b3cd8f3c5d8c7738257f1018880444f7b7d9b66232c64649f562d7ba86ad4bc1 \
-    --hash=sha256:b9500e61fce0cfc86168b248104e954fead61f9be213087153d272e817ec7b4f \
-    --hash=sha256:d7d0e0ceeb8fe2468c70ec0c37b439dd554e2aa539a8a56365fd761edb418988 \
-    --hash=sha256:f3caf9cd64abfeb11a3b661329085c5e167abbe15256b3b68cb5d914ba7396f3 \
-    --hash=sha256:f8ccb77b3e40b151e20519c6ae6d89bfe3f4c14e8e210d910287f778368bb3d1
-    # via fastapi
-urllib3==2.5.0 \
-    --hash=sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760 \
-    --hash=sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc
-    # via
-    #   requests
-    #   responses
-    #   sentry-sdk
-uvicorn==0.35.0 \
-    --hash=sha256:197535216b25ff9b785e29a0b79199f55222193d47f820816e7da751e9bc8d4a \
-    --hash=sha256:bc662f087f7cf2ce11a1d7fd70b90c9f98ef2e2831556dd078d131b96cc94a01
-    # via
-    #   fastapi
-    #   fastapi-cli
-    #   fastapi-cloud-cli
-uvloop==0.21.0 ; platform_python_implementation != 'PyPy' and sys_platform != 'cygwin' and sys_platform != 'win32' \
-    --hash=sha256:183aef7c8730e54c9a3ee3227464daed66e37ba13040bb3f350bc2ddc040f22f \
-    --hash=sha256:359ec2c888397b9e592a889c4d72ba3d6befba8b2bb01743f72fffbde663b59c \
-    --hash=sha256:3bf12b0fda68447806a7ad847bfa591613177275d35b6724b1ee573faa3704e3 \
-    --hash=sha256:461d9ae6660fbbafedd07559c6a2e57cd553b34b0065b6550685f6653a98c1cb \
-    --hash=sha256:5ee4d4ef48036ff6e5cfffb09dd192c7a5027153948d85b8da7ff705065bacc6 \
-    --hash=sha256:787ae31ad8a2856fc4e7c095341cccc7209bd657d0e71ad0dc2ea83c4a6fa8af \
-    --hash=sha256:86975dca1c773a2c9864f4c52c5a55631038e387b47eaf56210f873887b6c8dc \
-    --hash=sha256:a5c39f217ab3c663dc699c04cbd50c13813e31d917642d459fdcec07555cc553 \
-    --hash=sha256:baa4dcdbd9ae0a372f2167a207cd98c9f9a1ea1188a8a526431eef2f8116cc8d \
-    --hash=sha256:bd53ecc9a0f3d87ab847503c2e1552b690362e005ab54e8a48ba97da3924c0dc \
-    --hash=sha256:bfd55dfcc2a512316e65f16e503e9e450cab148ef11df4e4e679b5e8253a5281 \
-    --hash=sha256:f3df876acd7ec037a3d005b3ab85a7e4110422e4d9c1571d4fc89b0fc41b6816 \
-    --hash=sha256:f7089d2dc73179ce5ac255bdf37c236a9f914b264825fdaacaded6990a7fb4c2
-    # via uvicorn
-validators==0.35.0 \
-    --hash=sha256:992d6c48a4e77c81f1b4daba10d16c3a9bb0dbb79b3a19ea847ff0928e70497a \
-    --hash=sha256:e8c947097eae7892cb3d26868d637f79f47b4a0554bc6b80065dfe5aac3705dd
-    # via mkdocs-bibtex
-watchdog==6.0.0 \
-    --hash=sha256:07df1fdd701c5d4c8e55ef6cf55b8f0120fe1aef7ef39a1c6fc6bc2e606d517a \
-    --hash=sha256:20ffe5b202af80ab4266dcd3e91aae72bf2da48c0d33bdb15c66658e685e94e2 \
-    --hash=sha256:212ac9b8bf1161dc91bd09c048048a95ca3a4c4f5e5d4a7d1b1a7d5752a7f96f \
-    --hash=sha256:2cce7cfc2008eb51feb6aab51251fd79b85d9894e98ba847408f662b3395ca3c \
-    --hash=sha256:490ab2ef84f11129844c23fb14ecf30ef3d8a6abafd3754a6f75ca1e6654136c \
-    --hash=sha256:6f10cb2d5902447c7d0da897e2c6768bca89174d0c6e1e30abec5421af97a5b0 \
-    --hash=sha256:7607498efa04a3542ae3e05e64da8202e58159aa1fa4acddf7678d34a35d4f13 \
-    --hash=sha256:76aae96b00ae814b181bb25b1b98076d5fc84e8a53cd8885a318b42b6d3a5134 \
-    --hash=sha256:82dc3e3143c7e38ec49d61af98d6558288c415eac98486a5c581726e0737c00e \
-    --hash=sha256:9041567ee8953024c83343288ccc458fd0a2d811d6a0fd68c4c22609e3490379 \
-    --hash=sha256:9ddf7c82fda3ae8e24decda1338ede66e1c99883db93711d8fb941eaa2d8c282 \
-    --hash=sha256:a175f755fc2279e0b7312c0035d52e27211a5bc39719dd529625b1930917345b \
-    --hash=sha256:a1914259fa9e1454315171103c6a30961236f508b9b623eae470268bbcc6a22f \
-    --hash=sha256:bdd4e6f14b8b18c334febb9c4425a878a2ac20efd1e0b231978e7b150f92a948 \
-    --hash=sha256:c7c15dda13c4eb00d6fb6fc508b3c0ed88b9d5d374056b239c4ad1611125c860 \
-    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680 \
-    --hash=sha256:e3df4cbb9a450c6d49318f6d14f4bbc80d763fa587ba46ec86f99f9e6876bb26
-    # via mkdocs
-watchfiles==1.1.0 \
-    --hash=sha256:0a7d40b77f07be87c6faa93d0951a0fcd8cbca1ddff60a1b65d741bac6f3a9f6 \
-    --hash=sha256:12b0a02a91762c08f7264e2e79542f76870c3040bbc847fb67410ab81474932a \
-    --hash=sha256:12fe8eaffaf0faa7906895b4f8bb88264035b3f0243275e0bf24af0436b27259 \
-    --hash=sha256:130fc497b8ee68dce163e4254d9b0356411d1490e868bd8790028bc46c5cc297 \
-    --hash=sha256:17ab167cca6339c2b830b744eaf10803d2a5b6683be4d79d8475d88b4a8a4be1 \
-    --hash=sha256:20ecc8abbd957046f1fe9562757903f5eaf57c3bce70929fda6c7711bb58074a \
-    --hash=sha256:239736577e848678e13b201bba14e89718f5c2133dfd6b1f7846fa1b58a8532b \
-    --hash=sha256:249590eb75ccc117f488e2fabd1bfa33c580e24b96f00658ad88e38844a040bb \
-    --hash=sha256:29e7bc2eee15cbb339c68445959108803dc14ee0c7b4eea556400131a8de462b \
-    --hash=sha256:328dbc9bff7205c215a7807da7c18dce37da7da718e798356212d22696404339 \
-    --hash=sha256:32d6d4e583593cb8576e129879ea0991660b935177c0f93c6681359b3654bfa9 \
-    --hash=sha256:3434e401f3ce0ed6b42569128b3d1e3af773d7ec18751b918b89cd49c14eaafb \
-    --hash=sha256:37d3d3f7defb13f62ece99e9be912afe9dd8a0077b7c45ee5a57c74811d581a4 \
-    --hash=sha256:4281cd9fce9fc0a9dbf0fc1217f39bf9cf2b4d315d9626ef1d4e87b84699e7e8 \
-    --hash=sha256:5007f860c7f1f8df471e4e04aaa8c43673429047d63205d1630880f7637bca30 \
-    --hash=sha256:50a51a90610d0845a5931a780d8e51d7bd7f309ebc25132ba975aca016b576a0 \
-    --hash=sha256:5366164391873ed76bfdf618818c82084c9db7fac82b64a20c44d335eec9ced5 \
-    --hash=sha256:60022527e71d1d1fda67a33150ee42869042bce3d0fcc9cc49be009a9cded3fb \
-    --hash=sha256:62cc7a30eeb0e20ecc5f4bd113cd69dcdb745a07c68c0370cea919f373f65d9e \
-    --hash=sha256:693ed7ec72cbfcee399e92c895362b6e66d63dac6b91e2c11ae03d10d503e575 \
-    --hash=sha256:6d2404af8db1329f9a3c9b79ff63e0ae7131986446901582067d9304ae8aaf7f \
-    --hash=sha256:7080c4bb3efd70a07b1cc2df99a7aa51d98685be56be6038c3169199d0a1c69f \
-    --hash=sha256:7fd1b3879a578a8ec2076c7961076df540b9af317123f84569f5a9ddee64ce92 \
-    --hash=sha256:80f811146831c8c86ab17b640801c25dc0a88c630e855e2bef3568f30434d52b \
-    --hash=sha256:891c69e027748b4a73847335d208e374ce54ca3c335907d381fde4e41661b13b \
-    --hash=sha256:8ac164e20d17cc285f2b94dc31c384bc3aa3dd5e7490473b3db043dd70fbccfd \
-    --hash=sha256:8c5701dc474b041e2934a26d31d39f90fac8a3dee2322b39f7729867f932b1d4 \
-    --hash=sha256:95ab1594377effac17110e1352989bdd7bdfca9ff0e5eeccd8c69c5389b826d0 \
-    --hash=sha256:9974d2f7dc561cce3bb88dfa8eb309dab64c729de85fba32e98d75cf24b66297 \
-    --hash=sha256:9c733cda03b6d636b4219625a4acb5c6ffb10803338e437fb614fef9516825ef \
-    --hash=sha256:9dc001c3e10de4725c749d4c2f2bdc6ae24de5a88a339c4bce32300a31ede179 \
-    --hash=sha256:a543492513a93b001975ae283a51f4b67973662a375a403ae82f420d2c7205ee \
-    --hash=sha256:a8f6f72974a19efead54195bc9bed4d850fc047bb7aa971268fd9a8387c89011 \
-    --hash=sha256:a9ccbf1f129480ed3044f540c0fdbc4ee556f7175e5ab40fe077ff6baf286d4e \
-    --hash=sha256:adb4167043d3a78280d5d05ce0ba22055c266cf8655ce942f2fb881262ff3cdf \
-    --hash=sha256:af06c863f152005c7592df1d6a7009c836a247c9d8adb78fef8575a5a98699db \
-    --hash=sha256:b067915e3c3936966a8607f6fe5487df0c9c4afb85226613b520890049deea20 \
-    --hash=sha256:ba0e3255b0396cac3cc7bbace76404dd72b5438bf0d8e7cefa2f79a7f3649caa \
-    --hash=sha256:bfe3c517c283e484843cb2e357dd57ba009cff351edf45fb455b5fbd1f45b15f \
-    --hash=sha256:c68e9f1fcb4d43798ad8814c4c1b61547b014b667216cb754e606bfade587018 \
-    --hash=sha256:cbcf8630ef4afb05dc30107bfa17f16c0896bb30ee48fc24bf64c1f970f3b1fd \
-    --hash=sha256:cbd949bdd87567b0ad183d7676feb98136cde5bb9025403794a4c0db28ed3a47 \
-    --hash=sha256:cc08ef8b90d78bfac66f0def80240b0197008e4852c9f285907377b2947ffdcb \
-    --hash=sha256:d05686b5487cfa2e2c28ff1aa370ea3e6c5accfe6435944ddea1e10d93872147 \
-    --hash=sha256:d0e10e6f8f6dc5762adee7dece33b722282e1f59aa6a55da5d493a97282fedd8 \
-    --hash=sha256:d181ef50923c29cf0450c3cd47e2f0557b62218c50b2ab8ce2ecaa02bd97e670 \
-    --hash=sha256:d9481174d3ed982e269c090f780122fb59cee6c3796f74efe74e70f7780ed94c \
-    --hash=sha256:d9ba68ec283153dead62cbe81872d28e053745f12335d037de9cbd14bd1877f5 \
-    --hash=sha256:dc44678a72ac0910bac46fa6a0de6af9ba1355669b3dfaf1ce5f05ca7a74364e \
-    --hash=sha256:e78b6ed8165996013165eeabd875c5dfc19d41b54f94b40e9fff0eb3193e5e8e \
-    --hash=sha256:eff4b8d89f444f7e49136dc695599a591ff769300734446c0a86cba2eb2f9895 \
-    --hash=sha256:f21af781a4a6fbad54f03c598ab620e3a77032c5878f3d780448421a6e1818c7 \
-    --hash=sha256:f2f0498b7d2a3c072766dba3274fe22a183dbea1f99d188f1c6c72209a1063dc \
-    --hash=sha256:f7208ab6e009c627b7557ce55c465c98967e8caa8b11833531fdf95799372633 \
-    --hash=sha256:f7590d5a455321e53857892ab8879dce62d1f4b04748769f5adf2e707afb9d4f \
-    --hash=sha256:fa257a4d0d21fcbca5b5fcba9dca5a78011cb93c0323fb8855c6d2dfbc76eb77 \
-    --hash=sha256:fba9b62da882c1be1280a7584ec4515d0a6006a94d6e5819730ec2eab60ffe12
-    # via uvicorn
-wcmatch==10.1 \
-    --hash=sha256:5848ace7dbb0476e5e55ab63c6bbd529745089343427caa5537f230cc01beb8a \
-    --hash=sha256:f11f94208c8c8484a16f4f48638a85d771d9513f4ab3f37595978801cb9465af
-    # via mkdocs-include-markdown-plugin
-websockets==15.0.1 \
-    --hash=sha256:0701bc3cfcb9164d04a14b149fd74be7347a530ad3bbf15ab2c678a2cd3dd9a2 \
-    --hash=sha256:0af68c55afbd5f07986df82831c7bff04846928ea8d1fd7f30052638788bc9b5 \
-    --hash=sha256:0f3c1e2ab208db911594ae5b4f79addeb3501604a165019dd221c0bdcabe4db8 \
-    --hash=sha256:229cf1d3ca6c1804400b0a9790dc66528e08a6a1feec0d5040e8b9eb14422375 \
-    --hash=sha256:3be571a8b5afed347da347bfcf27ba12b069d9d7f42cb8c7028b5e98bbb12597 \
-    --hash=sha256:3c714d2fc58b5ca3e285461a4cc0c9a66bd0e24c5da9911e30158286c9b5be7f \
-    --hash=sha256:3e90baa811a5d73f3ca0bcbf32064d663ed81318ab225ee4f427ad4e26e5aff3 \
-    --hash=sha256:558d023b3df0bffe50a04e710bc87742de35060580a293c2a984299ed83bc4e4 \
-    --hash=sha256:592f1a9fe869c778694f0aa806ba0374e97648ab57936f092fd9d87f8bc03665 \
-    --hash=sha256:595b6c3969023ecf9041b2936ac3827e4623bfa3ccf007575f04c5a6aa318c22 \
-    --hash=sha256:5a939de6b7b4e18ca683218320fc67ea886038265fd1ed30173f5ce3f8e85675 \
-    --hash=sha256:5d54b09eba2bada6011aea5375542a157637b91029687eb4fdb2dab11059c1b4 \
-    --hash=sha256:64dee438fed052b52e4f98f76c5790513235efaa1ef7f3f2192c392cd7c91b65 \
-    --hash=sha256:746ee8dba912cd6fc889a8147168991d50ed70447bf18bcda7039f7d2e3d9151 \
-    --hash=sha256:756c56e867a90fb00177d530dca4b097dd753cde348448a1012ed6c5131f8b7d \
-    --hash=sha256:82544de02076bafba038ce055ee6412d68da13ab47f0c60cab827346de828dee \
-    --hash=sha256:ba9e56e8ceeeedb2e080147ba85ffcd5cd0711b89576b83784d8605a7df455fa \
-    --hash=sha256:c338ffa0520bdb12fbc527265235639fb76e7bc7faafbb93f6ba80d9c06578a9 \
-    --hash=sha256:d5f6b181bb38171a8ad1d6aa58a67a6aa9d4b38d0f8c5f496b9e42561dfc62fe \
-    --hash=sha256:e09473f095a819042ecb2ab9465aee615bd9c2028e4ef7d933600a8401c79561 \
-    --hash=sha256:e8b56bdcdb4505c8078cb6c7157d9811a85790f2f2b3632c7d1462ab5783d215 \
-    --hash=sha256:ee443ef070bb3b6ed74514f5efaa37a252af57c90eb33b956d35c8e9c10a1931 \
-    --hash=sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f \
-    --hash=sha256:fcd5cf9e305d7b8338754470cf69cf81f420459dbae8a3b40cee57417f4614a7
-    # via uvicorn

From 3ac96e6a4940fdf9b939f89902a5335e3eb8cda6 Mon Sep 17 00:00:00 2001
From: "Allen D. Householder" <adh@cert.org>
Date: Tue, 14 Oct 2025 12:05:22 -0400
Subject: [PATCH 11/11] add black to uv dev dependencies

---
 pyproject.toml |  3 ++-
 uv.lock        | 45 +++++++++++++++++++++++++++++++++++++++++++++
 2 files changed, 47 insertions(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 7acabe5f..93a556c4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -77,7 +77,7 @@ version_scheme = "no-guess-dev"
 
 [tool.black]
 line-length = 79
-target-version = ['py38', 'py39', 'py310', 'py311']
+target-version = ['py38', 'py39', 'py310', 'py311', 'py312', 'py313']
 
 [tool.pytest.ini_options]
 minversion = "6.0"
@@ -88,6 +88,7 @@ testpaths = [
 
 [dependency-groups]
 dev = [
+    "black>=25.9.0",
     "linkchecker>=10.6.0",
     "pytest>=8.4.1",
 ]
diff --git a/uv.lock b/uv.lock
index c142f9eb..039975c6 100644
--- a/uv.lock
+++ b/uv.lock
@@ -70,6 +70,31 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/04/eb/f4151e0c7377a6e08a38108609ba5cede57986802757848688aeedd1b9e8/beautifulsoup4-4.13.5-py3-none-any.whl", hash = "sha256:642085eaa22233aceadff9c69651bc51e8bf3f874fb6d7104ece2beb24b47c4a", size = 105113, upload-time = "2025-08-24T14:06:14.884Z" },
 ]
 
+[[package]]
+name = "black"
+version = "25.9.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "click" },
+    { name = "mypy-extensions" },
+    { name = "packaging" },
+    { name = "pathspec" },
+    { name = "platformdirs" },
+    { name = "pytokens" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/4b/43/20b5c90612d7bdb2bdbcceeb53d588acca3bb8f0e4c5d5c751a2c8fdd55a/black-25.9.0.tar.gz", hash = "sha256:0474bca9a0dd1b51791fcc507a4e02078a1c63f6d4e4ae5544b9848c7adfb619", size = 648393, upload-time = "2025-09-19T00:27:37.758Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/fb/8e/319cfe6c82f7e2d5bfb4d3353c6cc85b523d677ff59edc61fdb9ee275234/black-25.9.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:1b9dc70c21ef8b43248f1d86aedd2aaf75ae110b958a7909ad8463c4aa0880b0", size = 1742012, upload-time = "2025-09-19T00:33:08.678Z" },
+    { url = "https://files.pythonhosted.org/packages/94/cc/f562fe5d0a40cd2a4e6ae3f685e4c36e365b1f7e494af99c26ff7f28117f/black-25.9.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:8e46eecf65a095fa62e53245ae2795c90bdecabd53b50c448d0a8bcd0d2e74c4", size = 1581421, upload-time = "2025-09-19T00:35:25.937Z" },
+    { url = "https://files.pythonhosted.org/packages/84/67/6db6dff1ebc8965fd7661498aea0da5d7301074b85bba8606a28f47ede4d/black-25.9.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9101ee58ddc2442199a25cb648d46ba22cd580b00ca4b44234a324e3ec7a0f7e", size = 1655619, upload-time = "2025-09-19T00:30:49.241Z" },
+    { url = "https://files.pythonhosted.org/packages/10/10/3faef9aa2a730306cf469d76f7f155a8cc1f66e74781298df0ba31f8b4c8/black-25.9.0-cp312-cp312-win_amd64.whl", hash = "sha256:77e7060a00c5ec4b3367c55f39cf9b06e68965a4f2e61cecacd6d0d9b7ec945a", size = 1342481, upload-time = "2025-09-19T00:31:29.625Z" },
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 version = "2.6"
@@ -106,6 +131,7 @@ dependencies = [
 
 [package.dev-dependencies]
 dev = [
+    { name = "black" },
     { name = "linkchecker" },
     { name = "pytest" },
 ]
@@ -135,6 +161,7 @@ requires-dist = [
 
 [package.metadata.requires-dev]
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 name = "pytz"
 version = "2025.2"