diff --git a/requirements-dev.in b/requirements-dev.in
index b132eaea..1125d4c2 100644
--- a/requirements-dev.in
+++ b/requirements-dev.in
@@ -22,16 +22,13 @@ build==1.3.0
     # via
     #   mozanalysis
     #   pip-tools
-cachetools==6.2.1
-    # via
-    #   -c requirements.txt
-    #   google-auth
-    #   tox
+cachetools==6.2.4
+    # via tox
 cattrs==25.3.0
     # via
     #   -c requirements.txt
     #   mozilla-metric-config-parser
-certifi==2025.10.5
+certifi==2026.1.4
     # via
     #   -c requirements.txt
     #   requests
@@ -45,7 +42,7 @@ charset-normalizer==3.4.4
     # via
     #   -c requirements.txt
     #   requests
-click==8.3.0
+click==8.3.1
     # via
     #   -c requirements.txt
     #   mozilla-metric-config-parser
@@ -56,7 +53,7 @@ contourpy==1.3.2
     # via
     #   -c requirements.txt
     #   matplotlib
-coverage[toml]==7.11.0
+coverage[toml]==7.13.1
     # via
     #   -c requirements.txt
     #   pytest-cov
@@ -70,22 +67,22 @@ cycler==0.12.1
     #   matplotlib
 distlib==0.4.0
     # via virtualenv
-docutils==0.22.2
+docutils==0.22.4
     # via readme-renderer
-exceptiongroup==1.3.0
+exceptiongroup==1.3.1
     # via
     #   -c requirements.txt
     #   cattrs
     #   pytest
-faker==37.12.0
+faker==40.1.0
     # via
     #   -c requirements.txt
     #   polyfactory
-filelock==3.20.0
+filelock==3.20.2
     # via
     #   tox
     #   virtualenv
-fonttools==4.60.1
+fonttools==4.61.1
     # via
     #   -c requirements.txt
     #   matplotlib
@@ -98,7 +95,7 @@ gitdb==4.0.12
     # via
     #   -c requirements.txt
     #   gitpython
-gitpython==3.1.45
+gitpython==3.1.46
     # via
     #   -c requirements.txt
     #   mozilla-metric-config-parser
@@ -108,18 +105,18 @@ google-api-core[grpc]==2.28.1
     #   google-cloud-bigquery
     #   google-cloud-bigquery-storage
     #   google-cloud-core
-google-auth==2.42.1
+google-auth==2.47.0
     # via
     #   -c requirements.txt
     #   google-api-core
     #   google-cloud-bigquery
     #   google-cloud-bigquery-storage
     #   google-cloud-core
-google-cloud-bigquery==3.38.0
+google-cloud-bigquery==3.40.0
     # via
     #   -c requirements.txt
     #   mozanalysis
-google-cloud-bigquery-storage==2.34.0
+google-cloud-bigquery-storage==2.36.0
     # via
     #   -c requirements.txt
     #   mozanalysis
@@ -127,15 +124,15 @@ google-cloud-core==2.5.0
     # via
     #   -c requirements.txt
     #   google-cloud-bigquery
-google-crc32c==1.7.1
+google-crc32c==1.8.0
     # via
     #   -c requirements.txt
     #   google-resumable-media
-google-resumable-media==2.7.2
+google-resumable-media==2.8.0
     # via
     #   -c requirements.txt
     #   google-cloud-bigquery
-googleapis-common-protos==1.71.0
+googleapis-common-protos==1.72.0
     # via
     #   -c requirements.txt
     #   google-api-core
@@ -156,7 +153,7 @@ idna==3.11
     # via
     #   -c requirements.txt
     #   requests
-importlib-metadata==8.7.0
+importlib-metadata==8.7.1
     # via keyring
 iniconfig==2.3.0
     # via
@@ -168,9 +165,9 @@ interface-meta==1.3.0
     #   formulaic
 jaraco-classes==3.4.0
     # via keyring
-jaraco-context==6.0.1
+jaraco-context==6.0.2
     # via keyring
-jaraco-functools==4.3.0
+jaraco-functools==4.4.0
     # via keyring
 jeepney==0.9.0
     # via
@@ -181,7 +178,7 @@ jinja2==3.1.6
     # via
     #   -c requirements.txt
     #   mozilla-metric-config-parser
-jsonschema==4.25.1
+jsonschema==4.26.0
     # via
     #   -c requirements.txt
     #   mozilla-nimbus-schemas
@@ -189,12 +186,16 @@ jsonschema-specifications==2025.9.1
     # via
     #   -c requirements.txt
     #   jsonschema
-keyring==25.6.0
+keyring==25.7.0
     # via twine
 kiwisolver==1.4.9
     # via
     #   -c requirements.txt
     #   matplotlib
+librt==0.7.7
+    # via
+    #   -c requirements.txt
+    #   mypy
 marginaleffects==0.1.4
     # via
     #   -c requirements.txt
@@ -205,7 +206,7 @@ markupsafe==3.0.3
     # via
     #   -c requirements.txt
     #   jinja2
-matplotlib==3.10.7
+matplotlib==3.10.8
     # via
     #   -c requirements.txt
     #   mozanalysis
@@ -225,7 +226,7 @@ more-itertools==10.8.0
     #   jaraco-classes
     #   jaraco-functools
     # via -r -
-mozilla-metric-config-parser==2025.8.1
+mozilla-metric-config-parser==2025.12.1
     # via
     #   -c requirements.txt
     #   mozanalysis
@@ -233,7 +234,7 @@ mozilla-nimbus-schemas==3001.0.0
     # via
     #   -c requirements.txt
     #   mozilla-metric-config-parser
-mypy==1.18.2
+mypy==1.19.1
     # via
     #   -c requirements.txt
     #   mozanalysis
@@ -241,7 +242,7 @@ mypy-extensions==1.1.0
     # via
     #   -c requirements.txt
     #   mypy
-narwhals==2.10.1
+narwhals==2.15.0
     # via
     #   -c requirements.txt
     #   formulaic
@@ -286,11 +287,11 @@ pandas==2.3.3
     #   mozanalysis
     #   plotnine
     #   statsmodels
-pandas-stubs==2.3.2.250926
+pandas-stubs==2.3.3.251219
     # via
     #   -c requirements.txt
     #   mozanalysis
-pathspec==0.12.1
+pathspec==1.0.2
     # via
     #   -c requirements.txt
     #   mypy
@@ -299,17 +300,17 @@ patsy==1.0.2
     #   -c requirements.txt
     #   marginaleffects
     #   statsmodels
-pillow==12.0.0
+pillow==12.1.0
     # via
     #   -c requirements.txt
     #   matplotlib
-pip-tools==7.5.1
+pip-tools==7.5.2
     # via mozanalysis
-platformdirs==4.5.0
+platformdirs==4.5.1
     # via
     #   tox
     #   virtualenv
-plotnine==0.15.1
+plotnine==0.15.2
     # via
     #   -c requirements.txt
     #   marginaleffects
@@ -319,24 +320,24 @@ pluggy==1.6.0
     #   pytest
     #   pytest-cov
     #   tox
-polars==1.35.1
+polars==1.36.1
     # via
     #   -c requirements.txt
     #   marginaleffects
-polars-runtime-32==1.35.1
+polars-runtime-32==1.36.1
     # via
     #   -c requirements.txt
     #   polars
-polyfactory==2.22.3
+polyfactory==2.22.5
     # via
     #   -c requirements.txt
     #   mozilla-nimbus-schemas
-proto-plus==1.26.1
+proto-plus==1.27.0
     # via
     #   -c requirements.txt
     #   google-api-core
     #   google-cloud-bigquery-storage
-protobuf==6.33.0
+protobuf==6.33.2
     # via
     #   -c requirements.txt
     #   google-api-core
@@ -362,12 +363,12 @@ pycparser==2.23
     # via
     #   -c requirements.txt
     #   cffi
-pydantic==2.12.3
+pydantic==2.12.5
     # via
     #   -c requirements.txt
     #   marginaleffects
     #   mozilla-nimbus-schemas
-pydantic-core==2.41.4
+pydantic-core==2.41.5
     # via
     #   -c requirements.txt
     #   pydantic
@@ -377,7 +378,7 @@ pygments==2.19.2
     #   pytest
     #   readme-renderer
     #   rich
-pyparsing==3.2.5
+pyparsing==3.3.1
     # via
     #   -c requirements.txt
     #   matplotlib
@@ -387,7 +388,7 @@ pyproject-hooks==1.2.0
     # via
     #   build
     #   pip-tools
-pytest==8.4.2
+pytest==9.0.2
     # via
     #   -c requirements.txt
     #   mozanalysis
@@ -439,7 +440,7 @@ rfc3986==2.0.0
     # via twine
 rich==14.2.0
     # via twine
-rpds-py==0.28.0
+rpds-py==0.30.0
     # via
     #   -c requirements.txt
     #   jsonschema
@@ -448,7 +449,7 @@ rsa==4.9.1
     # via
     #   -c requirements.txt
     #   google-auth
-ruff==0.14.3
+ruff==0.14.10
     # via
     #   -c requirements.txt
     #   mozanalysis
@@ -466,7 +467,7 @@ scipy-stubs==1.15.3.0
     # via
     #   -c requirements.txt
     #   mozanalysis
-secretstorage==3.4.0
+secretstorage==3.5.0
     # via
     #   -c requirements.txt
     #   keyring
@@ -479,7 +480,7 @@ smmap==5.0.2
     # via
     #   -c requirements.txt
     #   gitdb
-statsmodels==0.14.5
+statsmodels==0.14.6
     # via
     #   -c requirements.txt
     #   mozanalysis
@@ -498,11 +499,11 @@ tomli==2.3.0
     #   pyproject-api
     #   pytest
     #   tox
-tox==4.32.0
+tox==4.33.0
     # via mozanalysis
 twine==6.2.0
     # via mozanalysis
-types-pytz==2025.2.0.20250809
+types-pytz==2025.2.0.20251108
     # via
     #   -c requirements.txt
     #   pandas-stubs
@@ -528,21 +529,21 @@ typing-inspection==0.4.2
     # via
     #   -c requirements.txt
     #   pydantic
-tzdata==2025.2
+tzdata==2025.3
     # via
     #   -c requirements.txt
     #   faker
     #   pandas
-urllib3==2.5.0
+urllib3==2.6.3
     # via
     #   -c requirements.txt
     #   requests
     #   twine
-virtualenv==20.35.4
+virtualenv==20.36.0
     # via tox
 wheel==0.45.1
     # via pip-tools
-wrapt==2.0.0
+wrapt==2.0.1
     # via
     #   -c requirements.txt
     #   formulaic
diff --git a/requirements-dev.txt b/requirements-dev.txt
index aa70d52f..f43b635e 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -31,12 +31,11 @@ build==1.3.0 \
     # via
     #   -r requirements-dev.in
     #   pip-tools
-cachetools==6.2.1 \
-    --hash=sha256:09868944b6dde876dfd44e1d47e18484541eaf12f26f29b7af91b26cc892d701 \
-    --hash=sha256:3f391e4bd8f8bf0931169baf7456cc822705f4e2a31f840d218f445b9a854201
+cachetools==6.2.4 \
+    --hash=sha256:69a7a52634fed8b8bf6e24a050fb60bff1c9bd8f6d24572b99c32d4e71e62a51 \
+    --hash=sha256:82c5c05585e70b6ba2d3ae09ea60b79548872185d2f24ae1f2709d37299fd607
     # via
     #   -r requirements-dev.in
-    #   google-auth
     #   tox
 cattrs==25.3.0 \
     --hash=sha256:1ac88d9e5eda10436c4517e390a4142d88638fe682c436c93db7ce4a277b884a \
@@ -44,9 +43,9 @@ cattrs==25.3.0 \
     # via
     #   -r requirements-dev.in
     #   mozilla-metric-config-parser
-certifi==2025.10.5 \
-    --hash=sha256:0f212c2744a9bb6de0c56639a6f68afe01ecd92d91f14ae897c4fe7bbeeef0de \
-    --hash=sha256:47c09d31ccf2acf0be3f701ea53595ee7e0b8fa08801c6624be771df09ae7b43
+certifi==2026.1.4 \
+    --hash=sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c \
+    --hash=sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120
     # via
     #   -r requirements-dev.in
     #   requests
@@ -261,9 +260,9 @@ charset-normalizer==3.4.4 \
     # via
     #   -r requirements-dev.in
     #   requests
-click==8.3.0 \
-    --hash=sha256:9b9f285302c6e3064f4330c05f05b81945b2a39544279343e6e7c5f27a9baddc \
-    --hash=sha256:e7b8232224eba16f4ebe410c25ced9f7875cb5f3263ffc93cc3e8da705e229c4
+click==8.3.1 \
+    --hash=sha256:12ff4785d337a1bb490bb7e9c2b1ee5da3112e94a8622f26a6c77f5d2fc6842a \
+    --hash=sha256:981153a64e25f12d547d3426c367a4857371575ee7ad18df2a6183ab0545b2a6
     # via
     #   -r requirements-dev.in
     #   mozilla-metric-config-parser
@@ -335,99 +334,99 @@ contourpy==1.3.2 \
     # via
     #   -r requirements-dev.in
     #   matplotlib
-coverage[toml]==7.11.0 \
-    --hash=sha256:037b2d064c2f8cc8716fe4d39cb705779af3fbf1ba318dc96a1af858888c7bb5 \
-    --hash=sha256:05791e528a18f7072bf5998ba772fe29db4da1234c45c2087866b5ba4dea710e \
-    --hash=sha256:0d7f0616c557cbc3d1c2090334eddcbb70e1ae3a40b07222d62b3aa47f608fab \
-    --hash=sha256:0efa742f431529699712b92ecdf22de8ff198df41e43aeaaadf69973eb93f17a \
-    --hash=sha256:10ad04ac3a122048688387828b4537bc9cf60c0bf4869c1e9989c46e45690b82 \
-    --hash=sha256:167bd504ac1ca2af7ff3b81d245dfea0292c5032ebef9d66cc08a7d28c1b8050 \
-    --hash=sha256:16ce17ceb5d211f320b62df002fa7016b7442ea0fd260c11cec8ce7730954893 \
-    --hash=sha256:214b622259dd0cf435f10241f1333d32caa64dbc27f8790ab693428a141723de \
-    --hash=sha256:24d6f3128f1b2d20d84b24f4074475457faedc3d4613a7e66b5e769939c7d969 \
-    --hash=sha256:258d9967520cca899695d4eb7ea38be03f06951d6ca2f21fb48b1235f791e601 \
-    --hash=sha256:269bfe913b7d5be12ab13a95f3a76da23cf147be7fa043933320ba5625f0a8de \
-    --hash=sha256:2727d47fce3ee2bac648528e41455d1b0c46395a087a229deac75e9f88ba5a05 \
-    --hash=sha256:314c24e700d7027ae3ab0d95fbf8d53544fca1f20345fd30cd219b737c6e58d3 \
-    --hash=sha256:3d4ba9a449e9364a936a27322b20d32d8b166553bfe63059bd21527e681e2fad \
-    --hash=sha256:3d4ed4de17e692ba6415b0587bc7f12bc80915031fc9db46a23ce70fc88c9841 \
-    --hash=sha256:3d58ecaa865c5b9fa56e35efc51d1014d4c0d22838815b9fce57a27dd9576847 \
-    --hash=sha256:4036cc9c7983a2b1f2556d574d2eb2154ac6ed55114761685657e38782b23f52 \
-    --hash=sha256:424538266794db2861db4922b05d729ade0940ee69dcf0591ce8f69784db0e11 \
-    --hash=sha256:4b7589765348d78fb4e5fb6ea35d07564e387da2fc5efff62e0222971f155f68 \
-    --hash=sha256:4c1eeb3fb8eb9e0190bebafd0462936f75717687117339f708f395fe455acc73 \
-    --hash=sha256:4d3ffa07a08657306cd2215b0da53761c4d73cb54d9143b9303a6481ec0cd415 \
-    --hash=sha256:5693e57a065760dcbeb292d60cc4d0231a6d4b6b6f6a3191561e1d5e8820b745 \
-    --hash=sha256:587c38849b853b157706407e9ebdca8fd12f45869edb56defbef2daa5fb0812b \
-    --hash=sha256:596763d2f9a0ee7eec6e643e29660def2eef297e1de0d334c78c08706f1cb785 \
-    --hash=sha256:59a6e5a265f7cfc05f76e3bb53eca2e0dfe90f05e07e849930fecd6abb8f40b4 \
-    --hash=sha256:5a03eaf7ec24078ad64a07f02e30060aaf22b91dedf31a6b24d0d98d2bba7f48 \
-    --hash=sha256:5ef83b107f50db3f9ae40f69e34b3bd9337456c5a7fe3461c7abf8b75dd666a2 \
-    --hash=sha256:630d0bd7a293ad2fc8b4b94e5758c8b2536fdf36c05f1681270203e463cbfa9b \
-    --hash=sha256:695340f698a5f56f795b2836abe6fb576e7c53d48cd155ad2f80fd24bc63a040 \
-    --hash=sha256:6fbcee1a8f056af07ecd344482f711f563a9eb1c2cad192e87df00338ec3cdb0 \
-    --hash=sha256:7161edd3426c8d19bdccde7d49e6f27f748f3c31cc350c5de7c633fea445d866 \
-    --hash=sha256:73feb83bb41c32811973b8565f3705caf01d928d972b72042b44e97c71fd70d1 \
-    --hash=sha256:765c0bc8fe46f48e341ef737c91c715bd2a53a12792592296a095f0c237e09cf \
-    --hash=sha256:7ab934dd13b1c5e94b692b1e01bd87e4488cb746e3a50f798cb9464fd128374b \
-    --hash=sha256:7db53b5cdd2917b6eaadd0b1251cf4e7d96f4a8d24e174bdbdf2f65b5ea7994d \
-    --hash=sha256:80027673e9d0bd6aef86134b0771845e2da85755cf686e7c7c59566cf5a89115 \
-    --hash=sha256:81b335f03ba67309a95210caf3eb43bd6fe75a4e22ba653ef97b4696c56c7ec2 \
-    --hash=sha256:865965bf955d92790f1facd64fe7ff73551bd2c1e7e6b26443934e9701ba30b9 \
-    --hash=sha256:8badf70446042553a773547a61fecaa734b55dc738cacf20c56ab04b77425e43 \
-    --hash=sha256:8c934bd088eed6174210942761e38ee81d28c46de0132ebb1801dbe36a390dcc \
-    --hash=sha256:9516add7256b6713ec08359b7b05aeff8850c98d357784c7205b2e60aa2513fa \
-    --hash=sha256:9c49e77811cf9d024b95faf86c3f059b11c0c9be0b0d61bc598f453703bd6fd1 \
-    --hash=sha256:9cbabd8f4d0d3dc571d77ae5bdbfa6afe5061e679a9d74b6797c48d143307088 \
-    --hash=sha256:9ed43fa22c6436f7957df036331f8fe4efa7af132054e1844918866cd228af6c \
-    --hash=sha256:a09c1211959903a479e389685b7feb8a17f59ec5a4ef9afde7650bd5eabc2777 \
-    --hash=sha256:a1839d08406e4cba2953dcc0ffb312252f14d7c4c96919f70167611f4dee2623 \
-    --hash=sha256:a386c1061bf98e7ea4758e4313c0ab5ecf57af341ef0f43a0bf26c2477b5c268 \
-    --hash=sha256:a3b6a5f8b2524fd6c1066bc85bfd97e78709bb5e37b5b94911a6506b65f47186 \
-    --hash=sha256:a3d0e2087dba64c86a6b254f43e12d264b636a39e88c5cc0a01a7c71bcfdab7e \
-    --hash=sha256:a61e37a403a778e2cda2a6a39abcc895f1d984071942a41074b5c7ee31642007 \
-    --hash=sha256:aef1747ede4bd8ca9cfc04cc3011516500c6891f1b33a94add3253f6f876b7b7 \
-    --hash=sha256:b56efee146c98dbf2cf5cffc61b9829d1e94442df4d7398b26892a53992d3547 \
-    --hash=sha256:b5c2705afa83f49bd91962a4094b6b082f94aef7626365ab3f8f4bd159c5acf3 \
-    --hash=sha256:b679e171f1c104a5668550ada700e3c4937110dbdd153b7ef9055c4f1a1ee3cc \
-    --hash=sha256:b971bdefdd75096163dd4261c74be813c4508477e39ff7b92191dea19f24cd37 \
-    --hash=sha256:bab7ec4bb501743edc63609320aaec8cd9188b396354f482f4de4d40a9d10721 \
-    --hash=sha256:bc1fbea96343b53f65d5351d8fd3b34fd415a2670d7c300b06d3e14a5af4f552 \
-    --hash=sha256:c6f31f281012235ad08f9a560976cc2fc9c95c17604ff3ab20120fe480169bca \
-    --hash=sha256:c770885b28fb399aaf2a65bbd1c12bf6f307ffd112d6a76c5231a94276f0c497 \
-    --hash=sha256:c79cae102bb3b1801e2ef1511fb50e91ec83a1ce466b2c7c25010d884336de46 \
-    --hash=sha256:c9f08ea03114a637dab06cedb2e914da9dc67fa52c6015c018ff43fdde25b9c2 \
-    --hash=sha256:ca61691ba8c5b6797deb221a0d09d7470364733ea9c69425a640f1f01b7c5bf0 \
-    --hash=sha256:cacb29f420cfeb9283b803263c3b9a068924474ff19ca126ba9103e1278dfa44 \
-    --hash=sha256:cc3f49e65ea6e0d5d9bd60368684fe52a704d46f9e7fc413918f18d046ec40e1 \
-    --hash=sha256:cdbcd376716d6b7fbfeedd687a6c4be019c5a5671b35f804ba76a4c0a778cba4 \
-    --hash=sha256:ce37f215223af94ef0f75ac68ea096f9f8e8c8ec7d6e8c346ee45c0d363f0479 \
-    --hash=sha256:ce9f3bde4e9b031eaf1eb61df95c1401427029ea1bfddb8621c1161dcb0fa02e \
-    --hash=sha256:cee6291bb4fed184f1c2b663606a115c743df98a537c969c3c64b49989da96c2 \
-    --hash=sha256:cf9e6ff4ca908ca15c157c409d608da77a56a09877b97c889b98fb2c32b6465e \
-    --hash=sha256:d06f4fc7acf3cabd6d74941d53329e06bab00a8fe10e4df2714f0b134bfc64ef \
-    --hash=sha256:d66c0104aec3b75e5fd897e7940188ea1892ca1d0235316bf89286d6a22568c0 \
-    --hash=sha256:d91ebeac603812a09cf6a886ba6e464f3bbb367411904ae3790dfe28311b15ad \
-    --hash=sha256:d9a03ec6cb9f40a5c360f138b88266fd8f58408d71e89f536b4f91d85721d075 \
-    --hash=sha256:dadbcce51a10c07b7c72b0ce4a25e4b6dcb0c0372846afb8e5b6307a121eb99f \
-    --hash=sha256:dba82204769d78c3fd31b35c3d5f46e06511936c5019c39f98320e05b08f794d \
-    --hash=sha256:dbbf012be5f32533a490709ad597ad8a8ff80c582a95adc8d62af664e532f9ca \
-    --hash=sha256:df01d6c4c81e15a7c88337b795bb7595a8596e92310266b5072c7e301168efbd \
-    --hash=sha256:e0eb0a2dcc62478eb5b4cbb80b97bdee852d7e280b90e81f11b407d0b81c4287 \
-    --hash=sha256:e24045453384e0ae2a587d562df2a04d852672eb63051d16096d3f08aa4c7c2f \
-    --hash=sha256:e44a86a47bbdf83b0a3ea4d7df5410d6b1a0de984fbd805fa5101f3624b9abe0 \
-    --hash=sha256:e4dc07e95495923d6fd4d6c27bf70769425b71c89053083843fd78f378558996 \
-    --hash=sha256:e89641f5175d65e2dbb44db15fe4ea48fade5d5bbb9868fdc2b4fce22f4a469d \
-    --hash=sha256:e9570ad567f880ef675673992222746a124b9595506826b210fbe0ce3f0499cd \
-    --hash=sha256:eb53f1e8adeeb2e78962bade0c08bfdc461853c7969706ed901821e009b35e31 \
-    --hash=sha256:eb92e47c92fcbcdc692f428da67db33337fa213756f7adb6a011f7b5a7a20740 \
-    --hash=sha256:ef55537ff511b5e0a43edb4c50a7bf7ba1c3eea20b4f49b1490f1e8e0e42c591 \
-    --hash=sha256:f39ae2f63f37472c17b4990f794035c9890418b1b8cca75c01193f3c8d3e01be \
-    --hash=sha256:f413ce6e07e0d0dc9c433228727b619871532674b45165abafe201f200cc215f \
-    --hash=sha256:f91f927a3215b8907e214af77200250bb6aae36eca3f760f89780d13e495388d \
-    --hash=sha256:f9ea02ef40bb83823b2b04964459d281688fe173e20643870bb5d2edf68bc836 \
-    --hash=sha256:fcc0a4aa589de34bc56e1a80a740ee0f8c47611bdfb28cd1849de60660f3799d \
-    --hash=sha256:fcc15fc462707b0680cff6242c48625da7f9a16a28a41bb8fd7a4280920e676c
+coverage[toml]==7.13.1 \
+    --hash=sha256:0403f647055de2609be776965108447deb8e384fe4a553c119e3ff6bfbab4784 \
+    --hash=sha256:0642eae483cc8c2902e4af7298bf886d605e80f26382124cddc3967c2a3df09e \
+    --hash=sha256:0b609fc9cdbd1f02e51f67f51e5aee60a841ef58a68d00d5ee2c0faf357481a3 \
+    --hash=sha256:0d2c11f3ea4db66b5cbded23b20185c35066892c67d80ec4be4bab257b9ad1e0 \
+    --hash=sha256:0e42e0ec0cd3e0d851cb3c91f770c9301f48647cb2877cb78f74bdaa07639a79 \
+    --hash=sha256:132718176cc723026d201e347f800cd1a9e4b62ccd3f82476950834dad501c75 \
+    --hash=sha256:16cc1da46c04fb0fb128b4dc430b78fa2aba8a6c0c9f8eb391fd5103409a6ac6 \
+    --hash=sha256:18be793c4c87de2965e1c0f060f03d9e5aff66cfeae8e1dbe6e5b88056ec153f \
+    --hash=sha256:1a55d509a1dc5a5b708b5dad3b5334e07a16ad4c2185e27b40e4dba796ab7f88 \
+    --hash=sha256:1dcb645d7e34dcbcc96cd7c132b1fc55c39263ca62eb961c064eb3928997363b \
+    --hash=sha256:2016745cb3ba554469d02819d78958b571792bb68e31302610e898f80dd3a573 \
+    --hash=sha256:228b90f613b25ba0019361e4ab81520b343b622fc657daf7e501c4ed6a2366c0 \
+    --hash=sha256:309ef5706e95e62578cda256b97f5e097916a2c26247c287bbe74794e7150df2 \
+    --hash=sha256:339dc63b3eba969067b00f41f15ad161bf2946613156fb131266d8debc8e44d0 \
+    --hash=sha256:3820778ea1387c2b6a818caec01c63adc5b3750211af6447e8dcfb9b6f08dbba \
+    --hash=sha256:3d42df8201e00384736f0df9be2ced39324c3907607d17d50d50116c989d84cd \
+    --hash=sha256:3e7b8bd70c48ffb28461ebe092c2345536fb18bbbf19d287c8913699735f505c \
+    --hash=sha256:3f2f725aa3e909b3c5fdb8192490bdd8e1495e85906af74fe6e34a2a77ba0673 \
+    --hash=sha256:3fc6a169517ca0d7ca6846c3c5392ef2b9e38896f61d615cb75b9e7134d4ee1e \
+    --hash=sha256:45980ea19277dc0a579e432aef6a504fe098ef3a9032ead15e446eb0f1191aee \
+    --hash=sha256:4d010d080c4888371033baab27e47c9df7d6fb28d0b7b7adf85a4a49be9298b3 \
+    --hash=sha256:4de84e71173d4dada2897e5a0e1b7877e5eefbfe0d6a44edee6ce31d9b8ec09e \
+    --hash=sha256:549d195116a1ba1e1ae2f5ca143f9777800f6636eab917d4f02b5310d6d73461 \
+    --hash=sha256:562ec27dfa3f311e0db1ba243ec6e5f6ab96b1edfcfc6cf86f28038bc4961ce6 \
+    --hash=sha256:57dfc8048c72ba48a8c45e188d811e5efd7e49b387effc8fb17e97936dde5bf6 \
+    --hash=sha256:5899d28b5276f536fcf840b18b61a9fce23cc3aec1d114c44c07fe94ebeaa500 \
+    --hash=sha256:60cfb538fe9ef86e5b2ab0ca8fc8d62524777f6c611dcaf76dc16fbe9b8e698a \
+    --hash=sha256:623dcc6d7a7ba450bbdbeedbaa0c42b329bdae16491af2282f12a7e809be7eb9 \
+    --hash=sha256:67170979de0dacac3f3097d02b0ad188d8edcea44ccc44aaa0550af49150c7dc \
+    --hash=sha256:6e73ebb44dca5f708dc871fe0b90cf4cff1a13f9956f747cc87b535a840386f5 \
+    --hash=sha256:6f34591000f06e62085b1865c9bc5f7858df748834662a51edadfd2c3bfe0dd3 \
+    --hash=sha256:724b1b270cb13ea2e6503476e34541a0b1f62280bc997eab443f87790202033d \
+    --hash=sha256:75a6f4aa904301dab8022397a22c0039edc1f51e90b83dbd4464b8a38dc87842 \
+    --hash=sha256:77545b5dcda13b70f872c3b5974ac64c21d05e65b1590b441c8560115dc3a0d1 \
+    --hash=sha256:776483fd35b58d8afe3acbd9988d5de592ab6da2d2a865edfdbc9fdb43e7c486 \
+    --hash=sha256:77cc258aeb29a3417062758975521eae60af6f79e930d6993555eeac6a8eac29 \
+    --hash=sha256:794f7c05af0763b1bbd1b9e6eff0e52ad068be3b12cd96c87de037b01390c968 \
+    --hash=sha256:868a2fae76dfb06e87291bcbd4dcbcc778a8500510b618d50496e520bd94d9b9 \
+    --hash=sha256:8842af7f175078456b8b17f1b73a0d16a65dcbdc653ecefeb00a56b3c8c298c4 \
+    --hash=sha256:8d9bc218650022a768f3775dd7fdac1886437325d8d295d923ebcfef4892ad5c \
+    --hash=sha256:8f572d989142e0908e6acf57ad1b9b86989ff057c006d13b76c146ec6a20216a \
+    --hash=sha256:90480b2134999301eea795b3a9dbf606c6fbab1b489150c501da84a959442465 \
+    --hash=sha256:916abf1ac5cf7eb16bc540a5bf75c71c43a676f5c52fcb9fe75a2bd75fb944e8 \
+    --hash=sha256:92f980729e79b5d16d221038dbf2e8f9a9136afa072f9d5d6ed4cb984b126a09 \
+    --hash=sha256:933082f161bbb3e9f90d00990dc956120f608cdbcaeea15c4d897f56ef4fe416 \
+    --hash=sha256:97ab3647280d458a1f9adb85244e81587505a43c0c7cff851f5116cd2814b894 \
+    --hash=sha256:985b7836931d033570b94c94713c6dba5f9d3ff26045f72c3e5dbc5fe3361e5a \
+    --hash=sha256:9e549d642426e3579b3f4b92d0431543b012dcb6e825c91619d4e93b7363c3f9 \
+    --hash=sha256:9edd0e01a343766add6817bc448408858ba6b489039eaaa2018474e4001651a4 \
+    --hash=sha256:9ee68b21909686eeb21dfcba2c3b81fee70dcf38b140dcd5aa70680995fa3aa5 \
+    --hash=sha256:9f5e772ed5fef25b3de9f2008fe67b92d46831bd2bc5bdc5dd6bfd06b83b316f \
+    --hash=sha256:a03a4f3a19a189919c7055098790285cc5c5b0b3976f8d227aea39dbf9f8bfdb \
+    --hash=sha256:a4d240d260a1aed814790bbe1f10a5ff31ce6c21bc78f0da4a1e8268d6c80dbd \
+    --hash=sha256:a5a68357f686f8c4d527a2dc04f52e669c2fc1cbde38f6f7eb6a0e58cbd17cae \
+    --hash=sha256:a998cc0aeeea4c6d5622a3754da5a493055d2d95186bad877b0a34ea6e6dbe0a \
+    --hash=sha256:b67e47c5595b9224599016e333f5ec25392597a89d5744658f837d204e16c63e \
+    --hash=sha256:b6f3b96617e9852703f5b633ea01315ca45c77e879584f283c44127f0f1ec564 \
+    --hash=sha256:b7593fe7eb5feaa3fbb461ac79aac9f9fc0387a5ca8080b0c6fe2ca27b091afd \
+    --hash=sha256:bb3f6562e89bad0110afbe64e485aac2462efdce6232cdec7862a095dc3412f6 \
+    --hash=sha256:bb4f8c3c9a9f34423dba193f241f617b08ffc63e27f67159f60ae6baf2dcfe0f \
+    --hash=sha256:bd63e7b74661fed317212fab774e2a648bc4bb09b35f25474f8e3325d2945cd7 \
+    --hash=sha256:be753b225d159feb397bd0bf91ae86f689bad0da09d3b301478cd39b878ab31a \
+    --hash=sha256:bf100a3288f9bb7f919b87eb84f87101e197535b9bd0e2c2b5b3179633324fee \
+    --hash=sha256:c223d078112e90dc0e5c4e35b98b9584164bea9fbbd221c0b21c5241f6d51b62 \
+    --hash=sha256:c3d8c679607220979434f494b139dfb00131ebf70bb406553d69c1ff01a5c33d \
+    --hash=sha256:c43257717611ff5e9a1d79dce8e47566235ebda63328718d9b65dd640bc832ef \
+    --hash=sha256:c832ec92c4499ac463186af72f9ed4d8daec15499b16f0a879b0d1c8e5cf4a3b \
+    --hash=sha256:c8e2706ceb622bc63bac98ebb10ef5da80ed70fbd8a7999a5076de3afaef0fb1 \
+    --hash=sha256:cb237bfd0ef4d5eb6a19e29f9e528ac67ac3be932ea6b44fb6cc09b9f3ecff78 \
+    --hash=sha256:ccd7a6fca48ca9c131d9b0a2972a581e28b13416fc313fb98b6d24a03ce9a398 \
+    --hash=sha256:d10a2ed46386e850bb3de503a54f9fe8192e5917fcbb143bfef653a9355e9a53 \
+    --hash=sha256:d1443ba9acbb593fa7c1c29e011d7c9761545fe35e7652e85ce7f51a16f7e08d \
+    --hash=sha256:d2287ac9360dec3837bfdad969963a5d073a09a85d898bd86bea82aa8876ef3c \
+    --hash=sha256:d3c9f051b028810f5a87c88e5d6e9af3c0ff32ef62763bf15d29f740453ca909 \
+    --hash=sha256:d72140ccf8a147e94274024ff6fd8fb7811354cf7ef88b1f0a988ebaa5bc774f \
+    --hash=sha256:d938b4a840fb1523b9dfbbb454f652967f18e197569c32266d4d13f37244c3d9 \
+    --hash=sha256:db622b999ffe49cb891f2fff3b340cdc2f9797d01a0a202a0973ba2562501d90 \
+    --hash=sha256:e09fbecc007f7b6afdfb3b07ce5bd9f8494b6856dd4f577d26c66c391b829851 \
+    --hash=sha256:e1fa280b3ad78eea5be86f94f461c04943d942697e0dac889fa18fff8f5f9147 \
+    --hash=sha256:e4f18eca6028ffa62adbd185a8f1e1dd242f2e68164dba5c2b74a5204850b4cf \
+    --hash=sha256:e825dbb7f84dfa24663dd75835e7257f8882629fc11f03ecf77d84a75134b864 \
+    --hash=sha256:eaecf47ef10c72ece9a2a92118257da87e460e113b83cc0d2905cbbe931792b4 \
+    --hash=sha256:ef6688db9bf91ba111ae734ba6ef1a063304a881749726e0d3575f5c10a9facf \
+    --hash=sha256:f398ba4df52d30b1763f62eed9de5620dcde96e6f491f4c62686736b155aa6e4 \
+    --hash=sha256:f80e2bb21bfab56ed7405c2d79d34b5dc0bc96c2c1d2a067b643a09fb756c43a \
+    --hash=sha256:f83351e0f7dcdb14d7326c3d8d8c4e915fa685cbfdc6281f9470d97a04e9dfe4 \
+    --hash=sha256:f8dca5590fec7a89ed6826fce625595279e586ead52e9e958d3237821fbc750c \
+    --hash=sha256:fa3edde1aa8807de1d05934982416cb3ec46d1d4d91e280bcce7cca01c507992 \
+    --hash=sha256:fea07c1a39a22614acb762e3fbbb4011f65eedafcb2948feeef641ac78b4ee5c \
+    --hash=sha256:ff10896fa55167371960c5908150b434b71c876dfab97b69478f22c8b445ea19 \
+    --hash=sha256:ff86d4e85188bba72cfb876df3e11fa243439882c55957184af44a35bd5880b7 \
+    --hash=sha256:ffed1e4980889765c84a5d1a566159e363b71d6b6fbaf0bebc9d3c30bc016766
     # via
     #   -r requirements-dev.in
     #   pytest-cov
@@ -501,91 +500,83 @@ distlib==0.4.0 \
     # via
     #   -r requirements-dev.in
     #   virtualenv
-docutils==0.22.2 \
-    --hash=sha256:9fdb771707c8784c8f2728b67cb2c691305933d68137ef95a75db5f4dfbc213d \
-    --hash=sha256:b0e98d679283fc3bb0ead8a5da7f501baa632654e7056e9c5846842213d674d8
+docutils==0.22.4 \
+    --hash=sha256:4db53b1fde9abecbb74d91230d32ab626d94f6badfc575d6db9194a49df29968 \
+    --hash=sha256:d0013f540772d1420576855455d050a2180186c91c15779301ac2ccb3eeb68de
     # via
     #   -r requirements-dev.in
     #   readme-renderer
-exceptiongroup==1.3.0 \
-    --hash=sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10 \
-    --hash=sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88
+exceptiongroup==1.3.1 \
+    --hash=sha256:8b412432c6055b0b7d14c310000ae93352ed6754f70fa8f7c34141f91c4e3219 \
+    --hash=sha256:a7a39a3bd276781e98394987d3a5701d0c4edffb633bb7a5144577f82c773598
     # via
     #   -r requirements-dev.in
     #   cattrs
     #   pytest
-faker==37.12.0 \
-    --hash=sha256:7505e59a7e02fa9010f06c3e1e92f8250d4cfbb30632296140c2d6dbef09b0fa \
-    --hash=sha256:afe7ccc038da92f2fbae30d8e16d19d91e92e242f8401ce9caf44de892bab4c4
+faker==40.1.0 \
+    --hash=sha256:a616d35818e2a2387c297de80e2288083bc915e24b7e39d2fb5bc66cce3a929f \
+    --hash=sha256:c402212a981a8a28615fea9120d789e3f6062c0c259a82bfb8dff5d273e539d2
     # via
     #   -r requirements-dev.in
     #   polyfactory
-filelock==3.20.0 \
-    --hash=sha256:339b4732ffda5cd79b13f4e2711a31b0365ce445d95d243bb996273d072546a2 \
-    --hash=sha256:711e943b4ec6be42e1d4e6690b48dc175c822967466bb31c0c293f34334c13f4
+filelock==3.20.2 \
+    --hash=sha256:a2241ff4ddde2a7cebddf78e39832509cb045d18ec1a09d7248d6bfc6bfbbe64 \
+    --hash=sha256:fbba7237d6ea277175a32c54bb71ef814a8546d8601269e1bfc388de333974e8
     # via
     #   -r requirements-dev.in
     #   tox
     #   virtualenv
-fonttools==4.60.1 \
-    --hash=sha256:022beaea4b73a70295b688f817ddc24ed3e3418b5036ffcd5658141184ef0d0c \
-    --hash=sha256:026290e4ec76583881763fac284aca67365e0be9f13a7fb137257096114cb3bc \
-    --hash=sha256:0b0835ed15dd5b40d726bb61c846a688f5b4ce2208ec68779bc81860adb5851a \
-    --hash=sha256:0eae96373e4b7c9e45d099d7a523444e3554360927225c1cdae221a58a45b856 \
-    --hash=sha256:122e1a8ada290423c493491d002f622b1992b1ab0b488c68e31c413390dc7eb2 \
-    --hash=sha256:1410155d0e764a4615774e5c2c6fc516259fe3eca5882f034eb9bfdbee056259 \
-    --hash=sha256:145daa14bf24824b677b9357c5e44fd8895c2a8f53596e1b9ea3496081dc692c \
-    --hash=sha256:1525796c3ffe27bb6268ed2a1bb0dcf214d561dfaf04728abf01489eb5339dce \
-    --hash=sha256:154cb6ee417e417bf5f7c42fe25858c9140c26f647c7347c06f0cc2d47eff003 \
-    --hash=sha256:2299df884c11162617a66b7c316957d74a18e3758c0274762d2cc87df7bc0272 \
-    --hash=sha256:2409d5fb7b55fd70f715e6d34e7a6e4f7511b8ad29a49d6df225ee76da76dd77 \
-    --hash=sha256:268ecda8ca6cb5c4f044b1fb9b3b376e8cd1b361cef275082429dc4174907038 \
-    --hash=sha256:282dafa55f9659e8999110bd8ed422ebe1c8aecd0dc396550b038e6c9a08b8ea \
-    --hash=sha256:2ee06fc57512144d8b0445194c2da9f190f61ad51e230f14836286470c99f854 \
-    --hash=sha256:3630e86c484263eaac71d117085d509cbcf7b18f677906824e4bace598fb70d2 \
-    --hash=sha256:398447f3d8c0c786cbf1209711e79080a40761eb44b27cdafffb48f52bcec258 \
-    --hash=sha256:4ba4bd646e86de16160f0fb72e31c3b9b7d0721c3e5b26b9fa2fc931dfdb2652 \
-    --hash=sha256:5664fd1a9ea7f244487ac8f10340c4e37664675e8667d6fee420766e0fb3cf08 \
-    --hash=sha256:583b7f8e3c49486e4d489ad1deacfb8d5be54a8ef34d6df824f6a171f8511d99 \
-    --hash=sha256:596ecaca36367027d525b3b426d8a8208169d09edcf8c7506aceb3a38bfb55c7 \
-    --hash=sha256:5c1015318e4fec75dd4943ad5f6a206d9727adf97410d58b7e32ab644a807914 \
-    --hash=sha256:66929e2ea2810c6533a5184f938502cfdaea4bc3efb7130d8cc02e1c1b4108d6 \
-    --hash=sha256:6ec722ee589e89a89f5b7574f5c45604030aa6ae24cb2c751e2707193b466fed \
-    --hash=sha256:6f68576bb4bbf6060c7ab047b1574a1ebe5c50a17de62830079967b211059ebb \
-    --hash=sha256:7473a8ed9ed09aeaa191301244a5a9dbe46fe0bf54f9d6cd21d83044c3321217 \
-    --hash=sha256:7b0c6d57ab00dae9529f3faf187f2254ea0aa1e04215cf2f1a8ec277c96661bc \
-    --hash=sha256:7b4c32e232a71f63a5d00259ca3d88345ce2a43295bb049d21061f338124246f \
-    --hash=sha256:8177ec9676ea6e1793c8a084a90b65a9f778771998eb919d05db6d4b1c0b114c \
-    --hash=sha256:839565cbf14645952d933853e8ade66a463684ed6ed6c9345d0faf1f0e868877 \
-    --hash=sha256:875cb7764708b3132637f6c5fb385b16eeba0f7ac9fa45a69d35e09b47045801 \
-    --hash=sha256:8a44788d9d91df72d1a5eac49b31aeb887a5f4aab761b4cffc4196c74907ea85 \
-    --hash=sha256:8b4eb332f9501cb1cd3d4d099374a1e1306783ff95489a1026bde9eb02ccc34a \
-    --hash=sha256:906306ac7afe2156fcf0042173d6ebbb05416af70f6b370967b47f8f00103bbb \
-    --hash=sha256:992775c9fbe2cf794786fa0ffca7f09f564ba3499b8fe9f2f80bd7197db60383 \
-    --hash=sha256:996a4d1834524adbb423385d5a629b868ef9d774670856c63c9a0408a3063401 \
-    --hash=sha256:9a52f254ce051e196b8fe2af4634c2d2f02c981756c6464dc192f1b6050b4e28 \
-    --hash=sha256:9d0ced62b59e0430b3690dbc5373df1c2aa7585e9a8ce38eff87f0fd993c5b01 \
-    --hash=sha256:a140761c4ff63d0cb9256ac752f230460ee225ccef4ad8f68affc723c88e2036 \
-    --hash=sha256:a184b2ea57b13680ab6d5fbde99ccef152c95c06746cb7718c583abd8f945ccc \
-    --hash=sha256:a3db56f153bd4c5c2b619ab02c5db5192e222150ce5a1bc10f16164714bc39ac \
-    --hash=sha256:a46b2f450bc79e06ef3b6394f0c68660529ed51692606ad7f953fc2e448bc903 \
-    --hash=sha256:a884aef09d45ba1206712c7dbda5829562d3fea7726935d3289d343232ecb0d3 \
-    --hash=sha256:b2cf105cee600d2de04ca3cfa1f74f1127f8455b71dbad02b9da6ec266e116d6 \
-    --hash=sha256:b33a7884fabd72bdf5f910d0cf46be50dce86a0362a65cfc746a4168c67eb96c \
-    --hash=sha256:b42d86938e8dda1cd9a1a87a6d82f1818eaf933348429653559a458d027446da \
-    --hash=sha256:b6379e7546ba4ae4b18f8ae2b9bc5960936007a1c0e30b342f662577e8bc3299 \
-    --hash=sha256:c7420a2696a44650120cdd269a5d2e56a477e2bfa9d95e86229059beb1c19e15 \
-    --hash=sha256:c8651e0d4b3bdeda6602b85fdc2abbefc1b41e573ecb37b6779c4ca50753a199 \
-    --hash=sha256:d066ea419f719ed87bc2c99a4a4bfd77c2e5949cb724588b9dd58f3fd90b92bf \
-    --hash=sha256:e6c58beb17380f7c2ea181ea11e7db8c0ceb474c9dd45f48e71e2cb577d146a1 \
-    --hash=sha256:e852d9dda9f93ad3651ae1e3bb770eac544ec93c3807888798eccddf84596537 \
-    --hash=sha256:ec3681a0cb34c255d76dd9d865a55f260164adb9fa02628415cdc2d43ee2c05d \
-    --hash=sha256:ee0c0b3b35b34f782afc673d503167157094a16f442ace7c6c5e0ca80b08f50c \
-    --hash=sha256:eedacb5c5d22b7097482fa834bda0dafa3d914a4e829ec83cdea2a01f8c813c4 \
-    --hash=sha256:ef00af0439ebfee806b25f24c8f92109157ff3fac5731dc7867957812e87b8d9 \
-    --hash=sha256:f0e8817c7d1a0c2eedebf57ef9a9896f3ea23324769a9a2061a80fe8852705ed \
-    --hash=sha256:f3d5be054c461d6a2268831f04091dc82753176f6ea06dc6047a5e168265a987 \
-    --hash=sha256:f4b5c37a5f40e4d733d3bbaaef082149bee5a5ea3156a785ff64d949bd1353fa
+fonttools==4.61.1 \
+    --hash=sha256:0de30bfe7745c0d1ffa2b0b7048fb7123ad0d71107e10ee090fa0b16b9452e87 \
+    --hash=sha256:10d88e55330e092940584774ee5e8a6971b01fc2f4d3466a1d6c158230880796 \
+    --hash=sha256:11f35ad7805edba3aac1a3710d104592df59f4b957e30108ae0ba6c10b11dd75 \
+    --hash=sha256:15acc09befd16a0fb8a8f62bc147e1a82817542d72184acca9ce6e0aeda9fa6d \
+    --hash=sha256:17d2bf5d541add43822bcf0c43d7d847b160c9bb01d15d5007d84e2217aaa371 \
+    --hash=sha256:2180f14c141d2f0f3da43f3a81bc8aa4684860f6b0e6f9e165a4831f24e6a23b \
+    --hash=sha256:21e7c8d76f62ab13c9472ccf74515ca5b9a761d1bde3265152a6dc58700d895b \
+    --hash=sha256:41a7170d042e8c0024703ed13b71893519a1a6d6e18e933e3ec7507a2c26a4b2 \
+    --hash=sha256:41ed4b5ec103bd306bb68f81dc166e77409e5209443e5773cb4ed837bcc9b0d3 \
+    --hash=sha256:497c31ce314219888c0e2fce5ad9178ca83fe5230b01a5006726cdf3ac9f24d9 \
+    --hash=sha256:4c1b526c8d3f615a7b1867f38a9410849c8f4aef078535742198e942fba0e9bd \
+    --hash=sha256:4d7092bb38c53bbc78e9255a59158b150bcdc115a1e3b3ce0b5f267dc35dd63c \
+    --hash=sha256:4f5686e1fe5fce75d82d93c47a438a25bf0d1319d2843a926f741140b2b16e0c \
+    --hash=sha256:58b0ee0ab5b1fc9921eccfe11d1435added19d6494dde14e323f25ad2bc30c56 \
+    --hash=sha256:5ce02f38a754f207f2f06557523cd39a06438ba3aafc0639c477ac409fc64e37 \
+    --hash=sha256:5fade934607a523614726119164ff621e8c30e8fa1ffffbbd358662056ba69f0 \
+    --hash=sha256:5fe9fd43882620017add5eabb781ebfbc6998ee49b35bd7f8f79af1f9f99a958 \
+    --hash=sha256:64102ca87e84261419c3747a0d20f396eb024bdbeb04c2bfb37e2891f5fadcb5 \
+    --hash=sha256:664c5a68ec406f6b1547946683008576ef8b38275608e1cee6c061828171c118 \
+    --hash=sha256:6675329885c44657f826ef01d9e4fb33b9158e9d93c537d84ad8399539bc6f69 \
+    --hash=sha256:75c1a6dfac6abd407634420c93864a1e274ebc1c7531346d9254c0d8f6ca00f9 \
+    --hash=sha256:75da8f28eff26defba42c52986de97b22106cb8f26515b7c22443ebc9c2d3261 \
+    --hash=sha256:77efb033d8d7ff233385f30c62c7c79271c8885d5c9657d967ede124671bbdfb \
+    --hash=sha256:78a7d3ab09dc47ac1a363a493e6112d8cabed7ba7caad5f54dbe2f08676d1b47 \
+    --hash=sha256:7c7db70d57e5e1089a274cbb2b1fd635c9a24de809a231b154965d415d6c6d24 \
+    --hash=sha256:8c56c488ab471628ff3bfa80964372fc13504ece601e0d97a78ee74126b2045c \
+    --hash=sha256:91669ccac46bbc1d09e9273546181919064e8df73488ea087dcac3e2968df9ba \
+    --hash=sha256:9b666a475a65f4e839d3d10473fad6d47e0a9db14a2f4a224029c5bfde58ad2c \
+    --hash=sha256:9cfef3ab326780c04d6646f68d4b4742aae222e8b8ea1d627c74e38afcbc9d91 \
+    --hash=sha256:a13fc8aeb24bad755eea8f7f9d409438eb94e82cf86b08fe77a03fbc8f6a96b1 \
+    --hash=sha256:a75c301f96db737e1c5ed5fd7d77d9c34466de16095a266509e13da09751bd19 \
+    --hash=sha256:a76d4cb80f41ba94a6691264be76435e5f72f2cb3cab0b092a6212855f71c2f6 \
+    --hash=sha256:aed04cabe26f30c1647ef0e8fbb207516fd40fe9472e9439695f5c6998e60ac5 \
+    --hash=sha256:b148b56f5de675ee16d45e769e69f87623a4944f7443850bf9a9376e628a89d2 \
+    --hash=sha256:b501c862d4901792adaec7c25b1ecc749e2662543f68bb194c42ba18d6eec98d \
+    --hash=sha256:b846a1fcf8beadeb9ea4f44ec5bdde393e2f1569e17d700bfc49cd69bde75881 \
+    --hash=sha256:b931ae8f62db78861b0ff1ac017851764602288575d65b8e8ff1963fed419063 \
+    --hash=sha256:c33ab3ca9d3ccd581d58e989d67554e42d8d4ded94ab3ade3508455fe70e65f7 \
+    --hash=sha256:c6604b735bb12fef8e0efd5578c9fb5d3d8532d5001ea13a19cddf295673ee09 \
+    --hash=sha256:d8db08051fc9e7d8bc622f2112511b8107d8f27cd89e2f64ec45e9825e8288da \
+    --hash=sha256:d9203500f7c63545b4ce3799319fe4d9feb1a1b89b28d3cb5abd11b9dd64147e \
+    --hash=sha256:dc492779501fa723b04d0ab1f5be046797fee17d27700476edc7ee9ae535a61e \
+    --hash=sha256:e6bcdf33aec38d16508ce61fd81838f24c83c90a1d1b8c68982857038673d6b8 \
+    --hash=sha256:e76ce097e3c57c4bcb67c5aa24a0ecdbd9f74ea9219997a707a4061fbe2707aa \
+    --hash=sha256:eff1ac3cc66c2ac7cda1e64b4e2f3ffef474b7335f92fc3833fc632d595fcee6 \
+    --hash=sha256:f3cb4a569029b9f291f88aafc927dd53683757e640081ca8c412781ea144565e \
+    --hash=sha256:f79b168428351d11e10c5aeb61a74e1851ec221081299f4cf56036a95431c43a \
+    --hash=sha256:fa646ecec9528bef693415c79a86e733c70a4965dd938e9a226b0fc64c9d2e6c \
+    --hash=sha256:fe2efccb324948a11dd09d22136fe2ac8a97d6c1347cf0b58a911dcd529f66b7 \
+    --hash=sha256:fff4f534200a04b4a36e7ae3cb74493afe807b517a09e99cb4faa89a34ed6ecd
     # via
     #   -r requirements-dev.in
     #   matplotlib
@@ -601,9 +592,9 @@ gitdb==4.0.12 \
     # via
     #   -r requirements-dev.in
     #   gitpython
-gitpython==3.1.45 \
-    --hash=sha256:85b0ee964ceddf211c41b9f27a49086010a190fd8132a24e21f362a4b36a791c \
-    --hash=sha256:8908cb2e02fb3b93b7eb0f2827125cb699869470432cc885f019b8fd0fccff77
+gitpython==3.1.46 \
+    --hash=sha256:400124c7d0ef4ea03f7310ac2fbf7151e09ff97f2a3288d64a440c584a29c37f \
+    --hash=sha256:79812ed143d9d25b6d176a10bb511de0f9c67b1fa641d82097b0ab90398a2058
     # via
     #   -r requirements-dev.in
     #   mozilla-metric-config-parser
@@ -615,22 +606,22 @@ google-api-core[grpc]==2.28.1 \
     #   google-cloud-bigquery
     #   google-cloud-bigquery-storage
     #   google-cloud-core
-google-auth==2.42.1 \
-    --hash=sha256:30178b7a21aa50bffbdc1ffcb34ff770a2f65c712170ecd5446c4bef4dc2b94e \
-    --hash=sha256:eb73d71c91fc95dbd221a2eb87477c278a355e7367a35c0d84e6b0e5f9b4ad11
+google-auth==2.47.0 \
+    --hash=sha256:833229070a9dfee1a353ae9877dcd2dec069a8281a4e72e72f77d4a70ff945da \
+    --hash=sha256:c516d68336bfde7cf0da26aab674a36fedcf04b37ac4edd59c597178760c3498
     # via
     #   -r requirements-dev.in
     #   google-api-core
     #   google-cloud-bigquery
     #   google-cloud-bigquery-storage
     #   google-cloud-core
-google-cloud-bigquery==3.38.0 \
-    --hash=sha256:8afcb7116f5eac849097a344eb8bfda78b7cfaae128e60e019193dd483873520 \
-    --hash=sha256:e06e93ff7b245b239945ef59cb59616057598d369edac457ebf292bd61984da6
+google-cloud-bigquery==3.40.0 \
+    --hash=sha256:0469bcf9e3dad3cab65b67cce98180c8c0aacf3253d47f0f8e976f299b49b5ab \
+    --hash=sha256:b3ccb11caf0029f15b29569518f667553fe08f6f1459b959020c83fbbd8f2e68
     # via -r requirements-dev.in
-google-cloud-bigquery-storage==2.34.0 \
-    --hash=sha256:221740a991b3173027ebb0f3aa5f06c65bdf90fc4eb1b71da798093b6bf6d22d \
-    --hash=sha256:5c1b55f2a33bfb0730cf5a2f7e4f0cc6a7166d9026142ab78c2ffd5130884c46
+google-cloud-bigquery-storage==2.36.0 \
+    --hash=sha256:1769e568070db672302771d2aec18341de10712aa9c4a8c549f417503e0149f0 \
+    --hash=sha256:d3c1ce9d2d3a4d7116259889dcbe3c7c70506f71f6ce6bbe54aa0a68bbba8f8f
     # via -r requirements-dev.in
 google-cloud-core==2.5.0 \
     --hash=sha256:67d977b41ae6c7211ee830c7912e41003ea8194bff15ae7d72fd6f51e57acabc \
@@ -638,53 +629,52 @@ google-cloud-core==2.5.0 \
     # via
     #   -r requirements-dev.in
     #   google-cloud-bigquery
-google-crc32c==1.7.1 \
-    --hash=sha256:0f99eaa09a9a7e642a61e06742856eec8b19fc0037832e03f941fe7cf0c8e4db \
-    --hash=sha256:19eafa0e4af11b0a4eb3974483d55d2d77ad1911e6cf6f832e1574f6781fd337 \
-    --hash=sha256:1c67ca0a1f5b56162951a9dae987988679a7db682d6f97ce0f6381ebf0fbea4c \
-    --hash=sha256:1f2b3522222746fff0e04a9bd0a23ea003ba3cccc8cf21385c564deb1f223242 \
-    --hash=sha256:22beacf83baaf59f9d3ab2bbb4db0fb018da8e5aebdce07ef9f09fce8220285e \
-    --hash=sha256:2bff2305f98846f3e825dbeec9ee406f89da7962accdb29356e4eadc251bd472 \
-    --hash=sha256:2d73a68a653c57281401871dd4aeebbb6af3191dcac751a76ce430df4d403194 \
-    --hash=sha256:32d1da0d74ec5634a05f53ef7df18fc646666a25efaaca9fc7dcfd4caf1d98c3 \
-    --hash=sha256:3bda0fcb632d390e3ea8b6b07bf6b4f4a66c9d02dcd6fbf7ba00a197c143f582 \
-    --hash=sha256:6335de12921f06e1f774d0dd1fbea6bf610abe0887a1638f64d694013138be5d \
-    --hash=sha256:6b211ddaf20f7ebeec5c333448582c224a7c90a9d98826fbab82c0ddc11348e6 \
-    --hash=sha256:6efb97eb4369d52593ad6f75e7e10d053cf00c48983f7a973105bc70b0ac4d82 \
-    --hash=sha256:6fbab4b935989e2c3610371963ba1b86afb09537fd0c633049be82afe153ac06 \
-    --hash=sha256:713121af19f1a617054c41f952294764e0c5443d5a5d9034b2cd60f5dd7e0349 \
-    --hash=sha256:754561c6c66e89d55754106739e22fdaa93fafa8da7221b29c8b8e8270c6ec8a \
-    --hash=sha256:7cc81b3a2fbd932a4313eb53cc7d9dde424088ca3a0337160f35d91826880c1d \
-    --hash=sha256:85fef7fae11494e747c9fd1359a527e5970fc9603c90764843caabd3a16a0a48 \
-    --hash=sha256:905a385140bf492ac300026717af339790921f411c0dfd9aa5a9e69a08ed32eb \
-    --hash=sha256:9fc196f0b8d8bd2789352c6a522db03f89e83a0ed6b64315923c396d7a932315 \
-    --hash=sha256:a8e9afc74168b0b2232fb32dd202c93e46b7d5e4bf03e66ba5dc273bb3559589 \
-    --hash=sha256:b07d48faf8292b4db7c3d64ab86f950c2e94e93a11fd47271c28ba458e4a0d76 \
-    --hash=sha256:b6d86616faaea68101195c6bdc40c494e4d76f41e07a37ffdef270879c15fb65 \
-    --hash=sha256:b7491bdc0c7564fcf48c0179d2048ab2f7c7ba36b84ccd3a3e1c3f7a72d3bba6 \
-    --hash=sha256:bb5e35dcd8552f76eed9461a23de1030920a3c953c1982f324be8f97946e7127 \
-    --hash=sha256:d68e17bad8f7dd9a49181a1f5a8f4b251c6dbc8cc96fb79f1d321dfd57d66f53 \
-    --hash=sha256:dcdf5a64adb747610140572ed18d011896e3b9ae5195f2514b7ff678c80f1603 \
-    --hash=sha256:df8b38bdaf1629d62d51be8bdd04888f37c451564c2042d36e5812da9eff3c35 \
-    --hash=sha256:e10554d4abc5238823112c2ad7e4560f96c7bf3820b202660373d769d9e6e4c9 \
-    --hash=sha256:e42e20a83a29aa2709a0cf271c7f8aefaa23b7ab52e53b322585297bb94d4638 \
-    --hash=sha256:ed66cbe1ed9cbaaad9392b5259b3eba4a9e565420d734e6238813c428c3336c9 \
-    --hash=sha256:ee6547b657621b6cbed3562ea7826c3e11cab01cd33b74e1f677690652883e77 \
-    --hash=sha256:f2226b6a8da04f1d9e61d3e357f2460b9551c5e6950071437e122c958a18ae14 \
-    --hash=sha256:fa8136cc14dd27f34a3221c0f16fd42d8a40e4778273e61a3c19aedaa44daf6b \
-    --hash=sha256:fc5319db92daa516b653600794d5b9f9439a9a121f3e162f94b0e1891c7933cb
+google-crc32c==1.8.0 \
+    --hash=sha256:014a7e68d623e9a4222d663931febc3033c5c7c9730785727de2a81f87d5bab8 \
+    --hash=sha256:01f126a5cfddc378290de52095e2c7052be2ba7656a9f0caf4bcd1bfb1833f8a \
+    --hash=sha256:0470b8c3d73b5f4e3300165498e4cf25221c7eb37f1159e221d1825b6df8a7ff \
+    --hash=sha256:119fcd90c57c89f30040b47c211acee231b25a45d225e3225294386f5d258288 \
+    --hash=sha256:14f87e04d613dfa218d6135e81b78272c3b904e2a7053b841481b38a7d901411 \
+    --hash=sha256:17446feb05abddc187e5441a45971b8394ea4c1b6efd88ab0af393fd9e0a156a \
+    --hash=sha256:19b40d637a54cb71e0829179f6cb41835f0fbd9e8eb60552152a8b52c36cbe15 \
+    --hash=sha256:2a3dc3318507de089c5384cc74d54318401410f82aa65b2d9cdde9d297aca7cb \
+    --hash=sha256:3b9776774b24ba76831609ffbabce8cdf6fa2bd5e9df37b594221c7e333a81fa \
+    --hash=sha256:3cc0c8912038065eafa603b238abf252e204accab2a704c63b9e14837a854962 \
+    --hash=sha256:3d488e98b18809f5e322978d4506373599c0c13e6c5ad13e53bb44758e18d215 \
+    --hash=sha256:3ebb04528e83b2634857f43f9bb8ef5b2bbe7f10f140daeb01b58f972d04736b \
+    --hash=sha256:450dc98429d3e33ed2926fc99ee81001928d63460f8538f21a5d6060912a8e27 \
+    --hash=sha256:4b8286b659c1335172e39563ab0a768b8015e88e08329fa5321f774275fc3113 \
+    --hash=sha256:57a50a9035b75643996fbf224d6661e386c7162d1dfdab9bc4ca790947d1007f \
+    --hash=sha256:61f58b28e0b21fcb249a8247ad0db2e64114e201e2e9b4200af020f3b6242c9f \
+    --hash=sha256:6f35aaffc8ccd81ba3162443fabb920e65b1f20ab1952a31b13173a67811467d \
+    --hash=sha256:71734788a88f551fbd6a97be9668a0020698e07b2bf5b3aa26a36c10cdfb27b2 \
+    --hash=sha256:864abafe7d6e2c4c66395c1eb0fe12dc891879769b52a3d56499612ca93b6092 \
+    --hash=sha256:86cfc00fe45a0ac7359e5214a1704e51a99e757d0272554874f419f79838c5f7 \
+    --hash=sha256:87b0072c4ecc9505cfa16ee734b00cd7721d20a0f595be4d40d3d21b41f65ae2 \
+    --hash=sha256:87fa445064e7db928226b2e6f0d5304ab4cd0339e664a4e9a25029f384d9bb93 \
+    --hash=sha256:89c17d53d75562edfff86679244830599ee0a48efc216200691de8b02ab6b2b8 \
+    --hash=sha256:8b3f68782f3cbd1bce027e48768293072813469af6a61a86f6bb4977a4380f21 \
+    --hash=sha256:a428e25fb7691024de47fecfbff7ff957214da51eddded0da0ae0e0f03a2cf79 \
+    --hash=sha256:b0d1a7afc6e8e4635564ba8aa5c0548e3173e41b6384d7711a9123165f582de2 \
+    --hash=sha256:ba6aba18daf4d36ad4412feede6221414692f44d17e5428bdd81ad3fc1eee5dc \
+    --hash=sha256:cb5c869c2923d56cb0c8e6bcdd73c009c36ae39b652dbe46a05eb4ef0ad01454 \
+    --hash=sha256:d511b3153e7011a27ab6ee6bb3a5404a55b994dc1a7322c0b87b29606d9790e2 \
+    --hash=sha256:db3fe8eaf0612fc8b20fa21a5f25bd785bc3cd5be69f8f3412b0ac2ffd49e733 \
+    --hash=sha256:e6584b12cb06796d285d09e33f63309a09368b9d806a551d8036a4207ea43697 \
+    --hash=sha256:f4b51844ef67d6cf2e9425983274da75f18b1597bb2c998e1c0a0e8d46f8f651 \
+    --hash=sha256:f639065ea2042d5c034bf258a9f085eaa7af0cd250667c0635a3118e8f92c69c
     # via
     #   -r requirements-dev.in
     #   google-resumable-media
-google-resumable-media==2.7.2 \
-    --hash=sha256:3ce7551e9fe6d99e9a126101d2536612bb73486721951e9562fee0f90c6ababa \
-    --hash=sha256:5280aed4629f2b60b847b0d42f9857fd4935c11af266744df33d8074cae92fe0
+google-resumable-media==2.8.0 \
+    --hash=sha256:dd14a116af303845a8d932ddae161a26e86cc229645bc98b39f026f9b1717582 \
+    --hash=sha256:f1157ed8b46994d60a1bc432544db62352043113684d4e030ee02e77ebe9a1ae
     # via
     #   -r requirements-dev.in
     #   google-cloud-bigquery
-googleapis-common-protos==1.71.0 \
-    --hash=sha256:1aec01e574e29da63c80ba9f7bbf1ccfaacf1da877f23609fe236ca7c72a2e2e \
-    --hash=sha256:59034a1d849dc4d18971997a72ac56246570afdd17f9369a0ff68218d50ab78c
+googleapis-common-protos==1.72.0 \
+    --hash=sha256:4299c5a82d5ae1a9702ada957347726b167f9f8d1fc352477702a1e851ff4038 \
+    --hash=sha256:e55a601c1b32b52d7a3e65f43563e2aa61bcd737998ee672ac9b951cd49319f5
     # via
     #   -r requirements-dev.in
     #   google-api-core
@@ -774,9 +764,9 @@ idna==3.11 \
     # via
     #   -r requirements-dev.in
     #   requests
-importlib-metadata==8.7.0 \
-    --hash=sha256:d13b81ad223b890aa16c5471f2ac3056cf76c5f10f82d6f9292f0b415f389000 \
-    --hash=sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd
+importlib-metadata==8.7.1 \
+    --hash=sha256:49fef1ae6440c182052f407c8d34a68f72efc36db9ca90dc0113398f2fdde8bb \
+    --hash=sha256:5a1f80bf1daa489495071efbb095d75a634cf28a8bc299581244063b53176151
     # via
     #   -r requirements-dev.in
     #   keyring
@@ -798,15 +788,15 @@ jaraco-classes==3.4.0 \
     # via
     #   -r requirements-dev.in
     #   keyring
-jaraco-context==6.0.1 \
-    --hash=sha256:9bae4ea555cf0b14938dc0aee7c9f32ed303aa20a3b73e7dc80111628792d1b3 \
-    --hash=sha256:f797fc481b490edb305122c9181830a3a5b76d84ef6d1aef2fb9b47ab956f9e4
+jaraco-context==6.0.2 \
+    --hash=sha256:55fc21af4b4f9ca94aa643b6ee7fe13b1e4c01abf3aeb98ca4ad9c80b741c786 \
+    --hash=sha256:953ae8dddb57b1d791bf72ea1009b32088840a7dd19b9ba16443f62be919ee57
     # via
     #   -r requirements-dev.in
     #   keyring
-jaraco-functools==4.3.0 \
-    --hash=sha256:227ff8ed6f7b8f62c56deff101545fa7543cf2c8e7b82a7c2116e672f29c26e8 \
-    --hash=sha256:cfd13ad0dd2c47a3600b439ef72d8615d482cedcff1632930d6f28924d92f294
+jaraco-functools==4.4.0 \
+    --hash=sha256:9eec1e36f45c818d9bf307c8948eb03b2b56cd44087b3cdc989abca1f20b9176 \
+    --hash=sha256:da21933b0417b89515562656547a77b4931f98176eb173644c0d35032a33d6bb
     # via
     #   -r requirements-dev.in
     #   keyring
@@ -823,9 +813,9 @@ jinja2==3.1.6 \
     # via
     #   -r requirements-dev.in
     #   mozilla-metric-config-parser
-jsonschema==4.25.1 \
-    --hash=sha256:3fba0169e345c7175110351d456342c364814cfcf3b964ba4587f22915230a63 \
-    --hash=sha256:e4a9655ce0da0c0b67a085847e00a3a51449e1157f4f75e9fb5aa545e122eb85
+jsonschema==4.26.0 \
+    --hash=sha256:0c26707e2efad8aa1bfc5b7ce170f3fccc2e4918ff85989ba9ffa9facb2be326 \
+    --hash=sha256:d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce
     # via
     #   -r requirements-dev.in
     #   mozilla-nimbus-schemas
@@ -835,9 +825,9 @@ jsonschema-specifications==2025.9.1 \
     # via
     #   -r requirements-dev.in
     #   jsonschema
-keyring==25.6.0 \
-    --hash=sha256:0b39998aa941431eb3d9b0d4b2460bc773b9df6fed7621c2dfb291a7e0187a66 \
-    --hash=sha256:552a3f7af126ece7ed5c89753650eec89c7eaae8617d0aa4d9ad2b75111266bd
+keyring==25.7.0 \
+    --hash=sha256:be4a0b195f149690c166e850609a477c532ddbfbaed96a404d4e43f8d5e2689f \
+    --hash=sha256:fe01bd85eb3f8fb3dd0405defdeac9a5b4f6f0439edbb3149577f244a2e8245b
     # via
     #   -r requirements-dev.in
     #   twine
@@ -946,6 +936,86 @@ kiwisolver==1.4.9 \
     # via
     #   -r requirements-dev.in
     #   matplotlib
+librt==0.7.7 \
+    --hash=sha256:067be973d90d9e319e6eb4ee2a9b9307f0ecd648b8a9002fa237289a4a07a9e7 \
+    --hash=sha256:0996c83b1cb43c00e8c87835a284f9057bc647abd42b5871e5f941d30010c832 \
+    --hash=sha256:0ecce0544d3db91a40f8b57ae26928c02130a997b540f908cefd4d279d6c5848 \
+    --hash=sha256:10c8fb9966f84737115513fecbaf257f9553d067a7dd45a69c2c7e5339e6a8dc \
+    --hash=sha256:142c2cd91794b79fd0ce113bd658993b7ede0fe93057668c2f98a45ca00b7e91 \
+    --hash=sha256:14ef0f4ac3728ffd85bfc58e2f2f48fb4ef4fa871876f13a73a7381d10a9f77c \
+    --hash=sha256:1908c3e5a5ef86b23391448b47759298f87f997c3bd153a770828f58c2bb4630 \
+    --hash=sha256:1bcd79be209313b270b0e1a51c67ae1af28adad0e0c7e84c3ad4b5cb57aaa75b \
+    --hash=sha256:23d2299ed007812cccc1ecef018db7d922733382561230de1f3954db28433977 \
+    --hash=sha256:23daa1ab0512bafdd677eb1bfc9611d8ffbe2e328895671e64cb34166bc1b8c8 \
+    --hash=sha256:2567cb48dc03e5b246927ab35cbb343376e24501260a9b5e30b8e255dca0d1d2 \
+    --hash=sha256:264720fc288c86039c091a4ad63419a5d7cabbf1c1c9933336a957ed2483e570 \
+    --hash=sha256:2987cf827011907d3dfd109f1be0d61e173d68b1270107bb0e89f2fca7f2ed6b \
+    --hash=sha256:2a85a1fc4ed11ea0eb0a632459ce004a2d14afc085a50ae3463cd3dfe1ce43fc \
+    --hash=sha256:3d1fe2e8df3268dd6734dba33ededae72ad5c3a859b9577bc00b715759c5aaab \
+    --hash=sha256:4353ee891a1834567e0302d4bd5e60f531912179578c36f3d0430f8c5e16b456 \
+    --hash=sha256:44d63ce643f34a903f09ff7ca355aae019a3730c7afd6a3c037d569beeb5d151 \
+    --hash=sha256:467dbd7443bda08338fc8ad701ed38cef48194017554f4c798b0a237904b3f99 \
+    --hash=sha256:4862cb2c702b1f905c0503b72d9d4daf65a7fdf5a9e84560e563471e57a56949 \
+    --hash=sha256:4bf3cc46d553693382d2abf5f5bd493d71bb0f50a7c0beab18aa13a5545c8900 \
+    --hash=sha256:4dcee2f921a8632636d1c37f1bbdb8841d15666d119aa61e5399c5268e7ce02e \
+    --hash=sha256:50d1d1ee813d2d1a3baf2873634ba506b263032418d16287c92ec1cc9c1a00cb \
+    --hash=sha256:5335890fea9f9e6c4fdf8683061b9ccdcbe47c6dc03ab8e9b68c10acf78be78d \
+    --hash=sha256:558a9e5a6f3cc1e20b3168fb1dc802d0d8fa40731f6e9932dcc52bbcfbd37111 \
+    --hash=sha256:5e419e0db70991b6ba037b70c1d5bbe92b20ddf82f31ad01d77a347ed9781398 \
+    --hash=sha256:6066c638cdf85ff92fc6f932d2d73c93a0e03492cdfa8778e6d58c489a3d7259 \
+    --hash=sha256:6ae8aec43117a645a31e5f60e9e3a0797492e747823b9bda6972d521b436b4e8 \
+    --hash=sha256:6b6f8ea465524aa4c7420c7cc4ca7d46fe00981de8debc67b1cc2e9957bb5b9d \
+    --hash=sha256:7b16ccaeff0ed4355dfb76fe1ea7a5d6d03b5ad27f295f77ee0557bc20a72495 \
+    --hash=sha256:7d13cc340b3b82134f8038a2bfe7137093693dcad8ba5773da18f95ad6b77a8a \
+    --hash=sha256:7ef28f2e7a016b29792fe0a2dd04dec75725b32a1264e390c366103f834a9c3a \
+    --hash=sha256:8185c8497d45164e256376f9da5aed2bb26ff636c798c9dabe313b90e9f25b28 \
+    --hash=sha256:81d957b069fed1890953c3b9c3895c7689960f233eea9a1d9607f71ce7f00b2c \
+    --hash=sha256:86f86b3b785487c7760247bcdac0b11aa8bf13245a13ed05206286135877564b \
+    --hash=sha256:8e92c8de62b40bfce91d5e12c6e8b15434da268979b1af1a6589463549d491e6 \
+    --hash=sha256:8f2f8dcf5ab9f80fb970c6fd780b398efb2f50c1962485eb8d3ab07788595a48 \
+    --hash=sha256:8f4a0b0a3c86ba9193a8e23bb18f100d647bf192390ae195d84dfa0a10fb6244 \
+    --hash=sha256:8f7a74cf3a80f0c3b0ec75b0c650b2f0a894a2cec57ef75f6f72c1e82cdac61d \
+    --hash=sha256:955c62571de0b181d9e9e0a0303c8bc90d47670a5eff54cf71bf5da61d1899cf \
+    --hash=sha256:983de36b5a83fe9222f4f7dcd071f9b1ac6f3f17c0af0238dadfb8229588f890 \
+    --hash=sha256:9b15e5d17812d4d629ff576699954f74e2cc24a02a4fc401882dd94f81daba45 \
+    --hash=sha256:9b4346b1225be26def3ccc6c965751c74868f0578cbcba293c8ae9168483d811 \
+    --hash=sha256:9b5fb1ecb2c35362eab2dbd354fd1efa5a8440d3e73a68be11921042a0edc0ff \
+    --hash=sha256:a10b8eebdaca6e9fdbaf88b5aefc0e324b763a5f40b1266532590d5afb268a4c \
+    --hash=sha256:a1f5cc41a570269d1be7a676655875e3a53de4992a9fa38efb7983e97cf73d7c \
+    --hash=sha256:a3bfe73a32bd0bdb9a87d586b05a23c0a1729205d79df66dee65bb2e40d671ba \
+    --hash=sha256:a487b71fbf8a9edb72a8c7a456dda0184642d99cd007bc819c0b7ab93676a8ee \
+    --hash=sha256:a609849aca463074c17de9cda173c276eb8fee9e441053529e7b9e249dc8b8ee \
+    --hash=sha256:a76f1d679beccccdf8c1958e732a1dfcd6e749f8821ee59d7bec009ac308c029 \
+    --hash=sha256:a7ea4e1fbd253e5c68ea0fe63d08577f9d288a73f17d82f652ebc61fa48d878d \
+    --hash=sha256:ab2a2a9cd7d044e1a11ca64a86ad3361d318176924bbe5152fbc69f99be20b8c \
+    --hash=sha256:ad3fc2d859a709baf9dd9607bb72f599b1cfb8a39eafd41307d0c3c4766763cb \
+    --hash=sha256:add4e0a000858fe9bb39ed55f31085506a5c38363e6eb4a1e5943a10c2bfc3d1 \
+    --hash=sha256:aea05f701ccd2a76b34f0daf47ca5068176ff553510b614770c90d76ac88df06 \
+    --hash=sha256:b8bb331aad734b059c4b450cd0a225652f16889e286b2345af5e2c3c625c3d85 \
+    --hash=sha256:bdb9f3d865b2dafe7f9ad7f30ef563c80d0ddd2fdc8cc9b8e4f242f475e34d75 \
+    --hash=sha256:c084841b879c4d9b9fa34e5d5263994f21aea7fd9c6add29194dbb41a6210536 \
+    --hash=sha256:c48c7e150c095d5e3cea7452347ba26094be905d6099d24f9319a8b475fcd3e0 \
+    --hash=sha256:c7e5070cf3ec92d98f57574da0224f8c73faf1ddd6d8afa0b8c9f6e86997bc74 \
+    --hash=sha256:c87654e29a35938baead1c4559858f346f4a2a7588574a14d784f300ffba0efd \
+    --hash=sha256:c8ffe3431d98cc043a14e88b21288b5ec7ee12cb01260e94385887f285ef9389 \
+    --hash=sha256:c9faaebb1c6212c20afd8043cd6ed9de0a47d77f91a6b5b48f4e46ed470703fe \
+    --hash=sha256:d1454899909d63cc9199a89fcc4f81bdd9004aef577d4ffc022e600c412d57f3 \
+    --hash=sha256:d6b7d93657332c817b8d674ef6bf1ab7796b4f7ce05e420fd45bd258a72ac804 \
+    --hash=sha256:dbc4900e95a98fc0729523be9d93a8fedebb026f32ed9ffc08acd82e3e181503 \
+    --hash=sha256:e40d20ae1722d6b8ea6acf4597e789604649dcd9c295eb7361a28225bc2e9e12 \
+    --hash=sha256:e4836c5645f40fbdc275e5670819bde5ab5f2e882290d304e3c6ddab1576a6d0 \
+    --hash=sha256:e4ab69fa37f8090f2d971a5d2bc606c7401170dbdae083c393d6cbf439cb45b8 \
+    --hash=sha256:ef7699b7a5a244b1119f85c5bbc13f152cd38240cbb2baa19b769433bae98e50 \
+    --hash=sha256:f0c8fe5aeadd8a0e5b0598f8a6ee3533135ca50fd3f20f130f9d72baf5c6ac58 \
+    --hash=sha256:f2cb63c49bc96847c3bb8dca350970e4dcd19936f391cfdfd057dcb37c4fa97e \
+    --hash=sha256:f4d4efb218264ecf0f8516196c9e2d1a0679d9fb3bb15df1155a35220062eba8 \
+    --hash=sha256:f683dcd49e2494a7535e30f779aa1ad6e3732a019d80abe1309ea91ccd3230e3 \
+    --hash=sha256:f83c971eb9d2358b6a18da51dc0ae00556ac7c73104dde16e9e14c15aaf685ca \
+    --hash=sha256:f8df32a99cc46eb0ee90afd9ada113ae2cafe7e8d673686cf03ec53e49635439 \
+    --hash=sha256:ff1fb2dfef035549565a4124998fadcb7a3d4957131ddf004a56edeb029626b3
+    # via
+    #   -r requirements-dev.in
+    #   mypy
 marginaleffects==0.1.4 \
     --hash=sha256:e9489d8604202b883fb158dde0d66eb890aa36ff3ba5305659a9db7db7ef897b \
     --hash=sha256:fbd615d9c95888ec98c3caf6a2492bb6c56184257925398d2223719ccfb30760
@@ -1049,62 +1119,62 @@ markupsafe==3.0.3 \
     # via
     #   -r requirements-dev.in
     #   jinja2
-matplotlib==3.10.7 \
-    --hash=sha256:07124afcf7a6504eafcb8ce94091c5898bbdd351519a1beb5c45f7a38c67e77f \
-    --hash=sha256:09d7945a70ea43bf9248f4b6582734c2fe726723204a76eca233f24cffc7ef67 \
-    --hash=sha256:0d8c32b7ea6fb80b1aeff5a2ceb3fb9778e2759e899d9beff75584714afcc5ee \
-    --hash=sha256:11ae579ac83cdf3fb72573bb89f70e0534de05266728740d478f0f818983c695 \
-    --hash=sha256:15112bcbaef211bd663fa935ec33313b948e214454d949b723998a43357b17b0 \
-    --hash=sha256:1d9d3713a237970569156cfb4de7533b7c4eacdd61789726f444f96a0d28f57f \
-    --hash=sha256:1e4bbad66c177a8fdfa53972e5ef8be72a5f27e6a607cec0d8579abd0f3102b1 \
-    --hash=sha256:2222c7ba2cbde7fe63032769f6eb7e83ab3227f47d997a8453377709b7fe3a5a \
-    --hash=sha256:22df30ffaa89f6643206cf13877191c63a50e8f800b038bc39bee9d2d4957632 \
-    --hash=sha256:31963603041634ce1a96053047b40961f7a29eb8f9a62e80cc2c0427aa1d22a2 \
-    --hash=sha256:37a1fea41153dd6ee061d21ab69c9cf2cf543160b1b85d89cd3d2e2a7902ca4c \
-    --hash=sha256:3886e47f64611046bc1db523a09dd0a0a6bed6081e6f90e13806dd1d1d1b5e91 \
-    --hash=sha256:4645fc5d9d20ffa3a39361fcdbcec731382763b623b72627806bf251b6388866 \
-    --hash=sha256:4a11c2e9e72e7de09b7b72e62f3df23317c888299c875e2b778abf1eda8c0a42 \
-    --hash=sha256:4a74f79fafb2e177f240579bc83f0b60f82cc47d2f1d260f422a0627207008ca \
-    --hash=sha256:4c14b6acd16cddc3569a2d515cfdd81c7a68ac5639b76548cfc1a9e48b20eb65 \
-    --hash=sha256:53b492410a6cd66c7a471de6c924f6ede976e963c0f3097a3b7abfadddc67d0a \
-    --hash=sha256:53cc80662dd197ece414dd5b66e07370201515a3eaf52e7c518c68c16814773b \
-    --hash=sha256:5c09cf8f2793f81368f49f118b6f9f937456362bee282eac575cca7f84cda537 \
-    --hash=sha256:5e38c2d581d62ee729a6e144c47a71b3f42fb4187508dbbf4fe71d5612c3433b \
-    --hash=sha256:5f3f6d315dcc176ba7ca6e74c7768fb7e4cf566c49cb143f6bc257b62e634ed8 \
-    --hash=sha256:6516ce375109c60ceec579e699524e9d504cd7578506f01150f7a6bc174a775e \
-    --hash=sha256:667ecd5d8d37813a845053d8f5bf110b534c3c9f30e69ebd25d4701385935a6d \
-    --hash=sha256:6f1851eab59ca082c95df5a500106bad73672645625e04538b3ad0f69471ffcc \
-    --hash=sha256:702590829c30aada1e8cef0568ddbffa77ca747b4d6e36c6d173f66e301f89cc \
-    --hash=sha256:7146d64f561498764561e9cd0ed64fcf582e570fc519e6f521e2d0cfd43365e1 \
-    --hash=sha256:744991e0cc863dd669c8dc9136ca4e6e0082be2070b9d793cbd64bec872a6815 \
-    --hash=sha256:786656bb13c237bbcebcd402f65f44dd61ead60ee3deb045af429d889c8dbc67 \
-    --hash=sha256:7a0edb7209e21840e8361e91ea84ea676658aa93edd5f8762793dec77a4a6748 \
-    --hash=sha256:7ac81eee3b7c266dd92cee1cd658407b16c57eed08c7421fa354ed68234de380 \
-    --hash=sha256:90ad854c0a435da3104c01e2c6f0028d7e719b690998a2333d7218db80950722 \
-    --hash=sha256:9257be2f2a03415f9105c486d304a321168e61ad450f6153d77c69504ad764bb \
-    --hash=sha256:932c55d1fa7af4423422cb6a492a31cbcbdbe68fd1a9a3f545aa5e7a143b5355 \
-    --hash=sha256:a06ba7e2a2ef9131c79c49e63dad355d2d878413a0376c1727c8b9335ff731c7 \
-    --hash=sha256:aebed7b50aa6ac698c90f60f854b47e48cd2252b30510e7a1feddaf5a3f72cbf \
-    --hash=sha256:b172db79759f5f9bc13ef1c3ef8b9ee7b37b0247f987fbbbdaa15e4f87fd46a9 \
-    --hash=sha256:b3c4ea4948d93c9c29dc01c0c23eef66f2101bf75158c291b88de6525c55c3d1 \
-    --hash=sha256:b498e9e4022f93de2d5a37615200ca01297ceebbb56fe4c833f46862a490f9e3 \
-    --hash=sha256:b4d41379b05528091f00e1728004f9a8d7191260f3862178b88e8fd770206318 \
-    --hash=sha256:b69676845a0a66f9da30e87f48be36734d6748024b525ec4710be40194282c84 \
-    --hash=sha256:c17398b709a6cce3d9fdb1595c33e356d91c098cd9486cb2cc21ea2ea418e715 \
-    --hash=sha256:c380371d3c23e0eadf8ebff114445b9f970aff2010198d498d4ab4c3b41eea4f \
-    --hash=sha256:cb783436e47fcf82064baca52ce748af71725d0352e1d31564cbe9c95df92b9c \
-    --hash=sha256:cc1c51b846aca49a5a8b44fbba6a92d583a35c64590ad9e1e950dc88940a4297 \
-    --hash=sha256:d0b181e9fa8daf1d9f2d4c547527b167cb8838fc587deabca7b5c01f97199e84 \
-    --hash=sha256:d2a959c640cdeecdd2ec3136e8ea0441da59bcaf58d67e9c590740addba2cb68 \
-    --hash=sha256:d5f256d49fea31f40f166a5e3131235a5d2f4b7f44520b1cf0baf1ce568ccff0 \
-    --hash=sha256:d883460c43e8c6b173fef244a2341f7f7c0e9725c7fe68306e8e44ed9c8fb100 \
-    --hash=sha256:d8eb7194b084b12feb19142262165832fc6ee879b945491d1c3d4660748020c4 \
-    --hash=sha256:d9749313deb729f08207718d29c86246beb2ea3fdba753595b55901dee5d2fd6 \
-    --hash=sha256:de66744b2bb88d5cd27e80dfc2ec9f0517d0a46d204ff98fe9e5f2864eb67657 \
-    --hash=sha256:e91f61a064c92c307c5a9dc8c05dc9f8a68f0a3be199d9a002a0622e13f874a1 \
-    --hash=sha256:f19410b486fdd139885ace124e57f938c1e6a3210ea13dd29cab58f5d4bc12c7 \
-    --hash=sha256:f79d5de970fc90cd5591f60053aecfce1fcd736e0303d9f0bf86be649fa68fb8 \
-    --hash=sha256:fba2974df0bf8ce3c995fa84b79cde38326e0f7b5409e7a3a481c1141340bcf7
+matplotlib==3.10.8 \
+    --hash=sha256:00270d217d6b20d14b584c521f810d60c5c78406dc289859776550df837dcda7 \
+    --hash=sha256:0a33deb84c15ede243aead39f77e990469fff93ad1521163305095b77b72ce4a \
+    --hash=sha256:113bb52413ea508ce954a02c10ffd0d565f9c3bc7f2eddc27dfe1731e71c7b5f \
+    --hash=sha256:12d90df9183093fcd479f4172ac26b322b1248b15729cb57f42f71f24c7e37a3 \
+    --hash=sha256:15d30132718972c2c074cd14638c7f4592bd98719e2308bccea40e0538bc0cb5 \
+    --hash=sha256:18821ace09c763ec93aef5eeff087ee493a24051936d7b9ebcad9662f66501f9 \
+    --hash=sha256:1ae029229a57cd1e8fe542485f27e7ca7b23aa9e8944ddb4985d0bc444f1eca2 \
+    --hash=sha256:2299372c19d56bcd35cf05a2738308758d32b9eaed2371898d8f5bd33f084aa3 \
+    --hash=sha256:238b7ce5717600615c895050239ec955d91f321c209dd110db988500558e70d6 \
+    --hash=sha256:24d50994d8c5816ddc35411e50a86ab05f575e2530c02752e02538122613371f \
+    --hash=sha256:25d380fe8b1dc32cf8f0b1b448470a77afb195438bafdf1d858bfb876f3edf7b \
+    --hash=sha256:2c1998e92cd5999e295a731bcb2911c75f597d937341f3030cc24ef2733d78a8 \
+    --hash=sha256:2cf5bd12cecf46908f286d7838b2abc6c91cda506c0445b8223a7c19a00df008 \
+    --hash=sha256:32f8dce744be5569bebe789e46727946041199030db8aeb2954d26013a0eb26b \
+    --hash=sha256:37b3c1cc42aa184b3f738cfa18c1c1d72fd496d85467a6cf7b807936d39aa656 \
+    --hash=sha256:3a48a78d2786784cc2413e57397981fb45c79e968d99656706018d6e62e57958 \
+    --hash=sha256:3ab4aabc72de4ff77b3ec33a6d78a68227bf1123465887f9905ba79184a1cc04 \
+    --hash=sha256:3c624e43ed56313651bc18a47f838b60d7b8032ed348911c54906b130b20071b \
+    --hash=sha256:3f2e409836d7f5ac2f1c013110a4d50b9f7edc26328c108915f9075d7d7a91b6 \
+    --hash=sha256:3f5c3e4da343bba819f0234186b9004faba952cc420fbc522dc4e103c1985908 \
+    --hash=sha256:41703cc95688f2516b480f7f339d8851a6035f18e100ee6a32bc0b8536a12a9c \
+    --hash=sha256:495672de149445ec1b772ff2c9ede9b769e3cb4f0d0aa7fa730d7f59e2d4e1c1 \
+    --hash=sha256:4cf267add95b1c88300d96ca837833d4112756045364f5c734a2276038dae27d \
+    --hash=sha256:56271f3dac49a88d7fca5060f004d9d22b865f743a12a23b1e937a0be4818ee1 \
+    --hash=sha256:595ba4d8fe983b88f0eec8c26a241e16d6376fe1979086232f481f8f3f67494c \
+    --hash=sha256:5f62550b9a30afde8c1c3ae450e5eb547d579dd69b25c2fc7a1c67f934c1717a \
+    --hash=sha256:646d95230efb9ca614a7a594d4fcacde0ac61d25e37dd51710b36477594963ce \
+    --hash=sha256:64fcc24778ca0404ce0cb7b6b77ae1f4c7231cdd60e6778f999ee05cbd581b9a \
+    --hash=sha256:6be43b667360fef5c754dda5d25a32e6307a03c204f3c0fc5468b78fa87b4160 \
+    --hash=sha256:6da7c2ce169267d0d066adcf63758f0604aa6c3eebf67458930f9d9b79ad1db1 \
+    --hash=sha256:83d282364ea9f3e52363da262ce32a09dfe241e4080dcedda3c0db059d3c1f11 \
+    --hash=sha256:9153c3292705be9f9c64498a8872118540c3f4123d1a1c840172edf262c8be4a \
+    --hash=sha256:99eefd13c0dc3b3c1b4d561c1169e65fe47aab7b8158754d7c084088e2329466 \
+    --hash=sha256:a0a7f52498f72f13d4a25ea70f35f4cb60642b466cbb0a9be951b5bc3f45a486 \
+    --hash=sha256:a2b336e2d91a3d7006864e0990c83b216fcdca64b5a6484912902cef87313d78 \
+    --hash=sha256:a48f2b74020919552ea25d222d5cc6af9ca3f4eb43a93e14d068457f545c2a17 \
+    --hash=sha256:ad3d9833a64cf48cc4300f2b406c3d0f4f4724a91c0bd5640678a6ba7c102077 \
+    --hash=sha256:b44d07310e404ba95f8c25aa5536f154c0a8ec473303535949e52eb71d0a1565 \
+    --hash=sha256:b53285e65d4fa4c86399979e956235deb900be5baa7fc1218ea67fbfaeaadd6f \
+    --hash=sha256:b5a2b97dbdc7d4f353ebf343744f1d1f1cca8aa8bfddb4262fcf4306c3761d50 \
+    --hash=sha256:b9a5ca4ac220a0cdd1ba6bcba3608547117d30468fefce49bb26f55c1a3d5c58 \
+    --hash=sha256:bab485bcf8b1c7d2060b4fcb6fc368a9e6f4cd754c9c2fea281f4be21df394a2 \
+    --hash=sha256:c108a1d6fa78a50646029cb6d49808ff0fc1330fda87fa6f6250c6b5369b6645 \
+    --hash=sha256:d56a1efd5bfd61486c8bc968fa18734464556f0fb8e51690f4ac25d85cbbbbc2 \
+    --hash=sha256:d9050fee89a89ed57b4fb2c1bfac9a3d0c57a0d55aed95949eedbc42070fea39 \
+    --hash=sha256:dd80ecb295460a5d9d260df63c43f4afbdd832d725a531f008dad1664f458adf \
+    --hash=sha256:e8ea3e2d4066083e264e75c829078f9e149fa119d27e19acd503de65e0b13149 \
+    --hash=sha256:eb3823f11823deade26ce3b9f40dcb4a213da7a670013929f31d5f5ed1055b22 \
+    --hash=sha256:ee40c27c795bda6a5292e9cff9890189d32f7e3a0bf04e0e3c9430c4a00c37df \
+    --hash=sha256:efb30e3baaea72ce5928e32bab719ab4770099079d66726a62b11b1ef7273be4 \
+    --hash=sha256:f254d118d14a7f99d616271d6c3c27922c092dac11112670b157798b89bf4933 \
+    --hash=sha256:f89c151aab2e2e23cb3fe0acad1e8b82841fd265379c4cecd0f3fcb34c15e0f6 \
+    --hash=sha256:f97aeb209c3d2511443f8797e3e5a569aebb040d4f8bc79aa3ee78a8fb9e3dd8 \
+    --hash=sha256:f9b587c9c7274c1613a30afabf65a272114cd6cdbe67b3406f818c79d7ab2e2a \
+    --hash=sha256:fb061f596dad3a0f52b60dc6a5dec4a0c300dec41e058a7efe09256188d170b7
     # via
     #   -r requirements-dev.in
     #   plotnine
@@ -1131,8 +1201,8 @@ more-itertools==10.8.0 \
     #   -r requirements-dev.in
     #   jaraco-classes
     #   jaraco-functools
-mozilla-metric-config-parser==2025.8.1 \
-    --hash=sha256:659ec7ea9ab039557a821c5d012ab30e55b49608afc1216ecea7fa093bf7df09
+mozilla-metric-config-parser==2025.12.1 \
+    --hash=sha256:0998e40963060928ce96921b8f52d30fb1300c465c04eb0d1d2725d4a416a544
     # via -r requirements-dev.in
 mozilla-nimbus-schemas==3001.0.0 \
     --hash=sha256:25b89f8ce1e547b383e067023027b84bdbd01cc32b0375dcc5446df737ded533 \
@@ -1140,45 +1210,45 @@ mozilla-nimbus-schemas==3001.0.0 \
     # via
     #   -r requirements-dev.in
     #   mozilla-metric-config-parser
-mypy==1.18.2 \
-    --hash=sha256:01199871b6110a2ce984bde85acd481232d17413868c9807e95c1b0739a58914 \
-    --hash=sha256:030c52d0ea8144e721e49b1f68391e39553d7451f0c3f8a7565b59e19fcb608b \
-    --hash=sha256:06a398102a5f203d7477b2923dda3634c36727fa5c237d8f859ef90c42a9924b \
-    --hash=sha256:07b8b0f580ca6d289e69209ec9d3911b4a26e5abfde32228a288eb79df129fcc \
-    --hash=sha256:0e2785a84b34a72ba55fb5daf079a1003a34c05b22238da94fcae2bbe46f3544 \
-    --hash=sha256:1331eb7fd110d60c24999893320967594ff84c38ac6d19e0a76c5fd809a84c86 \
-    --hash=sha256:1379451880512ffce14505493bd9fe469e0697543717298242574882cf8cdb8d \
-    --hash=sha256:20c02215a080e3a2be3aa50506c67242df1c151eaba0dcbc1e4e557922a26075 \
-    --hash=sha256:22a1748707dd62b58d2ae53562ffc4d7f8bcc727e8ac7cbc69c053ddc874d47e \
-    --hash=sha256:22f27105f1525ec024b5c630c0b9f36d5c1cc4d447d61fe51ff4bd60633f47ac \
-    --hash=sha256:25a9c8fb67b00599f839cf472713f54249a62efd53a54b565eb61956a7e3296b \
-    --hash=sha256:33eca32dd124b29400c31d7cf784e795b050ace0e1f91b8dc035672725617e34 \
-    --hash=sha256:3ca30b50a51e7ba93b00422e486cbb124f1c56a535e20eff7b2d6ab72b3b2e37 \
-    --hash=sha256:448acd386266989ef11662ce3c8011fd2a7b632e0ec7d61a98edd8e27472225b \
-    --hash=sha256:592ec214750bc00741af1f80cbf96b5013d81486b7bb24cb052382c19e40b428 \
-    --hash=sha256:5d6c838e831a062f5f29d11c9057c6009f60cb294fea33a98422688181fe2893 \
-    --hash=sha256:62f0e1e988ad41c2a110edde6c398383a889d95b36b3e60bcf155f5164c4fdce \
-    --hash=sha256:664dc726e67fa54e14536f6e1224bcfce1d9e5ac02426d2326e2bb4e081d1ce8 \
-    --hash=sha256:6ca1e64b24a700ab5ce10133f7ccd956a04715463d30498e64ea8715236f9c9c \
-    --hash=sha256:749b5f83198f1ca64345603118a6f01a4e99ad4bf9d103ddc5a3200cc4614adf \
-    --hash=sha256:776bb00de1778caf4db739c6e83919c1d85a448f71979b6a0edd774ea8399341 \
-    --hash=sha256:7a780ca61fc239e4865968ebc5240bb3bf610ef59ac398de9a7421b54e4a207e \
-    --hash=sha256:7ab28cc197f1dd77a67e1c6f35cd1f8e8b73ed2217e4fc005f9e6a504e46e7ba \
-    --hash=sha256:7fb95f97199ea11769ebe3638c29b550b5221e997c63b14ef93d2e971606ebed \
-    --hash=sha256:807d9315ab9d464125aa9fcf6d84fde6e1dc67da0b6f80e7405506b8ac72bc7f \
-    --hash=sha256:8795a039bab805ff0c1dfdb8cd3344642c2b99b8e439d057aba30850b8d3423d \
-    --hash=sha256:a2afc0fa0b0e91b4599ddfe0f91e2c26c2b5a5ab263737e998d6817874c5f7c8 \
-    --hash=sha256:a3c47adf30d65e89b2dcd2fa32f3aeb5e94ca970d2c15fcb25e297871c8e4764 \
-    --hash=sha256:a431a6f1ef14cf8c144c6b14793a23ec4eae3db28277c358136e79d7d062f62d \
-    --hash=sha256:aa5e07ac1a60a253445797e42b8b2963c9675563a94f11291ab40718b016a7a0 \
-    --hash=sha256:c1eab0cf6294dafe397c261a75f96dc2c31bffe3b944faa24db5def4e2b0f77c \
-    --hash=sha256:c2b9c7e284ee20e7598d6f42e13ca40b4928e6957ed6813d1ab6348aa3f47133 \
-    --hash=sha256:c3ad2afadd1e9fea5cf99a45a822346971ede8685cc581ed9cd4d42eaf940986 \
-    --hash=sha256:d6985ed057513e344e43a26cc1cd815c7a94602fb6a3130a34798625bc2f07b6 \
-    --hash=sha256:d8068d0afe682c7c4897c0f7ce84ea77f6de953262b12d07038f4d296d547074 \
-    --hash=sha256:d924eef3795cc89fecf6bedc6ed32b33ac13e8321344f6ddbf8ee89f706c05cb \
-    --hash=sha256:ed4482847168439651d3feee5833ccedbf6657e964572706a2adb1f7fa4dfe2e \
-    --hash=sha256:f9e171c465ad3901dc652643ee4bffa8e9fef4d7d0eece23b428908c77a76a66
+mypy==1.19.1 \
+    --hash=sha256:016f2246209095e8eda7538944daa1d60e1e8134d98983b9fc1e92c1fc0cb8dd \
+    --hash=sha256:022ea7279374af1a5d78dfcab853fe6a536eebfda4b59deab53cd21f6cd9f00b \
+    --hash=sha256:06e6170bd5836770e8104c8fdd58e5e725cfeb309f0a6c681a811f557e97eac1 \
+    --hash=sha256:19d88bb05303fe63f71dd2c6270daca27cb9401c4ca8255fe50d1d920e0eb9ba \
+    --hash=sha256:21761006a7f497cb0d4de3d8ef4ca70532256688b0523eee02baf9eec895e27b \
+    --hash=sha256:28902ee51f12e0f19e1e16fbe2f8f06b6637f482c459dd393efddd0ec7f82045 \
+    --hash=sha256:2899753e2f61e571b3971747e302d5f420c3fd09650e1951e99f823bc3089dac \
+    --hash=sha256:2abb24cf3f17864770d18d673c85235ba52456b36a06b6afc1e07c1fdcd3d0e6 \
+    --hash=sha256:34c81968774648ab5ac09c29a375fdede03ba253f8f8287847bd480782f73a6a \
+    --hash=sha256:409088884802d511ee52ca067707b90c883426bd95514e8cfda8281dc2effe24 \
+    --hash=sha256:481daf36a4c443332e2ae9c137dfee878fcea781a2e3f895d54bd3002a900957 \
+    --hash=sha256:4b84a7a18f41e167f7995200a1d07a4a6810e89d29859df936f1c3923d263042 \
+    --hash=sha256:4f28f99c824ecebcdaa2e55d82953e38ff60ee5ec938476796636b86afa3956e \
+    --hash=sha256:5f05aa3d375b385734388e844bc01733bd33c644ab48e9684faa54e5389775ec \
+    --hash=sha256:7bcfc336a03a1aaa26dfce9fff3e287a3ba99872a157561cbfcebe67c13308e3 \
+    --hash=sha256:804bd67b8054a85447c8954215a906d6eff9cabeabe493fb6334b24f4bfff718 \
+    --hash=sha256:8bb5c6f6d043655e055be9b542aa5f3bdd30e4f3589163e85f93f3640060509f \
+    --hash=sha256:a009ffa5a621762d0c926a078c2d639104becab69e79538a494bcccb62cc0331 \
+    --hash=sha256:a8174a03289288c1f6c46d55cef02379b478bfbc8e358e02047487cad44c6ca1 \
+    --hash=sha256:ab43590f9cd5108f41aacf9fca31841142c786827a74ab7cc8a2eacb634e09a1 \
+    --hash=sha256:b10e7c2cd7870ba4ad9b2d8a6102eb5ffc1f16ca35e3de6bfa390c1113029d13 \
+    --hash=sha256:b13cfdd6c87fc3efb69ea4ec18ef79c74c3f98b4e5498ca9b85ab3b2c2329a67 \
+    --hash=sha256:b64d987153888790bcdb03a6473d321820597ab8dd9243b27a92153c4fa50fd2 \
+    --hash=sha256:b7951a701c07ea584c4fe327834b92a30825514c868b1f69c30445093fdd9d5a \
+    --hash=sha256:bdb12f69bcc02700c2b47e070238f42cb87f18c0bc1fc4cdb4fb2bc5fd7a3b8b \
+    --hash=sha256:c35d298c2c4bba75feb2195655dfea8124d855dfd7343bf8b8c055421eaf0cf8 \
+    --hash=sha256:c608937067d2fc5a4dd1a5ce92fd9e1398691b8c5d012d66e1ddd430e9244376 \
+    --hash=sha256:c9a6538e0415310aad77cb94004ca6482330fece18036b5f360b62c45814c4ef \
+    --hash=sha256:d8dfc6ab58ca7dda47d9237349157500468e404b17213d44fc1cb77bce532288 \
+    --hash=sha256:da4869fc5e7f62a88f3fe0b5c919d1d9f7ea3cef92d3689de2823fd27e40aa75 \
+    --hash=sha256:de759aafbae8763283b2ee5869c7255391fbc4de3ff171f8f030b5ec48381b74 \
+    --hash=sha256:e3157c7594ff2ef1634ee058aafc56a82db665c9438fd41b390f3bde1ab12250 \
+    --hash=sha256:e3f276d8493c3c97930e354b2595a44a21348b320d859fb4a2b9f66da9ed27ab \
+    --hash=sha256:ee4c11e460685c3e0c64a4c5de82ae143622410950d6be863303a1c4ba0e36d6 \
+    --hash=sha256:f1235f5ea01b7db5468d53ece6aaddf1ad0b88d9e7462b86ef96fe04995d7247 \
+    --hash=sha256:f7cee03c9a2e2ee26ec07479f38ea9c884e301d42c6d43a19d20fb014e3ba925 \
+    --hash=sha256:f859fb09d9583a985be9a493d5cfc5515b56b08f7447759a0c5deaf68d80506e \
+    --hash=sha256:ffcebe56eb09ff0c0885e750036a095e23793ba6c2e894e7e63f6d89ad51f22e
     # via -r requirements-dev.in
 mypy-extensions==1.1.0 \
     --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \
@@ -1186,9 +1256,9 @@ mypy-extensions==1.1.0 \
     # via
     #   -r requirements-dev.in
     #   mypy
-narwhals==2.10.1 \
-    --hash=sha256:d6e3a9b1c0904a82984dec58a3d12b3bc08e9d61bbee639e7bb05349e663d036 \
-    --hash=sha256:eed3d9ec8f821963456fef306c1ad11017995982169fca1f38f71c97d6a97b9b
+narwhals==2.15.0 \
+    --hash=sha256:a9585975b99d95084268445a1fdd881311fa26ef1caa18020d959d5b2ff9a965 \
+    --hash=sha256:cbfe21ca19d260d9fd67f995ec75c44592d1f106933b03ddd375df7ac841f9d6
     # via
     #   -r requirements-dev.in
     #   formulaic
@@ -1373,13 +1443,13 @@ pandas==2.3.3 \
     #   mizani
     #   plotnine
     #   statsmodels
-pandas-stubs==2.3.2.250926 \
-    --hash=sha256:81121818453dcfe00f45c852f4dceee043640b813830f6e7bd084a4ef7ff7270 \
-    --hash=sha256:c64b9932760ceefb96a3222b953e6a251321a9832a28548be6506df473a66406
+pandas-stubs==2.3.3.251219 \
+    --hash=sha256:ccc6337febb51d6d8a08e4c96b479478a0da0ef704b5e08bd212423fe1cb549c \
+    --hash=sha256:dc2883e6daff49d380d1b5a2e864983ab9be8cd9a661fa861e3dea37559a5af4
     # via -r requirements-dev.in
-pathspec==0.12.1 \
-    --hash=sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08 \
-    --hash=sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712
+pathspec==1.0.2 \
+    --hash=sha256:62f8558917908d237d399b9b338ef455a814801a4688bc41074b25feefd93472 \
+    --hash=sha256:fa32b1eb775ed9ba8d599b22c5f906dc098113989da2c00bf8b210078ca7fb92
     # via
     #   -r requirements-dev.in
     #   mypy
@@ -1390,115 +1460,115 @@ patsy==1.0.2 \
     #   -r requirements-dev.in
     #   marginaleffects
     #   statsmodels
-pillow==12.0.0 \
-    --hash=sha256:0869154a2d0546545cde61d1789a6524319fc1897d9ee31218eae7a60ccc5643 \
-    --hash=sha256:09f2d0abef9e4e2f349305a4f8cc784a8a6c2f58a8c4892eea13b10a943bd26e \
-    --hash=sha256:0b817e7035ea7f6b942c13aa03bb554fc44fea70838ea21f8eb31c638326584e \
-    --hash=sha256:0fd00cac9c03256c8b2ff58f162ebcd2587ad3e1f2e397eab718c47e24d231cc \
-    --hash=sha256:110486b79f2d112cf6add83b28b627e369219388f64ef2f960fef9ebaf54c642 \
-    --hash=sha256:1979f4566bb96c1e50a62d9831e2ea2d1211761e5662afc545fa766f996632f6 \
-    --hash=sha256:1ac11e8ea4f611c3c0147424eae514028b5e9077dd99ab91e1bd7bc33ff145e1 \
-    --hash=sha256:1b1b133e6e16105f524a8dec491e0586d072948ce15c9b914e41cdadd209052b \
-    --hash=sha256:1ee80a59f6ce048ae13cda1abf7fbd2a34ab9ee7d401c46be3ca685d1999a399 \
-    --hash=sha256:21f241bdd5080a15bc86d3466a9f6074a9c2c2b314100dd896ac81ee6db2f1ba \
-    --hash=sha256:266cd5f2b63ff316d5a1bba46268e603c9caf5606d44f38c2873c380950576ad \
-    --hash=sha256:26d9f7d2b604cd23aba3e9faf795787456ac25634d82cd060556998e39c6fa47 \
-    --hash=sha256:27f95b12453d165099c84f8a8bfdfd46b9e4bda9e0e4b65f0635430027f55739 \
-    --hash=sha256:2c54c1a783d6d60595d3514f0efe9b37c8808746a66920315bfd34a938d7994b \
-    --hash=sha256:2fa5f0b6716fc88f11380b88b31fe591a06c6315e955c096c35715788b339e3f \
-    --hash=sha256:32ed80ea8a90ee3e6fa08c21e2e091bba6eda8eccc83dbc34c95169507a91f10 \
-    --hash=sha256:3830c769decf88f1289680a59d4f4c46c72573446352e2befec9a8512104fa52 \
-    --hash=sha256:38df9b4bfd3db902c9c2bd369bcacaf9d935b2fff73709429d95cc41554f7b3d \
-    --hash=sha256:3adfb466bbc544b926d50fe8f4a4e6abd8c6bffd28a26177594e6e9b2b76572b \
-    --hash=sha256:3e42edad50b6909089750e65c91aa09aaf1e0a71310d383f11321b27c224ed8a \
-    --hash=sha256:4078242472387600b2ce8d93ade8899c12bf33fa89e55ec89fe126e9d6d5d9e9 \
-    --hash=sha256:455247ac8a4cfb7b9bc45b7e432d10421aea9fc2e74d285ba4072688a74c2e9d \
-    --hash=sha256:4cc6b3b2efff105c6a1656cfe59da4fdde2cda9af1c5e0b58529b24525d0a098 \
-    --hash=sha256:4cf7fed4b4580601c4345ceb5d4cbf5a980d030fd5ad07c4d2ec589f95f09905 \
-    --hash=sha256:5193fde9a5f23c331ea26d0cf171fbf67e3f247585f50c08b3e205c7aeb4589b \
-    --hash=sha256:5269cc1caeedb67e6f7269a42014f381f45e2e7cd42d834ede3c703a1d915fe3 \
-    --hash=sha256:53561a4ddc36facb432fae7a9d8afbfaf94795414f5cdc5fc52f28c1dca90371 \
-    --hash=sha256:55f818bd74fe2f11d4d7cbc65880a843c4075e0ac7226bc1a23261dbea531953 \
-    --hash=sha256:58eea5ebe51504057dd95c5b77d21700b77615ab0243d8152793dc00eb4faf01 \
-    --hash=sha256:5d5c411a8eaa2299322b647cd932586b1427367fd3184ffbb8f7a219ea2041ca \
-    --hash=sha256:6846bd2d116ff42cba6b646edf5bf61d37e5cbd256425fa089fee4ff5c07a99e \
-    --hash=sha256:6ace95230bfb7cd79ef66caa064bbe2f2a1e63d93471c3a2e1f1348d9f22d6b7 \
-    --hash=sha256:6e51b71417049ad6ab14c49608b4a24d8fb3fe605e5dfabfe523b58064dc3d27 \
-    --hash=sha256:71db6b4c1653045dacc1585c1b0d184004f0d7e694c7b34ac165ca70c0838082 \
-    --hash=sha256:7438839e9e053ef79f7112c881cef684013855016f928b168b81ed5835f3e75e \
-    --hash=sha256:759de84a33be3b178a64c8ba28ad5c135900359e85fb662bc6e403ad4407791d \
-    --hash=sha256:792a2c0be4dcc18af9d4a2dfd8a11a17d5e25274a1062b0ec1c2d79c76f3e7f8 \
-    --hash=sha256:7d87ef5795da03d742bf49439f9ca4d027cde49c82c5371ba52464aee266699a \
-    --hash=sha256:7dfb439562f234f7d57b1ac6bc8fe7f838a4bd49c79230e0f6a1da93e82f1fad \
-    --hash=sha256:7fa22993bac7b77b78cae22bad1e2a987ddf0d9015c63358032f84a53f23cdc3 \
-    --hash=sha256:805ebf596939e48dbb2e4922a1d3852cfc25c38160751ce02da93058b48d252a \
-    --hash=sha256:82240051c6ca513c616f7f9da06e871f61bfd7805f566275841af15015b8f98d \
-    --hash=sha256:87d4f8125c9988bfbed67af47dd7a953e2fc7b0cc1e7800ec6d2080d490bb353 \
-    --hash=sha256:8d8ca2b210ada074d57fcee40c30446c9562e542fc46aedc19baf758a93532ee \
-    --hash=sha256:8dc232e39d409036af549c86f24aed8273a40ffa459981146829a324e0848b4b \
-    --hash=sha256:90387104ee8400a7b4598253b4c406f8958f59fcf983a6cea2b50d59f7d63d0b \
-    --hash=sha256:905b0365b210c73afb0ebe9101a32572152dfd1c144c7e28968a331b9217b94a \
-    --hash=sha256:99353a06902c2e43b43e8ff74ee65a7d90307d82370604746738a1e0661ccca7 \
-    --hash=sha256:99a7f72fb6249302aa62245680754862a44179b545ded638cf1fef59befb57ef \
-    --hash=sha256:9f0b04c6b8584c2c193babcccc908b38ed29524b29dd464bc8801bf10d746a3a \
-    --hash=sha256:9fe611163f6303d1619bbcb653540a4d60f9e55e622d60a3108be0d5b441017a \
-    --hash=sha256:a3475b96f5908b3b16c47533daaa87380c491357d197564e0ba34ae75c0f3257 \
-    --hash=sha256:a6597ff2b61d121172f5844b53f21467f7082f5fb385a9a29c01414463f93b07 \
-    --hash=sha256:a7921c5a6d31b3d756ec980f2f47c0cfdbce0fc48c22a39347a895f41f4a6ea4 \
-    --hash=sha256:aa5129de4e174daccbc59d0a3b6d20eaf24417d59851c07ebb37aeb02947987c \
-    --hash=sha256:aeaefa96c768fc66818730b952a862235d68825c178f1b3ffd4efd7ad2edcb7c \
-    --hash=sha256:afbefa430092f71a9593a99ab6a4e7538bc9eabbf7bf94f91510d3503943edc4 \
-    --hash=sha256:aff9e4d82d082ff9513bdd6acd4f5bd359f5b2c870907d2b0a9c5e10d40c88fe \
-    --hash=sha256:b22bd8c974942477156be55a768f7aa37c46904c175be4e158b6a86e3a6b7ca8 \
-    --hash=sha256:b290fd8aa38422444d4b50d579de197557f182ef1068b75f5aa8558638b8d0a5 \
-    --hash=sha256:b2e4b27a6e15b04832fe9bf292b94b5ca156016bbc1ea9c2c20098a0320d6cf6 \
-    --hash=sha256:b583dc9070312190192631373c6c8ed277254aa6e6084b74bdd0a6d3b221608e \
-    --hash=sha256:b87843e225e74576437fd5b6a4c2205d422754f84a06942cfaf1dc32243e45a8 \
-    --hash=sha256:bc91a56697869546d1b8f0a3ff35224557ae7f881050e99f615e0119bf934b4e \
-    --hash=sha256:bd87e140e45399c818fac4247880b9ce719e4783d767e030a883a970be632275 \
-    --hash=sha256:bde737cff1a975b70652b62d626f7785e0480918dece11e8fef3c0cf057351c3 \
-    --hash=sha256:bdee52571a343d721fb2eb3b090a82d959ff37fc631e3f70422e0c2e029f3e76 \
-    --hash=sha256:bee2a6db3a7242ea309aa7ee8e2780726fed67ff4e5b40169f2c940e7eb09227 \
-    --hash=sha256:beeae3f27f62308f1ddbcfb0690bf44b10732f2ef43758f169d5e9303165d3f9 \
-    --hash=sha256:c50f36a62a22d350c96e49ad02d0da41dbd17ddc2e29750dbdba4323f85eb4a5 \
-    --hash=sha256:c607c90ba67533e1b2355b821fef6764d1dd2cbe26b8c1005ae84f7aea25ff79 \
-    --hash=sha256:c7b2a63fd6d5246349f3d3f37b14430d73ee7e8173154461785e43036ffa96ca \
-    --hash=sha256:c828a1ae702fc712978bda0320ba1b9893d99be0badf2647f693cc01cf0f04fa \
-    --hash=sha256:c85de1136429c524e55cfa4e033b4a7940ac5c8ee4d9401cc2d1bf48154bbc7b \
-    --hash=sha256:c98fa880d695de164b4135a52fd2e9cd7b7c90a9d8ac5e9e443a24a95ef9248e \
-    --hash=sha256:cae81479f77420d217def5f54b5b9d279804d17e982e0f2fa19b1d1e14ab5197 \
-    --hash=sha256:d034140032870024e6b9892c692fe2968493790dd57208b2c37e3fb35f6df3ab \
-    --hash=sha256:d120c38a42c234dc9a8c5de7ceaaf899cf33561956acb4941653f8bdc657aa79 \
-    --hash=sha256:d4827615da15cd59784ce39d3388275ec093ae3ee8d7f0c089b76fa87af756c2 \
-    --hash=sha256:d49e2314c373f4c2b39446fb1a45ed333c850e09d0c59ac79b72eb3b95397363 \
-    --hash=sha256:d52610d51e265a51518692045e372a4c363056130d922a7351429ac9f27e70b0 \
-    --hash=sha256:d64317d2587c70324b79861babb9c09f71fbb780bad212018874b2c013d8600e \
-    --hash=sha256:d77153e14b709fd8b8af6f66a3afbb9ed6e9fc5ccf0b6b7e1ced7b036a228782 \
-    --hash=sha256:d7e091d464ac59d2c7ad8e7e08105eaf9dafbc3883fd7265ffccc2baad6ac925 \
-    --hash=sha256:dd333073e0cacdc3089525c7df7d39b211bcdf31fc2824e49d01c6b6187b07d0 \
-    --hash=sha256:e5d8efac84c9afcb40914ab49ba063d94f5dbdf5066db4482c66a992f47a3a3b \
-    --hash=sha256:f135c702ac42262573fe9714dfe99c944b4ba307af5eb507abef1667e2cbbced \
-    --hash=sha256:f13711b1a5ba512d647a0e4ba79280d3a9a045aaf7e0cc6fbe96b91d4cdf6b0c \
-    --hash=sha256:f4f1231b7dec408e8670264ce63e9c71409d9583dd21d32c163e25213ee2a344 \
-    --hash=sha256:fa3ed2a29a9e9d2d488b4da81dcb54720ac3104a20bf0bd273f1e4648aff5af9 \
-    --hash=sha256:fb3096c30df99fd01c7bf8e544f392103d0795b9f98ba71a8054bcbf56b255f1
+pillow==12.1.0 \
+    --hash=sha256:00162e9ca6d22b7c3ee8e61faa3c3253cd19b6a37f126cad04f2f88b306f557d \
+    --hash=sha256:079af2fb0c599c2ec144ba2c02766d1b55498e373b3ac64687e43849fbbef5bc \
+    --hash=sha256:0b022eaaf709541b391ee069f0022ee5b36c709df71986e3f7be312e46f42c84 \
+    --hash=sha256:0c27407a2d1b96774cbc4a7594129cc027339fd800cd081e44497722ea1179de \
+    --hash=sha256:0ddedfaa8b5f0b4ffbc2fa87b556dc59f6bb4ecb14a53b33f9189713ae8053c0 \
+    --hash=sha256:0deedf2ea233722476b3a81e8cdfbad786f7adbed5d848469fa59fe52396e4ef \
+    --hash=sha256:0ed07dca4a8464bada6139ab38f5382f83e5f111698caf3191cb8dbf27d908b4 \
+    --hash=sha256:0fde7ec5538ab5095cc02df38ee99b0443ff0e1c847a045554cf5f9af1f4aa82 \
+    --hash=sha256:15c794d74303828eaa957ff8070846d0efe8c630901a1c753fdc63850e19ecd9 \
+    --hash=sha256:1a949604f73eb07a8adab38c4fe50791f9919344398bdc8ac6b307f755fc7030 \
+    --hash=sha256:1f345e7bc9d7f368887c712aa5054558bad44d2a301ddf9248599f4161abc7c0 \
+    --hash=sha256:1fcc52d86ce7a34fd17cb04e87cfdb164648a3662a6f20565910a99653d66c18 \
+    --hash=sha256:21e686a21078b0f9cb8c8a961d99e6a4ddb88e0fc5ea6e130172ddddc2e5221a \
+    --hash=sha256:2415373395a831f53933c23ce051021e79c8cd7979822d8cc478547a3f4da8ef \
+    --hash=sha256:277518bf4fe74aa91489e1b20577473b19ee70fb97c374aa50830b279f25841b \
+    --hash=sha256:27b9baecb428899db6c0de572d6d305cfaf38ca1596b5c0542a5182e3e74e8c6 \
+    --hash=sha256:29a4cef9cb672363926f0470afc516dbf7305a14d8c54f7abbb5c199cd8f8179 \
+    --hash=sha256:3413c2ae377550f5487991d444428f1a8ae92784aac79caa8b1e3b89b175f77e \
+    --hash=sha256:351889afef0f485b84078ea40fe33727a0492b9af3904661b0abbafee0355b72 \
+    --hash=sha256:3ffaa2f0659e2f740473bcf03c702c39a8d4b2b7ffc629052028764324842c64 \
+    --hash=sha256:40a8e3b9e8773876d6e30daed22f016509e3987bab61b3b7fe309d7019a87451 \
+    --hash=sha256:414b9a78e14ffeb98128863314e62c3f24b8a86081066625700b7985b3f529bd \
+    --hash=sha256:43aca0a55ce1eefc0aefa6253661cb54571857b1a7b2964bd8a1e3ef4b729924 \
+    --hash=sha256:43b4899cfd091a9693a1278c4982f3e50f7fb7cff5153b05174b4afc9593b616 \
+    --hash=sha256:461f9dfdafa394c59cd6d818bdfdbab4028b83b02caadaff0ffd433faf4c9a7a \
+    --hash=sha256:4f9f6a650743f0ddee5593ac9e954ba1bdbc5e150bc066586d4f26127853ab94 \
+    --hash=sha256:53d8b764726d3af1a138dd353116f774e3862ec7e3794e0c8781e30db0f35dfc \
+    --hash=sha256:565c986f4b45c020f5421a4cea13ef294dde9509a8577f29b2fc5edc7587fff8 \
+    --hash=sha256:5c5ae0a06e9ea030ab786b0251b32c7e4ce10e58d983c0d5c56029455180b5b9 \
+    --hash=sha256:5cb7bc1966d031aec37ddb9dcf15c2da5b2e9f7cc3ca7c54473a20a927e1eb91 \
+    --hash=sha256:5da841d81b1a05ef940a8567da92decaa15bc4d7dedb540a8c219ad83d91808a \
+    --hash=sha256:5fee4c04aad8932da9f8f710af2c1a15a83582cfb884152a9caa79d4efcdbf9c \
+    --hash=sha256:609e89d9f90b581c8d16358c9087df76024cf058fa693dd3e1e1620823f39670 \
+    --hash=sha256:6258f3260986990ba2fa8a874f8b6e808cf5abb51a94015ca3dc3c68aa4f30ea \
+    --hash=sha256:64efdf00c09e31efd754448a383ea241f55a994fd079866b92d2bbff598aad91 \
+    --hash=sha256:65b80c1ee7e14a87d6a068dd3b0aea268ffcabfe0498d38661b00c5b4b22e74c \
+    --hash=sha256:6741e6f3074a35e47c77b23a4e4f2d90db3ed905cb1c5e6e0d49bff2045632bc \
+    --hash=sha256:681088909d7e8fa9e31b9799aaa59ba5234c58e5e4f1951b4c4d1082a2e980e0 \
+    --hash=sha256:6b7a9d1db5dad90e2991645874f708e87d9a3c370c243c2d7684d28f7e133e6b \
+    --hash=sha256:7315f9137087c4e0ee73a761b163fc9aa3b19f5f606a7fc08d83fd3e4379af65 \
+    --hash=sha256:742aea052cf5ab5034a53c3846165bc3ce88d7c38e954120db0ab867ca242661 \
+    --hash=sha256:75af0b4c229ac519b155028fa1be632d812a519abba9b46b20e50c6caa184f19 \
+    --hash=sha256:7b5dd7cbae20285cdb597b10eb5a2c13aa9de6cde9bb64a3c1317427b1db1ae1 \
+    --hash=sha256:7d6daa89a00b58c37cb1747ec9fb7ac3bc5ffd5949f5888657dfddde6d1312e0 \
+    --hash=sha256:800429ac32c9b72909c671aaf17ecd13110f823ddb7db4dfef412a5587c2c24e \
+    --hash=sha256:806f3987ffe10e867bab0ddad45df1148a2b98221798457fa097ad85d6e8bc75 \
+    --hash=sha256:808b99604f7873c800c4840f55ff389936ef1948e4e87645eaf3fccbc8477ac4 \
+    --hash=sha256:80941e6d573197a0c28f394753de529bb436b1ca990ed6e765cf42426abc39f8 \
+    --hash=sha256:84cabc7095dd535ca934d57e9ce2a72ffd216e435a84acb06b2277b1de2689bd \
+    --hash=sha256:8637e29d13f478bc4f153d8daa9ffb16455f0a6cb287da1b432fdad2bfbd66c7 \
+    --hash=sha256:896866d2d436563fa2a43a9d72f417874f16b5545955c54a64941e87c1376c61 \
+    --hash=sha256:8e178e3e99d3c0ea8fc64b88447f7cac8ccf058af422a6cedc690d0eadd98c51 \
+    --hash=sha256:907bfa8a9cb790748a9aa4513e37c88c59660da3bcfffbd24a7d9e6abf224551 \
+    --hash=sha256:9212d6b86917a2300669511ed094a9406888362e085f2431a7da985a6b124f45 \
+    --hash=sha256:92a7fe4225365c5e3a8e598982269c6d6698d3e783b3b1ae979e7819f9cd55c1 \
+    --hash=sha256:935b9d1aed48fcfb3f838caac506f38e29621b44ccc4f8a64d575cb1b2a88644 \
+    --hash=sha256:97e9993d5ed946aba26baf9c1e8cf18adbab584b99f452ee72f7ee8acb882796 \
+    --hash=sha256:983976c2ab753166dc66d36af6e8ec15bb511e4a25856e2227e5f7e00a160587 \
+    --hash=sha256:9f5fefaca968e700ad1a4a9de98bf0869a94e397fe3524c4c9450c1445252304 \
+    --hash=sha256:a332ac4ccb84b6dde65dbace8431f3af08874bf9770719d32a635c4ef411b18b \
+    --hash=sha256:a40905599d8079e09f25027423aed94f2823adaf2868940de991e53a449e14a8 \
+    --hash=sha256:a6dfc2af5b082b635af6e08e0d1f9f1c4e04d17d4e2ca0ef96131e85eda6eb17 \
+    --hash=sha256:a786bf667724d84aa29b5db1c61b7bfdde380202aaca12c3461afd6b71743171 \
+    --hash=sha256:a83e0850cb8f5ac975291ebfc4170ba481f41a28065277f7f735c202cd8e0af3 \
+    --hash=sha256:aa0c9cc0b82b14766a99fbe6084409972266e82f459821cd26997a488a7261a7 \
+    --hash=sha256:b17fbdbe01c196e7e159aacb889e091f28e61020a8abeac07b68079b6e626988 \
+    --hash=sha256:b63e13dd27da389ed9475b3d28510f0f954bca0041e8e551b2a4eb1eab56a39a \
+    --hash=sha256:b6e53e82ec2db0717eabb276aa56cf4e500c9a7cec2c2e189b55c24f65a3e8c0 \
+    --hash=sha256:bb0984b30e973f7e2884362b7d23d0a348c7143ee559f38ef3eaab640144204c \
+    --hash=sha256:bc11908616c8a283cf7d664f77411a5ed2a02009b0097ff8abbba5e79128ccf2 \
+    --hash=sha256:bdec5e43377761c5dbca620efb69a77f6855c5a379e32ac5b158f54c84212b14 \
+    --hash=sha256:bef9768cab184e7ae6e559c032e95ba8d07b3023c289f79a2bd36e8bf85605a5 \
+    --hash=sha256:c990547452ee2800d8506c4150280757f88532f3de2a58e3022e9b179107862a \
+    --hash=sha256:ca94b6aac0d7af2a10ba08c0f888b3d5114439b6b3ef39968378723622fed377 \
+    --hash=sha256:cad302dc10fac357d3467a74a9561c90609768a6f73a1923b0fd851b6486f8b0 \
+    --hash=sha256:d0a7735df32ccbcc98b98a1ac785cc4b19b580be1bdf0aeb5c03223220ea09d5 \
+    --hash=sha256:d70347c8a5b7ccd803ec0c85c8709f036e6348f1e6a5bf048ecd9c64d3550b8b \
+    --hash=sha256:d70534cea9e7966169ad29a903b99fc507e932069a881d0965a1a84bb57f6c6d \
+    --hash=sha256:db44d5c160a90df2d24a24760bbd37607d53da0b34fb546c4c232af7192298ac \
+    --hash=sha256:e115c15e3bc727b1ca3e641a909f77f8ca72a64fff150f666fcc85e57701c26c \
+    --hash=sha256:e2479c7f02f9d505682dc47df8c0ea1fc5e264c4d1629a5d63fe3e2334b89554 \
+    --hash=sha256:e5dcbe95016e88437ecf33544ba5db21ef1b8dd6e1b434a2cb2a3d605299e643 \
+    --hash=sha256:e6bdb408f7c9dd2a5ff2b14a3b0bb6d4deb29fb9961e6eb3ae2031ae9a5cec13 \
+    --hash=sha256:e75d3dba8fc1ddfec0cd752108f93b83b4f8d6ab40e524a95d35f016b9683b09 \
+    --hash=sha256:efdc140e7b63b8f739d09a99033aa430accce485ff78e6d311973a67b6bf3208 \
+    --hash=sha256:f10c98f49227ed8383d28174ee95155a675c4ed7f85e2e573b04414f7e371bda \
+    --hash=sha256:f188028b5af6b8fb2e9a76ac0f841a575bd1bd396e46ef0840d9b88a48fdbcea \
+    --hash=sha256:f188d580bd870cda1e15183790d1cc2fa78f666e76077d103edf048eed9c356e \
+    --hash=sha256:f45bd71d1fa5e5749587613037b172e0b3b23159d1c00ef2fc920da6f470e6f0 \
+    --hash=sha256:f61333d817698bdcdd0f9d7793e365ac3d2a21c1f1eb02b32ad6aefb8d8ea831 \
+    --hash=sha256:fb125d860738a09d363a88daa0f59c4533529a90e564785e20fe875b200b6dbd
     # via
     #   -r requirements-dev.in
     #   matplotlib
-pip-tools==7.5.1 \
-    --hash=sha256:a051a94794ba52df9acad2d7c9b0b09ae001617db458a543f8287fea7b89c2cf \
-    --hash=sha256:f5ff803823529edc0e6e40c86b1aa7da7266fb1078093c8beea4e5b77877036a
+pip-tools==7.5.2 \
+    --hash=sha256:2d64d72da6a044da1110257d333960563d7a4743637e8617dd2610ae7b82d60f \
+    --hash=sha256:2fe16db727bbe5bf28765aeb581e792e61be51fc275545ef6725374ad720a1ce
     # via -r requirements-dev.in
-platformdirs==4.5.0 \
-    --hash=sha256:70ddccdd7c99fc5942e9fc25636a8b34d04c24b335100223152c2803e4063312 \
-    --hash=sha256:e578a81bb873cbb89a41fcc904c7ef523cc18284b7e3b3ccf06aca1403b7ebd3
+platformdirs==4.5.1 \
+    --hash=sha256:61d5cdcc6065745cdd94f0f878977f8de9437be93de97c1c12f853c9c0cdcbda \
+    --hash=sha256:d03afa3963c806a9bed9d5125c8f4cb2fdaf74a55ab60e5d59b3fde758104d31
     # via
     #   -r requirements-dev.in
     #   tox
     #   virtualenv
-plotnine==0.15.1 \
-    --hash=sha256:29fcef889bf55ec2e7c036db1578e085d0ec1be3b0253ff573cc6c08618b111f \
-    --hash=sha256:d52801561bb403a89fa8716f4b63b1468ee7cedb50991406ae2feb373a745c1f
+plotnine==0.15.2 \
+    --hash=sha256:7dc508bc51625b9b9f945e274d8ee4463cf30b280749190a5b707e6828003fa6 \
+    --hash=sha256:ec2e4cdf2d022eb0dab63ef4aa0017ce0d84c60bd99d55093e72637fddf757e6
     # via
     #   -r requirements-dev.in
     #   marginaleffects
@@ -1510,47 +1580,47 @@ pluggy==1.6.0 \
     #   pytest
     #   pytest-cov
     #   tox
-polars==1.35.1 \
-    --hash=sha256:06548e6d554580151d6ca7452d74bceeec4640b5b9261836889b8e68cfd7a62e \
-    --hash=sha256:c29a933f28aa330d96a633adbd79aa5e6a6247a802a720eead9933f4613bdbf4
+polars==1.36.1 \
+    --hash=sha256:12c7616a2305559144711ab73eaa18814f7aa898c522e7645014b68f1432d54c \
+    --hash=sha256:853c1bbb237add6a5f6d133c15094a9b727d66dd6a4eb91dbb07cdb056b2b8ef
     # via
     #   -r requirements-dev.in
     #   marginaleffects
-polars-runtime-32==1.35.1 \
-    --hash=sha256:35cde9453ca7032933f0e58e9ed4388f5a1e415dd0db2dd1e442c81d815e630c \
-    --hash=sha256:42f9837348557fd674477ea40a6ac8a7e839674f6dd0a199df24be91b026024c \
-    --hash=sha256:6f051a42f6ae2f26e3bc2cf1f170f2120602976e2a3ffb6cfba742eecc7cc620 \
-    --hash=sha256:c2232f9cf05ba59efc72d940b86c033d41fd2d70bf2742e8115ed7112a766aa9 \
-    --hash=sha256:c873aeb36fed182d5ebc35ca17c7eb193fe83ae2ea551ee8523ec34776731390 \
-    --hash=sha256:f6b4ec9cd58b31c87af1b8c110c9c986d82345f1d50d7f7595b5d447a19dc365 \
-    --hash=sha256:fd77757a6c9eb9865c4bfb7b07e22225207c6b7da382bd0b9bd47732f637105d
+polars-runtime-32==1.36.1 \
+    --hash=sha256:201c2cfd80ceb5d5cd7b63085b5fd08d6ae6554f922bcb941035e39638528a09 \
+    --hash=sha256:327b621ca82594f277751f7e23d4b939ebd1be18d54b4cdf7a2f8406cecc18b2 \
+    --hash=sha256:809e73857be71250141225ddd5d2b30c97e6340aeaa0d445f930e01bef6888dc \
+    --hash=sha256:899b9ad2e47ceb31eb157f27a09dbc2047efbf4969a923a6b1ba7f0412c3e64c \
+    --hash=sha256:ab0d1f23084afee2b97de8c37aa3e02ec3569749ae39571bd89e7a8b11ae9e83 \
+    --hash=sha256:cc17101f28c9a169ff8b5b8d4977a3683cd403621841623825525f440b564cf0 \
+    --hash=sha256:d9d077bb9df711bc635a86540df48242bb91975b353e53ef261c6fae6cb0948f
     # via
     #   -r requirements-dev.in
     #   polars
-polyfactory==2.22.3 \
-    --hash=sha256:0bfd5fe2fb2e5db39ded6aee8e923d1961095d4ebb44185cceee4654cb85e0b1 \
-    --hash=sha256:ae57d07408d1f7609031a83827c7980ce32104535e146cac2253988d0a7665e1
+polyfactory==2.22.5 \
+    --hash=sha256:822d1af463520153200b4b62b06b0dc73a1d5edc8911e2e63ed0757ae21cc2b3 \
+    --hash=sha256:d641d8c10c7d3e1f0f862ba2733ad1523069af58614bb1c077aeccabb66d26b7
     # via
     #   -r requirements-dev.in
     #   mozilla-nimbus-schemas
-proto-plus==1.26.1 \
-    --hash=sha256:13285478c2dcf2abb829db158e1047e2f1e8d63a077d94263c2b88b043c75a66 \
-    --hash=sha256:21a515a4c4c0088a773899e23c7bbade3d18f9c66c73edd4c7ee3816bc96a012
+proto-plus==1.27.0 \
+    --hash=sha256:1baa7f81cf0f8acb8bc1f6d085008ba4171eaf669629d1b6d1673b21ed1c0a82 \
+    --hash=sha256:873af56dd0d7e91836aee871e5799e1c6f1bda86ac9a983e0bb9f0c266a568c4
     # via
     #   -r requirements-dev.in
     #   google-api-core
     #   google-cloud-bigquery-storage
-protobuf==6.33.0 \
-    --hash=sha256:140303d5c8d2037730c548f8c7b93b20bb1dc301be280c378b82b8894589c954 \
-    --hash=sha256:25c9e1963c6734448ea2d308cfa610e692b801304ba0908d7bfa564ac5132995 \
-    --hash=sha256:35be49fd3f4fefa4e6e2aacc35e8b837d6703c37a2168a55ac21e9b1bc7559ef \
-    --hash=sha256:905b07a65f1a4b72412314082c7dbfae91a9e8b68a0cc1577515f8df58ecf455 \
-    --hash=sha256:9a031d10f703f03768f2743a1c403af050b6ae1f3480e9c140f39c45f81b13ee \
-    --hash=sha256:c963e86c3655af3a917962c9619e1a6b9670540351d7af9439d06064e3317cc9 \
-    --hash=sha256:cd33a8e38ea3e39df66e1bbc462b076d6e5ba3a4ebbde58219d777223a7873d3 \
-    --hash=sha256:d6101ded078042a8f17959eccd9236fb7a9ca20d3b0098bbcb91533a5680d035 \
-    --hash=sha256:e0697ece353e6239b90ee43a9231318302ad8353c70e6e45499fa52396debf90 \
-    --hash=sha256:e0a1715e4f27355afd9570f3ea369735afc853a6c3951a6afe1f80d8569ad298
+protobuf==6.33.2 \
+    --hash=sha256:1f8017c48c07ec5859106533b682260ba3d7c5567b1ca1f24297ce03384d1b4f \
+    --hash=sha256:2981c58f582f44b6b13173e12bb8656711189c2a70250845f264b877f00b1913 \
+    --hash=sha256:56dc370c91fbb8ac85bc13582c9e373569668a290aa2e66a590c2a0d35ddb9e4 \
+    --hash=sha256:7109dcc38a680d033ffb8bf896727423528db9163be1b6a02d6a49606dcadbfe \
+    --hash=sha256:7636aad9bb01768870266de5dc009de2d1b936771b38a793f73cbbf279c91c5c \
+    --hash=sha256:87eb388bd2d0f78febd8f4c8779c79247b26a5befad525008e49a6955787ff3d \
+    --hash=sha256:8cd7640aee0b7828b6d03ae518b5b4806fdfc1afe8de82f79c3454f8aef29872 \
+    --hash=sha256:b5d3b5625192214066d99b2b605f5783483575656784de223f00a8d00754fc0e \
+    --hash=sha256:d9b19771ca75935b3a4422957bc518b0cecb978b31d1dd12037b088f6bcc0e43 \
+    --hash=sha256:fc2a0e8b05b180e5fc0dd1559fe8ebdae21a27e81ac77728fb6c42b12c7419b4
     # via
     #   -r requirements-dev.in
     #   google-api-core
@@ -1631,131 +1701,135 @@ pycparser==2.23 \
     # via
     #   -r requirements-dev.in
     #   cffi
-pydantic==2.12.3 \
-    --hash=sha256:1da1c82b0fc140bb0103bc1441ffe062154c8d38491189751ee00fd8ca65ce74 \
-    --hash=sha256:6986454a854bc3bc6e5443e1369e06a3a456af9d339eda45510f517d9ea5c6bf
+pydantic==2.12.5 \
+    --hash=sha256:4d351024c75c0f085a9febbb665ce8c0c6ec5d30e903bdb6394b7ede26aebb49 \
+    --hash=sha256:e561593fccf61e8a20fc46dfc2dfe075b8be7d0188df33f221ad1f0139180f9d
     # via
     #   -r requirements-dev.in
     #   marginaleffects
     #   mozilla-nimbus-schemas
-pydantic-core==2.41.4 \
-    --hash=sha256:025ba34a4cf4fb32f917d5d188ab5e702223d3ba603be4d8aca2f82bede432a4 \
-    --hash=sha256:09c2a60e55b357284b5f31f5ab275ba9f7f70b7525e18a132ec1f9160b4f1f03 \
-    --hash=sha256:0c19cb355224037c83642429b8ce261ae108e1c5fbf5c028bac63c77b0f8646e \
-    --hash=sha256:0cf2a1f599efe57fa0051312774280ee0f650e11152325e41dfd3018ef2c1b57 \
-    --hash=sha256:0f184d657fa4947ae5ec9c47bd7e917730fa1cbb78195037e32dcbab50aca5ee \
-    --hash=sha256:15dd504af121caaf2c95cb90c0ebf71603c53de98305621b94da0f967e572def \
-    --hash=sha256:170ee6835f6c71081d031ef1c3b4dc4a12b9efa6a9540f93f95b82f3c7571ae8 \
-    --hash=sha256:19f3684868309db5263a11bace3c45d93f6f24afa2ffe75a647583df22a2ff89 \
-    --hash=sha256:1affa4798520b148d7182da0615d648e752de4ab1a9566b7471bc803d88a062d \
-    --hash=sha256:1b65077a4693a98b90ec5ad8f203ad65802a1b9b6d4a7e48066925a7e1606706 \
-    --hash=sha256:1cae8851e174c83633f0833e90636832857297900133705ee158cf79d40f03e6 \
-    --hash=sha256:1e5ab4fc177dd41536b3c32b2ea11380dd3d4619a385860621478ac2d25ceb00 \
-    --hash=sha256:1ed810568aeffed3edc78910af32af911c835cc39ebbfacd1f0ab5dd53028e5c \
-    --hash=sha256:2442d9a4d38f3411f22eb9dd0912b7cbf4b7d5b6c92c4173b75d3e1ccd84e36e \
-    --hash=sha256:26895a4268ae5a2849269f4991cdc97236e4b9c010e51137becf25182daac405 \
-    --hash=sha256:285b643d75c0e30abda9dc1077395624f314a37e3c09ca402d4015ef5979f1a2 \
-    --hash=sha256:28ff11666443a1a8cf2a044d6a545ebffa8382b5f7973f22c36109205e65dc80 \
-    --hash=sha256:2dfe3aa529c8f501babf6e502936b9e8d4698502b2cfab41e17a028d91b1ac7b \
-    --hash=sha256:304c54176af2c143bd181d82e77c15c41cbacea8872a2225dd37e6544dce9999 \
-    --hash=sha256:30a9876226dda131a741afeab2702e2d127209bde3c65a2b8133f428bc5d006b \
-    --hash=sha256:31a41030b1d9ca497634092b46481b937ff9397a86f9f51bd41c4767b6fc04af \
-    --hash=sha256:3619320641fd212aaf5997b6ca505e97540b7e16418f4a241f44cdf108ffb50d \
-    --hash=sha256:37e516bca9264cbf29612539801ca3cd5d1be465f940417b002905e6ed79d38a \
-    --hash=sha256:3a926768ea49a8af4d36abd6a8968b8790f7f76dd7cbd5a4c180db2b4ac9a3a2 \
-    --hash=sha256:3a95d4590b1f1a43bf33ca6d647b990a88f4a3824a8c4572c708f0b45a5290ed \
-    --hash=sha256:3adf61415efa6ce977041ba9745183c0e1f637ca849773afa93833e04b163feb \
-    --hash=sha256:3d88d0054d3fa11ce936184896bed3c1c5441d6fa483b498fac6a5d0dd6f64a9 \
-    --hash=sha256:3f1ea6f48a045745d0d9f325989d8abd3f1eaf47dd00485912d1a3a63c623a8d \
-    --hash=sha256:44e7625332683b6c1c8b980461475cde9595eff94447500e80716db89b0da005 \
-    --hash=sha256:491535d45cd7ad7e4a2af4a5169b0d07bebf1adfd164b0368da8aa41e19907a5 \
-    --hash=sha256:4a9ab037b71927babc6d9e7fc01aea9e66dc2a4a34dff06ef0724a4049629f94 \
-    --hash=sha256:4c973add636efc61de22530b2ef83a65f39b6d6f656df97f678720e20de26caa \
-    --hash=sha256:4f5d640aeebb438517150fdeec097739614421900e4a08db4a3ef38898798537 \
-    --hash=sha256:523e7da4d43b113bf8e7b49fa4ec0c35bf4fe66b2230bfc5c13cc498f12c6c3e \
-    --hash=sha256:54d86c0cada6aba4ec4c047d0e348cbad7063b87ae0f005d9f8c9ad04d4a92a2 \
-    --hash=sha256:557a0aab88664cc552285316809cab897716a372afaf8efdbef756f8b890e894 \
-    --hash=sha256:5729225de81fb65b70fdb1907fcf08c75d498f4a6f15af005aabb1fdadc19dfa \
-    --hash=sha256:5a28fcedd762349519276c36634e71853b4541079cab4acaaac60c4421827308 \
-    --hash=sha256:5b66584e549e2e32a1398df11da2e0a7eff45d5c2d9db9d5667c5e6ac764d77e \
-    --hash=sha256:5cf90535979089df02e6f17ffd076f07237efa55b7343d98760bde8743c4b265 \
-    --hash=sha256:61760c3925d4633290292bad462e0f737b840508b4f722247d8729684f6539ae \
-    --hash=sha256:62637c769dee16eddb7686bf421be48dfc2fae93832c25e25bc7242e698361ba \
-    --hash=sha256:6273ea2c8ffdac7b7fda2653c49682db815aebf4a89243a6feccf5e36c18c347 \
-    --hash=sha256:646e76293345954acea6966149683047b7b2ace793011922208c8e9da12b0062 \
-    --hash=sha256:664b3199193262277b8b3cd1e754fb07f2c6023289c815a1e1e8fb415cb247b1 \
-    --hash=sha256:66c529f862fdba70558061bb936fe00ddbaaa0c647fd26e4a4356ef1d6561891 \
-    --hash=sha256:6916b9b7d134bff5440098a4deb80e4cb623e68974a87883299de9124126c2a8 \
-    --hash=sha256:692c622c8f859a17c156492783902d8370ac7e121a611bd6fe92cc71acf9ee8d \
-    --hash=sha256:6c1fe4c5404c448b13188dd8bd2ebc2bdd7e6727fa61ff481bcc2cca894018da \
-    --hash=sha256:6c9024169becccf0cb470ada03ee578d7348c119a0d42af3dcf9eda96e3a247c \
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+    --hash=sha256:d0d2568a8c11bf8225044aa94409e21da0cb09dcdafe9ecd10250b2baad531a9 \
+    --hash=sha256:d38548150c39b74aeeb0ce8ee1d8e82696f4a4e16ddc6de7b1d8823f7de4b9b5 \
+    --hash=sha256:d3a978c4f57a597908b7e697229d996d77a6d3c94901e9edee593adada95ce1a \
+    --hash=sha256:d5160812ea7a8a2ffbe233d8da666880cad0cbaf5d4de74ae15c313213d62556 \
+    --hash=sha256:dc799088c08fa04e43144b164feb0c13f9a0bc40503f8df3e9fde58a3c0c101e \
+    --hash=sha256:df3959765b553b9440adfd3c795617c352154e497a4eaf3752555cfb5da8fc49 \
+    --hash=sha256:dfa8a0c812ac681395907e71e1274819dec685fec28273a28905df579ef137e2 \
+    --hash=sha256:e25c479382d26a2a41b7ebea1043564a937db462816ea07afa8a44c0866d52f9 \
+    --hash=sha256:e4f4a984405e91527a0d62649ee21138f8e3d0ef103be488c1dc11a80d7f184b \
+    --hash=sha256:e536c98a7626a98feb2d3eaf75944ef6f3dbee447e1f841eae16f2f0a72d8ddc \
+    --hash=sha256:e56ba91f47764cc14f1daacd723e3e82d1a89d783f0f5afe9c364b8bb491ccdb \
+    --hash=sha256:e672ba74fbc2dc8eea59fb6d4aed6845e6905fc2a8afe93175d94a83ba2a01a0 \
+    --hash=sha256:e7b576130c69225432866fe2f4a469a85a54ade141d96fd396dffcf607b558f8 \
+    --hash=sha256:e8465ab91a4bd96d36dde3263f06caa6a8a6019e4113f24dc753d79a8b3a3f82 \
+    --hash=sha256:e96cea19e34778f8d59fe40775a7a574d95816eb150850a85a7a4c8f4b94ac69 \
+    --hash=sha256:ece5c59f0ce7d001e017643d8d24da587ea1f74f6993467d85ae8a5ef9d4f42b \
+    --hash=sha256:eceb81a8d74f9267ef4081e246ffd6d129da5d87e37a77c9bde550cb04870c1c \
+    --hash=sha256:ed2e99c456e3fadd05c991f8f437ef902e00eedf34320ba2b0842bd1c3ca3a75 \
+    --hash=sha256:f0cd744688278965817fd0839c4a4116add48d23890d468bc436f78beb28abf5 \
+    --hash=sha256:f14f8f046c14563f8eb3f45f499cc658ab8d10072961e07225e507adb700e93f \
+    --hash=sha256:f15489ba13d61f670dcc96772e733aad1a6f9c429cc27574c6cdaed82d0146ad \
+    --hash=sha256:f31d95a179f8d64d90f6831d71fa93290893a33148d890ba15de25642c5d075b \
+    --hash=sha256:f41a7489d32336dbf2199c8c0a215390a751c5b014c2c1c5366e817202e9cdf7 \
+    --hash=sha256:f41eb9797986d6ebac5e8edff36d5cef9de40def462311b3eb3eeded1431e425 \
+    --hash=sha256:f547144f2966e1e16ae626d8ce72b4cfa0caedc7fa28052001c94fb2fcaa1c52
     # via
     #   -r requirements-dev.in
     #   pydantic
@@ -1767,9 +1841,9 @@ pygments==2.19.2 \
     #   pytest
     #   readme-renderer
     #   rich
-pyparsing==3.2.5 \
-    --hash=sha256:2df8d5b7b2802ef88e8d016a2eb9c7aeaa923529cd251ed0fe4608275d4105b6 \
-    --hash=sha256:e38a4f02064cf41fe6593d328d0512495ad1f3d8a91c4f73fc401b3079a59a5e
+pyparsing==3.3.1 \
+    --hash=sha256:023b5e7e5520ad96642e2c6db4cb683d3970bd640cdf7115049a6e9c3682df82 \
+    --hash=sha256:47fad0f17ac1e2cad3de3b458570fbc9b03560aa029ed5e16ee5554da9a2251c
     # via
     #   -r requirements-dev.in
     #   matplotlib
@@ -1786,9 +1860,9 @@ pyproject-hooks==1.2.0 \
     #   -r requirements-dev.in
     #   build
     #   pip-tools
-pytest==8.4.2 \
-    --hash=sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01 \
-    --hash=sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79
+pytest==9.0.2 \
+    --hash=sha256:711ffd45bf766d5264d487b917733b453d917afd2b0ad65223959f59089f875b \
+    --hash=sha256:75186651a92bd89611d1d9fc20f0b4345fd827c41ccd5c299a868a05d70edf11
     # via
     #   -r requirements-dev.in
     #   pytest-cov
@@ -1863,122 +1937,122 @@ rich==14.2.0 \
     # via
     #   -r requirements-dev.in
     #   twine
-rpds-py==0.28.0 \
-    --hash=sha256:03065002fd2e287725d95fbc69688e0c6daf6c6314ba38bdbaa3895418e09296 \
-    --hash=sha256:04c1b207ab8b581108801528d59ad80aa83bb170b35b0ddffb29c20e411acdc1 \
-    --hash=sha256:05cf1e74900e8da73fa08cc76c74a03345e5a3e37691d07cfe2092d7d8e27b04 \
-    --hash=sha256:0a403460c9dd91a7f23fc3188de6d8977f1d9603a351d5db6cf20aaea95b538d \
-    --hash=sha256:0cb7203c7bc69d7c1585ebb33a2e6074492d2fc21ad28a7b9d40457ac2a51ab7 \
-    --hash=sha256:0d3259ea9ad8743a75a43eb7819324cdab393263c91be86e2d1901ee65c314e0 \
-    --hash=sha256:1571ae4292649100d743b26d5f9c63503bb1fedf538a8f29a98dce2d5ba6b4e6 \
-    --hash=sha256:1a4c6b05c685c0c03f80dabaeb73e74218c49deea965ca63f76a752807397207 \
-    --hash=sha256:1e8ee6413cfc677ce8898d9cde18cc3a60fc2ba756b0dec5b71eb6eb21c49fa1 \
-    --hash=sha256:1f0cfd1c69e2d14f8c892b893997fa9a60d890a0c8a603e88dca4955f26d1edd \
-    --hash=sha256:23690b5827e643150cf7b49569679ec13fe9a610a15949ed48b85eb7f98f34ec \
-    --hash=sha256:2374e16cc9131022e7d9a8f8d65d261d9ba55048c78f3b6e017971a4f5e6353c \
-    --hash=sha256:24743a7b372e9a76171f6b69c01aedf927e8ac3e16c474d9fe20d552a8cb45c7 \
-    --hash=sha256:25dbade8fbf30bcc551cb352376c0ad64b067e4fc56f90e22ba70c3ce205988c \
-    --hash=sha256:28ea02215f262b6d078daec0b45344c89e161eab9526b0d898221d96fdda5f27 \
-    --hash=sha256:2e42456917b6687215b3e606ab46aa6bca040c77af7df9a08a6dcfe8a4d10ca5 \
-    --hash=sha256:2e8456b6ee5527112ff2354dd9087b030e3429e43a74f480d4a5ca79d269fd85 \
-    --hash=sha256:3114f4db69ac5a1f32e7e4d1cbbe7c8f9cf8217f78e6e002cedf2d54c2a548ed \
-    --hash=sha256:31eb671150b9c62409a888850aaa8e6533635704fe2b78335f9aaf7ff81eec4d \
-    --hash=sha256:389c29045ee8bbb1627ea190b4976a310a295559eaf9f1464a1a6f2bf84dde78 \
-    --hash=sha256:3aa4dc0fdab4a7029ac63959a3ccf4ed605fee048ba67ce89ca3168da34a1342 \
-    --hash=sha256:3c03002f54cc855860bfdc3442928ffdca9081e73b5b382ed0b9e8efe6e5e205 \
-    --hash=sha256:46959ef2e64f9e4a41fc89aa20dbca2b85531f9a72c21099a3360f35d10b0d5a \
-    --hash=sha256:48b55c1f64482f7d8bd39942f376bfdf2f6aec637ee8c805b5041e14eeb771db \
-    --hash=sha256:4b0cb8a906b1a0196b863d460c0222fb8ad0f34041568da5620f9799b83ccf0b \
-    --hash=sha256:4c6c4db5d73d179746951486df97fd25e92396be07fc29ee8ff9a8f5afbdfb27 \
-    --hash=sha256:4e27d3a5709cc2b3e013bf93679a849213c79ae0573f9b894b284b55e729e120 \
-    --hash=sha256:4fe0438ac4a29a520ea94c8c7f1754cdd8feb1bc490dfda1bfd990072363d527 \
-    --hash=sha256:5338742f6ba7a51012ea470bd4dc600a8c713c0c72adaa0977a1b1f4327d6592 \
-    --hash=sha256:5a7306c19b19005ad98468fcefeb7100b19c79fc23a5f24a12e06d91181193fa \
-    --hash=sha256:5ae8ee156d6b586e4292491e885d41483136ab994e719a13458055bec14cf370 \
-    --hash=sha256:5b43c6a3726efd50f18d8120ec0551241c38785b68952d240c45ea553912ac41 \
-    --hash=sha256:5cfa9af45e7c1140af7321fa0bef25b386ee9faa8928c80dc3a5360971a29e8c \
-    --hash=sha256:5d0145edba8abd3db0ab22b5300c99dc152f5c9021fab861be0f0544dc3cbc5f \
-    --hash=sha256:5d3fd16b6dc89c73a4da0b4ac8b12a7ecc75b2864b95c9e5afed8003cb50a728 \
-    --hash=sha256:5ee514e0f0523db5d3fb171f397c54875dbbd69760a414dccf9d4d7ad628b5bd \
-    --hash=sha256:5f3fa06d27fdcee47f07a39e02862da0100cb4982508f5ead53ec533cd5fe55e \
-    --hash=sha256:66e6fa8e075b58946e76a78e69e1a124a21d9a48a5b4766d15ba5b06869d1fa1 \
-    --hash=sha256:6796079e5d24fdaba6d49bda28e2c47347e89834678f2bc2c1b4fc1489c0fb01 \
-    --hash=sha256:6897bebb118c44b38c9cb62a178e09f1593c949391b9a1a6fe777ccab5934ee7 \
-    --hash=sha256:6aa1bfce3f83baf00d9c5fcdbba93a3ab79958b4c7d7d1f55e7fe68c20e63912 \
-    --hash=sha256:6b4f28583a4f247ff60cd7bdda83db8c3f5b05a7a82ff20dd4b078571747708f \
-    --hash=sha256:6e32dd207e2c4f8475257a3540ab8a93eff997abfa0a3fdb287cae0d6cd874b8 \
-    --hash=sha256:6f0c9266c26580e7243ad0d72fc3e01d6b33866cfab5084a6da7576bcf1c4f72 \
-    --hash=sha256:735f8495a13159ce6a0d533f01e8674cec0c57038c920495f87dcb20b3ddb48a \
-    --hash=sha256:76500820c2af232435cbe215e3324c75b950a027134e044423f59f5b9a1ba515 \
-    --hash=sha256:7a4e59c90d9c27c561eb3160323634a9ff50b04e4f7820600a2beb0ac90db578 \
-    --hash=sha256:7a52a5169c664dfb495882adc75c304ae1d50df552fbd68e100fdc719dee4ff9 \
-    --hash=sha256:7a69df082db13c7070f7b8b1f155fa9e687f1d6aefb7b0e3f7231653b79a067b \
-    --hash=sha256:7b0f9dceb221792b3ee6acb5438eb1f02b0cb2c247796a72b016dcc92c6de829 \
-    --hash=sha256:7b14b0c680286958817c22d76fcbca4800ddacef6f678f3a7c79a1fe7067fe37 \
-    --hash=sha256:7b6013db815417eeb56b2d9d7324e64fcd4fa289caeee6e7a78b2e11fc9b438a \
-    --hash=sha256:7b7d9d83c942855e4fdcfa75d4f96f6b9e272d42fffcb72cd4bb2577db2e2907 \
-    --hash=sha256:8014045a15b4d2b3476f0a287fcc93d4f823472d7d1308d47884ecac9e612be3 \
-    --hash=sha256:8455933b4bcd6e83fde3fefc987a023389c4b13f9a58c8d23e4b3f6d13f78c84 \
-    --hash=sha256:85beb8b3f45e4e32f6802fb6cd6b17f615ef6c6a52f265371fb916fae02814aa \
-    --hash=sha256:8a358a32dd3ae50e933347889b6af9a1bdf207ba5d1a3f34e1a38cd3540e6733 \
-    --hash=sha256:8aa23b6f0fc59b85b4c7d89ba2965af274346f738e8d9fc2455763602e62fd5f \
-    --hash=sha256:8d252db6b1a78d0a3928b6190156042d54c93660ce4d98290d7b16b5296fb7cc \
-    --hash=sha256:8f60c7ea34e78c199acd0d3cda37a99be2c861dd2b8cf67399784f70c9f8e57d \
-    --hash=sha256:961ca621ff10d198bbe6ba4957decca61aa2a0c56695384c1d6b79bf61436df5 \
-    --hash=sha256:9a5690671cd672a45aa8616d7374fdf334a1b9c04a0cac3c854b1136e92374fe \
-    --hash=sha256:9a7548b345f66f6695943b4ef6afe33ccd3f1b638bd9afd0f730dd255c249c9e \
-    --hash=sha256:9f1d92ecea4fa12f978a367c32a5375a1982834649cdb96539dcdc12e609ab1a \
-    --hash=sha256:a2036d09b363aa36695d1cc1a97b36865597f4478470b0697b5ee9403f4fe399 \
-    --hash=sha256:a3b695a8fa799dd2cfdb4804b37096c5f6dba1ac7f48a7fbf6d0485bcd060316 \
-    --hash=sha256:a410542d61fc54710f750d3764380b53bf09e8c4edbf2f9141a82aa774a04f7c \
-    --hash=sha256:a6fe887c2c5c59413353b7c0caff25d0e566623501ccfff88957fa438a69377d \
-    --hash=sha256:a805e9b3973f7e27f7cab63a6b4f61d90f2e5557cff73b6e97cd5b8540276d3d \
-    --hash=sha256:abd4df20485a0983e2ca334a216249b6186d6e3c1627e106651943dbdb791aea \
-    --hash=sha256:ac9f83e7b326a3f9ec3ef84cda98fb0a74c7159f33e692032233046e7fd15da2 \
-    --hash=sha256:acbe5e8b1026c0c580d0321c8aae4b0a1e1676861d48d6e8c6586625055b606a \
-    --hash=sha256:ad50614a02c8c2962feebe6012b52f9802deec4263946cddea37aaf28dd25a66 \
-    --hash=sha256:ada7754a10faacd4f26067e62de52d6af93b6d9542f0df73c57b9771eb3ba9c4 \
-    --hash=sha256:adc8aa88486857d2b35d75f0640b949759f79dc105f50aa2c27816b2e0dd749f \
-    --hash=sha256:b1b553dd06e875249fd43efd727785efb57a53180e0fde321468222eabbeaafa \
-    --hash=sha256:b1cde22f2c30ebb049a9e74c5374994157b9b70a16147d332f89c99c5960737a \
-    --hash=sha256:b3072b16904d0b5572a15eb9d31c1954e0d3227a585fc1351aa9878729099d6c \
-    --hash=sha256:b670c30fd87a6aec281c3c9896d3bae4b205fd75d79d06dc87c2503717e46092 \
-    --hash=sha256:b8e1e9be4fa6305a16be628959188e4fd5cd6f1b0e724d63c6d8b2a8adf74ea6 \
-    --hash=sha256:b9699fa7990368b22032baf2b2dce1f634388e4ffc03dfefaaac79f4695edc95 \
-    --hash=sha256:b9b06fe1a75e05e0713f06ea0c89ecb6452210fd60e2f1b6ddc1067b990e08d9 \
-    --hash=sha256:bbdc5640900a7dbf9dd707fe6388972f5bbd883633eb68b76591044cfe346f7e \
-    --hash=sha256:bcf1d210dfee61a6c86551d67ee1031899c0fdbae88b2d44a569995d43797712 \
-    --hash=sha256:bd3bbba5def70b16cd1c1d7255666aad3b290fbf8d0fe7f9f91abafb73611a91 \
-    --hash=sha256:beb880a9ca0a117415f241f66d56025c02037f7c4efc6fe59b5b8454f1eaa50d \
-    --hash=sha256:c2a34fd26588949e1e7977cfcbb17a9a42c948c100cab890c6d8d823f0586457 \
-    --hash=sha256:c9a40040aa388b037eb39416710fbcce9443498d2eaab0b9b45ae988b53f5c67 \
-    --hash=sha256:cf128350d384b777da0e68796afdcebc2e9f63f0e9f242217754e647f6d32491 \
-    --hash=sha256:cf681ac76a60b667106141e11a92a3330890257e6f559ca995fbb5265160b56e \
-    --hash=sha256:d15431e334fba488b081d47f30f091e5d03c18527c325386091f31718952fe08 \
-    --hash=sha256:d2412be8d00a1b895f8ad827cc2116455196e20ed994bb704bf138fe91a42724 \
-    --hash=sha256:d61b355c3275acb825f8777d6c4505f42b5007e357af500939d4a35b19177259 \
-    --hash=sha256:d678e91b610c29c4b3d52a2c148b641df2b4676ffe47c59f6388d58b99cdc424 \
-    --hash=sha256:d7366b6553cdc805abcc512b849a519167db8f5e5c3472010cd1228b224265cb \
-    --hash=sha256:dcdcb890b3ada98a03f9f2bb108489cdc7580176cb73b4f2d789e9a1dac1d472 \
-    --hash=sha256:dd8d86b5d29d1b74100982424ba53e56033dc47720a6de9ba0259cf81d7cecaa \
-    --hash=sha256:e0a0311caedc8069d68fc2bf4c9019b58a2d5ce3cd7cb656c845f1615b577e1e \
-    --hash=sha256:e1460ebde1bcf6d496d80b191d854adedcc619f84ff17dc1c6d550f58c9efbba \
-    --hash=sha256:e3eb248f2feba84c692579257a043a7699e28a77d86c77b032c1d9fbb3f0219c \
-    --hash=sha256:e5bbc701eff140ba0e872691d573b3d5d30059ea26e5785acba9132d10c8c31d \
-    --hash=sha256:e5d9b86aa501fed9862a443c5c3116f6ead8bc9296185f369277c42542bd646b \
-    --hash=sha256:e5deca01b271492553fdb6c7fd974659dce736a15bae5dad7ab8b93555bceb28 \
-    --hash=sha256:e80848a71c78aa328fefaba9c244d588a342c8e03bda518447b624ea64d1ff56 \
-    --hash=sha256:e819e0e37a44a78e1383bf1970076e2ccc4dc8c2bbaa2f9bd1dc987e9afff628 \
-    --hash=sha256:e9e184408a0297086f880556b6168fa927d677716f83d3472ea333b42171ee3b \
-    --hash=sha256:edd267266a9b0448f33dc465a97cfc5d467594b600fe28e7fa2f36450e03053a \
-    --hash=sha256:efd489fec7c311dae25e94fe7eeda4b3d06be71c68f2cf2e8ef990ffcd2cd7e8 \
-    --hash=sha256:f0b2044fdddeea5b05df832e50d2a06fe61023acb44d76978e1b060206a8a476 \
-    --hash=sha256:f274f56a926ba2dc02976ca5b11c32855cbd5925534e57cfe1fda64e04d1add2 \
-    --hash=sha256:f296ea3054e11fc58ad42e850e8b75c62d9a93a9f981ad04b2e5ae7d2186ff9c \
-    --hash=sha256:f4794c6c3fbe8f9ac87699b131a1f26e7b4abcf6d828da46a3a52648c7930eba \
-    --hash=sha256:f586db2e209d54fe177e58e0bc4946bea5fb0102f150b1b2f13de03e1f0976f8 \
-    --hash=sha256:f5e7101145427087e493b9c9b959da68d357c28c562792300dd21a095118ed16 \
-    --hash=sha256:f9174471d6920cbc5e82a7822de8dfd4dcea86eb828b04fc8c6519a77b0ee51e
+rpds-py==0.30.0 \
+    --hash=sha256:07ae8a593e1c3c6b82ca3292efbe73c30b61332fd612e05abee07c79359f292f \
+    --hash=sha256:0a59119fc6e3f460315fe9d08149f8102aa322299deaa5cab5b40092345c2136 \
+    --hash=sha256:0c0e95f6819a19965ff420f65578bacb0b00f251fefe2c8b23347c37174271f3 \
+    --hash=sha256:0d08f00679177226c4cb8c5265012eea897c8ca3b93f429e546600c971bcbae7 \
+    --hash=sha256:0ed177ed9bded28f8deb6ab40c183cd1192aa0de40c12f38be4d59cd33cb5c65 \
+    --hash=sha256:12f90dd7557b6bd57f40abe7747e81e0c0b119bef015ea7726e69fe550e394a4 \
+    --hash=sha256:1726859cd0de969f88dc8673bdd954185b9104e05806be64bcd87badbe313169 \
+    --hash=sha256:1ab5b83dbcf55acc8b08fc62b796ef672c457b17dbd7820a11d6c52c06839bdf \
+    --hash=sha256:1b151685b23929ab7beec71080a8889d4d6d9fa9a983d213f07121205d48e2c4 \
+    --hash=sha256:1f3587eb9b17f3789ad50824084fa6f81921bbf9a795826570bda82cb3ed91f2 \
+    --hash=sha256:250fa00e9543ac9b97ac258bd37367ff5256666122c2d0f2bc97577c60a1818c \
+    --hash=sha256:2771c6c15973347f50fece41fc447c054b7ac2ae0502388ce3b6738cd366e3d4 \
+    --hash=sha256:27f4b0e92de5bfbc6f86e43959e6edd1425c33b5e69aab0984a72047f2bcf1e3 \
+    --hash=sha256:2e6ecb5a5bcacf59c3f912155044479af1d0b6681280048b338b28e364aca1f6 \
+    --hash=sha256:32c8528634e1bf7121f3de08fa85b138f4e0dc47657866630611b03967f041d7 \
+    --hash=sha256:33f559f3104504506a44bb666b93a33f5d33133765b0c216a5bf2f1e1503af89 \
+    --hash=sha256:3896fa1be39912cf0757753826bc8bdc8ca331a28a7c4ae46b7a21280b06bb85 \
+    --hash=sha256:389a2d49eded1896c3d48b0136ead37c48e221b391c052fba3f4055c367f60a6 \
+    --hash=sha256:39c02563fc592411c2c61d26b6c5fe1e51eaa44a75aa2c8735ca88b0d9599daa \
+    --hash=sha256:3adbb8179ce342d235c31ab8ec511e66c73faa27a47e076ccc92421add53e2bb \
+    --hash=sha256:3d4a69de7a3e50ffc214ae16d79d8fbb0922972da0356dcf4d0fdca2878559c6 \
+    --hash=sha256:3e62880792319dbeb7eb866547f2e35973289e7d5696c6e295476448f5b63c87 \
+    --hash=sha256:3e8eeb0544f2eb0d2581774be4c3410356eba189529a6b3e36bbbf9696175856 \
+    --hash=sha256:422c3cb9856d80b09d30d2eb255d0754b23e090034e1deb4083f8004bd0761e4 \
+    --hash=sha256:4559c972db3a360808309e06a74628b95eaccbf961c335c8fe0d590cf587456f \
+    --hash=sha256:46e83c697b1f1c72b50e5ee5adb4353eef7406fb3f2043d64c33f20ad1c2fc53 \
+    --hash=sha256:47b0ef6231c58f506ef0b74d44e330405caa8428e770fec25329ed2cb971a229 \
+    --hash=sha256:47e77dc9822d3ad616c3d5759ea5631a75e5809d5a28707744ef79d7a1bcfcad \
+    --hash=sha256:47f236970bccb2233267d89173d3ad2703cd36a0e2a6e92d0560d333871a3d23 \
+    --hash=sha256:47f9a91efc418b54fb8190a6b4aa7813a23fb79c51f4bb84e418f5476c38b8db \
+    --hash=sha256:495aeca4b93d465efde585977365187149e75383ad2684f81519f504f5c13038 \
+    --hash=sha256:4c5f36a861bc4b7da6516dbdf302c55313afa09b81931e8280361a4f6c9a2d27 \
+    --hash=sha256:4cc2206b76b4f576934f0ed374b10d7ca5f457858b157ca52064bdfc26b9fc00 \
+    --hash=sha256:4e7fc54e0900ab35d041b0601431b0a0eb495f0851a0639b6ef90f7741b39a18 \
+    --hash=sha256:51a1234d8febafdfd33a42d97da7a43f5dcb120c1060e352a3fbc0c6d36e2083 \
+    --hash=sha256:55f66022632205940f1827effeff17c4fa7ae1953d2b74a8581baaefb7d16f8c \
+    --hash=sha256:58edca431fb9b29950807e301826586e5bbf24163677732429770a697ffe6738 \
+    --hash=sha256:5965af57d5848192c13534f90f9dd16464f3c37aaf166cc1da1cae1fd5a34898 \
+    --hash=sha256:5ba103fb455be00f3b1c2076c9d4264bfcb037c976167a6047ed82f23153f02e \
+    --hash=sha256:5d4c2aa7c50ad4728a094ebd5eb46c452e9cb7edbfdb18f9e1221f597a73e1e7 \
+    --hash=sha256:61046904275472a76c8c90c9ccee9013d70a6d0f73eecefd38c1ae7c39045a08 \
+    --hash=sha256:613aa4771c99f03346e54c3f038e4cc574ac09a3ddfb0e8878487335e96dead6 \
+    --hash=sha256:626a7433c34566535b6e56a1b39a7b17ba961e97ce3b80ec62e6f1312c025551 \
+    --hash=sha256:669b1805bd639dd2989b281be2cfd951c6121b65e729d9b843e9639ef1fd555e \
+    --hash=sha256:679ae98e00c0e8d68a7fda324e16b90fd5260945b45d3b824c892cec9eea3288 \
+    --hash=sha256:67b02ec25ba7a9e8fa74c63b6ca44cf5707f2fbfadae3ee8e7494297d56aa9df \
+    --hash=sha256:68f19c879420aa08f61203801423f6cd5ac5f0ac4ac82a2368a9fcd6a9a075e0 \
+    --hash=sha256:692bef75a5525db97318e8cd061542b5a79812d711ea03dbc1f6f8dbb0c5f0d2 \
+    --hash=sha256:6abc8880d9d036ecaafe709079969f56e876fcf107f7a8e9920ba6d5a3878d05 \
+    --hash=sha256:6bdfdb946967d816e6adf9a3d8201bfad269c67efe6cefd7093ef959683c8de0 \
+    --hash=sha256:6de2a32a1665b93233cde140ff8b3467bdb9e2af2b91079f0333a0974d12d464 \
+    --hash=sha256:73c67f2db7bc334e518d097c6d1e6fed021bbc9b7d678d6cc433478365d1d5f5 \
+    --hash=sha256:74a3243a411126362712ee1524dfc90c650a503502f135d54d1b352bd01f2404 \
+    --hash=sha256:76fec018282b4ead0364022e3c54b60bf368b9d926877957a8624b58419169b7 \
+    --hash=sha256:7c64d38fb49b6cdeda16ab49e35fe0da2e1e9b34bc38bd78386530f218b37139 \
+    --hash=sha256:7cee9c752c0364588353e627da8a7e808a66873672bcb5f52890c33fd965b394 \
+    --hash=sha256:7e6ecfcb62edfd632e56983964e6884851786443739dbfe3582947e87274f7cb \
+    --hash=sha256:806f36b1b605e2d6a72716f321f20036b9489d29c51c91f4dd29a3e3afb73b15 \
+    --hash=sha256:858738e9c32147f78b3ac24dc0edb6610000e56dc0f700fd5f651d0a0f0eb9ff \
+    --hash=sha256:8d6d1cc13664ec13c1b84241204ff3b12f9bb82464b8ad6e7a5d3486975c2eed \
+    --hash=sha256:9027da1ce107104c50c81383cae773ef5c24d296dd11c99e2629dbd7967a20c6 \
+    --hash=sha256:922e10f31f303c7c920da8981051ff6d8c1a56207dbdf330d9047f6d30b70e5e \
+    --hash=sha256:945dccface01af02675628334f7cf49c2af4c1c904748efc5cf7bbdf0b579f95 \
+    --hash=sha256:946fe926af6e44f3697abbc305ea168c2c31d3e3ef1058cf68f379bf0335a78d \
+    --hash=sha256:95f0802447ac2d10bcc69f6dc28fe95fdf17940367b21d34e34c737870758950 \
+    --hash=sha256:9854cf4f488b3d57b9aaeb105f06d78e5529d3145b1e4a41750167e8c213c6d3 \
+    --hash=sha256:993914b8e560023bc0a8bf742c5f303551992dcb85e247b1e5c7f4a7d145bda5 \
+    --hash=sha256:99b47d6ad9a6da00bec6aabe5a6279ecd3c06a329d4aa4771034a21e335c3a97 \
+    --hash=sha256:9a4e86e34e9ab6b667c27f3211ca48f73dba7cd3d90f8d5b11be56e5dbc3fb4e \
+    --hash=sha256:9cf69cdda1f5968a30a359aba2f7f9aa648a9ce4b580d6826437f2b291cfc86e \
+    --hash=sha256:a090322ca841abd453d43456ac34db46e8b05fd9b3b4ac0c78bcde8b089f959b \
+    --hash=sha256:a1010ed9524c73b94d15919ca4d41d8780980e1765babf85f9a2f90d247153dd \
+    --hash=sha256:a161f20d9a43006833cd7068375a94d035714d73a172b681d8881820600abfad \
+    --hash=sha256:a1d0bc22a7cdc173fedebb73ef81e07faef93692b8c1ad3733b67e31e1b6e1b8 \
+    --hash=sha256:a2bffea6a4ca9f01b3f8e548302470306689684e61602aa3d141e34da06cf425 \
+    --hash=sha256:a452763cc5198f2f98898eb98f7569649fe5da666c2dc6b5ddb10fde5a574221 \
+    --hash=sha256:a4796a717bf12b9da9d3ad002519a86063dcac8988b030e405704ef7d74d2d9d \
+    --hash=sha256:a51033ff701fca756439d641c0ad09a41d9242fa69121c7d8769604a0a629825 \
+    --hash=sha256:a8fa71a2e078c527c3e9dc9fc5a98c9db40bcc8a92b4e8858e36d329f8684b51 \
+    --hash=sha256:ac37f9f516c51e5753f27dfdef11a88330f04de2d564be3991384b2f3535d02e \
+    --hash=sha256:ac98b175585ecf4c0348fd7b29c3864bda53b805c773cbf7bfdaffc8070c976f \
+    --hash=sha256:acd7eb3f4471577b9b5a41baf02a978e8bdeb08b4b355273994f8b87032000a8 \
+    --hash=sha256:ad1fa8db769b76ea911cb4e10f049d80bf518c104f15b3edb2371cc65375c46f \
+    --hash=sha256:b40fb160a2db369a194cb27943582b38f79fc4887291417685f3ad693c5a1d5d \
+    --hash=sha256:b4dc1a6ff022ff85ecafef7979a2c6eb423430e05f1165d6688234e62ba99a07 \
+    --hash=sha256:ba3af48635eb83d03f6c9735dfb21785303e73d22ad03d489e88adae6eab8877 \
+    --hash=sha256:ba81a9203d07805435eb06f536d95a266c21e5b2dfbf6517748ca40c98d19e31 \
+    --hash=sha256:c2262bdba0ad4fc6fb5545660673925c2d2a5d9e2e0fb603aad545427be0fc58 \
+    --hash=sha256:c77afbd5f5250bf27bf516c7c4a016813eb2d3e116139aed0096940c5982da94 \
+    --hash=sha256:ca28829ae5f5d569bb62a79512c842a03a12576375d5ece7d2cadf8abe96ec28 \
+    --hash=sha256:cdc62c8286ba9bf7f47befdcea13ea0e26bf294bda99758fd90535cbaf408000 \
+    --hash=sha256:d948b135c4693daff7bc2dcfc4ec57237a29bd37e60c2fabf5aff2bbacf3e2f1 \
+    --hash=sha256:d96c2086587c7c30d44f31f42eae4eac89b60dabbac18c7669be3700f13c3ce1 \
+    --hash=sha256:d9a0ca5da0386dee0655b4ccdf46119df60e0f10da268d04fe7cc87886872ba7 \
+    --hash=sha256:da279aa314f00acbb803da1e76fa18666778e8a8f83484fba94526da5de2cba7 \
+    --hash=sha256:dbd936cde57abfee19ab3213cf9c26be06d60750e60a8e4dd85d1ab12c8b1f40 \
+    --hash=sha256:dc4f992dfe1e2bc3ebc7444f6c7051b4bc13cd8e33e43511e8ffd13bf407010d \
+    --hash=sha256:dc824125c72246d924f7f796b4f63c1e9dc810c7d9e2355864b3c3a73d59ade0 \
+    --hash=sha256:dd8ff7cf90014af0c0f787eea34794ebf6415242ee1d6fa91eaba725cc441e84 \
+    --hash=sha256:dea5b552272a944763b34394d04577cf0f9bd013207bc32323b5a89a53cf9c2f \
+    --hash=sha256:dff13836529b921e22f15cb099751209a60009731a68519630a24d61f0b1b30a \
+    --hash=sha256:e0b65193a413ccc930671c55153a03ee57cecb49e6227204b04fae512eb657a7 \
+    --hash=sha256:e5d3e6b26f2c785d65cc25ef1e5267ccbe1b069c5c21b8cc724efee290554419 \
+    --hash=sha256:e7536cd91353c5273434b4e003cbda89034d67e7710eab8761fd918ec6c69cf8 \
+    --hash=sha256:eb0b93f2e5c2189ee831ee43f156ed34e2a89a78a66b98cadad955972548be5a \
+    --hash=sha256:eb2c4071ab598733724c08221091e8d80e89064cd472819285a9ab0f24bcedb9 \
+    --hash=sha256:ec7c4490c672c1a0389d319b3a9cfcd098dcdc4783991553c332a15acf7249be \
+    --hash=sha256:ee454b2a007d57363c2dfd5b6ca4a5d7e2c518938f8ed3b706e37e5d470801ed \
+    --hash=sha256:ee6af14263f25eedc3bb918a3c04245106a42dfd4f5c2285ea6f997b1fc3f89a \
+    --hash=sha256:f14fc5df50a716f7ece6a80b6c78bb35ea2ca47c499e422aa4463455dd96d56d \
+    --hash=sha256:f207f69853edd6f6700b86efb84999651baf3789e78a466431df1331608e5324 \
+    --hash=sha256:f251c812357a3fed308d684a5079ddfb9d933860fc6de89f2b7ab00da481e65f \
+    --hash=sha256:f83424d738204d9770830d35290ff3273fbb02b41f919870479fab14b9d303b2 \
+    --hash=sha256:f8d1736cfb49381ba528cd5baa46f82fdc65c06e843dab24dd70b63d09121b3f \
+    --hash=sha256:fe5fa731a1fa8a0a56b0977413f8cacac1768dad38d16b3a296712709476fbd5
     # via
     #   -r requirements-dev.in
     #   jsonschema
@@ -1989,26 +2063,26 @@ rsa==4.9.1 \
     # via
     #   -r requirements-dev.in
     #   google-auth
-ruff==0.14.3 \
-    --hash=sha256:0e2f8a0bbcffcfd895df39c9a4ecd59bb80dca03dc43f7fb63e647ed176b741e \
-    --hash=sha256:1ec1ac071e7e37e0221d2f2dbaf90897a988c531a8592a6a5959f0603a1ecf5e \
-    --hash=sha256:26eb477ede6d399d898791d01961e16b86f02bc2486d0d1a7a9bb2379d055dc1 \
-    --hash=sha256:3d6bc90307c469cb9d28b7cfad90aaa600b10d67c6e22026869f585e1e8a2db0 \
-    --hash=sha256:469e35872a09c0e45fecf48dd960bfbce056b5db2d5e6b50eca329b4f853ae20 \
-    --hash=sha256:4ff876d2ab2b161b6de0aa1f5bd714e8e9b4033dc122ee006925fbacc4f62153 \
-    --hash=sha256:678fdd7c7d2d94851597c23ee6336d25f9930b460b55f8598e011b57c74fd8c5 \
-    --hash=sha256:71ff6edca490c308f083156938c0c1a66907151263c4abdcb588602c6e696a14 \
-    --hash=sha256:786ee3ce6139772ff9272aaf43296d975c0217ee1b97538a98171bf0d21f87ed \
-    --hash=sha256:7bfc42f81862749a7136267a343990f865e71fe2f99cf8d2958f684d23ce3dfa \
-    --hash=sha256:876b21e6c824f519446715c1342b8e60f97f93264012de9d8d10314f8a79c371 \
-    --hash=sha256:a497ec0c3d2c88561b6d90f9c29f5ae68221ac00d471f306fa21fa4264ce5fcd \
-    --hash=sha256:a65e448cfd7e9c59fae8cf37f9221585d3354febaad9a07f29158af1528e165f \
-    --hash=sha256:afcdc4b5335ef440d19e7df9e8ae2ad9f749352190e96d481dc501b753f0733e \
-    --hash=sha256:b6fd8c79b457bedd2abf2702b9b472147cd860ed7855c73a5247fa55c9117654 \
-    --hash=sha256:cd6291d0061811c52b8e392f946889916757610d45d004e41140d81fb6cd5ddc \
-    --hash=sha256:d7b7006ac0756306db212fd37116cce2bd307e1e109375e1c6c106002df0ae5f \
-    --hash=sha256:e231e1be58fc568950a04fbe6887c8e4b85310e7889727e2b81db205c45059eb \
-    --hash=sha256:f3d91857d023ba93e14ed2d462ab62c3428f9bbf2b4fbac50a03ca66d31991f7
+ruff==0.14.10 \
+    --hash=sha256:104c49fc7ab73f3f3a758039adea978869a918f31b73280db175b43a2d9b51d6 \
+    --hash=sha256:1484983559f026788e3a5c07c81ef7d1e97c1c78ed03041a18f75df104c45405 \
+    --hash=sha256:16a01dfb7b9e4eee556fbfd5392806b1b8550c9b4a9f6acd3dbe6812b193c70a \
+    --hash=sha256:213db2b2e44be8625002dbea33bb9c60c66ea2c07c084a00d55732689d697a7f \
+    --hash=sha256:466297bd73638c6bdf06485683e812db1c00c7ac96d4ddd0294a338c62fdc154 \
+    --hash=sha256:4bb98fcbbc61725968893682fd4df8966a34611239c9fd07a1f6a07e7103d08e \
+    --hash=sha256:59aabd2e2c4fd614d2862e7939c34a532c04f1084476d6833dddef4afab87e9f \
+    --hash=sha256:5bcf45b681e9f1ee6445d317ce1fa9d6cba9a6049542d1c3d5b5958986be8830 \
+    --hash=sha256:674f9be9372907f7257c51f1d4fc902cb7cf014b9980152b802794317941f08f \
+    --hash=sha256:6987ebe0501ae4f4308d7d24e2d0fe3d7a98430f5adfd0f1fead050a740a3a77 \
+    --hash=sha256:7165d31a925b7a294465fa81be8c12a0e9b60fb02bf177e79067c867e71f8b1f \
+    --hash=sha256:7a3ce585f2ade3e1f29ec1b92df13e3da262178df8c8bdf876f48fa0e8316c49 \
+    --hash=sha256:9a2e830f075d1a42cd28420d7809ace390832a490ed0966fe373ba288e77aaf4 \
+    --hash=sha256:b914c40ab64865a17a9a5b67911d14df72346a634527240039eb3bd650e5979d \
+    --hash=sha256:c561695675b972effb0c0a45db233f2c816ff3da8dcfbe7dfc7eed625f218935 \
+    --hash=sha256:c70427132db492d25f982fffc8d6c7535cc2fd2c83fc8888f05caaa248521e60 \
+    --hash=sha256:d85713d522348837ef9df8efca33ccb8bd6fcfc86a2cde3ccb4bc9d28a18003d \
+    --hash=sha256:e51d046cf6dda98a4633b8a8a771451107413b0f07183b2bef03f075599e44e6 \
+    --hash=sha256:f24b47993a9d8cb858429e97bdf8544c78029f09b520af615c1d261bf827001d
     # via
     #   -r requirements-dev.in
     #   pytest-ruff
@@ -2070,9 +2144,9 @@ scipy-stubs==1.15.3.0 \
     --hash=sha256:a251254cf4fd6e7fb87c55c1feee92d32ddbc1f542ecdf6a0159cdb81c2fb62d \
     --hash=sha256:e8f76c9887461cf9424c1e2ad78ea5dac71dd4cbb383dc85f91adfe8f74d1e17
     # via -r requirements-dev.in
-secretstorage==3.4.0 \
-    --hash=sha256:0e3b6265c2c63509fb7415717607e4b2c9ab767b7f344a57473b779ca13bd02e \
-    --hash=sha256:c46e216d6815aff8a8a18706a2fbfd8d53fcbb0dce99301881687a1b0289ef7c
+secretstorage==3.5.0 \
+    --hash=sha256:0ce65888c0725fcb2c5bc0fdb8e5438eece02c523557ea40ce0703c266248137 \
+    --hash=sha256:f04b8e4689cbce351744d5537bf6b1329c6fc68f91fa666f60a380edddcd11be
     # via
     #   -r requirements-dev.in
     #   keyring
@@ -2088,37 +2162,43 @@ smmap==5.0.2 \
     # via
     #   -r requirements-dev.in
     #   gitdb
-statsmodels==0.14.5 \
-    --hash=sha256:128872be8f3208f4446d91ea9e4261823902fc7997fee7e1a983eb62fd3b7c6e \
-    --hash=sha256:145bc39b2cb201efb6c83cc3f2163c269e63b0d4809801853dec6f440bd3bc37 \
-    --hash=sha256:1cab9e6fce97caf4239cdb2df375806937da5d0b7ba2699b13af33a07f438464 \
-    --hash=sha256:1e9742d8a5ac38a3bfc4b7f4b0681903920f20cbbf466d72b1fd642033846108 \
-    --hash=sha256:26c028832730aebfbfd4e7501694e1f9ad31ec8536e776716673f4e7afd4059a \
-    --hash=sha256:2a06bca03b7a492f88c8106103ab75f1a5ced25de90103a89f3a287518017939 \
-    --hash=sha256:37e7364a39f9aa3b51d15a208c2868b90aadb8412f868530f5cba9197cb00eaa \
-    --hash=sha256:4263d7f4d0f1d5ac6eb4db22e1ee34264a14d634b9332c975c9d9109b6b46e12 \
-    --hash=sha256:4a060c7e0841c549c8ce2825fd6687e6757e305d9c11c9a73f6c5a0ce849bb69 \
-    --hash=sha256:4b7091a8442076c708c926de3603653a160955e80a2b6d931475b7bb8ddc02e5 \
-    --hash=sha256:4e5e26b21d2920905764fb0860957d08b5ba2fae4466ef41b1f7c53ecf9fc7fa \
-    --hash=sha256:56da20def5350d676388213a330fd40ed15d0e8dd0bb1b92c0e4b0f2a65d3ad2 \
-    --hash=sha256:5a085d47c8ef5387279a991633883d0e700de2b0acc812d7032d165888627bef \
-    --hash=sha256:6264fb00e02f858b86bd01ef2dc05055a71d4a0cc7551b9976b07b0f0e6cf24f \
-    --hash=sha256:86224f6e36f38486e471e75759d241fe2912d8bc25ab157d54ee074c6aedbf45 \
-    --hash=sha256:906263134dd1a640e55ecb01fda4a9be7b9e08558dba9e4c4943a486fdb0c9c8 \
-    --hash=sha256:9118f76344f77cffbb3a9cbcff8682b325be5eed54a4b3253e09da77a74263d3 \
-    --hash=sha256:9dc4ee159070557c9a6c000625d85f653de437772fe7086857cff68f501afe45 \
-    --hash=sha256:9f866b2ebb2904b47c342d00def83c526ef2eb1df6a9a3c94ba5fe63d0005aec \
-    --hash=sha256:9fc2b5cdc0c95cba894849651fec1fa1511d365e3eb72b0cc75caac44077cd48 \
-    --hash=sha256:afb37ca1d70d99b5fd876e8574ea46372298ae0f0a8b17e4cf0a9afd2373ae62 \
-    --hash=sha256:b23b8f646dd78ef5e8d775d879208f8dc0a73418b41c16acac37361ff9ab7738 \
-    --hash=sha256:b2ed065bfbaf8bb214c7201656df840457c2c8c65e1689e3eb09dc7440f9c61c \
-    --hash=sha256:b8d96b0bbaeabd3a557c35cc7249baa9cfbc6dd305c32a9f2cbdd7f46c037e7f \
-    --hash=sha256:c3dd760a6fa80cd5e0371685c697bb9c2c0e6e1f394d975e596a1e6d0bbb9372 \
-    --hash=sha256:d7c14fb2617bb819fb2532e1424e1da2b98a3419a80e95f33365a72d437d474e \
-    --hash=sha256:de260e58cccfd2ceddf835b55a357233d6ca853a1aa4f90f7553a52cc71c6ddf \
-    --hash=sha256:ec56f771d9529cdc17ed2fb2a950d100b6e83a7c5372aae8ac5bb065c474b856 \
-    --hash=sha256:f2ad5aee04ae7196c429df2174df232c057e478c5fa63193d01c8ec9aae04d31 \
-    --hash=sha256:f402fc793458dd6d96e099acb44cd1de1428565bf7ef3030878a8daff091f08a
+statsmodels==0.14.6 \
+    --hash=sha256:00781869991f8f02ad3610da6627fd26ebe262210287beb59761982a8fa88cae \
+    --hash=sha256:0444e88557df735eda7db330806fe09d51c9f888bb1f5906cb3a61fb1a3ed4a8 \
+    --hash=sha256:06eec42d682fdb09fe5d70a05930857efb141754ec5a5056a03304c1b5e32fd9 \
+    --hash=sha256:0f52ef0f0b63b8fd11e1ef1c2a1e73a410720b8715c9a83a26d733b6815597fe \
+    --hash=sha256:109012088b3e370080846ab053c76d125268631410142daad2f8c10770e8e8d9 \
+    --hash=sha256:151b73e29f01fe619dbce7f66d61a356e9d1fe5e906529b78807df9189c37721 \
+    --hash=sha256:19b58cf7474aa9e7e3b0771a66537148b2df9b5884fbf156096c0e6c1ff0469d \
+    --hash=sha256:26d4f0ed3b31f3c86f83a92f5c1f5cbe63fc992cd8915daf28ca49be14463a1c \
+    --hash=sha256:2738a00fca51196f5a7d44b06970ace6b8b30289839e4808d656f8a98e35faa7 \
+    --hash=sha256:3414e40c073d725007a6603a18247ab7af3467e1af4a5e5a24e4c27bc26673b4 \
+    --hash=sha256:341fa68a7403e10a95c7b6e41134b0da3a7b835ecff1eb266294408535a06eb6 \
+    --hash=sha256:3bef39f8587754f2d644b2e831e102fa08ace9a5a1af4b583b122e6fd3e083ab \
+    --hash=sha256:47ee7af083623d2091954fa71c7549b8443168f41b7c5dce66510274c50fd73e \
+    --hash=sha256:4d0c1b0f9f6915619e2a0d3853e5763d4d66876892ad352e7d7b93a737556978 \
+    --hash=sha256:4d17873d3e607d398b85126cd4ed7aad89e4e9d89fc744cdab1af3189a996c2a \
+    --hash=sha256:6ad5c2810fc6c684254a7792bf1cbaf1606cdee2a253f8bd259c43135d87cfb4 \
+    --hash=sha256:730f3297b26749b216a06e4327fe0be59b8d05f7d594fb6caff4287b69654589 \
+    --hash=sha256:73f305fbf31607b35ce919fae636ab8b80d175328ed38fdc6f354e813b86ee37 \
+    --hash=sha256:8021271a79f35b842c02a1794465a651a9d06ec2080f76ebc3b7adce77d08233 \
+    --hash=sha256:81e7dcc5e9587f2567e52deaff5220b175bf2f648951549eae5fc9383b62bc37 \
+    --hash=sha256:89ee7d595f5939cc20bf946faedcb5137d975f03ae080f300ebb4398f16a5bd4 \
+    --hash=sha256:9e0fc891d6358bf376cc0ae1fee10a650478172ae9ba359daba1785fc496cd1a \
+    --hash=sha256:9e8d2e519852adb1b420e018f5ac6e6684b2b877478adf7fda2cfdb58f5acb5d \
+    --hash=sha256:a3764ba8195c9baf0925a96da0743ff218067a269f01d155ca3558deed2658ca \
+    --hash=sha256:a518d3f9889ef920116f9fa56d0338069e110f823926356946dae83bc9e33e19 \
+    --hash=sha256:aa60d82e29fcd0a736e86feb63a11d2380322d77a9369a54be8b0965a3985f71 \
+    --hash=sha256:b328eafa86a2a67303fdb1d25677d15b70cd2a5229aabec7670ec5ea840f1375 \
+    --hash=sha256:b5eb07acd115aa6208b4058211138393a7e6c2cf12b6f213ede10f658f6a714f \
+    --hash=sha256:bdf1dfe2a3ca56f5529118baf33a13efed2783c528f4a36409b46bbd2d9d48eb \
+    --hash=sha256:d8c00a42863e4f4733ac9d078bbfad816249c01451740e6f5053ecc7db6d6368 \
+    --hash=sha256:e443e7077a6e2d3faeea72f5a92c9f12c63722686eb80bb40a0f04e4a7e267ad \
+    --hash=sha256:e83a9abe653835da3b37fb6ae04b45480c1de11b3134bd40b09717192a1456ea \
+    --hash=sha256:e93bd5d220f3cb6fc5fc1bffd5b094966cab8ee99f6c57c02e95710513d6ac3f \
+    --hash=sha256:f1c08befa85e93acc992b72a390ddb7bd876190f1360e61d10cf43833463bc9c \
+    --hash=sha256:f4ff0649a2df674c7ffb6fa1a06bffdb82a6adf09a48e90e000a15a6aaa734b0 \
+    --hash=sha256:fe76140ae7adc5ff0e60a3f0d56f4fffef484efa803c3efebf2fcd734d72ecb5
     # via
     #   -r requirements-dev.in
     #   plotnine
@@ -2180,17 +2260,17 @@ tomli==2.3.0 \
     #   pyproject-api
     #   pytest
     #   tox
-tox==4.32.0 \
-    --hash=sha256:1ad476b5f4d3679455b89a992849ffc3367560bbc7e9495ee8a3963542e7c8ff \
-    --hash=sha256:451e81dc02ba8d1ed20efd52ee409641ae4b5d5830e008af10fe8823ef1bd551
+tox==4.33.0 \
+    --hash=sha256:8582ac5c3ca97095ce88ae6bcd310d22614350ea9751b0e4ad39acad7874e270 \
+    --hash=sha256:a29244bce3f514f94043e173366aa191c8cf0106ec8ddd18ba53f985acd73cc4
     # via -r requirements-dev.in
 twine==6.2.0 \
     --hash=sha256:418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8 \
     --hash=sha256:e5ed0d2fd70c9959770dce51c8f39c8945c574e18173a7b81802dab51b4b75cf
     # via -r requirements-dev.in
-types-pytz==2025.2.0.20250809 \
-    --hash=sha256:222e32e6a29bb28871f8834e8785e3801f2dc4441c715cd2082b271eecbe21e5 \
-    --hash=sha256:4f55ed1b43e925cf851a756fe1707e0f5deeb1976e15bf844bcaa025e8fbd0db
+types-pytz==2025.2.0.20251108 \
+    --hash=sha256:0f1c9792cab4eb0e46c52f8845c8f77cf1e313cb3d68bf826aa867fe4717d91c \
+    --hash=sha256:fca87917836ae843f07129567b74c1929f1870610681b4c92cb86a3df5817bdb
     # via
     #   -r requirements-dev.in
     #   pandas-stubs
@@ -2220,23 +2300,23 @@ typing-inspection==0.4.2 \
     # via
     #   -r requirements-dev.in
     #   pydantic
-tzdata==2025.2 \
-    --hash=sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8 \
-    --hash=sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9
+tzdata==2025.3 \
+    --hash=sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1 \
+    --hash=sha256:de39c2ca5dc7b0344f2eba86f49d614019d29f060fc4ebc8a417896a620b56a7
     # via
     #   -r requirements-dev.in
     #   faker
     #   pandas
-urllib3==2.5.0 \
-    --hash=sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760 \
-    --hash=sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc
+urllib3==2.6.3 \
+    --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \
+    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
     # via
     #   -r requirements-dev.in
     #   requests
     #   twine
-virtualenv==20.35.4 \
-    --hash=sha256:643d3914d73d3eeb0c552cbb12d7e82adf0e504dbf86a3182f8771a153a1971c \
-    --hash=sha256:c21c9cede36c9753eeade68ba7d523529f228a403463376cf821eaae2b650f1b
+virtualenv==20.36.0 \
+    --hash=sha256:a3601f540b515a7983508113f14e78993841adc3d83710fa70f0ac50f43b23ed \
+    --hash=sha256:e7ded577f3af534fd0886d4ca03277f5542053bedb98a70a989d3c22cfa5c9ac
     # via
     #   -r requirements-dev.in
     #   tox
@@ -2246,114 +2326,114 @@ wheel==0.45.1 \
     # via
     #   -r requirements-dev.in
     #   pip-tools
-wrapt==2.0.0 \
-    --hash=sha256:02482fb0df89857e35427dfb844319417e14fae05878f295ee43fa3bf3b15502 \
-    --hash=sha256:028f19ec29e204fe725139d4a8b09f77ecfb64f8f02b7ab5ee822c85e330b68b \
-    --hash=sha256:03442f2b45fa3f2b98a94a1917f52fb34670de8f96c0a009c02dbd512d855a3d \
-    --hash=sha256:04c7c8393f25b11c0faa5d907dd9eb462e87e4e7ba55e308a046d7ed37f4bbe2 \
-    --hash=sha256:04f7a5f92c5f7324a1735043cc467b1295a1c5b4e0c1395472b7c44706e3dc61 \
-    --hash=sha256:057f02c13cce7b26c79624c06a3e1c2353e6dc9708525232232f6768118042ca \
-    --hash=sha256:06b78cb6b9320f57737a52fede882640d93cface98332d1a3df0c5696ec9ae9f \
-    --hash=sha256:094d348ce7e6ce37bf6ed9a6ecc11886c96f447b3ffebc7539ca197daa9a997e \
-    --hash=sha256:0a921b657a224e40e4bc161b5d33934583b34f0c9c5bdda4e6ac66f9d2fcb849 \
-    --hash=sha256:0b9ad4fab76a0086dc364c4f17f39ad289600e73ef5c6e9ab529aff22cac1ac3 \
-    --hash=sha256:1147a84c8fc852426580af8b6e33138461ddbc65aa459a25ea539374d32069fa \
-    --hash=sha256:12c37784b77bf043bf65cc96c7195a5db474b8e54173208af076bdbb61df7b3e \
-    --hash=sha256:1316972a72c67936a07dbb48e2464356d91dd9674335aaec087b60094d87750b \
-    --hash=sha256:1724dd7b84d419c80ba839da81ad78b02ac30df626e5aefcb18e94632a965f13 \
-    --hash=sha256:17ba1bdc52d0c783481850996aa26cea5237720769197335abea2ae6b4c23bc0 \
-    --hash=sha256:17d0b5c42495ba142a1cee52b76414f9210591c84aae94dffda70240753bfb3c \
-    --hash=sha256:1a91075a5383a7cbfe46aed1845ef7c3f027e8e20e7d9a8a75e36ebc9b0dd15e \
-    --hash=sha256:1fd4c95536975895f32571073446e614d5e2810b666b64955586dcddfd438fd3 \
-    --hash=sha256:2356f76cb99b3de5b4e5b8210367fbbb81c7309fe39b622f5d199dd88eb7f765 \
-    --hash=sha256:2b79bf04c722035b1c474980dc1a64369feab7b703d6fe67da2d8664ed0bc980 \
-    --hash=sha256:2ca35b83497276c2ca0b072d2c00da2edde4c2a6c8c650eafcd1a006c17ab231 \
-    --hash=sha256:2fc55d0da29318a5da33c2827aef8946bba046ac609a4784a90faff73c511174 \
-    --hash=sha256:309dd467a94ee38a7aa5752bda64e660aeab5723b26200d0b65a375dad9add09 \
-    --hash=sha256:35a542cc7a962331d0279735c30995b024e852cf40481e384fd63caaa391cbb9 \
-    --hash=sha256:39c5b45b056d630545e40674d1f5e1b51864b3546f25ab6a4a331943de96262e \
-    --hash=sha256:3c7d3bee7be7a2665286103f4d1f15405c8074e6e1f89dac5774f9357c9a3809 \
-    --hash=sha256:3e02ab8c0ac766a5a6e81cd3b6cc39200c69051826243182175555872522bd5a \
-    --hash=sha256:43dc0550ae15e33e6bb45a82a5e1b5495be2587fbaa996244b509921810ee49f \
-    --hash=sha256:49e982b7860d325094978292a49e0418833fc7fc42c0dc7cd0b7524d7d06ee74 \
-    --hash=sha256:52878edc13dc151c58a9966621d67163a80654bc6cff4b2e1c79fa62d0352b26 \
-    --hash=sha256:59dc94afc4542c7d9b9447fb2ae1168b5a29064eca4061dbbf3b3c26df268334 \
-    --hash=sha256:5aad54ff45da9784573099696fd84841c7e559ce312f02afa6aa7e89b58e2c2f \
-    --hash=sha256:5d3ebd784804f146b7ea55359beb138e23cc18e5a5cc2cf26ad438723c00ce3a \
-    --hash=sha256:5d6691d4a711504a0bc10de789842ad6ac627bed22937b10f37a1211a8ab7bb3 \
-    --hash=sha256:5e09ffd31001dce71c2c2a4fc201bdba9a2f9f62b23700cf24af42266e784741 \
-    --hash=sha256:623242959cb0c53f76baeb929be79f5f6a9a1673ef51628072b91bf299af2212 \
-    --hash=sha256:65f50e356c425c061e1e17fe687ff30e294fed9bf3441dc1f13ef73859c2a817 \
-    --hash=sha256:680f707e1d26acbc60926659799b15659f077df5897a6791c7c598a5d4a211c4 \
-    --hash=sha256:6e5c86389d9964050ce50babe247d172a5e3911d59a64023b90db2b4fa00ae7c \
-    --hash=sha256:73c6f734aecb1a030d9a265c13a425897e1ea821b73249bb14471445467ca71c \
-    --hash=sha256:75e5c049eb583835f7a0e0e311d9dde9bfbaac723a6dd89d052540f9b2809977 \
-    --hash=sha256:79a53d86c2aff7b32cc77267e3a308365d1fcb881e74bc9cbe26f63ee90e37f0 \
-    --hash=sha256:79bdd84570267f3f43d609c892ae2d30b91ee4b8614c2cbfd311a2965f1c9bdb \
-    --hash=sha256:7a0efbbc06d3e2077476a04f55859819d23206600b4c33f791359a8e6fa3c362 \
-    --hash=sha256:7fec8a9455c029c8cf4ff143a53b6e7c463268d42be6c17efa847ebd2f809965 \
-    --hash=sha256:804e88f824b76240a1b670330637ccfd2d18b9efa3bb4f02eb20b2f64880b324 \
-    --hash=sha256:806e2e73186eb5e3546f39fb5d0405040e0088db0fc8b2f667fd1863de2b3c99 \
-    --hash=sha256:81d234718aabe632d179fac52c7f69f0f99fbaac4d4bcd670e62462bbcbfcad7 \
-    --hash=sha256:827e6e3a3a560f6ec1f5ee92d4319c21a0549384f896ec692f3201eda31ebd11 \
-    --hash=sha256:829c8d46465dbae49dba91516f11200a2b5ea91eae8afaccbc035f0b651eb9c4 \
-    --hash=sha256:887f2a667e3cbfb19e204032d42ad7dedaa43972e4861dc7a3d51ae951d9b578 \
-    --hash=sha256:895870602d65d7338edb3b6a717d856632ad9f14f7ff566214e4fb11f0816649 \
-    --hash=sha256:8c8349ebfc3cd98bc9105e0112dd8c8ac1f3c7cb5601f9d02248cae83a63f748 \
-    --hash=sha256:8d851e526891216f89fcb7a1820dad9bd503ba3468fb9635ee28e93c781aa98e \
-    --hash=sha256:8e08d4edb13cafe7b3260f31d4de033f73d3205774540cf583bffaa4bec97db9 \
-    --hash=sha256:9054829da4be461e3ad3192e4b6bbf1fc18af64c9975ce613aec191924e004dc \
-    --hash=sha256:93c8b4f4d54fd401a817abbfc9bf482aa72fd447f8adf19ce81d035b3f5c762c \
-    --hash=sha256:93cb5bff1fcd89b75f869e4f69566a91ab2c9f13e8edf0241fd5777b2fa6d48e \
-    --hash=sha256:98223acaa25b1449d993a3f4ffc8b5a03535e4041b37bf6a25459a0c74ee4cfc \
-    --hash=sha256:9b15940ae9debc8b40b15dc57e1ce4433f7fb9d3f8761c7fab1ddd94cb999d99 \
-    --hash=sha256:9c100b0598f3763274f2033bcc0454de7486409f85bc6da58b49e5971747eb36 \
-    --hash=sha256:9d72c725cefbcc8ebab85c8352e5062ae87b6e323858e934e16b54ced580435a \
-    --hash=sha256:9e070c3491397fba0445b8977900271eca9656570cca7c900d9b9352186703a0 \
-    --hash=sha256:a1cb62f686c50e9dab5983c68f6c8e9cbf14a6007935e683662898a7d892fa69 \
-    --hash=sha256:a55e8edd08e2eece131d90d82cd1521962d9152829b22c56e68539526d605825 \
-    --hash=sha256:a7cebcee61f21b1e46aa32db8d9d93826d0fbf1ad85defc2ccfb93b4adef1435 \
-    --hash=sha256:a93e0f8b376c0735b2f4daf58018b4823614d2b896cb72b6641c4d3dbdca1d75 \
-    --hash=sha256:ac3d8beac68e4863c703b844fcc82693f83f933b37d2a54e9d513b2aab9c76aa \
-    --hash=sha256:af01695c2b7bbd8d67b869d8e3de2b123a7bfbee0185bdd138c2775f75373b83 \
-    --hash=sha256:b42d13603da4416c43c430dbc6313c8d7ff745c40942f146ed4f6dd02c7d2547 \
-    --hash=sha256:b4a7f8023b8ce8a36370154733c747f8d65c8697cb977d8b6efeb89291fff23e \
-    --hash=sha256:b6a18c813196e18146b8d041e20875bdb0cb09b94ac1d1e1146e0fa87b2deb0d \
-    --hash=sha256:b7e221abb6c5387819db9323dac3c875b459695057449634f1111955d753c621 \
-    --hash=sha256:b952ffd77133a5a2798ee3feb18e51b0a299d2f440961e5bb7737dbb02e57289 \
-    --hash=sha256:b95733c2360c4a8656ee93c7af78e84c0bd617da04a236d7a456c8faa34e7a2d \
-    --hash=sha256:b96fdaa4611e05c7231937930567d3c16782be9dbcf03eb9f60d83e57dd2f129 \
-    --hash=sha256:be7e316c2accd5a31dbcc230de19e2a846a325f8967fdea72704d00e38e6af06 \
-    --hash=sha256:bed9b04900204721a24bcefc652ca267b01c1e8ad8bc8c0cff81558a45a3aadc \
-    --hash=sha256:c16f6d4eea98080f6659a8a7fc559d4a0a337ee66960659265cad2c8a40f7c0f \
-    --hash=sha256:c2c476aa3fc2b9899c3f7b20963fac4f952e7edb74a31fc92f7745389a2e3618 \
-    --hash=sha256:c6961f05e58d919153ba311b397b7b904b907132b7b8344dde47865d4bb5ec89 \
-    --hash=sha256:c8bbd2472abf8c33480ad2314b1f8fac45d592aba6cc093e8839a7b2045660e6 \
-    --hash=sha256:c92b5a82d28491e3f14f037e1aae99a27a5e6e0bb161e65f52c0445a3fa7c940 \
-    --hash=sha256:d61214525eaf88e0d0edf3d1ad5b5889863c6f88e588c6cdc6aa4ee5d1f10a4a \
-    --hash=sha256:d6ebfe9283209220ed9de80a3e9442aab8fc2be5a9bbf8491b99e02ca9349a89 \
-    --hash=sha256:d731a4f22ed6ffa4cb551b4d2b0c24ff940c27a88edaf8e3490a5ee3a05aef71 \
-    --hash=sha256:d7c532cc9f0a9e6017f8d3c37f478a3e3a5dffa955ebba556274e5e916c058f7 \
-    --hash=sha256:d87c285ff04e26083c4b03546e7b74df7ba4f1f32f1dcb92e9ac13c2dbb4c379 \
-    --hash=sha256:db2eea83c43f84e4e41dbbb4c1de371a53166e55f900a6b130c3ef51c6345c1a \
-    --hash=sha256:e0eb6d155d02c7525b7ec09856cda5e611fc6eb9ab40d140e1f35f27ac7d5eae \
-    --hash=sha256:e25fde03c480061b8234d8ee4863eb5f40a9be4fb258ce105b364de38fc6bcf9 \
-    --hash=sha256:e2ea096db28d5eb64d381af0e93464621ace38a7003a364b6b5ffb7dd713aabe \
-    --hash=sha256:e50bcbd5b65dac21b82319fcf18486e6ac439947e9305034b00704eb7405f553 \
-    --hash=sha256:e52e50ea0a72ea48d1291cf8b8aaedcc99072d9dc5baba6b820486dcf4c67da8 \
-    --hash=sha256:e64a3a1fd9a308ab9b815a2ad7a65b679730629dbf85f8fc3f7f970d634ee5df \
-    --hash=sha256:e761f2d2f8dbc80384af3d547b522a80e67db3e319c7b02e7fd97aded0a8a678 \
-    --hash=sha256:e7ca0562606d7bad2736b2c18f61295d61f50cd3f4bfc51753df13614dbcce1b \
-    --hash=sha256:ea56817176834edf143df1109ae8fdaa087be82fdad3492648de0baa8ae82bf2 \
-    --hash=sha256:ec5028d26011a53c76bd91bb6198b30b438c6e0f7adb45f2ad84fe2655b6a104 \
-    --hash=sha256:ee44215e7d13e112a8fc74e12ed1a1f41cab2bc07b11cc703f2398cd114b261c \
-    --hash=sha256:f2c7b7fead096dbf1dcc455b7f59facb05de3f5bfb04f60a69f98cdfe6049e5f \
-    --hash=sha256:f460e1eb8e75a17c3918c8e35ba57625721eef2439ef0bcf05304ac278a65e1d \
-    --hash=sha256:f4b8f8644602803add6848c81b7d214cfd397b1ebab2130dc8530570d888155c \
-    --hash=sha256:f73318741b141223a4674ba96992aa2291b1b3f7a5e85cb3c2c964f86171eb45 \
-    --hash=sha256:f8255c380a79f6752d0b920e69a5d656d863675d9c433eeb5548518ee2c8d9da \
-    --hash=sha256:fe089d9f5a4a3dea0108a8ae34bced114d0c4cca417bada1c5e8f42d98af9050 \
-    --hash=sha256:fe6eafac3bc3c957ab6597a0c0654a0a308868458d00d218743e5b5fae51951c
+wrapt==2.0.1 \
+    --hash=sha256:09c7476ab884b74dce081ad9bfd07fe5822d8600abade571cb1f66d5fc915af6 \
+    --hash=sha256:0e17283f533a0d24d6e5429a7d11f250a58d28b4ae5186f8f47853e3e70d2590 \
+    --hash=sha256:115cae4beed3542e37866469a8a1f2b9ec549b4463572b000611e9946b86e6f6 \
+    --hash=sha256:1218573502a8235bb8a7ecaed12736213b22dcde9feab115fa2989d42b5ded45 \
+    --hash=sha256:17fb85fa4abc26a5184d93b3efd2dcc14deb4b09edcdb3535a536ad34f0b4dba \
+    --hash=sha256:1e9b121e9aeb15df416c2c960b8255a49d44b4038016ee17af03975992d03931 \
+    --hash=sha256:1f186e26ea0a55f809f232e92cc8556a0977e00183c3ebda039a807a42be1494 \
+    --hash=sha256:1fdbb34da15450f2b1d735a0e969c24bdb8d8924892380126e2a293d9902078c \
+    --hash=sha256:23097ed8bc4c93b7bf36fa2113c6c733c976316ce0ee2c816f64ca06102034ef \
+    --hash=sha256:2879af909312d0baf35f08edeea918ee3af7ab57c37fe47cb6a373c9f2749c7b \
+    --hash=sha256:2afa23318136709c4b23d87d543b425c399887b4057936cd20386d5b1422b6fa \
+    --hash=sha256:2da620b31a90cdefa9cd0c2b661882329e2e19d1d7b9b920189956b76c564d75 \
+    --hash=sha256:35cdbd478607036fee40273be8ed54a451f5f23121bd9d4be515158f9498f7ad \
+    --hash=sha256:36982b26f190f4d737f04a492a68accbfc6fa042c3f42326fdfbb6c5b7a20a31 \
+    --hash=sha256:3793ac154afb0e5b45d1233cb94d354ef7a983708cc3bb12563853b1d8d53747 \
+    --hash=sha256:386fb54d9cd903ee0012c09291336469eb7b244f7183d40dc3e86a16a4bace62 \
+    --hash=sha256:3cd1a4bd9a7a619922a8557e1318232e7269b5fb69d4ba97b04d20450a6bf970 \
+    --hash=sha256:3d32794fe940b7000f0519904e247f902f0149edbe6316c710a8562fb6738841 \
+    --hash=sha256:3d366aa598d69416b5afedf1faa539fac40c1d80a42f6b236c88c73a3c8f2d41 \
+    --hash=sha256:3e271346f01e9c8b1130a6a3b0e11908049fe5be2d365a5f402778049147e7e9 \
+    --hash=sha256:3f373a4ab5dbc528a94334f9fe444395b23c2f5332adab9ff4ea82f5a9e33bc1 \
+    --hash=sha256:3fa272ca34332581e00bf7773e993d4f632594eb2d1b0b162a9038df0fd971dd \
+    --hash=sha256:47434236c396d04875180171ee1f3815ca1eada05e24a1ee99546320d54d1d1b \
+    --hash=sha256:47b0f8bafe90f7736151f61482c583c86b0693d80f075a58701dd1549b0010a9 \
+    --hash=sha256:4811e15d88ee62dbf5c77f2c3ff3932b1e3ac92323ba3912f51fc4016ce81ecf \
+    --hash=sha256:49989061a9977a8cbd6d20f2efa813f24bf657c6990a42967019ce779a878dbf \
+    --hash=sha256:4ae879acc449caa9ed43fc36ba08392b9412ee67941748d31d94e3cedb36628c \
+    --hash=sha256:4b55cacc57e1dc2d0991dbe74c6419ffd415fb66474a02335cb10efd1aa3f84f \
+    --hash=sha256:4d2ce1bf1a48c5277d7969259232b57645aae5686dba1eaeade39442277afbca \
+    --hash=sha256:4da7384b0e5d4cae05c97cd6f94faaf78cc8b0f791fc63af43436d98c4ab37bb \
+    --hash=sha256:4e54bbf554ee29fcceee24fa41c4d091398b911da6e7f5d7bffda963c9aed2e1 \
+    --hash=sha256:50844efc8cdf63b2d90cd3d62d4947a28311e6266ce5235a219d21b195b4ec2c \
+    --hash=sha256:5a4939eae35db6b6cec8e7aa0e833dcca0acad8231672c26c2a9ab7a0f8ac9c8 \
+    --hash=sha256:5dc1b852337c6792aa111ca8becff5bacf576bf4a0255b0f05eb749da6a1643e \
+    --hash=sha256:5e53b428f65ece6d9dad23cb87e64506392b720a0b45076c05354d27a13351a1 \
+    --hash=sha256:61c4956171c7434634401db448371277d07032a81cc21c599c22953374781395 \
+    --hash=sha256:641e94e789b5f6b4822bb8d8ebbdfc10f4e4eae7756d648b717d980f657a9eb9 \
+    --hash=sha256:64b103acdaa53b7caf409e8d45d39a8442fe6dcfec6ba3f3d141e0cc2b5b4dbd \
+    --hash=sha256:68424221a2dc00d634b54f92441914929c5ffb1c30b3b837343978343a3512a3 \
+    --hash=sha256:6bd1a18f5a797fe740cb3d7a0e853a8ce6461cc62023b630caec80171a6b8097 \
+    --hash=sha256:6c72328f668cf4c503ffcf9434c2b71fdd624345ced7941bc6693e61bbe36bef \
+    --hash=sha256:6d2d947d266d99a1477cd005b23cbd09465276e302515e122df56bb9511aca1b \
+    --hash=sha256:7164a55f5e83a9a0b031d3ffab4d4e36bbec42e7025db560f225489fa929e509 \
+    --hash=sha256:7b219cb2182f230676308cdcacd428fa837987b89e4b7c5c9025088b8a6c9faf \
+    --hash=sha256:7d539241e87b650cbc4c3ac9f32c8d1ac8a54e510f6dca3f6ab60dcfd48c9b10 \
+    --hash=sha256:7de3cc939be0e1174969f943f3b44e0d79b6f9a82198133a5b7fc6cc92882f16 \
+    --hash=sha256:8330b42d769965e96e01fa14034b28a2a7600fbf7e8f0cc90ebb36d492c993e4 \
+    --hash=sha256:837e31620e06b16030b1d126ed78e9383815cbac914693f54926d816d35d8edf \
+    --hash=sha256:83ce30937f0ba0d28818807b303a412440c4b63e39d3d8fc036a94764b728c92 \
+    --hash=sha256:85df8d92158cb8f3965aecc27cf821461bb5f40b450b03facc5d9f0d4d6ddec6 \
+    --hash=sha256:8639b843c9efd84675f1e100ed9e99538ebea7297b62c4b45a7042edb84db03e \
+    --hash=sha256:89a82053b193837bf93c0f8a57ded6e4b6d88033a499dadff5067e912c2a41e9 \
+    --hash=sha256:8bacfe6e001749a3b64db47bcf0341da757c95959f592823a93931a422395013 \
+    --hash=sha256:8ec3303e8a81932171f455f792f8df500fc1a09f20069e5c16bd7049ab4e8e38 \
+    --hash=sha256:90897ea1cf0679763b62e79657958cd54eae5659f6360fc7d2ccc6f906342183 \
+    --hash=sha256:908f8c6c71557f4deaa280f55d0728c3bca0960e8c3dd5ceeeafb3c19942719d \
+    --hash=sha256:91bcc576260a274b169c3098e9a3519fb01f2989f6d3d386ef9cbf8653de1374 \
+    --hash=sha256:9219a1d946a9b32bb23ccae66bdb61e35c62773ce7ca6509ceea70f344656b7b \
+    --hash=sha256:949520bccc1fa227274da7d03bf238be15389cd94e32e4297b92337df9b7a349 \
+    --hash=sha256:98d873ed6c8b4ee2418f7afce666751854d6d03e3c0ec2a399bb039cd2ae89db \
+    --hash=sha256:9c9c635e78497cacb81e84f8b11b23e0aacac7a136e73b8e5b2109a1d9fc468f \
+    --hash=sha256:9ca66b38dd642bf90c59b6738af8070747b610115a39af2498535f62b5cdc1c3 \
+    --hash=sha256:a453257f19c31b31ba593c30d997d6e5be39e3b5ad9148c2af5a7314061c63eb \
+    --hash=sha256:a52f93d95c8d38fed0669da2ebdb0b0376e895d84596a976c15a9eb45e3eccb3 \
+    --hash=sha256:a9a83618c4f0757557c077ef71d708ddd9847ed66b7cc63416632af70d3e2308 \
+    --hash=sha256:ab594f346517010050126fcd822697b25a7031d815bb4fbc238ccbe568216489 \
+    --hash=sha256:ad3ee9d0f254851c71780966eb417ef8e72117155cff04821ab9b60549694a55 \
+    --hash=sha256:aea9c7224c302bc8bfc892b908537f56c430802560e827b75ecbde81b604598b \
+    --hash=sha256:b4c2e3d777e38e913b8ce3a6257af72fb608f86a1df471cb1d4339755d0a807c \
+    --hash=sha256:b667189cf8efe008f55bbda321890bef628a67ab4147ebf90d182f2dadc78790 \
+    --hash=sha256:b89ef9223d665ab255ae42cc282d27d69704d94be0deffc8b9d919179a609684 \
+    --hash=sha256:be9e84e91d6497ba62594158d3d31ec0486c60055c49179edc51ee43d095f79c \
+    --hash=sha256:bf4cb76f36be5de950ce13e22e7fdf462b35b04665a12b64f3ac5c1bbbcf3728 \
+    --hash=sha256:bfb5539005259f8127ea9c885bdc231978c06b7a980e63a8a61c8c4c979719d0 \
+    --hash=sha256:c046781d422f0830de6329fa4b16796096f28a92c8aef3850674442cdcb87b7f \
+    --hash=sha256:c1be685ac7700c966b8610ccc63c3187a72e33cab53526a27b2a285a662cd4f7 \
+    --hash=sha256:c1c91405fcf1d501fa5d55df21e58ea49e6b879ae829f1039faaf7e5e509b41e \
+    --hash=sha256:c235095d6d090aa903f1db61f892fffb779c1eaeb2a50e566b52001f7a0f66ed \
+    --hash=sha256:c4012a2bd37059d04f8209916aa771dfb564cccb86079072bdcd48a308b6a5c5 \
+    --hash=sha256:c5ef2f2b8a53b7caee2f797ef166a390fef73979b15778a4a153e4b5fedce8fa \
+    --hash=sha256:c654eafb01afac55246053d67a4b9a984a3567c3808bb7df2f8de1c1caba2e1c \
+    --hash=sha256:c8d60527d1ecfc131426b10d93ab5d53e08a09c5fa0175f6b21b3252080c70a9 \
+    --hash=sha256:c9e850f5b7fc67af856ff054c71690d54fa940c3ef74209ad9f935b4f66a0233 \
+    --hash=sha256:cbeb0971e13b4bd81d34169ed57a6dda017328d1a22b62fda45e1d21dd06148f \
+    --hash=sha256:d1a8a09a004ef100e614beec82862d11fc17d601092c3599afd22b1f36e4137e \
+    --hash=sha256:d67956c676be5a24102c7407a71f4126d30de2a569a1c7871c9f3cabc94225d7 \
+    --hash=sha256:d6cc985b9c8b235bd933990cdbf0f891f8e010b65a3911f7a55179cd7b0fc57b \
+    --hash=sha256:d7b822c61ed04ee6ad64bc90d13368ad6eb094db54883b5dde2182f67a7f22c0 \
+    --hash=sha256:df0b6d3b95932809c5b3fecc18fda0f1e07452d05e2662a0b35548985f256e28 \
+    --hash=sha256:e042d653a4745be832d5aa190ff80ee4f02c34b21f4b785745eceacd0907b815 \
+    --hash=sha256:e2f84e9af2060e3904a32cea9bb6db23ce3f91cfd90c6b426757cf7cc01c45c7 \
+    --hash=sha256:e3612dc06b436968dfb9142c62e5dfa9eb5924f91120b3c8ff501ad878f90eb3 \
+    --hash=sha256:e505629359cb5f751e16e30cf3f91a1d3ddb4552480c205947da415d597f7ac2 \
+    --hash=sha256:e60690ba71a57424c8d9ff28f8d006b7ad7772c22a4af432188572cd7fa004a1 \
+    --hash=sha256:e76e3f91f864e89db8b8d2a8311d57df93f01ad6bb1e9b9976d1f2e83e18315c \
+    --hash=sha256:eb7cffe572ad0a141a7886a1d2efa5bef0bf7fe021deeea76b3ab334d2c38218 \
+    --hash=sha256:ec65a78fbd9d6f083a15d7613b2800d5663dbb6bb96003899c834beaa68b242c \
+    --hash=sha256:eda8e4ecd662d48c28bb86be9e837c13e45c58b8300e43ba3c9b4fa9900302f7 \
+    --hash=sha256:f26f8e2ca19564e2e1fdbb6a0e47f36e0efbab1acc31e15471fad88f828c75f6 \
+    --hash=sha256:f49027b0b9503bf6c8cdc297ca55006b80c2f5dd36cecc72c6835ab6e10e8a25 \
+    --hash=sha256:f73f9f7a0ebd0db139253d27e5fc8d2866ceaeef19c30ab5d69dcbe35e1a6981 \
+    --hash=sha256:fa4184e74197af3adad3c889a1af95b53bb0466bced92ea99a0c014e48323eec \
+    --hash=sha256:fb1a5b72cbd751813adc02ef01ada0b0d05d3dcbc32976ce189a1279d80ad4a2 \
+    --hash=sha256:fb3a86e703868561c5cad155a15c36c716e1ab513b7065bd2ac8ed353c503333 \
+    --hash=sha256:fc007fdf480c77301ab1afdbb6ab22a5deee8885f3b1ed7afcb7e5e84a0e27be \
+    --hash=sha256:fe21b118b9f58859b5ebaa4b130dee18669df4bd111daad082b7beb8799ad16b \
+    --hash=sha256:fec0d993ecba3991645b4857837277469c8cc4c554a7e24d064d1ca291cfb81f
     # via
     #   -r requirements-dev.in
     #   formulaic
diff --git a/requirements.in b/requirements.in
index 850167ac..e49ac873 100644
--- a/requirements.in
+++ b/requirements.in
@@ -13,33 +13,31 @@ attrs==25.4.0
     #   mozanalysis
     #   mozilla-metric-config-parser
     #   referencing
-cachetools==6.2.1
-    # via google-auth
 cattrs==25.3.0
     # via mozilla-metric-config-parser
-certifi==2025.10.5
+certifi==2026.1.4
     # via requests
 cffi==2.0.0
     # via cryptography
 charset-normalizer==3.4.4
     # via requests
-click==8.3.0
+click==8.3.1
     # via mozilla-metric-config-parser
 contourpy==1.3.2
     # via matplotlib
-coverage[toml]==7.11.0
+coverage[toml]==7.13.1
     # via pytest-cov
 cryptography==46.0.3
     # via secretstorage
 cycler==0.12.1
     # via matplotlib
-exceptiongroup==1.3.0
+exceptiongroup==1.3.1
     # via
     #   cattrs
     #   pytest
-faker==37.12.0
+faker==40.1.0
     # via polyfactory
-fonttools==4.60.1
+fonttools==4.61.1
     # via matplotlib
 formulaic==1.2.1
     # via
@@ -47,30 +45,30 @@ formulaic==1.2.1
     #   mozanalysis
 gitdb==4.0.12
     # via gitpython
-gitpython==3.1.45
+gitpython==3.1.46
     # via mozilla-metric-config-parser
 google-api-core[grpc]==2.28.1
     # via
     #   google-cloud-bigquery
     #   google-cloud-bigquery-storage
     #   google-cloud-core
-google-auth==2.42.1
+google-auth==2.47.0
     # via
     #   google-api-core
     #   google-cloud-bigquery
     #   google-cloud-bigquery-storage
     #   google-cloud-core
-google-cloud-bigquery==3.38.0
+google-cloud-bigquery==3.40.0
     # via mozanalysis
-google-cloud-bigquery-storage==2.34.0
+google-cloud-bigquery-storage==2.36.0
     # via mozanalysis
 google-cloud-core==2.5.0
     # via google-cloud-bigquery
-google-crc32c==1.7.1
+google-crc32c==1.8.0
     # via google-resumable-media
-google-resumable-media==2.7.2
+google-resumable-media==2.8.0
     # via google-cloud-bigquery
-googleapis-common-protos==1.71.0
+googleapis-common-protos==1.72.0
     # via
     #   google-api-core
     #   grpcio-status
@@ -91,17 +89,19 @@ jeepney==0.9.0
     # via secretstorage
 jinja2==3.1.6
     # via mozilla-metric-config-parser
-jsonschema==4.25.1
+jsonschema==4.26.0
     # via mozilla-nimbus-schemas
 jsonschema-specifications==2025.9.1
     # via jsonschema
 kiwisolver==1.4.9
     # via matplotlib
+librt==0.7.7
+    # via mypy
 marginaleffects==0.1.4
     # via mozanalysis
 markupsafe==3.0.3
     # via jinja2
-matplotlib==3.10.7
+matplotlib==3.10.8
     # via
     #   mozanalysis
     #   plotnine
@@ -110,15 +110,15 @@ mizani==0.14.3
 mock==5.2.0
     # via mozanalysis
     # via -r -
-mozilla-metric-config-parser==2025.8.1
+mozilla-metric-config-parser==2025.12.1
     # via mozanalysis
 mozilla-nimbus-schemas==3001.0.0
     # via mozilla-metric-config-parser
-mypy==1.18.2
+mypy==1.19.1
     # via mozanalysis
 mypy-extensions==1.1.0
     # via mypy
-narwhals==2.10.1
+narwhals==2.15.0
     # via
     #   formulaic
     #   marginaleffects
@@ -151,33 +151,33 @@ pandas==2.3.3
     #   mozanalysis
     #   plotnine
     #   statsmodels
-pandas-stubs==2.3.2.250926
+pandas-stubs==2.3.3.251219
     # via mozanalysis
-pathspec==0.12.1
+pathspec==1.0.2
     # via mypy
 patsy==1.0.2
     # via
     #   marginaleffects
     #   statsmodels
-pillow==12.0.0
+pillow==12.1.0
     # via matplotlib
-plotnine==0.15.1
+plotnine==0.15.2
     # via marginaleffects
 pluggy==1.6.0
     # via
     #   pytest
     #   pytest-cov
-polars==1.35.1
+polars==1.36.1
     # via marginaleffects
-polars-runtime-32==1.35.1
+polars-runtime-32==1.36.1
     # via polars
-polyfactory==2.22.3
+polyfactory==2.22.5
     # via mozilla-nimbus-schemas
-proto-plus==1.26.1
+proto-plus==1.27.0
     # via
     #   google-api-core
     #   google-cloud-bigquery-storage
-protobuf==6.33.0
+protobuf==6.33.2
     # via
     #   google-api-core
     #   google-cloud-bigquery-storage
@@ -196,17 +196,17 @@ pyasn1-modules==0.4.2
     # via google-auth
 pycparser==2.23
     # via cffi
-pydantic==2.12.3
+pydantic==2.12.5
     # via
     #   marginaleffects
     #   mozilla-nimbus-schemas
-pydantic-core==2.41.4
+pydantic-core==2.41.5
     # via pydantic
 pygments==2.19.2
     # via pytest
-pyparsing==3.2.5
+pyparsing==3.3.1
     # via matplotlib
-pytest==8.4.2
+pytest==9.0.2
     # via
     #   mozanalysis
     #   pytest-cov
@@ -236,13 +236,13 @@ requests==2.32.5
     #   google-api-core
     #   google-cloud-bigquery
     #   mozilla-metric-config-parser
-rpds-py==0.28.0
+rpds-py==0.30.0
     # via
     #   jsonschema
     #   referencing
 rsa==4.9.1
     # via google-auth
-ruff==0.14.3
+ruff==0.14.10
     # via
     #   mozanalysis
     #   pytest-ruff
@@ -256,13 +256,13 @@ scipy==1.15.3
     #   statsmodels
 scipy-stubs==1.15.3.0
     # via mozanalysis
-secretstorage==3.4.0
+secretstorage==3.5.0
     # via mozanalysis
 six==1.17.0
     # via python-dateutil
 smmap==5.0.2
     # via gitdb
-statsmodels==0.14.5
+statsmodels==0.14.6
     # via
     #   mozanalysis
     #   plotnine
@@ -273,7 +273,7 @@ tomli==2.3.0
     #   coverage
     #   mypy
     #   pytest
-types-pytz==2025.2.0.20250809
+types-pytz==2025.2.0.20251108
     # via pandas-stubs
 typing-extensions==4.15.0
     # via
@@ -292,11 +292,11 @@ typing-extensions==4.15.0
     #   typing-inspection
 typing-inspection==0.4.2
     # via pydantic
-tzdata==2025.2
+tzdata==2025.3
     # via
     #   faker
     #   pandas
-urllib3==2.5.0
+urllib3==2.6.3
     # via requests
-wrapt==2.0.0
+wrapt==2.0.1
     # via formulaic
diff --git a/requirements.txt b/requirements.txt
index ac3977b4..9f4904f9 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -19,21 +19,15 @@ attrs==25.4.0 \
     #   jsonschema
     #   mozilla-metric-config-parser
     #   referencing
-cachetools==6.2.1 \
-    --hash=sha256:09868944b6dde876dfd44e1d47e18484541eaf12f26f29b7af91b26cc892d701 \
-    --hash=sha256:3f391e4bd8f8bf0931169baf7456cc822705f4e2a31f840d218f445b9a854201
-    # via
-    #   -r requirements.in
-    #   google-auth
 cattrs==25.3.0 \
     --hash=sha256:1ac88d9e5eda10436c4517e390a4142d88638fe682c436c93db7ce4a277b884a \
     --hash=sha256:9896e84e0a5bf723bc7b4b68f4481785367ce07a8a02e7e9ee6eb2819bc306ff
     # via
     #   -r requirements.in
     #   mozilla-metric-config-parser
-certifi==2025.10.5 \
-    --hash=sha256:0f212c2744a9bb6de0c56639a6f68afe01ecd92d91f14ae897c4fe7bbeeef0de \
-    --hash=sha256:47c09d31ccf2acf0be3f701ea53595ee7e0b8fa08801c6624be771df09ae7b43
+certifi==2026.1.4 \
+    --hash=sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c \
+    --hash=sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120
     # via
     #   -r requirements.in
     #   requests
@@ -242,9 +236,9 @@ charset-normalizer==3.4.4 \
     # via
     #   -r requirements.in
     #   requests
-click==8.3.0 \
-    --hash=sha256:9b9f285302c6e3064f4330c05f05b81945b2a39544279343e6e7c5f27a9baddc \
-    --hash=sha256:e7b8232224eba16f4ebe410c25ced9f7875cb5f3263ffc93cc3e8da705e229c4
+click==8.3.1 \
+    --hash=sha256:12ff4785d337a1bb490bb7e9c2b1ee5da3112e94a8622f26a6c77f5d2fc6842a \
+    --hash=sha256:981153a64e25f12d547d3426c367a4857371575ee7ad18df2a6183ab0545b2a6
     # via
     #   -r requirements.in
     #   mozilla-metric-config-parser
@@ -309,99 +303,99 @@ contourpy==1.3.2 \
     # via
     #   -r requirements.in
     #   matplotlib
-coverage[toml]==7.11.0 \
-    --hash=sha256:037b2d064c2f8cc8716fe4d39cb705779af3fbf1ba318dc96a1af858888c7bb5 \
-    --hash=sha256:05791e528a18f7072bf5998ba772fe29db4da1234c45c2087866b5ba4dea710e \
-    --hash=sha256:0d7f0616c557cbc3d1c2090334eddcbb70e1ae3a40b07222d62b3aa47f608fab \
-    --hash=sha256:0efa742f431529699712b92ecdf22de8ff198df41e43aeaaadf69973eb93f17a \
-    --hash=sha256:10ad04ac3a122048688387828b4537bc9cf60c0bf4869c1e9989c46e45690b82 \
-    --hash=sha256:167bd504ac1ca2af7ff3b81d245dfea0292c5032ebef9d66cc08a7d28c1b8050 \
-    --hash=sha256:16ce17ceb5d211f320b62df002fa7016b7442ea0fd260c11cec8ce7730954893 \
-    --hash=sha256:214b622259dd0cf435f10241f1333d32caa64dbc27f8790ab693428a141723de \
-    --hash=sha256:24d6f3128f1b2d20d84b24f4074475457faedc3d4613a7e66b5e769939c7d969 \
-    --hash=sha256:258d9967520cca899695d4eb7ea38be03f06951d6ca2f21fb48b1235f791e601 \
-    --hash=sha256:269bfe913b7d5be12ab13a95f3a76da23cf147be7fa043933320ba5625f0a8de \
-    --hash=sha256:2727d47fce3ee2bac648528e41455d1b0c46395a087a229deac75e9f88ba5a05 \
-    --hash=sha256:314c24e700d7027ae3ab0d95fbf8d53544fca1f20345fd30cd219b737c6e58d3 \
-    --hash=sha256:3d4ba9a449e9364a936a27322b20d32d8b166553bfe63059bd21527e681e2fad \
-    --hash=sha256:3d4ed4de17e692ba6415b0587bc7f12bc80915031fc9db46a23ce70fc88c9841 \
-    --hash=sha256:3d58ecaa865c5b9fa56e35efc51d1014d4c0d22838815b9fce57a27dd9576847 \
-    --hash=sha256:4036cc9c7983a2b1f2556d574d2eb2154ac6ed55114761685657e38782b23f52 \
-    --hash=sha256:424538266794db2861db4922b05d729ade0940ee69dcf0591ce8f69784db0e11 \
-    --hash=sha256:4b7589765348d78fb4e5fb6ea35d07564e387da2fc5efff62e0222971f155f68 \
-    --hash=sha256:4c1eeb3fb8eb9e0190bebafd0462936f75717687117339f708f395fe455acc73 \
-    --hash=sha256:4d3ffa07a08657306cd2215b0da53761c4d73cb54d9143b9303a6481ec0cd415 \
-    --hash=sha256:5693e57a065760dcbeb292d60cc4d0231a6d4b6b6f6a3191561e1d5e8820b745 \
-    --hash=sha256:587c38849b853b157706407e9ebdca8fd12f45869edb56defbef2daa5fb0812b \
-    --hash=sha256:596763d2f9a0ee7eec6e643e29660def2eef297e1de0d334c78c08706f1cb785 \
-    --hash=sha256:59a6e5a265f7cfc05f76e3bb53eca2e0dfe90f05e07e849930fecd6abb8f40b4 \
-    --hash=sha256:5a03eaf7ec24078ad64a07f02e30060aaf22b91dedf31a6b24d0d98d2bba7f48 \
-    --hash=sha256:5ef83b107f50db3f9ae40f69e34b3bd9337456c5a7fe3461c7abf8b75dd666a2 \
-    --hash=sha256:630d0bd7a293ad2fc8b4b94e5758c8b2536fdf36c05f1681270203e463cbfa9b \
-    --hash=sha256:695340f698a5f56f795b2836abe6fb576e7c53d48cd155ad2f80fd24bc63a040 \
-    --hash=sha256:6fbcee1a8f056af07ecd344482f711f563a9eb1c2cad192e87df00338ec3cdb0 \
-    --hash=sha256:7161edd3426c8d19bdccde7d49e6f27f748f3c31cc350c5de7c633fea445d866 \
-    --hash=sha256:73feb83bb41c32811973b8565f3705caf01d928d972b72042b44e97c71fd70d1 \
-    --hash=sha256:765c0bc8fe46f48e341ef737c91c715bd2a53a12792592296a095f0c237e09cf \
-    --hash=sha256:7ab934dd13b1c5e94b692b1e01bd87e4488cb746e3a50f798cb9464fd128374b \
-    --hash=sha256:7db53b5cdd2917b6eaadd0b1251cf4e7d96f4a8d24e174bdbdf2f65b5ea7994d \
-    --hash=sha256:80027673e9d0bd6aef86134b0771845e2da85755cf686e7c7c59566cf5a89115 \
-    --hash=sha256:81b335f03ba67309a95210caf3eb43bd6fe75a4e22ba653ef97b4696c56c7ec2 \
-    --hash=sha256:865965bf955d92790f1facd64fe7ff73551bd2c1e7e6b26443934e9701ba30b9 \
-    --hash=sha256:8badf70446042553a773547a61fecaa734b55dc738cacf20c56ab04b77425e43 \
-    --hash=sha256:8c934bd088eed6174210942761e38ee81d28c46de0132ebb1801dbe36a390dcc \
-    --hash=sha256:9516add7256b6713ec08359b7b05aeff8850c98d357784c7205b2e60aa2513fa \
-    --hash=sha256:9c49e77811cf9d024b95faf86c3f059b11c0c9be0b0d61bc598f453703bd6fd1 \
-    --hash=sha256:9cbabd8f4d0d3dc571d77ae5bdbfa6afe5061e679a9d74b6797c48d143307088 \
-    --hash=sha256:9ed43fa22c6436f7957df036331f8fe4efa7af132054e1844918866cd228af6c \
-    --hash=sha256:a09c1211959903a479e389685b7feb8a17f59ec5a4ef9afde7650bd5eabc2777 \
-    --hash=sha256:a1839d08406e4cba2953dcc0ffb312252f14d7c4c96919f70167611f4dee2623 \
-    --hash=sha256:a386c1061bf98e7ea4758e4313c0ab5ecf57af341ef0f43a0bf26c2477b5c268 \
-    --hash=sha256:a3b6a5f8b2524fd6c1066bc85bfd97e78709bb5e37b5b94911a6506b65f47186 \
-    --hash=sha256:a3d0e2087dba64c86a6b254f43e12d264b636a39e88c5cc0a01a7c71bcfdab7e \
-    --hash=sha256:a61e37a403a778e2cda2a6a39abcc895f1d984071942a41074b5c7ee31642007 \
-    --hash=sha256:aef1747ede4bd8ca9cfc04cc3011516500c6891f1b33a94add3253f6f876b7b7 \
-    --hash=sha256:b56efee146c98dbf2cf5cffc61b9829d1e94442df4d7398b26892a53992d3547 \
-    --hash=sha256:b5c2705afa83f49bd91962a4094b6b082f94aef7626365ab3f8f4bd159c5acf3 \
-    --hash=sha256:b679e171f1c104a5668550ada700e3c4937110dbdd153b7ef9055c4f1a1ee3cc \
-    --hash=sha256:b971bdefdd75096163dd4261c74be813c4508477e39ff7b92191dea19f24cd37 \
-    --hash=sha256:bab7ec4bb501743edc63609320aaec8cd9188b396354f482f4de4d40a9d10721 \
-    --hash=sha256:bc1fbea96343b53f65d5351d8fd3b34fd415a2670d7c300b06d3e14a5af4f552 \
-    --hash=sha256:c6f31f281012235ad08f9a560976cc2fc9c95c17604ff3ab20120fe480169bca \
-    --hash=sha256:c770885b28fb399aaf2a65bbd1c12bf6f307ffd112d6a76c5231a94276f0c497 \
-    --hash=sha256:c79cae102bb3b1801e2ef1511fb50e91ec83a1ce466b2c7c25010d884336de46 \
-    --hash=sha256:c9f08ea03114a637dab06cedb2e914da9dc67fa52c6015c018ff43fdde25b9c2 \
-    --hash=sha256:ca61691ba8c5b6797deb221a0d09d7470364733ea9c69425a640f1f01b7c5bf0 \
-    --hash=sha256:cacb29f420cfeb9283b803263c3b9a068924474ff19ca126ba9103e1278dfa44 \
-    --hash=sha256:cc3f49e65ea6e0d5d9bd60368684fe52a704d46f9e7fc413918f18d046ec40e1 \
-    --hash=sha256:cdbcd376716d6b7fbfeedd687a6c4be019c5a5671b35f804ba76a4c0a778cba4 \
-    --hash=sha256:ce37f215223af94ef0f75ac68ea096f9f8e8c8ec7d6e8c346ee45c0d363f0479 \
-    --hash=sha256:ce9f3bde4e9b031eaf1eb61df95c1401427029ea1bfddb8621c1161dcb0fa02e \
-    --hash=sha256:cee6291bb4fed184f1c2b663606a115c743df98a537c969c3c64b49989da96c2 \
-    --hash=sha256:cf9e6ff4ca908ca15c157c409d608da77a56a09877b97c889b98fb2c32b6465e \
-    --hash=sha256:d06f4fc7acf3cabd6d74941d53329e06bab00a8fe10e4df2714f0b134bfc64ef \
-    --hash=sha256:d66c0104aec3b75e5fd897e7940188ea1892ca1d0235316bf89286d6a22568c0 \
-    --hash=sha256:d91ebeac603812a09cf6a886ba6e464f3bbb367411904ae3790dfe28311b15ad \
-    --hash=sha256:d9a03ec6cb9f40a5c360f138b88266fd8f58408d71e89f536b4f91d85721d075 \
-    --hash=sha256:dadbcce51a10c07b7c72b0ce4a25e4b6dcb0c0372846afb8e5b6307a121eb99f \
-    --hash=sha256:dba82204769d78c3fd31b35c3d5f46e06511936c5019c39f98320e05b08f794d \
-    --hash=sha256:dbbf012be5f32533a490709ad597ad8a8ff80c582a95adc8d62af664e532f9ca \
-    --hash=sha256:df01d6c4c81e15a7c88337b795bb7595a8596e92310266b5072c7e301168efbd \
-    --hash=sha256:e0eb0a2dcc62478eb5b4cbb80b97bdee852d7e280b90e81f11b407d0b81c4287 \
-    --hash=sha256:e24045453384e0ae2a587d562df2a04d852672eb63051d16096d3f08aa4c7c2f \
-    --hash=sha256:e44a86a47bbdf83b0a3ea4d7df5410d6b1a0de984fbd805fa5101f3624b9abe0 \
-    --hash=sha256:e4dc07e95495923d6fd4d6c27bf70769425b71c89053083843fd78f378558996 \
-    --hash=sha256:e89641f5175d65e2dbb44db15fe4ea48fade5d5bbb9868fdc2b4fce22f4a469d \
-    --hash=sha256:e9570ad567f880ef675673992222746a124b9595506826b210fbe0ce3f0499cd \
-    --hash=sha256:eb53f1e8adeeb2e78962bade0c08bfdc461853c7969706ed901821e009b35e31 \
-    --hash=sha256:eb92e47c92fcbcdc692f428da67db33337fa213756f7adb6a011f7b5a7a20740 \
-    --hash=sha256:ef55537ff511b5e0a43edb4c50a7bf7ba1c3eea20b4f49b1490f1e8e0e42c591 \
-    --hash=sha256:f39ae2f63f37472c17b4990f794035c9890418b1b8cca75c01193f3c8d3e01be \
-    --hash=sha256:f413ce6e07e0d0dc9c433228727b619871532674b45165abafe201f200cc215f \
-    --hash=sha256:f91f927a3215b8907e214af77200250bb6aae36eca3f760f89780d13e495388d \
-    --hash=sha256:f9ea02ef40bb83823b2b04964459d281688fe173e20643870bb5d2edf68bc836 \
-    --hash=sha256:fcc0a4aa589de34bc56e1a80a740ee0f8c47611bdfb28cd1849de60660f3799d \
-    --hash=sha256:fcc15fc462707b0680cff6242c48625da7f9a16a28a41bb8fd7a4280920e676c
+coverage[toml]==7.13.1 \
+    --hash=sha256:0403f647055de2609be776965108447deb8e384fe4a553c119e3ff6bfbab4784 \
+    --hash=sha256:0642eae483cc8c2902e4af7298bf886d605e80f26382124cddc3967c2a3df09e \
+    --hash=sha256:0b609fc9cdbd1f02e51f67f51e5aee60a841ef58a68d00d5ee2c0faf357481a3 \
+    --hash=sha256:0d2c11f3ea4db66b5cbded23b20185c35066892c67d80ec4be4bab257b9ad1e0 \
+    --hash=sha256:0e42e0ec0cd3e0d851cb3c91f770c9301f48647cb2877cb78f74bdaa07639a79 \
+    --hash=sha256:132718176cc723026d201e347f800cd1a9e4b62ccd3f82476950834dad501c75 \
+    --hash=sha256:16cc1da46c04fb0fb128b4dc430b78fa2aba8a6c0c9f8eb391fd5103409a6ac6 \
+    --hash=sha256:18be793c4c87de2965e1c0f060f03d9e5aff66cfeae8e1dbe6e5b88056ec153f \
+    --hash=sha256:1a55d509a1dc5a5b708b5dad3b5334e07a16ad4c2185e27b40e4dba796ab7f88 \
+    --hash=sha256:1dcb645d7e34dcbcc96cd7c132b1fc55c39263ca62eb961c064eb3928997363b \
+    --hash=sha256:2016745cb3ba554469d02819d78958b571792bb68e31302610e898f80dd3a573 \
+    --hash=sha256:228b90f613b25ba0019361e4ab81520b343b622fc657daf7e501c4ed6a2366c0 \
+    --hash=sha256:309ef5706e95e62578cda256b97f5e097916a2c26247c287bbe74794e7150df2 \
+    --hash=sha256:339dc63b3eba969067b00f41f15ad161bf2946613156fb131266d8debc8e44d0 \
+    --hash=sha256:3820778ea1387c2b6a818caec01c63adc5b3750211af6447e8dcfb9b6f08dbba \
+    --hash=sha256:3d42df8201e00384736f0df9be2ced39324c3907607d17d50d50116c989d84cd \
+    --hash=sha256:3e7b8bd70c48ffb28461ebe092c2345536fb18bbbf19d287c8913699735f505c \
+    --hash=sha256:3f2f725aa3e909b3c5fdb8192490bdd8e1495e85906af74fe6e34a2a77ba0673 \
+    --hash=sha256:3fc6a169517ca0d7ca6846c3c5392ef2b9e38896f61d615cb75b9e7134d4ee1e \
+    --hash=sha256:45980ea19277dc0a579e432aef6a504fe098ef3a9032ead15e446eb0f1191aee \
+    --hash=sha256:4d010d080c4888371033baab27e47c9df7d6fb28d0b7b7adf85a4a49be9298b3 \
+    --hash=sha256:4de84e71173d4dada2897e5a0e1b7877e5eefbfe0d6a44edee6ce31d9b8ec09e \
+    --hash=sha256:549d195116a1ba1e1ae2f5ca143f9777800f6636eab917d4f02b5310d6d73461 \
+    --hash=sha256:562ec27dfa3f311e0db1ba243ec6e5f6ab96b1edfcfc6cf86f28038bc4961ce6 \
+    --hash=sha256:57dfc8048c72ba48a8c45e188d811e5efd7e49b387effc8fb17e97936dde5bf6 \
+    --hash=sha256:5899d28b5276f536fcf840b18b61a9fce23cc3aec1d114c44c07fe94ebeaa500 \
+    --hash=sha256:60cfb538fe9ef86e5b2ab0ca8fc8d62524777f6c611dcaf76dc16fbe9b8e698a \
+    --hash=sha256:623dcc6d7a7ba450bbdbeedbaa0c42b329bdae16491af2282f12a7e809be7eb9 \
+    --hash=sha256:67170979de0dacac3f3097d02b0ad188d8edcea44ccc44aaa0550af49150c7dc \
+    --hash=sha256:6e73ebb44dca5f708dc871fe0b90cf4cff1a13f9956f747cc87b535a840386f5 \
+    --hash=sha256:6f34591000f06e62085b1865c9bc5f7858df748834662a51edadfd2c3bfe0dd3 \
+    --hash=sha256:724b1b270cb13ea2e6503476e34541a0b1f62280bc997eab443f87790202033d \
+    --hash=sha256:75a6f4aa904301dab8022397a22c0039edc1f51e90b83dbd4464b8a38dc87842 \
+    --hash=sha256:77545b5dcda13b70f872c3b5974ac64c21d05e65b1590b441c8560115dc3a0d1 \
+    --hash=sha256:776483fd35b58d8afe3acbd9988d5de592ab6da2d2a865edfdbc9fdb43e7c486 \
+    --hash=sha256:77cc258aeb29a3417062758975521eae60af6f79e930d6993555eeac6a8eac29 \
+    --hash=sha256:794f7c05af0763b1bbd1b9e6eff0e52ad068be3b12cd96c87de037b01390c968 \
+    --hash=sha256:868a2fae76dfb06e87291bcbd4dcbcc778a8500510b618d50496e520bd94d9b9 \
+    --hash=sha256:8842af7f175078456b8b17f1b73a0d16a65dcbdc653ecefeb00a56b3c8c298c4 \
+    --hash=sha256:8d9bc218650022a768f3775dd7fdac1886437325d8d295d923ebcfef4892ad5c \
+    --hash=sha256:8f572d989142e0908e6acf57ad1b9b86989ff057c006d13b76c146ec6a20216a \
+    --hash=sha256:90480b2134999301eea795b3a9dbf606c6fbab1b489150c501da84a959442465 \
+    --hash=sha256:916abf1ac5cf7eb16bc540a5bf75c71c43a676f5c52fcb9fe75a2bd75fb944e8 \
+    --hash=sha256:92f980729e79b5d16d221038dbf2e8f9a9136afa072f9d5d6ed4cb984b126a09 \
+    --hash=sha256:933082f161bbb3e9f90d00990dc956120f608cdbcaeea15c4d897f56ef4fe416 \
+    --hash=sha256:97ab3647280d458a1f9adb85244e81587505a43c0c7cff851f5116cd2814b894 \
+    --hash=sha256:985b7836931d033570b94c94713c6dba5f9d3ff26045f72c3e5dbc5fe3361e5a \
+    --hash=sha256:9e549d642426e3579b3f4b92d0431543b012dcb6e825c91619d4e93b7363c3f9 \
+    --hash=sha256:9edd0e01a343766add6817bc448408858ba6b489039eaaa2018474e4001651a4 \
+    --hash=sha256:9ee68b21909686eeb21dfcba2c3b81fee70dcf38b140dcd5aa70680995fa3aa5 \
+    --hash=sha256:9f5e772ed5fef25b3de9f2008fe67b92d46831bd2bc5bdc5dd6bfd06b83b316f \
+    --hash=sha256:a03a4f3a19a189919c7055098790285cc5c5b0b3976f8d227aea39dbf9f8bfdb \
+    --hash=sha256:a4d240d260a1aed814790bbe1f10a5ff31ce6c21bc78f0da4a1e8268d6c80dbd \
+    --hash=sha256:a5a68357f686f8c4d527a2dc04f52e669c2fc1cbde38f6f7eb6a0e58cbd17cae \
+    --hash=sha256:a998cc0aeeea4c6d5622a3754da5a493055d2d95186bad877b0a34ea6e6dbe0a \
+    --hash=sha256:b67e47c5595b9224599016e333f5ec25392597a89d5744658f837d204e16c63e \
+    --hash=sha256:b6f3b96617e9852703f5b633ea01315ca45c77e879584f283c44127f0f1ec564 \
+    --hash=sha256:b7593fe7eb5feaa3fbb461ac79aac9f9fc0387a5ca8080b0c6fe2ca27b091afd \
+    --hash=sha256:bb3f6562e89bad0110afbe64e485aac2462efdce6232cdec7862a095dc3412f6 \
+    --hash=sha256:bb4f8c3c9a9f34423dba193f241f617b08ffc63e27f67159f60ae6baf2dcfe0f \
+    --hash=sha256:bd63e7b74661fed317212fab774e2a648bc4bb09b35f25474f8e3325d2945cd7 \
+    --hash=sha256:be753b225d159feb397bd0bf91ae86f689bad0da09d3b301478cd39b878ab31a \
+    --hash=sha256:bf100a3288f9bb7f919b87eb84f87101e197535b9bd0e2c2b5b3179633324fee \
+    --hash=sha256:c223d078112e90dc0e5c4e35b98b9584164bea9fbbd221c0b21c5241f6d51b62 \
+    --hash=sha256:c3d8c679607220979434f494b139dfb00131ebf70bb406553d69c1ff01a5c33d \
+    --hash=sha256:c43257717611ff5e9a1d79dce8e47566235ebda63328718d9b65dd640bc832ef \
+    --hash=sha256:c832ec92c4499ac463186af72f9ed4d8daec15499b16f0a879b0d1c8e5cf4a3b \
+    --hash=sha256:c8e2706ceb622bc63bac98ebb10ef5da80ed70fbd8a7999a5076de3afaef0fb1 \
+    --hash=sha256:cb237bfd0ef4d5eb6a19e29f9e528ac67ac3be932ea6b44fb6cc09b9f3ecff78 \
+    --hash=sha256:ccd7a6fca48ca9c131d9b0a2972a581e28b13416fc313fb98b6d24a03ce9a398 \
+    --hash=sha256:d10a2ed46386e850bb3de503a54f9fe8192e5917fcbb143bfef653a9355e9a53 \
+    --hash=sha256:d1443ba9acbb593fa7c1c29e011d7c9761545fe35e7652e85ce7f51a16f7e08d \
+    --hash=sha256:d2287ac9360dec3837bfdad969963a5d073a09a85d898bd86bea82aa8876ef3c \
+    --hash=sha256:d3c9f051b028810f5a87c88e5d6e9af3c0ff32ef62763bf15d29f740453ca909 \
+    --hash=sha256:d72140ccf8a147e94274024ff6fd8fb7811354cf7ef88b1f0a988ebaa5bc774f \
+    --hash=sha256:d938b4a840fb1523b9dfbbb454f652967f18e197569c32266d4d13f37244c3d9 \
+    --hash=sha256:db622b999ffe49cb891f2fff3b340cdc2f9797d01a0a202a0973ba2562501d90 \
+    --hash=sha256:e09fbecc007f7b6afdfb3b07ce5bd9f8494b6856dd4f577d26c66c391b829851 \
+    --hash=sha256:e1fa280b3ad78eea5be86f94f461c04943d942697e0dac889fa18fff8f5f9147 \
+    --hash=sha256:e4f18eca6028ffa62adbd185a8f1e1dd242f2e68164dba5c2b74a5204850b4cf \
+    --hash=sha256:e825dbb7f84dfa24663dd75835e7257f8882629fc11f03ecf77d84a75134b864 \
+    --hash=sha256:eaecf47ef10c72ece9a2a92118257da87e460e113b83cc0d2905cbbe931792b4 \
+    --hash=sha256:ef6688db9bf91ba111ae734ba6ef1a063304a881749726e0d3575f5c10a9facf \
+    --hash=sha256:f398ba4df52d30b1763f62eed9de5620dcde96e6f491f4c62686736b155aa6e4 \
+    --hash=sha256:f80e2bb21bfab56ed7405c2d79d34b5dc0bc96c2c1d2a067b643a09fb756c43a \
+    --hash=sha256:f83351e0f7dcdb14d7326c3d8d8c4e915fa685cbfdc6281f9470d97a04e9dfe4 \
+    --hash=sha256:f8dca5590fec7a89ed6826fce625595279e586ead52e9e958d3237821fbc750c \
+    --hash=sha256:fa3edde1aa8807de1d05934982416cb3ec46d1d4d91e280bcce7cca01c507992 \
+    --hash=sha256:fea07c1a39a22614acb762e3fbbb4011f65eedafcb2948feeef641ac78b4ee5c \
+    --hash=sha256:ff10896fa55167371960c5908150b434b71c876dfab97b69478f22c8b445ea19 \
+    --hash=sha256:ff86d4e85188bba72cfb876df3e11fa243439882c55957184af44a35bd5880b7 \
+    --hash=sha256:ffed1e4980889765c84a5d1a566159e363b71d6b6fbaf0bebc9d3c30bc016766
     # via
     #   -r requirements.in
     #   pytest-cov
@@ -469,78 +463,70 @@ cycler==0.12.1 \
     # via
     #   -r requirements.in
     #   matplotlib
-exceptiongroup==1.3.0 \
-    --hash=sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10 \
-    --hash=sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88
+exceptiongroup==1.3.1 \
+    --hash=sha256:8b412432c6055b0b7d14c310000ae93352ed6754f70fa8f7c34141f91c4e3219 \
+    --hash=sha256:a7a39a3bd276781e98394987d3a5701d0c4edffb633bb7a5144577f82c773598
     # via
     #   -r requirements.in
     #   cattrs
     #   pytest
-faker==37.12.0 \
-    --hash=sha256:7505e59a7e02fa9010f06c3e1e92f8250d4cfbb30632296140c2d6dbef09b0fa \
-    --hash=sha256:afe7ccc038da92f2fbae30d8e16d19d91e92e242f8401ce9caf44de892bab4c4
+faker==40.1.0 \
+    --hash=sha256:a616d35818e2a2387c297de80e2288083bc915e24b7e39d2fb5bc66cce3a929f \
+    --hash=sha256:c402212a981a8a28615fea9120d789e3f6062c0c259a82bfb8dff5d273e539d2
     # via
     #   -r requirements.in
     #   polyfactory
-fonttools==4.60.1 \
-    --hash=sha256:022beaea4b73a70295b688f817ddc24ed3e3418b5036ffcd5658141184ef0d0c \
-    --hash=sha256:026290e4ec76583881763fac284aca67365e0be9f13a7fb137257096114cb3bc \
-    --hash=sha256:0b0835ed15dd5b40d726bb61c846a688f5b4ce2208ec68779bc81860adb5851a \
-    --hash=sha256:0eae96373e4b7c9e45d099d7a523444e3554360927225c1cdae221a58a45b856 \
-    --hash=sha256:122e1a8ada290423c493491d002f622b1992b1ab0b488c68e31c413390dc7eb2 \
-    --hash=sha256:1410155d0e764a4615774e5c2c6fc516259fe3eca5882f034eb9bfdbee056259 \
-    --hash=sha256:145daa14bf24824b677b9357c5e44fd8895c2a8f53596e1b9ea3496081dc692c \
-    --hash=sha256:1525796c3ffe27bb6268ed2a1bb0dcf214d561dfaf04728abf01489eb5339dce \
-    --hash=sha256:154cb6ee417e417bf5f7c42fe25858c9140c26f647c7347c06f0cc2d47eff003 \
-    --hash=sha256:2299df884c11162617a66b7c316957d74a18e3758c0274762d2cc87df7bc0272 \
-    --hash=sha256:2409d5fb7b55fd70f715e6d34e7a6e4f7511b8ad29a49d6df225ee76da76dd77 \
-    --hash=sha256:268ecda8ca6cb5c4f044b1fb9b3b376e8cd1b361cef275082429dc4174907038 \
-    --hash=sha256:282dafa55f9659e8999110bd8ed422ebe1c8aecd0dc396550b038e6c9a08b8ea \
-    --hash=sha256:2ee06fc57512144d8b0445194c2da9f190f61ad51e230f14836286470c99f854 \
-    --hash=sha256:3630e86c484263eaac71d117085d509cbcf7b18f677906824e4bace598fb70d2 \
-    --hash=sha256:398447f3d8c0c786cbf1209711e79080a40761eb44b27cdafffb48f52bcec258 \
-    --hash=sha256:4ba4bd646e86de16160f0fb72e31c3b9b7d0721c3e5b26b9fa2fc931dfdb2652 \
-    --hash=sha256:5664fd1a9ea7f244487ac8f10340c4e37664675e8667d6fee420766e0fb3cf08 \
-    --hash=sha256:583b7f8e3c49486e4d489ad1deacfb8d5be54a8ef34d6df824f6a171f8511d99 \
-    --hash=sha256:596ecaca36367027d525b3b426d8a8208169d09edcf8c7506aceb3a38bfb55c7 \
-    --hash=sha256:5c1015318e4fec75dd4943ad5f6a206d9727adf97410d58b7e32ab644a807914 \
-    --hash=sha256:66929e2ea2810c6533a5184f938502cfdaea4bc3efb7130d8cc02e1c1b4108d6 \
-    --hash=sha256:6ec722ee589e89a89f5b7574f5c45604030aa6ae24cb2c751e2707193b466fed \
-    --hash=sha256:6f68576bb4bbf6060c7ab047b1574a1ebe5c50a17de62830079967b211059ebb \
-    --hash=sha256:7473a8ed9ed09aeaa191301244a5a9dbe46fe0bf54f9d6cd21d83044c3321217 \
-    --hash=sha256:7b0c6d57ab00dae9529f3faf187f2254ea0aa1e04215cf2f1a8ec277c96661bc \
-    --hash=sha256:7b4c32e232a71f63a5d00259ca3d88345ce2a43295bb049d21061f338124246f \
-    --hash=sha256:8177ec9676ea6e1793c8a084a90b65a9f778771998eb919d05db6d4b1c0b114c \
-    --hash=sha256:839565cbf14645952d933853e8ade66a463684ed6ed6c9345d0faf1f0e868877 \
-    --hash=sha256:875cb7764708b3132637f6c5fb385b16eeba0f7ac9fa45a69d35e09b47045801 \
-    --hash=sha256:8a44788d9d91df72d1a5eac49b31aeb887a5f4aab761b4cffc4196c74907ea85 \
-    --hash=sha256:8b4eb332f9501cb1cd3d4d099374a1e1306783ff95489a1026bde9eb02ccc34a \
-    --hash=sha256:906306ac7afe2156fcf0042173d6ebbb05416af70f6b370967b47f8f00103bbb \
-    --hash=sha256:992775c9fbe2cf794786fa0ffca7f09f564ba3499b8fe9f2f80bd7197db60383 \
-    --hash=sha256:996a4d1834524adbb423385d5a629b868ef9d774670856c63c9a0408a3063401 \
-    --hash=sha256:9a52f254ce051e196b8fe2af4634c2d2f02c981756c6464dc192f1b6050b4e28 \
-    --hash=sha256:9d0ced62b59e0430b3690dbc5373df1c2aa7585e9a8ce38eff87f0fd993c5b01 \
-    --hash=sha256:a140761c4ff63d0cb9256ac752f230460ee225ccef4ad8f68affc723c88e2036 \
-    --hash=sha256:a184b2ea57b13680ab6d5fbde99ccef152c95c06746cb7718c583abd8f945ccc \
-    --hash=sha256:a3db56f153bd4c5c2b619ab02c5db5192e222150ce5a1bc10f16164714bc39ac \
-    --hash=sha256:a46b2f450bc79e06ef3b6394f0c68660529ed51692606ad7f953fc2e448bc903 \
-    --hash=sha256:a884aef09d45ba1206712c7dbda5829562d3fea7726935d3289d343232ecb0d3 \
-    --hash=sha256:b2cf105cee600d2de04ca3cfa1f74f1127f8455b71dbad02b9da6ec266e116d6 \
-    --hash=sha256:b33a7884fabd72bdf5f910d0cf46be50dce86a0362a65cfc746a4168c67eb96c \
-    --hash=sha256:b42d86938e8dda1cd9a1a87a6d82f1818eaf933348429653559a458d027446da \
-    --hash=sha256:b6379e7546ba4ae4b18f8ae2b9bc5960936007a1c0e30b342f662577e8bc3299 \
-    --hash=sha256:c7420a2696a44650120cdd269a5d2e56a477e2bfa9d95e86229059beb1c19e15 \
-    --hash=sha256:c8651e0d4b3bdeda6602b85fdc2abbefc1b41e573ecb37b6779c4ca50753a199 \
-    --hash=sha256:d066ea419f719ed87bc2c99a4a4bfd77c2e5949cb724588b9dd58f3fd90b92bf \
-    --hash=sha256:e6c58beb17380f7c2ea181ea11e7db8c0ceb474c9dd45f48e71e2cb577d146a1 \
-    --hash=sha256:e852d9dda9f93ad3651ae1e3bb770eac544ec93c3807888798eccddf84596537 \
-    --hash=sha256:ec3681a0cb34c255d76dd9d865a55f260164adb9fa02628415cdc2d43ee2c05d \
-    --hash=sha256:ee0c0b3b35b34f782afc673d503167157094a16f442ace7c6c5e0ca80b08f50c \
-    --hash=sha256:eedacb5c5d22b7097482fa834bda0dafa3d914a4e829ec83cdea2a01f8c813c4 \
-    --hash=sha256:ef00af0439ebfee806b25f24c8f92109157ff3fac5731dc7867957812e87b8d9 \
-    --hash=sha256:f0e8817c7d1a0c2eedebf57ef9a9896f3ea23324769a9a2061a80fe8852705ed \
-    --hash=sha256:f3d5be054c461d6a2268831f04091dc82753176f6ea06dc6047a5e168265a987 \
-    --hash=sha256:f4b5c37a5f40e4d733d3bbaaef082149bee5a5ea3156a785ff64d949bd1353fa
+fonttools==4.61.1 \
+    --hash=sha256:0de30bfe7745c0d1ffa2b0b7048fb7123ad0d71107e10ee090fa0b16b9452e87 \
+    --hash=sha256:10d88e55330e092940584774ee5e8a6971b01fc2f4d3466a1d6c158230880796 \
+    --hash=sha256:11f35ad7805edba3aac1a3710d104592df59f4b957e30108ae0ba6c10b11dd75 \
+    --hash=sha256:15acc09befd16a0fb8a8f62bc147e1a82817542d72184acca9ce6e0aeda9fa6d \
+    --hash=sha256:17d2bf5d541add43822bcf0c43d7d847b160c9bb01d15d5007d84e2217aaa371 \
+    --hash=sha256:2180f14c141d2f0f3da43f3a81bc8aa4684860f6b0e6f9e165a4831f24e6a23b \
+    --hash=sha256:21e7c8d76f62ab13c9472ccf74515ca5b9a761d1bde3265152a6dc58700d895b \
+    --hash=sha256:41a7170d042e8c0024703ed13b71893519a1a6d6e18e933e3ec7507a2c26a4b2 \
+    --hash=sha256:41ed4b5ec103bd306bb68f81dc166e77409e5209443e5773cb4ed837bcc9b0d3 \
+    --hash=sha256:497c31ce314219888c0e2fce5ad9178ca83fe5230b01a5006726cdf3ac9f24d9 \
+    --hash=sha256:4c1b526c8d3f615a7b1867f38a9410849c8f4aef078535742198e942fba0e9bd \
+    --hash=sha256:4d7092bb38c53bbc78e9255a59158b150bcdc115a1e3b3ce0b5f267dc35dd63c \
+    --hash=sha256:4f5686e1fe5fce75d82d93c47a438a25bf0d1319d2843a926f741140b2b16e0c \
+    --hash=sha256:58b0ee0ab5b1fc9921eccfe11d1435added19d6494dde14e323f25ad2bc30c56 \
+    --hash=sha256:5ce02f38a754f207f2f06557523cd39a06438ba3aafc0639c477ac409fc64e37 \
+    --hash=sha256:5fade934607a523614726119164ff621e8c30e8fa1ffffbbd358662056ba69f0 \
+    --hash=sha256:5fe9fd43882620017add5eabb781ebfbc6998ee49b35bd7f8f79af1f9f99a958 \
+    --hash=sha256:64102ca87e84261419c3747a0d20f396eb024bdbeb04c2bfb37e2891f5fadcb5 \
+    --hash=sha256:664c5a68ec406f6b1547946683008576ef8b38275608e1cee6c061828171c118 \
+    --hash=sha256:6675329885c44657f826ef01d9e4fb33b9158e9d93c537d84ad8399539bc6f69 \
+    --hash=sha256:75c1a6dfac6abd407634420c93864a1e274ebc1c7531346d9254c0d8f6ca00f9 \
+    --hash=sha256:75da8f28eff26defba42c52986de97b22106cb8f26515b7c22443ebc9c2d3261 \
+    --hash=sha256:77efb033d8d7ff233385f30c62c7c79271c8885d5c9657d967ede124671bbdfb \
+    --hash=sha256:78a7d3ab09dc47ac1a363a493e6112d8cabed7ba7caad5f54dbe2f08676d1b47 \
+    --hash=sha256:7c7db70d57e5e1089a274cbb2b1fd635c9a24de809a231b154965d415d6c6d24 \
+    --hash=sha256:8c56c488ab471628ff3bfa80964372fc13504ece601e0d97a78ee74126b2045c \
+    --hash=sha256:91669ccac46bbc1d09e9273546181919064e8df73488ea087dcac3e2968df9ba \
+    --hash=sha256:9b666a475a65f4e839d3d10473fad6d47e0a9db14a2f4a224029c5bfde58ad2c \
+    --hash=sha256:9cfef3ab326780c04d6646f68d4b4742aae222e8b8ea1d627c74e38afcbc9d91 \
+    --hash=sha256:a13fc8aeb24bad755eea8f7f9d409438eb94e82cf86b08fe77a03fbc8f6a96b1 \
+    --hash=sha256:a75c301f96db737e1c5ed5fd7d77d9c34466de16095a266509e13da09751bd19 \
+    --hash=sha256:a76d4cb80f41ba94a6691264be76435e5f72f2cb3cab0b092a6212855f71c2f6 \
+    --hash=sha256:aed04cabe26f30c1647ef0e8fbb207516fd40fe9472e9439695f5c6998e60ac5 \
+    --hash=sha256:b148b56f5de675ee16d45e769e69f87623a4944f7443850bf9a9376e628a89d2 \
+    --hash=sha256:b501c862d4901792adaec7c25b1ecc749e2662543f68bb194c42ba18d6eec98d \
+    --hash=sha256:b846a1fcf8beadeb9ea4f44ec5bdde393e2f1569e17d700bfc49cd69bde75881 \
+    --hash=sha256:b931ae8f62db78861b0ff1ac017851764602288575d65b8e8ff1963fed419063 \
+    --hash=sha256:c33ab3ca9d3ccd581d58e989d67554e42d8d4ded94ab3ade3508455fe70e65f7 \
+    --hash=sha256:c6604b735bb12fef8e0efd5578c9fb5d3d8532d5001ea13a19cddf295673ee09 \
+    --hash=sha256:d8db08051fc9e7d8bc622f2112511b8107d8f27cd89e2f64ec45e9825e8288da \
+    --hash=sha256:d9203500f7c63545b4ce3799319fe4d9feb1a1b89b28d3cb5abd11b9dd64147e \
+    --hash=sha256:dc492779501fa723b04d0ab1f5be046797fee17d27700476edc7ee9ae535a61e \
+    --hash=sha256:e6bcdf33aec38d16508ce61fd81838f24c83c90a1d1b8c68982857038673d6b8 \
+    --hash=sha256:e76ce097e3c57c4bcb67c5aa24a0ecdbd9f74ea9219997a707a4061fbe2707aa \
+    --hash=sha256:eff1ac3cc66c2ac7cda1e64b4e2f3ffef474b7335f92fc3833fc632d595fcee6 \
+    --hash=sha256:f3cb4a569029b9f291f88aafc927dd53683757e640081ca8c412781ea144565e \
+    --hash=sha256:f79b168428351d11e10c5aeb61a74e1851ec221081299f4cf56036a95431c43a \
+    --hash=sha256:fa646ecec9528bef693415c79a86e733c70a4965dd938e9a226b0fc64c9d2e6c \
+    --hash=sha256:fe2efccb324948a11dd09d22136fe2ac8a97d6c1347cf0b58a911dcd529f66b7 \
+    --hash=sha256:fff4f534200a04b4a36e7ae3cb74493afe807b517a09e99cb4faa89a34ed6ecd
     # via
     #   -r requirements.in
     #   matplotlib
@@ -556,9 +542,9 @@ gitdb==4.0.12 \
     # via
     #   -r requirements.in
     #   gitpython
-gitpython==3.1.45 \
-    --hash=sha256:85b0ee964ceddf211c41b9f27a49086010a190fd8132a24e21f362a4b36a791c \
-    --hash=sha256:8908cb2e02fb3b93b7eb0f2827125cb699869470432cc885f019b8fd0fccff77
+gitpython==3.1.46 \
+    --hash=sha256:400124c7d0ef4ea03f7310ac2fbf7151e09ff97f2a3288d64a440c584a29c37f \
+    --hash=sha256:79812ed143d9d25b6d176a10bb511de0f9c67b1fa641d82097b0ab90398a2058
     # via
     #   -r requirements.in
     #   mozilla-metric-config-parser
@@ -570,22 +556,22 @@ google-api-core[grpc]==2.28.1 \
     #   google-cloud-bigquery
     #   google-cloud-bigquery-storage
     #   google-cloud-core
-google-auth==2.42.1 \
-    --hash=sha256:30178b7a21aa50bffbdc1ffcb34ff770a2f65c712170ecd5446c4bef4dc2b94e \
-    --hash=sha256:eb73d71c91fc95dbd221a2eb87477c278a355e7367a35c0d84e6b0e5f9b4ad11
+google-auth==2.47.0 \
+    --hash=sha256:833229070a9dfee1a353ae9877dcd2dec069a8281a4e72e72f77d4a70ff945da \
+    --hash=sha256:c516d68336bfde7cf0da26aab674a36fedcf04b37ac4edd59c597178760c3498
     # via
     #   -r requirements.in
     #   google-api-core
     #   google-cloud-bigquery
     #   google-cloud-bigquery-storage
     #   google-cloud-core
-google-cloud-bigquery==3.38.0 \
-    --hash=sha256:8afcb7116f5eac849097a344eb8bfda78b7cfaae128e60e019193dd483873520 \
-    --hash=sha256:e06e93ff7b245b239945ef59cb59616057598d369edac457ebf292bd61984da6
+google-cloud-bigquery==3.40.0 \
+    --hash=sha256:0469bcf9e3dad3cab65b67cce98180c8c0aacf3253d47f0f8e976f299b49b5ab \
+    --hash=sha256:b3ccb11caf0029f15b29569518f667553fe08f6f1459b959020c83fbbd8f2e68
     # via -r requirements.in
-google-cloud-bigquery-storage==2.34.0 \
-    --hash=sha256:221740a991b3173027ebb0f3aa5f06c65bdf90fc4eb1b71da798093b6bf6d22d \
-    --hash=sha256:5c1b55f2a33bfb0730cf5a2f7e4f0cc6a7166d9026142ab78c2ffd5130884c46
+google-cloud-bigquery-storage==2.36.0 \
+    --hash=sha256:1769e568070db672302771d2aec18341de10712aa9c4a8c549f417503e0149f0 \
+    --hash=sha256:d3c1ce9d2d3a4d7116259889dcbe3c7c70506f71f6ce6bbe54aa0a68bbba8f8f
     # via -r requirements.in
 google-cloud-core==2.5.0 \
     --hash=sha256:67d977b41ae6c7211ee830c7912e41003ea8194bff15ae7d72fd6f51e57acabc \
@@ -593,53 +579,52 @@ google-cloud-core==2.5.0 \
     # via
     #   -r requirements.in
     #   google-cloud-bigquery
-google-crc32c==1.7.1 \
-    --hash=sha256:0f99eaa09a9a7e642a61e06742856eec8b19fc0037832e03f941fe7cf0c8e4db \
-    --hash=sha256:19eafa0e4af11b0a4eb3974483d55d2d77ad1911e6cf6f832e1574f6781fd337 \
-    --hash=sha256:1c67ca0a1f5b56162951a9dae987988679a7db682d6f97ce0f6381ebf0fbea4c \
-    --hash=sha256:1f2b3522222746fff0e04a9bd0a23ea003ba3cccc8cf21385c564deb1f223242 \
-    --hash=sha256:22beacf83baaf59f9d3ab2bbb4db0fb018da8e5aebdce07ef9f09fce8220285e \
-    --hash=sha256:2bff2305f98846f3e825dbeec9ee406f89da7962accdb29356e4eadc251bd472 \
-    --hash=sha256:2d73a68a653c57281401871dd4aeebbb6af3191dcac751a76ce430df4d403194 \
-    --hash=sha256:32d1da0d74ec5634a05f53ef7df18fc646666a25efaaca9fc7dcfd4caf1d98c3 \
-    --hash=sha256:3bda0fcb632d390e3ea8b6b07bf6b4f4a66c9d02dcd6fbf7ba00a197c143f582 \
-    --hash=sha256:6335de12921f06e1f774d0dd1fbea6bf610abe0887a1638f64d694013138be5d \
-    --hash=sha256:6b211ddaf20f7ebeec5c333448582c224a7c90a9d98826fbab82c0ddc11348e6 \
-    --hash=sha256:6efb97eb4369d52593ad6f75e7e10d053cf00c48983f7a973105bc70b0ac4d82 \
-    --hash=sha256:6fbab4b935989e2c3610371963ba1b86afb09537fd0c633049be82afe153ac06 \
-    --hash=sha256:713121af19f1a617054c41f952294764e0c5443d5a5d9034b2cd60f5dd7e0349 \
-    --hash=sha256:754561c6c66e89d55754106739e22fdaa93fafa8da7221b29c8b8e8270c6ec8a \
-    --hash=sha256:7cc81b3a2fbd932a4313eb53cc7d9dde424088ca3a0337160f35d91826880c1d \
-    --hash=sha256:85fef7fae11494e747c9fd1359a527e5970fc9603c90764843caabd3a16a0a48 \
-    --hash=sha256:905a385140bf492ac300026717af339790921f411c0dfd9aa5a9e69a08ed32eb \
-    --hash=sha256:9fc196f0b8d8bd2789352c6a522db03f89e83a0ed6b64315923c396d7a932315 \
-    --hash=sha256:a8e9afc74168b0b2232fb32dd202c93e46b7d5e4bf03e66ba5dc273bb3559589 \
-    --hash=sha256:b07d48faf8292b4db7c3d64ab86f950c2e94e93a11fd47271c28ba458e4a0d76 \
-    --hash=sha256:b6d86616faaea68101195c6bdc40c494e4d76f41e07a37ffdef270879c15fb65 \
-    --hash=sha256:b7491bdc0c7564fcf48c0179d2048ab2f7c7ba36b84ccd3a3e1c3f7a72d3bba6 \
-    --hash=sha256:bb5e35dcd8552f76eed9461a23de1030920a3c953c1982f324be8f97946e7127 \
-    --hash=sha256:d68e17bad8f7dd9a49181a1f5a8f4b251c6dbc8cc96fb79f1d321dfd57d66f53 \
-    --hash=sha256:dcdf5a64adb747610140572ed18d011896e3b9ae5195f2514b7ff678c80f1603 \
-    --hash=sha256:df8b38bdaf1629d62d51be8bdd04888f37c451564c2042d36e5812da9eff3c35 \
-    --hash=sha256:e10554d4abc5238823112c2ad7e4560f96c7bf3820b202660373d769d9e6e4c9 \
-    --hash=sha256:e42e20a83a29aa2709a0cf271c7f8aefaa23b7ab52e53b322585297bb94d4638 \
-    --hash=sha256:ed66cbe1ed9cbaaad9392b5259b3eba4a9e565420d734e6238813c428c3336c9 \
-    --hash=sha256:ee6547b657621b6cbed3562ea7826c3e11cab01cd33b74e1f677690652883e77 \
-    --hash=sha256:f2226b6a8da04f1d9e61d3e357f2460b9551c5e6950071437e122c958a18ae14 \
-    --hash=sha256:fa8136cc14dd27f34a3221c0f16fd42d8a40e4778273e61a3c19aedaa44daf6b \
-    --hash=sha256:fc5319db92daa516b653600794d5b9f9439a9a121f3e162f94b0e1891c7933cb
+google-crc32c==1.8.0 \
+    --hash=sha256:014a7e68d623e9a4222d663931febc3033c5c7c9730785727de2a81f87d5bab8 \
+    --hash=sha256:01f126a5cfddc378290de52095e2c7052be2ba7656a9f0caf4bcd1bfb1833f8a \
+    --hash=sha256:0470b8c3d73b5f4e3300165498e4cf25221c7eb37f1159e221d1825b6df8a7ff \
+    --hash=sha256:119fcd90c57c89f30040b47c211acee231b25a45d225e3225294386f5d258288 \
+    --hash=sha256:14f87e04d613dfa218d6135e81b78272c3b904e2a7053b841481b38a7d901411 \
+    --hash=sha256:17446feb05abddc187e5441a45971b8394ea4c1b6efd88ab0af393fd9e0a156a \
+    --hash=sha256:19b40d637a54cb71e0829179f6cb41835f0fbd9e8eb60552152a8b52c36cbe15 \
+    --hash=sha256:2a3dc3318507de089c5384cc74d54318401410f82aa65b2d9cdde9d297aca7cb \
+    --hash=sha256:3b9776774b24ba76831609ffbabce8cdf6fa2bd5e9df37b594221c7e333a81fa \
+    --hash=sha256:3cc0c8912038065eafa603b238abf252e204accab2a704c63b9e14837a854962 \
+    --hash=sha256:3d488e98b18809f5e322978d4506373599c0c13e6c5ad13e53bb44758e18d215 \
+    --hash=sha256:3ebb04528e83b2634857f43f9bb8ef5b2bbe7f10f140daeb01b58f972d04736b \
+    --hash=sha256:450dc98429d3e33ed2926fc99ee81001928d63460f8538f21a5d6060912a8e27 \
+    --hash=sha256:4b8286b659c1335172e39563ab0a768b8015e88e08329fa5321f774275fc3113 \
+    --hash=sha256:57a50a9035b75643996fbf224d6661e386c7162d1dfdab9bc4ca790947d1007f \
+    --hash=sha256:61f58b28e0b21fcb249a8247ad0db2e64114e201e2e9b4200af020f3b6242c9f \
+    --hash=sha256:6f35aaffc8ccd81ba3162443fabb920e65b1f20ab1952a31b13173a67811467d \
+    --hash=sha256:71734788a88f551fbd6a97be9668a0020698e07b2bf5b3aa26a36c10cdfb27b2 \
+    --hash=sha256:864abafe7d6e2c4c66395c1eb0fe12dc891879769b52a3d56499612ca93b6092 \
+    --hash=sha256:86cfc00fe45a0ac7359e5214a1704e51a99e757d0272554874f419f79838c5f7 \
+    --hash=sha256:87b0072c4ecc9505cfa16ee734b00cd7721d20a0f595be4d40d3d21b41f65ae2 \
+    --hash=sha256:87fa445064e7db928226b2e6f0d5304ab4cd0339e664a4e9a25029f384d9bb93 \
+    --hash=sha256:89c17d53d75562edfff86679244830599ee0a48efc216200691de8b02ab6b2b8 \
+    --hash=sha256:8b3f68782f3cbd1bce027e48768293072813469af6a61a86f6bb4977a4380f21 \
+    --hash=sha256:a428e25fb7691024de47fecfbff7ff957214da51eddded0da0ae0e0f03a2cf79 \
+    --hash=sha256:b0d1a7afc6e8e4635564ba8aa5c0548e3173e41b6384d7711a9123165f582de2 \
+    --hash=sha256:ba6aba18daf4d36ad4412feede6221414692f44d17e5428bdd81ad3fc1eee5dc \
+    --hash=sha256:cb5c869c2923d56cb0c8e6bcdd73c009c36ae39b652dbe46a05eb4ef0ad01454 \
+    --hash=sha256:d511b3153e7011a27ab6ee6bb3a5404a55b994dc1a7322c0b87b29606d9790e2 \
+    --hash=sha256:db3fe8eaf0612fc8b20fa21a5f25bd785bc3cd5be69f8f3412b0ac2ffd49e733 \
+    --hash=sha256:e6584b12cb06796d285d09e33f63309a09368b9d806a551d8036a4207ea43697 \
+    --hash=sha256:f4b51844ef67d6cf2e9425983274da75f18b1597bb2c998e1c0a0e8d46f8f651 \
+    --hash=sha256:f639065ea2042d5c034bf258a9f085eaa7af0cd250667c0635a3118e8f92c69c
     # via
     #   -r requirements.in
     #   google-resumable-media
-google-resumable-media==2.7.2 \
-    --hash=sha256:3ce7551e9fe6d99e9a126101d2536612bb73486721951e9562fee0f90c6ababa \
-    --hash=sha256:5280aed4629f2b60b847b0d42f9857fd4935c11af266744df33d8074cae92fe0
+google-resumable-media==2.8.0 \
+    --hash=sha256:dd14a116af303845a8d932ddae161a26e86cc229645bc98b39f026f9b1717582 \
+    --hash=sha256:f1157ed8b46994d60a1bc432544db62352043113684d4e030ee02e77ebe9a1ae
     # via
     #   -r requirements.in
     #   google-cloud-bigquery
-googleapis-common-protos==1.71.0 \
-    --hash=sha256:1aec01e574e29da63c80ba9f7bbf1ccfaacf1da877f23609fe236ca7c72a2e2e \
-    --hash=sha256:59034a1d849dc4d18971997a72ac56246570afdd17f9369a0ff68218d50ab78c
+googleapis-common-protos==1.72.0 \
+    --hash=sha256:4299c5a82d5ae1a9702ada957347726b167f9f8d1fc352477702a1e851ff4038 \
+    --hash=sha256:e55a601c1b32b52d7a3e65f43563e2aa61bcd737998ee672ac9b951cd49319f5
     # via
     #   -r requirements.in
     #   google-api-core
@@ -747,9 +732,9 @@ jinja2==3.1.6 \
     # via
     #   -r requirements.in
     #   mozilla-metric-config-parser
-jsonschema==4.25.1 \
-    --hash=sha256:3fba0169e345c7175110351d456342c364814cfcf3b964ba4587f22915230a63 \
-    --hash=sha256:e4a9655ce0da0c0b67a085847e00a3a51449e1157f4f75e9fb5aa545e122eb85
+jsonschema==4.26.0 \
+    --hash=sha256:0c26707e2efad8aa1bfc5b7ce170f3fccc2e4918ff85989ba9ffa9facb2be326 \
+    --hash=sha256:d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce
     # via
     #   -r requirements.in
     #   mozilla-nimbus-schemas
@@ -864,6 +849,86 @@ kiwisolver==1.4.9 \
     # via
     #   -r requirements.in
     #   matplotlib
+librt==0.7.7 \
+    --hash=sha256:067be973d90d9e319e6eb4ee2a9b9307f0ecd648b8a9002fa237289a4a07a9e7 \
+    --hash=sha256:0996c83b1cb43c00e8c87835a284f9057bc647abd42b5871e5f941d30010c832 \
+    --hash=sha256:0ecce0544d3db91a40f8b57ae26928c02130a997b540f908cefd4d279d6c5848 \
+    --hash=sha256:10c8fb9966f84737115513fecbaf257f9553d067a7dd45a69c2c7e5339e6a8dc \
+    --hash=sha256:142c2cd91794b79fd0ce113bd658993b7ede0fe93057668c2f98a45ca00b7e91 \
+    --hash=sha256:14ef0f4ac3728ffd85bfc58e2f2f48fb4ef4fa871876f13a73a7381d10a9f77c \
+    --hash=sha256:1908c3e5a5ef86b23391448b47759298f87f997c3bd153a770828f58c2bb4630 \
+    --hash=sha256:1bcd79be209313b270b0e1a51c67ae1af28adad0e0c7e84c3ad4b5cb57aaa75b \
+    --hash=sha256:23d2299ed007812cccc1ecef018db7d922733382561230de1f3954db28433977 \
+    --hash=sha256:23daa1ab0512bafdd677eb1bfc9611d8ffbe2e328895671e64cb34166bc1b8c8 \
+    --hash=sha256:2567cb48dc03e5b246927ab35cbb343376e24501260a9b5e30b8e255dca0d1d2 \
+    --hash=sha256:264720fc288c86039c091a4ad63419a5d7cabbf1c1c9933336a957ed2483e570 \
+    --hash=sha256:2987cf827011907d3dfd109f1be0d61e173d68b1270107bb0e89f2fca7f2ed6b \
+    --hash=sha256:2a85a1fc4ed11ea0eb0a632459ce004a2d14afc085a50ae3463cd3dfe1ce43fc \
+    --hash=sha256:3d1fe2e8df3268dd6734dba33ededae72ad5c3a859b9577bc00b715759c5aaab \
+    --hash=sha256:4353ee891a1834567e0302d4bd5e60f531912179578c36f3d0430f8c5e16b456 \
+    --hash=sha256:44d63ce643f34a903f09ff7ca355aae019a3730c7afd6a3c037d569beeb5d151 \
+    --hash=sha256:467dbd7443bda08338fc8ad701ed38cef48194017554f4c798b0a237904b3f99 \
+    --hash=sha256:4862cb2c702b1f905c0503b72d9d4daf65a7fdf5a9e84560e563471e57a56949 \
+    --hash=sha256:4bf3cc46d553693382d2abf5f5bd493d71bb0f50a7c0beab18aa13a5545c8900 \
+    --hash=sha256:4dcee2f921a8632636d1c37f1bbdb8841d15666d119aa61e5399c5268e7ce02e \
+    --hash=sha256:50d1d1ee813d2d1a3baf2873634ba506b263032418d16287c92ec1cc9c1a00cb \
+    --hash=sha256:5335890fea9f9e6c4fdf8683061b9ccdcbe47c6dc03ab8e9b68c10acf78be78d \
+    --hash=sha256:558a9e5a6f3cc1e20b3168fb1dc802d0d8fa40731f6e9932dcc52bbcfbd37111 \
+    --hash=sha256:5e419e0db70991b6ba037b70c1d5bbe92b20ddf82f31ad01d77a347ed9781398 \
+    --hash=sha256:6066c638cdf85ff92fc6f932d2d73c93a0e03492cdfa8778e6d58c489a3d7259 \
+    --hash=sha256:6ae8aec43117a645a31e5f60e9e3a0797492e747823b9bda6972d521b436b4e8 \
+    --hash=sha256:6b6f8ea465524aa4c7420c7cc4ca7d46fe00981de8debc67b1cc2e9957bb5b9d \
+    --hash=sha256:7b16ccaeff0ed4355dfb76fe1ea7a5d6d03b5ad27f295f77ee0557bc20a72495 \
+    --hash=sha256:7d13cc340b3b82134f8038a2bfe7137093693dcad8ba5773da18f95ad6b77a8a \
+    --hash=sha256:7ef28f2e7a016b29792fe0a2dd04dec75725b32a1264e390c366103f834a9c3a \
+    --hash=sha256:8185c8497d45164e256376f9da5aed2bb26ff636c798c9dabe313b90e9f25b28 \
+    --hash=sha256:81d957b069fed1890953c3b9c3895c7689960f233eea9a1d9607f71ce7f00b2c \
+    --hash=sha256:86f86b3b785487c7760247bcdac0b11aa8bf13245a13ed05206286135877564b \
+    --hash=sha256:8e92c8de62b40bfce91d5e12c6e8b15434da268979b1af1a6589463549d491e6 \
+    --hash=sha256:8f2f8dcf5ab9f80fb970c6fd780b398efb2f50c1962485eb8d3ab07788595a48 \
+    --hash=sha256:8f4a0b0a3c86ba9193a8e23bb18f100d647bf192390ae195d84dfa0a10fb6244 \
+    --hash=sha256:8f7a74cf3a80f0c3b0ec75b0c650b2f0a894a2cec57ef75f6f72c1e82cdac61d \
+    --hash=sha256:955c62571de0b181d9e9e0a0303c8bc90d47670a5eff54cf71bf5da61d1899cf \
+    --hash=sha256:983de36b5a83fe9222f4f7dcd071f9b1ac6f3f17c0af0238dadfb8229588f890 \
+    --hash=sha256:9b15e5d17812d4d629ff576699954f74e2cc24a02a4fc401882dd94f81daba45 \
+    --hash=sha256:9b4346b1225be26def3ccc6c965751c74868f0578cbcba293c8ae9168483d811 \
+    --hash=sha256:9b5fb1ecb2c35362eab2dbd354fd1efa5a8440d3e73a68be11921042a0edc0ff \
+    --hash=sha256:a10b8eebdaca6e9fdbaf88b5aefc0e324b763a5f40b1266532590d5afb268a4c \
+    --hash=sha256:a1f5cc41a570269d1be7a676655875e3a53de4992a9fa38efb7983e97cf73d7c \
+    --hash=sha256:a3bfe73a32bd0bdb9a87d586b05a23c0a1729205d79df66dee65bb2e40d671ba \
+    --hash=sha256:a487b71fbf8a9edb72a8c7a456dda0184642d99cd007bc819c0b7ab93676a8ee \
+    --hash=sha256:a609849aca463074c17de9cda173c276eb8fee9e441053529e7b9e249dc8b8ee \
+    --hash=sha256:a76f1d679beccccdf8c1958e732a1dfcd6e749f8821ee59d7bec009ac308c029 \
+    --hash=sha256:a7ea4e1fbd253e5c68ea0fe63d08577f9d288a73f17d82f652ebc61fa48d878d \
+    --hash=sha256:ab2a2a9cd7d044e1a11ca64a86ad3361d318176924bbe5152fbc69f99be20b8c \
+    --hash=sha256:ad3fc2d859a709baf9dd9607bb72f599b1cfb8a39eafd41307d0c3c4766763cb \
+    --hash=sha256:add4e0a000858fe9bb39ed55f31085506a5c38363e6eb4a1e5943a10c2bfc3d1 \
+    --hash=sha256:aea05f701ccd2a76b34f0daf47ca5068176ff553510b614770c90d76ac88df06 \
+    --hash=sha256:b8bb331aad734b059c4b450cd0a225652f16889e286b2345af5e2c3c625c3d85 \
+    --hash=sha256:bdb9f3d865b2dafe7f9ad7f30ef563c80d0ddd2fdc8cc9b8e4f242f475e34d75 \
+    --hash=sha256:c084841b879c4d9b9fa34e5d5263994f21aea7fd9c6add29194dbb41a6210536 \
+    --hash=sha256:c48c7e150c095d5e3cea7452347ba26094be905d6099d24f9319a8b475fcd3e0 \
+    --hash=sha256:c7e5070cf3ec92d98f57574da0224f8c73faf1ddd6d8afa0b8c9f6e86997bc74 \
+    --hash=sha256:c87654e29a35938baead1c4559858f346f4a2a7588574a14d784f300ffba0efd \
+    --hash=sha256:c8ffe3431d98cc043a14e88b21288b5ec7ee12cb01260e94385887f285ef9389 \
+    --hash=sha256:c9faaebb1c6212c20afd8043cd6ed9de0a47d77f91a6b5b48f4e46ed470703fe \
+    --hash=sha256:d1454899909d63cc9199a89fcc4f81bdd9004aef577d4ffc022e600c412d57f3 \
+    --hash=sha256:d6b7d93657332c817b8d674ef6bf1ab7796b4f7ce05e420fd45bd258a72ac804 \
+    --hash=sha256:dbc4900e95a98fc0729523be9d93a8fedebb026f32ed9ffc08acd82e3e181503 \
+    --hash=sha256:e40d20ae1722d6b8ea6acf4597e789604649dcd9c295eb7361a28225bc2e9e12 \
+    --hash=sha256:e4836c5645f40fbdc275e5670819bde5ab5f2e882290d304e3c6ddab1576a6d0 \
+    --hash=sha256:e4ab69fa37f8090f2d971a5d2bc606c7401170dbdae083c393d6cbf439cb45b8 \
+    --hash=sha256:ef7699b7a5a244b1119f85c5bbc13f152cd38240cbb2baa19b769433bae98e50 \
+    --hash=sha256:f0c8fe5aeadd8a0e5b0598f8a6ee3533135ca50fd3f20f130f9d72baf5c6ac58 \
+    --hash=sha256:f2cb63c49bc96847c3bb8dca350970e4dcd19936f391cfdfd057dcb37c4fa97e \
+    --hash=sha256:f4d4efb218264ecf0f8516196c9e2d1a0679d9fb3bb15df1155a35220062eba8 \
+    --hash=sha256:f683dcd49e2494a7535e30f779aa1ad6e3732a019d80abe1309ea91ccd3230e3 \
+    --hash=sha256:f83c971eb9d2358b6a18da51dc0ae00556ac7c73104dde16e9e14c15aaf685ca \
+    --hash=sha256:f8df32a99cc46eb0ee90afd9ada113ae2cafe7e8d673686cf03ec53e49635439 \
+    --hash=sha256:ff1fb2dfef035549565a4124998fadcb7a3d4957131ddf004a56edeb029626b3
+    # via
+    #   -r requirements.in
+    #   mypy
 marginaleffects==0.1.4 \
     --hash=sha256:e9489d8604202b883fb158dde0d66eb890aa36ff3ba5305659a9db7db7ef897b \
     --hash=sha256:fbd615d9c95888ec98c3caf6a2492bb6c56184257925398d2223719ccfb30760
@@ -961,62 +1026,62 @@ markupsafe==3.0.3 \
     # via
     #   -r requirements.in
     #   jinja2
-matplotlib==3.10.7 \
-    --hash=sha256:07124afcf7a6504eafcb8ce94091c5898bbdd351519a1beb5c45f7a38c67e77f \
-    --hash=sha256:09d7945a70ea43bf9248f4b6582734c2fe726723204a76eca233f24cffc7ef67 \
-    --hash=sha256:0d8c32b7ea6fb80b1aeff5a2ceb3fb9778e2759e899d9beff75584714afcc5ee \
-    --hash=sha256:11ae579ac83cdf3fb72573bb89f70e0534de05266728740d478f0f818983c695 \
-    --hash=sha256:15112bcbaef211bd663fa935ec33313b948e214454d949b723998a43357b17b0 \
-    --hash=sha256:1d9d3713a237970569156cfb4de7533b7c4eacdd61789726f444f96a0d28f57f \
-    --hash=sha256:1e4bbad66c177a8fdfa53972e5ef8be72a5f27e6a607cec0d8579abd0f3102b1 \
-    --hash=sha256:2222c7ba2cbde7fe63032769f6eb7e83ab3227f47d997a8453377709b7fe3a5a \
-    --hash=sha256:22df30ffaa89f6643206cf13877191c63a50e8f800b038bc39bee9d2d4957632 \
-    --hash=sha256:31963603041634ce1a96053047b40961f7a29eb8f9a62e80cc2c0427aa1d22a2 \
-    --hash=sha256:37a1fea41153dd6ee061d21ab69c9cf2cf543160b1b85d89cd3d2e2a7902ca4c \
-    --hash=sha256:3886e47f64611046bc1db523a09dd0a0a6bed6081e6f90e13806dd1d1d1b5e91 \
-    --hash=sha256:4645fc5d9d20ffa3a39361fcdbcec731382763b623b72627806bf251b6388866 \
-    --hash=sha256:4a11c2e9e72e7de09b7b72e62f3df23317c888299c875e2b778abf1eda8c0a42 \
-    --hash=sha256:4a74f79fafb2e177f240579bc83f0b60f82cc47d2f1d260f422a0627207008ca \
-    --hash=sha256:4c14b6acd16cddc3569a2d515cfdd81c7a68ac5639b76548cfc1a9e48b20eb65 \
-    --hash=sha256:53b492410a6cd66c7a471de6c924f6ede976e963c0f3097a3b7abfadddc67d0a \
-    --hash=sha256:53cc80662dd197ece414dd5b66e07370201515a3eaf52e7c518c68c16814773b \
-    --hash=sha256:5c09cf8f2793f81368f49f118b6f9f937456362bee282eac575cca7f84cda537 \
-    --hash=sha256:5e38c2d581d62ee729a6e144c47a71b3f42fb4187508dbbf4fe71d5612c3433b \
-    --hash=sha256:5f3f6d315dcc176ba7ca6e74c7768fb7e4cf566c49cb143f6bc257b62e634ed8 \
-    --hash=sha256:6516ce375109c60ceec579e699524e9d504cd7578506f01150f7a6bc174a775e \
-    --hash=sha256:667ecd5d8d37813a845053d8f5bf110b534c3c9f30e69ebd25d4701385935a6d \
-    --hash=sha256:6f1851eab59ca082c95df5a500106bad73672645625e04538b3ad0f69471ffcc \
-    --hash=sha256:702590829c30aada1e8cef0568ddbffa77ca747b4d6e36c6d173f66e301f89cc \
-    --hash=sha256:7146d64f561498764561e9cd0ed64fcf582e570fc519e6f521e2d0cfd43365e1 \
-    --hash=sha256:744991e0cc863dd669c8dc9136ca4e6e0082be2070b9d793cbd64bec872a6815 \
-    --hash=sha256:786656bb13c237bbcebcd402f65f44dd61ead60ee3deb045af429d889c8dbc67 \
-    --hash=sha256:7a0edb7209e21840e8361e91ea84ea676658aa93edd5f8762793dec77a4a6748 \
-    --hash=sha256:7ac81eee3b7c266dd92cee1cd658407b16c57eed08c7421fa354ed68234de380 \
-    --hash=sha256:90ad854c0a435da3104c01e2c6f0028d7e719b690998a2333d7218db80950722 \
-    --hash=sha256:9257be2f2a03415f9105c486d304a321168e61ad450f6153d77c69504ad764bb \
-    --hash=sha256:932c55d1fa7af4423422cb6a492a31cbcbdbe68fd1a9a3f545aa5e7a143b5355 \
-    --hash=sha256:a06ba7e2a2ef9131c79c49e63dad355d2d878413a0376c1727c8b9335ff731c7 \
-    --hash=sha256:aebed7b50aa6ac698c90f60f854b47e48cd2252b30510e7a1feddaf5a3f72cbf \
-    --hash=sha256:b172db79759f5f9bc13ef1c3ef8b9ee7b37b0247f987fbbbdaa15e4f87fd46a9 \
-    --hash=sha256:b3c4ea4948d93c9c29dc01c0c23eef66f2101bf75158c291b88de6525c55c3d1 \
-    --hash=sha256:b498e9e4022f93de2d5a37615200ca01297ceebbb56fe4c833f46862a490f9e3 \
-    --hash=sha256:b4d41379b05528091f00e1728004f9a8d7191260f3862178b88e8fd770206318 \
-    --hash=sha256:b69676845a0a66f9da30e87f48be36734d6748024b525ec4710be40194282c84 \
-    --hash=sha256:c17398b709a6cce3d9fdb1595c33e356d91c098cd9486cb2cc21ea2ea418e715 \
-    --hash=sha256:c380371d3c23e0eadf8ebff114445b9f970aff2010198d498d4ab4c3b41eea4f \
-    --hash=sha256:cb783436e47fcf82064baca52ce748af71725d0352e1d31564cbe9c95df92b9c \
-    --hash=sha256:cc1c51b846aca49a5a8b44fbba6a92d583a35c64590ad9e1e950dc88940a4297 \
-    --hash=sha256:d0b181e9fa8daf1d9f2d4c547527b167cb8838fc587deabca7b5c01f97199e84 \
-    --hash=sha256:d2a959c640cdeecdd2ec3136e8ea0441da59bcaf58d67e9c590740addba2cb68 \
-    --hash=sha256:d5f256d49fea31f40f166a5e3131235a5d2f4b7f44520b1cf0baf1ce568ccff0 \
-    --hash=sha256:d883460c43e8c6b173fef244a2341f7f7c0e9725c7fe68306e8e44ed9c8fb100 \
-    --hash=sha256:d8eb7194b084b12feb19142262165832fc6ee879b945491d1c3d4660748020c4 \
-    --hash=sha256:d9749313deb729f08207718d29c86246beb2ea3fdba753595b55901dee5d2fd6 \
-    --hash=sha256:de66744b2bb88d5cd27e80dfc2ec9f0517d0a46d204ff98fe9e5f2864eb67657 \
-    --hash=sha256:e91f61a064c92c307c5a9dc8c05dc9f8a68f0a3be199d9a002a0622e13f874a1 \
-    --hash=sha256:f19410b486fdd139885ace124e57f938c1e6a3210ea13dd29cab58f5d4bc12c7 \
-    --hash=sha256:f79d5de970fc90cd5591f60053aecfce1fcd736e0303d9f0bf86be649fa68fb8 \
-    --hash=sha256:fba2974df0bf8ce3c995fa84b79cde38326e0f7b5409e7a3a481c1141340bcf7
+matplotlib==3.10.8 \
+    --hash=sha256:00270d217d6b20d14b584c521f810d60c5c78406dc289859776550df837dcda7 \
+    --hash=sha256:0a33deb84c15ede243aead39f77e990469fff93ad1521163305095b77b72ce4a \
+    --hash=sha256:113bb52413ea508ce954a02c10ffd0d565f9c3bc7f2eddc27dfe1731e71c7b5f \
+    --hash=sha256:12d90df9183093fcd479f4172ac26b322b1248b15729cb57f42f71f24c7e37a3 \
+    --hash=sha256:15d30132718972c2c074cd14638c7f4592bd98719e2308bccea40e0538bc0cb5 \
+    --hash=sha256:18821ace09c763ec93aef5eeff087ee493a24051936d7b9ebcad9662f66501f9 \
+    --hash=sha256:1ae029229a57cd1e8fe542485f27e7ca7b23aa9e8944ddb4985d0bc444f1eca2 \
+    --hash=sha256:2299372c19d56bcd35cf05a2738308758d32b9eaed2371898d8f5bd33f084aa3 \
+    --hash=sha256:238b7ce5717600615c895050239ec955d91f321c209dd110db988500558e70d6 \
+    --hash=sha256:24d50994d8c5816ddc35411e50a86ab05f575e2530c02752e02538122613371f \
+    --hash=sha256:25d380fe8b1dc32cf8f0b1b448470a77afb195438bafdf1d858bfb876f3edf7b \
+    --hash=sha256:2c1998e92cd5999e295a731bcb2911c75f597d937341f3030cc24ef2733d78a8 \
+    --hash=sha256:2cf5bd12cecf46908f286d7838b2abc6c91cda506c0445b8223a7c19a00df008 \
+    --hash=sha256:32f8dce744be5569bebe789e46727946041199030db8aeb2954d26013a0eb26b \
+    --hash=sha256:37b3c1cc42aa184b3f738cfa18c1c1d72fd496d85467a6cf7b807936d39aa656 \
+    --hash=sha256:3a48a78d2786784cc2413e57397981fb45c79e968d99656706018d6e62e57958 \
+    --hash=sha256:3ab4aabc72de4ff77b3ec33a6d78a68227bf1123465887f9905ba79184a1cc04 \
+    --hash=sha256:3c624e43ed56313651bc18a47f838b60d7b8032ed348911c54906b130b20071b \
+    --hash=sha256:3f2e409836d7f5ac2f1c013110a4d50b9f7edc26328c108915f9075d7d7a91b6 \
+    --hash=sha256:3f5c3e4da343bba819f0234186b9004faba952cc420fbc522dc4e103c1985908 \
+    --hash=sha256:41703cc95688f2516b480f7f339d8851a6035f18e100ee6a32bc0b8536a12a9c \
+    --hash=sha256:495672de149445ec1b772ff2c9ede9b769e3cb4f0d0aa7fa730d7f59e2d4e1c1 \
+    --hash=sha256:4cf267add95b1c88300d96ca837833d4112756045364f5c734a2276038dae27d \
+    --hash=sha256:56271f3dac49a88d7fca5060f004d9d22b865f743a12a23b1e937a0be4818ee1 \
+    --hash=sha256:595ba4d8fe983b88f0eec8c26a241e16d6376fe1979086232f481f8f3f67494c \
+    --hash=sha256:5f62550b9a30afde8c1c3ae450e5eb547d579dd69b25c2fc7a1c67f934c1717a \
+    --hash=sha256:646d95230efb9ca614a7a594d4fcacde0ac61d25e37dd51710b36477594963ce \
+    --hash=sha256:64fcc24778ca0404ce0cb7b6b77ae1f4c7231cdd60e6778f999ee05cbd581b9a \
+    --hash=sha256:6be43b667360fef5c754dda5d25a32e6307a03c204f3c0fc5468b78fa87b4160 \
+    --hash=sha256:6da7c2ce169267d0d066adcf63758f0604aa6c3eebf67458930f9d9b79ad1db1 \
+    --hash=sha256:83d282364ea9f3e52363da262ce32a09dfe241e4080dcedda3c0db059d3c1f11 \
+    --hash=sha256:9153c3292705be9f9c64498a8872118540c3f4123d1a1c840172edf262c8be4a \
+    --hash=sha256:99eefd13c0dc3b3c1b4d561c1169e65fe47aab7b8158754d7c084088e2329466 \
+    --hash=sha256:a0a7f52498f72f13d4a25ea70f35f4cb60642b466cbb0a9be951b5bc3f45a486 \
+    --hash=sha256:a2b336e2d91a3d7006864e0990c83b216fcdca64b5a6484912902cef87313d78 \
+    --hash=sha256:a48f2b74020919552ea25d222d5cc6af9ca3f4eb43a93e14d068457f545c2a17 \
+    --hash=sha256:ad3d9833a64cf48cc4300f2b406c3d0f4f4724a91c0bd5640678a6ba7c102077 \
+    --hash=sha256:b44d07310e404ba95f8c25aa5536f154c0a8ec473303535949e52eb71d0a1565 \
+    --hash=sha256:b53285e65d4fa4c86399979e956235deb900be5baa7fc1218ea67fbfaeaadd6f \
+    --hash=sha256:b5a2b97dbdc7d4f353ebf343744f1d1f1cca8aa8bfddb4262fcf4306c3761d50 \
+    --hash=sha256:b9a5ca4ac220a0cdd1ba6bcba3608547117d30468fefce49bb26f55c1a3d5c58 \
+    --hash=sha256:bab485bcf8b1c7d2060b4fcb6fc368a9e6f4cd754c9c2fea281f4be21df394a2 \
+    --hash=sha256:c108a1d6fa78a50646029cb6d49808ff0fc1330fda87fa6f6250c6b5369b6645 \
+    --hash=sha256:d56a1efd5bfd61486c8bc968fa18734464556f0fb8e51690f4ac25d85cbbbbc2 \
+    --hash=sha256:d9050fee89a89ed57b4fb2c1bfac9a3d0c57a0d55aed95949eedbc42070fea39 \
+    --hash=sha256:dd80ecb295460a5d9d260df63c43f4afbdd832d725a531f008dad1664f458adf \
+    --hash=sha256:e8ea3e2d4066083e264e75c829078f9e149fa119d27e19acd503de65e0b13149 \
+    --hash=sha256:eb3823f11823deade26ce3b9f40dcb4a213da7a670013929f31d5f5ed1055b22 \
+    --hash=sha256:ee40c27c795bda6a5292e9cff9890189d32f7e3a0bf04e0e3c9430c4a00c37df \
+    --hash=sha256:efb30e3baaea72ce5928e32bab719ab4770099079d66726a62b11b1ef7273be4 \
+    --hash=sha256:f254d118d14a7f99d616271d6c3c27922c092dac11112670b157798b89bf4933 \
+    --hash=sha256:f89c151aab2e2e23cb3fe0acad1e8b82841fd265379c4cecd0f3fcb34c15e0f6 \
+    --hash=sha256:f97aeb209c3d2511443f8797e3e5a569aebb040d4f8bc79aa3ee78a8fb9e3dd8 \
+    --hash=sha256:f9b587c9c7274c1613a30afabf65a272114cd6cdbe67b3406f818c79d7ab2e2a \
+    --hash=sha256:fb061f596dad3a0f52b60dc6a5dec4a0c300dec41e058a7efe09256188d170b7
     # via
     #   -r requirements.in
     #   plotnine
@@ -1030,8 +1095,8 @@ mock==5.2.0 \
     --hash=sha256:4e460e818629b4b173f32d08bf30d3af8123afbb8e04bb5707a1fd4799e503f0 \
     --hash=sha256:7ba87f72ca0e915175596069dbbcc7c75af7b5e9b9bc107ad6349ede0819982f
     # via -r requirements.in
-mozilla-metric-config-parser==2025.8.1 \
-    --hash=sha256:659ec7ea9ab039557a821c5d012ab30e55b49608afc1216ecea7fa093bf7df09
+mozilla-metric-config-parser==2025.12.1 \
+    --hash=sha256:0998e40963060928ce96921b8f52d30fb1300c465c04eb0d1d2725d4a416a544
     # via -r requirements.in
 mozilla-nimbus-schemas==3001.0.0 \
     --hash=sha256:25b89f8ce1e547b383e067023027b84bdbd01cc32b0375dcc5446df737ded533 \
@@ -1039,45 +1104,45 @@ mozilla-nimbus-schemas==3001.0.0 \
     # via
     #   -r requirements.in
     #   mozilla-metric-config-parser
-mypy==1.18.2 \
-    --hash=sha256:01199871b6110a2ce984bde85acd481232d17413868c9807e95c1b0739a58914 \
-    --hash=sha256:030c52d0ea8144e721e49b1f68391e39553d7451f0c3f8a7565b59e19fcb608b \
-    --hash=sha256:06a398102a5f203d7477b2923dda3634c36727fa5c237d8f859ef90c42a9924b \
-    --hash=sha256:07b8b0f580ca6d289e69209ec9d3911b4a26e5abfde32228a288eb79df129fcc \
-    --hash=sha256:0e2785a84b34a72ba55fb5daf079a1003a34c05b22238da94fcae2bbe46f3544 \
-    --hash=sha256:1331eb7fd110d60c24999893320967594ff84c38ac6d19e0a76c5fd809a84c86 \
-    --hash=sha256:1379451880512ffce14505493bd9fe469e0697543717298242574882cf8cdb8d \
-    --hash=sha256:20c02215a080e3a2be3aa50506c67242df1c151eaba0dcbc1e4e557922a26075 \
-    --hash=sha256:22a1748707dd62b58d2ae53562ffc4d7f8bcc727e8ac7cbc69c053ddc874d47e \
-    --hash=sha256:22f27105f1525ec024b5c630c0b9f36d5c1cc4d447d61fe51ff4bd60633f47ac \
-    --hash=sha256:25a9c8fb67b00599f839cf472713f54249a62efd53a54b565eb61956a7e3296b \
-    --hash=sha256:33eca32dd124b29400c31d7cf784e795b050ace0e1f91b8dc035672725617e34 \
-    --hash=sha256:3ca30b50a51e7ba93b00422e486cbb124f1c56a535e20eff7b2d6ab72b3b2e37 \
-    --hash=sha256:448acd386266989ef11662ce3c8011fd2a7b632e0ec7d61a98edd8e27472225b \
-    --hash=sha256:592ec214750bc00741af1f80cbf96b5013d81486b7bb24cb052382c19e40b428 \
-    --hash=sha256:5d6c838e831a062f5f29d11c9057c6009f60cb294fea33a98422688181fe2893 \
-    --hash=sha256:62f0e1e988ad41c2a110edde6c398383a889d95b36b3e60bcf155f5164c4fdce \
-    --hash=sha256:664dc726e67fa54e14536f6e1224bcfce1d9e5ac02426d2326e2bb4e081d1ce8 \
-    --hash=sha256:6ca1e64b24a700ab5ce10133f7ccd956a04715463d30498e64ea8715236f9c9c \
-    --hash=sha256:749b5f83198f1ca64345603118a6f01a4e99ad4bf9d103ddc5a3200cc4614adf \
-    --hash=sha256:776bb00de1778caf4db739c6e83919c1d85a448f71979b6a0edd774ea8399341 \
-    --hash=sha256:7a780ca61fc239e4865968ebc5240bb3bf610ef59ac398de9a7421b54e4a207e \
-    --hash=sha256:7ab28cc197f1dd77a67e1c6f35cd1f8e8b73ed2217e4fc005f9e6a504e46e7ba \
-    --hash=sha256:7fb95f97199ea11769ebe3638c29b550b5221e997c63b14ef93d2e971606ebed \
-    --hash=sha256:807d9315ab9d464125aa9fcf6d84fde6e1dc67da0b6f80e7405506b8ac72bc7f \
-    --hash=sha256:8795a039bab805ff0c1dfdb8cd3344642c2b99b8e439d057aba30850b8d3423d \
-    --hash=sha256:a2afc0fa0b0e91b4599ddfe0f91e2c26c2b5a5ab263737e998d6817874c5f7c8 \
-    --hash=sha256:a3c47adf30d65e89b2dcd2fa32f3aeb5e94ca970d2c15fcb25e297871c8e4764 \
-    --hash=sha256:a431a6f1ef14cf8c144c6b14793a23ec4eae3db28277c358136e79d7d062f62d \
-    --hash=sha256:aa5e07ac1a60a253445797e42b8b2963c9675563a94f11291ab40718b016a7a0 \
-    --hash=sha256:c1eab0cf6294dafe397c261a75f96dc2c31bffe3b944faa24db5def4e2b0f77c \
-    --hash=sha256:c2b9c7e284ee20e7598d6f42e13ca40b4928e6957ed6813d1ab6348aa3f47133 \
-    --hash=sha256:c3ad2afadd1e9fea5cf99a45a822346971ede8685cc581ed9cd4d42eaf940986 \
-    --hash=sha256:d6985ed057513e344e43a26cc1cd815c7a94602fb6a3130a34798625bc2f07b6 \
-    --hash=sha256:d8068d0afe682c7c4897c0f7ce84ea77f6de953262b12d07038f4d296d547074 \
-    --hash=sha256:d924eef3795cc89fecf6bedc6ed32b33ac13e8321344f6ddbf8ee89f706c05cb \
-    --hash=sha256:ed4482847168439651d3feee5833ccedbf6657e964572706a2adb1f7fa4dfe2e \
-    --hash=sha256:f9e171c465ad3901dc652643ee4bffa8e9fef4d7d0eece23b428908c77a76a66
+mypy==1.19.1 \
+    --hash=sha256:016f2246209095e8eda7538944daa1d60e1e8134d98983b9fc1e92c1fc0cb8dd \
+    --hash=sha256:022ea7279374af1a5d78dfcab853fe6a536eebfda4b59deab53cd21f6cd9f00b \
+    --hash=sha256:06e6170bd5836770e8104c8fdd58e5e725cfeb309f0a6c681a811f557e97eac1 \
+    --hash=sha256:19d88bb05303fe63f71dd2c6270daca27cb9401c4ca8255fe50d1d920e0eb9ba \
+    --hash=sha256:21761006a7f497cb0d4de3d8ef4ca70532256688b0523eee02baf9eec895e27b \
+    --hash=sha256:28902ee51f12e0f19e1e16fbe2f8f06b6637f482c459dd393efddd0ec7f82045 \
+    --hash=sha256:2899753e2f61e571b3971747e302d5f420c3fd09650e1951e99f823bc3089dac \
+    --hash=sha256:2abb24cf3f17864770d18d673c85235ba52456b36a06b6afc1e07c1fdcd3d0e6 \
+    --hash=sha256:34c81968774648ab5ac09c29a375fdede03ba253f8f8287847bd480782f73a6a \
+    --hash=sha256:409088884802d511ee52ca067707b90c883426bd95514e8cfda8281dc2effe24 \
+    --hash=sha256:481daf36a4c443332e2ae9c137dfee878fcea781a2e3f895d54bd3002a900957 \
+    --hash=sha256:4b84a7a18f41e167f7995200a1d07a4a6810e89d29859df936f1c3923d263042 \
+    --hash=sha256:4f28f99c824ecebcdaa2e55d82953e38ff60ee5ec938476796636b86afa3956e \
+    --hash=sha256:5f05aa3d375b385734388e844bc01733bd33c644ab48e9684faa54e5389775ec \
+    --hash=sha256:7bcfc336a03a1aaa26dfce9fff3e287a3ba99872a157561cbfcebe67c13308e3 \
+    --hash=sha256:804bd67b8054a85447c8954215a906d6eff9cabeabe493fb6334b24f4bfff718 \
+    --hash=sha256:8bb5c6f6d043655e055be9b542aa5f3bdd30e4f3589163e85f93f3640060509f \
+    --hash=sha256:a009ffa5a621762d0c926a078c2d639104becab69e79538a494bcccb62cc0331 \
+    --hash=sha256:a8174a03289288c1f6c46d55cef02379b478bfbc8e358e02047487cad44c6ca1 \
+    --hash=sha256:ab43590f9cd5108f41aacf9fca31841142c786827a74ab7cc8a2eacb634e09a1 \
+    --hash=sha256:b10e7c2cd7870ba4ad9b2d8a6102eb5ffc1f16ca35e3de6bfa390c1113029d13 \
+    --hash=sha256:b13cfdd6c87fc3efb69ea4ec18ef79c74c3f98b4e5498ca9b85ab3b2c2329a67 \
+    --hash=sha256:b64d987153888790bcdb03a6473d321820597ab8dd9243b27a92153c4fa50fd2 \
+    --hash=sha256:b7951a701c07ea584c4fe327834b92a30825514c868b1f69c30445093fdd9d5a \
+    --hash=sha256:bdb12f69bcc02700c2b47e070238f42cb87f18c0bc1fc4cdb4fb2bc5fd7a3b8b \
+    --hash=sha256:c35d298c2c4bba75feb2195655dfea8124d855dfd7343bf8b8c055421eaf0cf8 \
+    --hash=sha256:c608937067d2fc5a4dd1a5ce92fd9e1398691b8c5d012d66e1ddd430e9244376 \
+    --hash=sha256:c9a6538e0415310aad77cb94004ca6482330fece18036b5f360b62c45814c4ef \
+    --hash=sha256:d8dfc6ab58ca7dda47d9237349157500468e404b17213d44fc1cb77bce532288 \
+    --hash=sha256:da4869fc5e7f62a88f3fe0b5c919d1d9f7ea3cef92d3689de2823fd27e40aa75 \
+    --hash=sha256:de759aafbae8763283b2ee5869c7255391fbc4de3ff171f8f030b5ec48381b74 \
+    --hash=sha256:e3157c7594ff2ef1634ee058aafc56a82db665c9438fd41b390f3bde1ab12250 \
+    --hash=sha256:e3f276d8493c3c97930e354b2595a44a21348b320d859fb4a2b9f66da9ed27ab \
+    --hash=sha256:ee4c11e460685c3e0c64a4c5de82ae143622410950d6be863303a1c4ba0e36d6 \
+    --hash=sha256:f1235f5ea01b7db5468d53ece6aaddf1ad0b88d9e7462b86ef96fe04995d7247 \
+    --hash=sha256:f7cee03c9a2e2ee26ec07479f38ea9c884e301d42c6d43a19d20fb014e3ba925 \
+    --hash=sha256:f859fb09d9583a985be9a493d5cfc5515b56b08f7447759a0c5deaf68d80506e \
+    --hash=sha256:ffcebe56eb09ff0c0885e750036a095e23793ba6c2e894e7e63f6d89ad51f22e
     # via -r requirements.in
 mypy-extensions==1.1.0 \
     --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \
@@ -1085,9 +1150,9 @@ mypy-extensions==1.1.0 \
     # via
     #   -r requirements.in
     #   mypy
-narwhals==2.10.1 \
-    --hash=sha256:d6e3a9b1c0904a82984dec58a3d12b3bc08e9d61bbee639e7bb05349e663d036 \
-    --hash=sha256:eed3d9ec8f821963456fef306c1ad11017995982169fca1f38f71c97d6a97b9b
+narwhals==2.15.0 \
+    --hash=sha256:a9585975b99d95084268445a1fdd881311fa26ef1caa18020d959d5b2ff9a965 \
+    --hash=sha256:cbfe21ca19d260d9fd67f995ec75c44592d1f106933b03ddd375df7ac841f9d6
     # via
     #   -r requirements.in
     #   formulaic
@@ -1238,13 +1303,13 @@ pandas==2.3.3 \
     #   mizani
     #   plotnine
     #   statsmodels
-pandas-stubs==2.3.2.250926 \
-    --hash=sha256:81121818453dcfe00f45c852f4dceee043640b813830f6e7bd084a4ef7ff7270 \
-    --hash=sha256:c64b9932760ceefb96a3222b953e6a251321a9832a28548be6506df473a66406
+pandas-stubs==2.3.3.251219 \
+    --hash=sha256:ccc6337febb51d6d8a08e4c96b479478a0da0ef704b5e08bd212423fe1cb549c \
+    --hash=sha256:dc2883e6daff49d380d1b5a2e864983ab9be8cd9a661fa861e3dea37559a5af4
     # via -r requirements.in
-pathspec==0.12.1 \
-    --hash=sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08 \
-    --hash=sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712
+pathspec==1.0.2 \
+    --hash=sha256:62f8558917908d237d399b9b338ef455a814801a4688bc41074b25feefd93472 \
+    --hash=sha256:fa32b1eb775ed9ba8d599b22c5f906dc098113989da2c00bf8b210078ca7fb92
     # via
     #   -r requirements.in
     #   mypy
@@ -1255,104 +1320,104 @@ patsy==1.0.2 \
     #   -r requirements.in
     #   marginaleffects
     #   statsmodels
-pillow==12.0.0 \
-    --hash=sha256:0869154a2d0546545cde61d1789a6524319fc1897d9ee31218eae7a60ccc5643 \
-    --hash=sha256:09f2d0abef9e4e2f349305a4f8cc784a8a6c2f58a8c4892eea13b10a943bd26e \
-    --hash=sha256:0b817e7035ea7f6b942c13aa03bb554fc44fea70838ea21f8eb31c638326584e \
-    --hash=sha256:0fd00cac9c03256c8b2ff58f162ebcd2587ad3e1f2e397eab718c47e24d231cc \
-    --hash=sha256:110486b79f2d112cf6add83b28b627e369219388f64ef2f960fef9ebaf54c642 \
-    --hash=sha256:1979f4566bb96c1e50a62d9831e2ea2d1211761e5662afc545fa766f996632f6 \
-    --hash=sha256:1ac11e8ea4f611c3c0147424eae514028b5e9077dd99ab91e1bd7bc33ff145e1 \
-    --hash=sha256:1b1b133e6e16105f524a8dec491e0586d072948ce15c9b914e41cdadd209052b \
-    --hash=sha256:1ee80a59f6ce048ae13cda1abf7fbd2a34ab9ee7d401c46be3ca685d1999a399 \
-    --hash=sha256:21f241bdd5080a15bc86d3466a9f6074a9c2c2b314100dd896ac81ee6db2f1ba \
-    --hash=sha256:266cd5f2b63ff316d5a1bba46268e603c9caf5606d44f38c2873c380950576ad \
-    --hash=sha256:26d9f7d2b604cd23aba3e9faf795787456ac25634d82cd060556998e39c6fa47 \
-    --hash=sha256:27f95b12453d165099c84f8a8bfdfd46b9e4bda9e0e4b65f0635430027f55739 \
-    --hash=sha256:2c54c1a783d6d60595d3514f0efe9b37c8808746a66920315bfd34a938d7994b \
-    --hash=sha256:2fa5f0b6716fc88f11380b88b31fe591a06c6315e955c096c35715788b339e3f \
-    --hash=sha256:32ed80ea8a90ee3e6fa08c21e2e091bba6eda8eccc83dbc34c95169507a91f10 \
-    --hash=sha256:3830c769decf88f1289680a59d4f4c46c72573446352e2befec9a8512104fa52 \
-    --hash=sha256:38df9b4bfd3db902c9c2bd369bcacaf9d935b2fff73709429d95cc41554f7b3d \
-    --hash=sha256:3adfb466bbc544b926d50fe8f4a4e6abd8c6bffd28a26177594e6e9b2b76572b \
-    --hash=sha256:3e42edad50b6909089750e65c91aa09aaf1e0a71310d383f11321b27c224ed8a \
-    --hash=sha256:4078242472387600b2ce8d93ade8899c12bf33fa89e55ec89fe126e9d6d5d9e9 \
-    --hash=sha256:455247ac8a4cfb7b9bc45b7e432d10421aea9fc2e74d285ba4072688a74c2e9d \
-    --hash=sha256:4cc6b3b2efff105c6a1656cfe59da4fdde2cda9af1c5e0b58529b24525d0a098 \
-    --hash=sha256:4cf7fed4b4580601c4345ceb5d4cbf5a980d030fd5ad07c4d2ec589f95f09905 \
-    --hash=sha256:5193fde9a5f23c331ea26d0cf171fbf67e3f247585f50c08b3e205c7aeb4589b \
-    --hash=sha256:5269cc1caeedb67e6f7269a42014f381f45e2e7cd42d834ede3c703a1d915fe3 \
-    --hash=sha256:53561a4ddc36facb432fae7a9d8afbfaf94795414f5cdc5fc52f28c1dca90371 \
-    --hash=sha256:55f818bd74fe2f11d4d7cbc65880a843c4075e0ac7226bc1a23261dbea531953 \
-    --hash=sha256:58eea5ebe51504057dd95c5b77d21700b77615ab0243d8152793dc00eb4faf01 \
-    --hash=sha256:5d5c411a8eaa2299322b647cd932586b1427367fd3184ffbb8f7a219ea2041ca \
-    --hash=sha256:6846bd2d116ff42cba6b646edf5bf61d37e5cbd256425fa089fee4ff5c07a99e \
-    --hash=sha256:6ace95230bfb7cd79ef66caa064bbe2f2a1e63d93471c3a2e1f1348d9f22d6b7 \
-    --hash=sha256:6e51b71417049ad6ab14c49608b4a24d8fb3fe605e5dfabfe523b58064dc3d27 \
-    --hash=sha256:71db6b4c1653045dacc1585c1b0d184004f0d7e694c7b34ac165ca70c0838082 \
-    --hash=sha256:7438839e9e053ef79f7112c881cef684013855016f928b168b81ed5835f3e75e \
-    --hash=sha256:759de84a33be3b178a64c8ba28ad5c135900359e85fb662bc6e403ad4407791d \
-    --hash=sha256:792a2c0be4dcc18af9d4a2dfd8a11a17d5e25274a1062b0ec1c2d79c76f3e7f8 \
-    --hash=sha256:7d87ef5795da03d742bf49439f9ca4d027cde49c82c5371ba52464aee266699a \
-    --hash=sha256:7dfb439562f234f7d57b1ac6bc8fe7f838a4bd49c79230e0f6a1da93e82f1fad \
-    --hash=sha256:7fa22993bac7b77b78cae22bad1e2a987ddf0d9015c63358032f84a53f23cdc3 \
-    --hash=sha256:805ebf596939e48dbb2e4922a1d3852cfc25c38160751ce02da93058b48d252a \
-    --hash=sha256:82240051c6ca513c616f7f9da06e871f61bfd7805f566275841af15015b8f98d \
-    --hash=sha256:87d4f8125c9988bfbed67af47dd7a953e2fc7b0cc1e7800ec6d2080d490bb353 \
-    --hash=sha256:8d8ca2b210ada074d57fcee40c30446c9562e542fc46aedc19baf758a93532ee \
-    --hash=sha256:8dc232e39d409036af549c86f24aed8273a40ffa459981146829a324e0848b4b \
-    --hash=sha256:90387104ee8400a7b4598253b4c406f8958f59fcf983a6cea2b50d59f7d63d0b \
-    --hash=sha256:905b0365b210c73afb0ebe9101a32572152dfd1c144c7e28968a331b9217b94a \
-    --hash=sha256:99353a06902c2e43b43e8ff74ee65a7d90307d82370604746738a1e0661ccca7 \
-    --hash=sha256:99a7f72fb6249302aa62245680754862a44179b545ded638cf1fef59befb57ef \
-    --hash=sha256:9f0b04c6b8584c2c193babcccc908b38ed29524b29dd464bc8801bf10d746a3a \
-    --hash=sha256:9fe611163f6303d1619bbcb653540a4d60f9e55e622d60a3108be0d5b441017a \
-    --hash=sha256:a3475b96f5908b3b16c47533daaa87380c491357d197564e0ba34ae75c0f3257 \
-    --hash=sha256:a6597ff2b61d121172f5844b53f21467f7082f5fb385a9a29c01414463f93b07 \
-    --hash=sha256:a7921c5a6d31b3d756ec980f2f47c0cfdbce0fc48c22a39347a895f41f4a6ea4 \
-    --hash=sha256:aa5129de4e174daccbc59d0a3b6d20eaf24417d59851c07ebb37aeb02947987c \
-    --hash=sha256:aeaefa96c768fc66818730b952a862235d68825c178f1b3ffd4efd7ad2edcb7c \
-    --hash=sha256:afbefa430092f71a9593a99ab6a4e7538bc9eabbf7bf94f91510d3503943edc4 \
-    --hash=sha256:aff9e4d82d082ff9513bdd6acd4f5bd359f5b2c870907d2b0a9c5e10d40c88fe \
-    --hash=sha256:b22bd8c974942477156be55a768f7aa37c46904c175be4e158b6a86e3a6b7ca8 \
-    --hash=sha256:b290fd8aa38422444d4b50d579de197557f182ef1068b75f5aa8558638b8d0a5 \
-    --hash=sha256:b2e4b27a6e15b04832fe9bf292b94b5ca156016bbc1ea9c2c20098a0320d6cf6 \
-    --hash=sha256:b583dc9070312190192631373c6c8ed277254aa6e6084b74bdd0a6d3b221608e \
-    --hash=sha256:b87843e225e74576437fd5b6a4c2205d422754f84a06942cfaf1dc32243e45a8 \
-    --hash=sha256:bc91a56697869546d1b8f0a3ff35224557ae7f881050e99f615e0119bf934b4e \
-    --hash=sha256:bd87e140e45399c818fac4247880b9ce719e4783d767e030a883a970be632275 \
-    --hash=sha256:bde737cff1a975b70652b62d626f7785e0480918dece11e8fef3c0cf057351c3 \
-    --hash=sha256:bdee52571a343d721fb2eb3b090a82d959ff37fc631e3f70422e0c2e029f3e76 \
-    --hash=sha256:bee2a6db3a7242ea309aa7ee8e2780726fed67ff4e5b40169f2c940e7eb09227 \
-    --hash=sha256:beeae3f27f62308f1ddbcfb0690bf44b10732f2ef43758f169d5e9303165d3f9 \
-    --hash=sha256:c50f36a62a22d350c96e49ad02d0da41dbd17ddc2e29750dbdba4323f85eb4a5 \
-    --hash=sha256:c607c90ba67533e1b2355b821fef6764d1dd2cbe26b8c1005ae84f7aea25ff79 \
-    --hash=sha256:c7b2a63fd6d5246349f3d3f37b14430d73ee7e8173154461785e43036ffa96ca \
-    --hash=sha256:c828a1ae702fc712978bda0320ba1b9893d99be0badf2647f693cc01cf0f04fa \
-    --hash=sha256:c85de1136429c524e55cfa4e033b4a7940ac5c8ee4d9401cc2d1bf48154bbc7b \
-    --hash=sha256:c98fa880d695de164b4135a52fd2e9cd7b7c90a9d8ac5e9e443a24a95ef9248e \
-    --hash=sha256:cae81479f77420d217def5f54b5b9d279804d17e982e0f2fa19b1d1e14ab5197 \
-    --hash=sha256:d034140032870024e6b9892c692fe2968493790dd57208b2c37e3fb35f6df3ab \
-    --hash=sha256:d120c38a42c234dc9a8c5de7ceaaf899cf33561956acb4941653f8bdc657aa79 \
-    --hash=sha256:d4827615da15cd59784ce39d3388275ec093ae3ee8d7f0c089b76fa87af756c2 \
-    --hash=sha256:d49e2314c373f4c2b39446fb1a45ed333c850e09d0c59ac79b72eb3b95397363 \
-    --hash=sha256:d52610d51e265a51518692045e372a4c363056130d922a7351429ac9f27e70b0 \
-    --hash=sha256:d64317d2587c70324b79861babb9c09f71fbb780bad212018874b2c013d8600e \
-    --hash=sha256:d77153e14b709fd8b8af6f66a3afbb9ed6e9fc5ccf0b6b7e1ced7b036a228782 \
-    --hash=sha256:d7e091d464ac59d2c7ad8e7e08105eaf9dafbc3883fd7265ffccc2baad6ac925 \
-    --hash=sha256:dd333073e0cacdc3089525c7df7d39b211bcdf31fc2824e49d01c6b6187b07d0 \
-    --hash=sha256:e5d8efac84c9afcb40914ab49ba063d94f5dbdf5066db4482c66a992f47a3a3b \
-    --hash=sha256:f135c702ac42262573fe9714dfe99c944b4ba307af5eb507abef1667e2cbbced \
-    --hash=sha256:f13711b1a5ba512d647a0e4ba79280d3a9a045aaf7e0cc6fbe96b91d4cdf6b0c \
-    --hash=sha256:f4f1231b7dec408e8670264ce63e9c71409d9583dd21d32c163e25213ee2a344 \
-    --hash=sha256:fa3ed2a29a9e9d2d488b4da81dcb54720ac3104a20bf0bd273f1e4648aff5af9 \
-    --hash=sha256:fb3096c30df99fd01c7bf8e544f392103d0795b9f98ba71a8054bcbf56b255f1
+pillow==12.1.0 \
+    --hash=sha256:00162e9ca6d22b7c3ee8e61faa3c3253cd19b6a37f126cad04f2f88b306f557d \
+    --hash=sha256:079af2fb0c599c2ec144ba2c02766d1b55498e373b3ac64687e43849fbbef5bc \
+    --hash=sha256:0b022eaaf709541b391ee069f0022ee5b36c709df71986e3f7be312e46f42c84 \
+    --hash=sha256:0c27407a2d1b96774cbc4a7594129cc027339fd800cd081e44497722ea1179de \
+    --hash=sha256:0ddedfaa8b5f0b4ffbc2fa87b556dc59f6bb4ecb14a53b33f9189713ae8053c0 \
+    --hash=sha256:0deedf2ea233722476b3a81e8cdfbad786f7adbed5d848469fa59fe52396e4ef \
+    --hash=sha256:0ed07dca4a8464bada6139ab38f5382f83e5f111698caf3191cb8dbf27d908b4 \
+    --hash=sha256:0fde7ec5538ab5095cc02df38ee99b0443ff0e1c847a045554cf5f9af1f4aa82 \
+    --hash=sha256:15c794d74303828eaa957ff8070846d0efe8c630901a1c753fdc63850e19ecd9 \
+    --hash=sha256:1a949604f73eb07a8adab38c4fe50791f9919344398bdc8ac6b307f755fc7030 \
+    --hash=sha256:1f345e7bc9d7f368887c712aa5054558bad44d2a301ddf9248599f4161abc7c0 \
+    --hash=sha256:1fcc52d86ce7a34fd17cb04e87cfdb164648a3662a6f20565910a99653d66c18 \
+    --hash=sha256:21e686a21078b0f9cb8c8a961d99e6a4ddb88e0fc5ea6e130172ddddc2e5221a \
+    --hash=sha256:2415373395a831f53933c23ce051021e79c8cd7979822d8cc478547a3f4da8ef \
+    --hash=sha256:277518bf4fe74aa91489e1b20577473b19ee70fb97c374aa50830b279f25841b \
+    --hash=sha256:27b9baecb428899db6c0de572d6d305cfaf38ca1596b5c0542a5182e3e74e8c6 \
+    --hash=sha256:29a4cef9cb672363926f0470afc516dbf7305a14d8c54f7abbb5c199cd8f8179 \
+    --hash=sha256:3413c2ae377550f5487991d444428f1a8ae92784aac79caa8b1e3b89b175f77e \
+    --hash=sha256:351889afef0f485b84078ea40fe33727a0492b9af3904661b0abbafee0355b72 \
+    --hash=sha256:3ffaa2f0659e2f740473bcf03c702c39a8d4b2b7ffc629052028764324842c64 \
+    --hash=sha256:40a8e3b9e8773876d6e30daed22f016509e3987bab61b3b7fe309d7019a87451 \
+    --hash=sha256:414b9a78e14ffeb98128863314e62c3f24b8a86081066625700b7985b3f529bd \
+    --hash=sha256:43aca0a55ce1eefc0aefa6253661cb54571857b1a7b2964bd8a1e3ef4b729924 \
+    --hash=sha256:43b4899cfd091a9693a1278c4982f3e50f7fb7cff5153b05174b4afc9593b616 \
+    --hash=sha256:461f9dfdafa394c59cd6d818bdfdbab4028b83b02caadaff0ffd433faf4c9a7a \
+    --hash=sha256:4f9f6a650743f0ddee5593ac9e954ba1bdbc5e150bc066586d4f26127853ab94 \
+    --hash=sha256:53d8b764726d3af1a138dd353116f774e3862ec7e3794e0c8781e30db0f35dfc \
+    --hash=sha256:565c986f4b45c020f5421a4cea13ef294dde9509a8577f29b2fc5edc7587fff8 \
+    --hash=sha256:5c5ae0a06e9ea030ab786b0251b32c7e4ce10e58d983c0d5c56029455180b5b9 \
+    --hash=sha256:5cb7bc1966d031aec37ddb9dcf15c2da5b2e9f7cc3ca7c54473a20a927e1eb91 \
+    --hash=sha256:5da841d81b1a05ef940a8567da92decaa15bc4d7dedb540a8c219ad83d91808a \
+    --hash=sha256:5fee4c04aad8932da9f8f710af2c1a15a83582cfb884152a9caa79d4efcdbf9c \
+    --hash=sha256:609e89d9f90b581c8d16358c9087df76024cf058fa693dd3e1e1620823f39670 \
+    --hash=sha256:6258f3260986990ba2fa8a874f8b6e808cf5abb51a94015ca3dc3c68aa4f30ea \
+    --hash=sha256:64efdf00c09e31efd754448a383ea241f55a994fd079866b92d2bbff598aad91 \
+    --hash=sha256:65b80c1ee7e14a87d6a068dd3b0aea268ffcabfe0498d38661b00c5b4b22e74c \
+    --hash=sha256:6741e6f3074a35e47c77b23a4e4f2d90db3ed905cb1c5e6e0d49bff2045632bc \
+    --hash=sha256:681088909d7e8fa9e31b9799aaa59ba5234c58e5e4f1951b4c4d1082a2e980e0 \
+    --hash=sha256:6b7a9d1db5dad90e2991645874f708e87d9a3c370c243c2d7684d28f7e133e6b \
+    --hash=sha256:7315f9137087c4e0ee73a761b163fc9aa3b19f5f606a7fc08d83fd3e4379af65 \
+    --hash=sha256:742aea052cf5ab5034a53c3846165bc3ce88d7c38e954120db0ab867ca242661 \
+    --hash=sha256:75af0b4c229ac519b155028fa1be632d812a519abba9b46b20e50c6caa184f19 \
+    --hash=sha256:7b5dd7cbae20285cdb597b10eb5a2c13aa9de6cde9bb64a3c1317427b1db1ae1 \
+    --hash=sha256:7d6daa89a00b58c37cb1747ec9fb7ac3bc5ffd5949f5888657dfddde6d1312e0 \
+    --hash=sha256:800429ac32c9b72909c671aaf17ecd13110f823ddb7db4dfef412a5587c2c24e \
+    --hash=sha256:806f3987ffe10e867bab0ddad45df1148a2b98221798457fa097ad85d6e8bc75 \
+    --hash=sha256:808b99604f7873c800c4840f55ff389936ef1948e4e87645eaf3fccbc8477ac4 \
+    --hash=sha256:80941e6d573197a0c28f394753de529bb436b1ca990ed6e765cf42426abc39f8 \
+    --hash=sha256:84cabc7095dd535ca934d57e9ce2a72ffd216e435a84acb06b2277b1de2689bd \
+    --hash=sha256:8637e29d13f478bc4f153d8daa9ffb16455f0a6cb287da1b432fdad2bfbd66c7 \
+    --hash=sha256:896866d2d436563fa2a43a9d72f417874f16b5545955c54a64941e87c1376c61 \
+    --hash=sha256:8e178e3e99d3c0ea8fc64b88447f7cac8ccf058af422a6cedc690d0eadd98c51 \
+    --hash=sha256:907bfa8a9cb790748a9aa4513e37c88c59660da3bcfffbd24a7d9e6abf224551 \
+    --hash=sha256:9212d6b86917a2300669511ed094a9406888362e085f2431a7da985a6b124f45 \
+    --hash=sha256:92a7fe4225365c5e3a8e598982269c6d6698d3e783b3b1ae979e7819f9cd55c1 \
+    --hash=sha256:935b9d1aed48fcfb3f838caac506f38e29621b44ccc4f8a64d575cb1b2a88644 \
+    --hash=sha256:97e9993d5ed946aba26baf9c1e8cf18adbab584b99f452ee72f7ee8acb882796 \
+    --hash=sha256:983976c2ab753166dc66d36af6e8ec15bb511e4a25856e2227e5f7e00a160587 \
+    --hash=sha256:9f5fefaca968e700ad1a4a9de98bf0869a94e397fe3524c4c9450c1445252304 \
+    --hash=sha256:a332ac4ccb84b6dde65dbace8431f3af08874bf9770719d32a635c4ef411b18b \
+    --hash=sha256:a40905599d8079e09f25027423aed94f2823adaf2868940de991e53a449e14a8 \
+    --hash=sha256:a6dfc2af5b082b635af6e08e0d1f9f1c4e04d17d4e2ca0ef96131e85eda6eb17 \
+    --hash=sha256:a786bf667724d84aa29b5db1c61b7bfdde380202aaca12c3461afd6b71743171 \
+    --hash=sha256:a83e0850cb8f5ac975291ebfc4170ba481f41a28065277f7f735c202cd8e0af3 \
+    --hash=sha256:aa0c9cc0b82b14766a99fbe6084409972266e82f459821cd26997a488a7261a7 \
+    --hash=sha256:b17fbdbe01c196e7e159aacb889e091f28e61020a8abeac07b68079b6e626988 \
+    --hash=sha256:b63e13dd27da389ed9475b3d28510f0f954bca0041e8e551b2a4eb1eab56a39a \
+    --hash=sha256:b6e53e82ec2db0717eabb276aa56cf4e500c9a7cec2c2e189b55c24f65a3e8c0 \
+    --hash=sha256:bb0984b30e973f7e2884362b7d23d0a348c7143ee559f38ef3eaab640144204c \
+    --hash=sha256:bc11908616c8a283cf7d664f77411a5ed2a02009b0097ff8abbba5e79128ccf2 \
+    --hash=sha256:bdec5e43377761c5dbca620efb69a77f6855c5a379e32ac5b158f54c84212b14 \
+    --hash=sha256:bef9768cab184e7ae6e559c032e95ba8d07b3023c289f79a2bd36e8bf85605a5 \
+    --hash=sha256:c990547452ee2800d8506c4150280757f88532f3de2a58e3022e9b179107862a \
+    --hash=sha256:ca94b6aac0d7af2a10ba08c0f888b3d5114439b6b3ef39968378723622fed377 \
+    --hash=sha256:cad302dc10fac357d3467a74a9561c90609768a6f73a1923b0fd851b6486f8b0 \
+    --hash=sha256:d0a7735df32ccbcc98b98a1ac785cc4b19b580be1bdf0aeb5c03223220ea09d5 \
+    --hash=sha256:d70347c8a5b7ccd803ec0c85c8709f036e6348f1e6a5bf048ecd9c64d3550b8b \
+    --hash=sha256:d70534cea9e7966169ad29a903b99fc507e932069a881d0965a1a84bb57f6c6d \
+    --hash=sha256:db44d5c160a90df2d24a24760bbd37607d53da0b34fb546c4c232af7192298ac \
+    --hash=sha256:e115c15e3bc727b1ca3e641a909f77f8ca72a64fff150f666fcc85e57701c26c \
+    --hash=sha256:e2479c7f02f9d505682dc47df8c0ea1fc5e264c4d1629a5d63fe3e2334b89554 \
+    --hash=sha256:e5dcbe95016e88437ecf33544ba5db21ef1b8dd6e1b434a2cb2a3d605299e643 \
+    --hash=sha256:e6bdb408f7c9dd2a5ff2b14a3b0bb6d4deb29fb9961e6eb3ae2031ae9a5cec13 \
+    --hash=sha256:e75d3dba8fc1ddfec0cd752108f93b83b4f8d6ab40e524a95d35f016b9683b09 \
+    --hash=sha256:efdc140e7b63b8f739d09a99033aa430accce485ff78e6d311973a67b6bf3208 \
+    --hash=sha256:f10c98f49227ed8383d28174ee95155a675c4ed7f85e2e573b04414f7e371bda \
+    --hash=sha256:f188028b5af6b8fb2e9a76ac0f841a575bd1bd396e46ef0840d9b88a48fdbcea \
+    --hash=sha256:f188d580bd870cda1e15183790d1cc2fa78f666e76077d103edf048eed9c356e \
+    --hash=sha256:f45bd71d1fa5e5749587613037b172e0b3b23159d1c00ef2fc920da6f470e6f0 \
+    --hash=sha256:f61333d817698bdcdd0f9d7793e365ac3d2a21c1f1eb02b32ad6aefb8d8ea831 \
+    --hash=sha256:fb125d860738a09d363a88daa0f59c4533529a90e564785e20fe875b200b6dbd
     # via
     #   -r requirements.in
     #   matplotlib
-plotnine==0.15.1 \
-    --hash=sha256:29fcef889bf55ec2e7c036db1578e085d0ec1be3b0253ff573cc6c08618b111f \
-    --hash=sha256:d52801561bb403a89fa8716f4b63b1468ee7cedb50991406ae2feb373a745c1f
+plotnine==0.15.2 \
+    --hash=sha256:7dc508bc51625b9b9f945e274d8ee4463cf30b280749190a5b707e6828003fa6 \
+    --hash=sha256:ec2e4cdf2d022eb0dab63ef4aa0017ce0d84c60bd99d55093e72637fddf757e6
     # via
     #   -r requirements.in
     #   marginaleffects
@@ -1363,47 +1428,47 @@ pluggy==1.6.0 \
     #   -r requirements.in
     #   pytest
     #   pytest-cov
-polars==1.35.1 \
-    --hash=sha256:06548e6d554580151d6ca7452d74bceeec4640b5b9261836889b8e68cfd7a62e \
-    --hash=sha256:c29a933f28aa330d96a633adbd79aa5e6a6247a802a720eead9933f4613bdbf4
+polars==1.36.1 \
+    --hash=sha256:12c7616a2305559144711ab73eaa18814f7aa898c522e7645014b68f1432d54c \
+    --hash=sha256:853c1bbb237add6a5f6d133c15094a9b727d66dd6a4eb91dbb07cdb056b2b8ef
     # via
     #   -r requirements.in
     #   marginaleffects
-polars-runtime-32==1.35.1 \
-    --hash=sha256:35cde9453ca7032933f0e58e9ed4388f5a1e415dd0db2dd1e442c81d815e630c \
-    --hash=sha256:42f9837348557fd674477ea40a6ac8a7e839674f6dd0a199df24be91b026024c \
-    --hash=sha256:6f051a42f6ae2f26e3bc2cf1f170f2120602976e2a3ffb6cfba742eecc7cc620 \
-    --hash=sha256:c2232f9cf05ba59efc72d940b86c033d41fd2d70bf2742e8115ed7112a766aa9 \
-    --hash=sha256:c873aeb36fed182d5ebc35ca17c7eb193fe83ae2ea551ee8523ec34776731390 \
-    --hash=sha256:f6b4ec9cd58b31c87af1b8c110c9c986d82345f1d50d7f7595b5d447a19dc365 \
-    --hash=sha256:fd77757a6c9eb9865c4bfb7b07e22225207c6b7da382bd0b9bd47732f637105d
+polars-runtime-32==1.36.1 \
+    --hash=sha256:201c2cfd80ceb5d5cd7b63085b5fd08d6ae6554f922bcb941035e39638528a09 \
+    --hash=sha256:327b621ca82594f277751f7e23d4b939ebd1be18d54b4cdf7a2f8406cecc18b2 \
+    --hash=sha256:809e73857be71250141225ddd5d2b30c97e6340aeaa0d445f930e01bef6888dc \
+    --hash=sha256:899b9ad2e47ceb31eb157f27a09dbc2047efbf4969a923a6b1ba7f0412c3e64c \
+    --hash=sha256:ab0d1f23084afee2b97de8c37aa3e02ec3569749ae39571bd89e7a8b11ae9e83 \
+    --hash=sha256:cc17101f28c9a169ff8b5b8d4977a3683cd403621841623825525f440b564cf0 \
+    --hash=sha256:d9d077bb9df711bc635a86540df48242bb91975b353e53ef261c6fae6cb0948f
     # via
     #   -r requirements.in
     #   polars
-polyfactory==2.22.3 \
-    --hash=sha256:0bfd5fe2fb2e5db39ded6aee8e923d1961095d4ebb44185cceee4654cb85e0b1 \
-    --hash=sha256:ae57d07408d1f7609031a83827c7980ce32104535e146cac2253988d0a7665e1
+polyfactory==2.22.5 \
+    --hash=sha256:822d1af463520153200b4b62b06b0dc73a1d5edc8911e2e63ed0757ae21cc2b3 \
+    --hash=sha256:d641d8c10c7d3e1f0f862ba2733ad1523069af58614bb1c077aeccabb66d26b7
     # via
     #   -r requirements.in
     #   mozilla-nimbus-schemas
-proto-plus==1.26.1 \
-    --hash=sha256:13285478c2dcf2abb829db158e1047e2f1e8d63a077d94263c2b88b043c75a66 \
-    --hash=sha256:21a515a4c4c0088a773899e23c7bbade3d18f9c66c73edd4c7ee3816bc96a012
+proto-plus==1.27.0 \
+    --hash=sha256:1baa7f81cf0f8acb8bc1f6d085008ba4171eaf669629d1b6d1673b21ed1c0a82 \
+    --hash=sha256:873af56dd0d7e91836aee871e5799e1c6f1bda86ac9a983e0bb9f0c266a568c4
     # via
     #   -r requirements.in
     #   google-api-core
     #   google-cloud-bigquery-storage
-protobuf==6.33.0 \
-    --hash=sha256:140303d5c8d2037730c548f8c7b93b20bb1dc301be280c378b82b8894589c954 \
-    --hash=sha256:25c9e1963c6734448ea2d308cfa610e692b801304ba0908d7bfa564ac5132995 \
-    --hash=sha256:35be49fd3f4fefa4e6e2aacc35e8b837d6703c37a2168a55ac21e9b1bc7559ef \
-    --hash=sha256:905b07a65f1a4b72412314082c7dbfae91a9e8b68a0cc1577515f8df58ecf455 \
-    --hash=sha256:9a031d10f703f03768f2743a1c403af050b6ae1f3480e9c140f39c45f81b13ee \
-    --hash=sha256:c963e86c3655af3a917962c9619e1a6b9670540351d7af9439d06064e3317cc9 \
-    --hash=sha256:cd33a8e38ea3e39df66e1bbc462b076d6e5ba3a4ebbde58219d777223a7873d3 \
-    --hash=sha256:d6101ded078042a8f17959eccd9236fb7a9ca20d3b0098bbcb91533a5680d035 \
-    --hash=sha256:e0697ece353e6239b90ee43a9231318302ad8353c70e6e45499fa52396debf90 \
-    --hash=sha256:e0a1715e4f27355afd9570f3ea369735afc853a6c3951a6afe1f80d8569ad298
+protobuf==6.33.2 \
+    --hash=sha256:1f8017c48c07ec5859106533b682260ba3d7c5567b1ca1f24297ce03384d1b4f \
+    --hash=sha256:2981c58f582f44b6b13173e12bb8656711189c2a70250845f264b877f00b1913 \
+    --hash=sha256:56dc370c91fbb8ac85bc13582c9e373569668a290aa2e66a590c2a0d35ddb9e4 \
+    --hash=sha256:7109dcc38a680d033ffb8bf896727423528db9163be1b6a02d6a49606dcadbfe \
+    --hash=sha256:7636aad9bb01768870266de5dc009de2d1b936771b38a793f73cbbf279c91c5c \
+    --hash=sha256:87eb388bd2d0f78febd8f4c8779c79247b26a5befad525008e49a6955787ff3d \
+    --hash=sha256:8cd7640aee0b7828b6d03ae518b5b4806fdfc1afe8de82f79c3454f8aef29872 \
+    --hash=sha256:b5d3b5625192214066d99b2b605f5783483575656784de223f00a8d00754fc0e \
+    --hash=sha256:d9b19771ca75935b3a4422957bc518b0cecb978b31d1dd12037b088f6bcc0e43 \
+    --hash=sha256:fc2a0e8b05b180e5fc0dd1559fe8ebdae21a27e81ac77728fb6c42b12c7419b4
     # via
     #   -r requirements.in
     #   google-api-core
@@ -1484,131 +1549,135 @@ pycparser==2.23 \
     # via
     #   -r requirements.in
     #   cffi
-pydantic==2.12.3 \
-    --hash=sha256:1da1c82b0fc140bb0103bc1441ffe062154c8d38491189751ee00fd8ca65ce74 \
-    --hash=sha256:6986454a854bc3bc6e5443e1369e06a3a456af9d339eda45510f517d9ea5c6bf
+pydantic==2.12.5 \
+    --hash=sha256:4d351024c75c0f085a9febbb665ce8c0c6ec5d30e903bdb6394b7ede26aebb49 \
+    --hash=sha256:e561593fccf61e8a20fc46dfc2dfe075b8be7d0188df33f221ad1f0139180f9d
     # via
     #   -r requirements.in
     #   marginaleffects
     #   mozilla-nimbus-schemas
-pydantic-core==2.41.4 \
-    --hash=sha256:025ba34a4cf4fb32f917d5d188ab5e702223d3ba603be4d8aca2f82bede432a4 \
-    --hash=sha256:09c2a60e55b357284b5f31f5ab275ba9f7f70b7525e18a132ec1f9160b4f1f03 \
-    --hash=sha256:0c19cb355224037c83642429b8ce261ae108e1c5fbf5c028bac63c77b0f8646e \
-    --hash=sha256:0cf2a1f599efe57fa0051312774280ee0f650e11152325e41dfd3018ef2c1b57 \
-    --hash=sha256:0f184d657fa4947ae5ec9c47bd7e917730fa1cbb78195037e32dcbab50aca5ee \
-    --hash=sha256:15dd504af121caaf2c95cb90c0ebf71603c53de98305621b94da0f967e572def \
-    --hash=sha256:170ee6835f6c71081d031ef1c3b4dc4a12b9efa6a9540f93f95b82f3c7571ae8 \
-    --hash=sha256:19f3684868309db5263a11bace3c45d93f6f24afa2ffe75a647583df22a2ff89 \
-    --hash=sha256:1affa4798520b148d7182da0615d648e752de4ab1a9566b7471bc803d88a062d \
-    --hash=sha256:1b65077a4693a98b90ec5ad8f203ad65802a1b9b6d4a7e48066925a7e1606706 \
-    --hash=sha256:1cae8851e174c83633f0833e90636832857297900133705ee158cf79d40f03e6 \
-    --hash=sha256:1e5ab4fc177dd41536b3c32b2ea11380dd3d4619a385860621478ac2d25ceb00 \
-    --hash=sha256:1ed810568aeffed3edc78910af32af911c835cc39ebbfacd1f0ab5dd53028e5c \
-    --hash=sha256:2442d9a4d38f3411f22eb9dd0912b7cbf4b7d5b6c92c4173b75d3e1ccd84e36e \
-    --hash=sha256:26895a4268ae5a2849269f4991cdc97236e4b9c010e51137becf25182daac405 \
-    --hash=sha256:285b643d75c0e30abda9dc1077395624f314a37e3c09ca402d4015ef5979f1a2 \
-    --hash=sha256:28ff11666443a1a8cf2a044d6a545ebffa8382b5f7973f22c36109205e65dc80 \
-    --hash=sha256:2dfe3aa529c8f501babf6e502936b9e8d4698502b2cfab41e17a028d91b1ac7b \
-    --hash=sha256:304c54176af2c143bd181d82e77c15c41cbacea8872a2225dd37e6544dce9999 \
-    --hash=sha256:30a9876226dda131a741afeab2702e2d127209bde3c65a2b8133f428bc5d006b \
-    --hash=sha256:31a41030b1d9ca497634092b46481b937ff9397a86f9f51bd41c4767b6fc04af \
-    --hash=sha256:3619320641fd212aaf5997b6ca505e97540b7e16418f4a241f44cdf108ffb50d \
-    --hash=sha256:37e516bca9264cbf29612539801ca3cd5d1be465f940417b002905e6ed79d38a \
-    --hash=sha256:3a926768ea49a8af4d36abd6a8968b8790f7f76dd7cbd5a4c180db2b4ac9a3a2 \
-    --hash=sha256:3a95d4590b1f1a43bf33ca6d647b990a88f4a3824a8c4572c708f0b45a5290ed \
-    --hash=sha256:3adf61415efa6ce977041ba9745183c0e1f637ca849773afa93833e04b163feb \
-    --hash=sha256:3d88d0054d3fa11ce936184896bed3c1c5441d6fa483b498fac6a5d0dd6f64a9 \
-    --hash=sha256:3f1ea6f48a045745d0d9f325989d8abd3f1eaf47dd00485912d1a3a63c623a8d \
-    --hash=sha256:44e7625332683b6c1c8b980461475cde9595eff94447500e80716db89b0da005 \
-    --hash=sha256:491535d45cd7ad7e4a2af4a5169b0d07bebf1adfd164b0368da8aa41e19907a5 \
-    --hash=sha256:4a9ab037b71927babc6d9e7fc01aea9e66dc2a4a34dff06ef0724a4049629f94 \
-    --hash=sha256:4c973add636efc61de22530b2ef83a65f39b6d6f656df97f678720e20de26caa \
-    --hash=sha256:4f5d640aeebb438517150fdeec097739614421900e4a08db4a3ef38898798537 \
-    --hash=sha256:523e7da4d43b113bf8e7b49fa4ec0c35bf4fe66b2230bfc5c13cc498f12c6c3e \
-    --hash=sha256:54d86c0cada6aba4ec4c047d0e348cbad7063b87ae0f005d9f8c9ad04d4a92a2 \
-    --hash=sha256:557a0aab88664cc552285316809cab897716a372afaf8efdbef756f8b890e894 \
-    --hash=sha256:5729225de81fb65b70fdb1907fcf08c75d498f4a6f15af005aabb1fdadc19dfa \
-    --hash=sha256:5a28fcedd762349519276c36634e71853b4541079cab4acaaac60c4421827308 \
-    --hash=sha256:5b66584e549e2e32a1398df11da2e0a7eff45d5c2d9db9d5667c5e6ac764d77e \
-    --hash=sha256:5cf90535979089df02e6f17ffd076f07237efa55b7343d98760bde8743c4b265 \
-    --hash=sha256:61760c3925d4633290292bad462e0f737b840508b4f722247d8729684f6539ae \
-    --hash=sha256:62637c769dee16eddb7686bf421be48dfc2fae93832c25e25bc7242e698361ba \
-    --hash=sha256:6273ea2c8ffdac7b7fda2653c49682db815aebf4a89243a6feccf5e36c18c347 \
-    --hash=sha256:646e76293345954acea6966149683047b7b2ace793011922208c8e9da12b0062 \
-    --hash=sha256:664b3199193262277b8b3cd1e754fb07f2c6023289c815a1e1e8fb415cb247b1 \
-    --hash=sha256:66c529f862fdba70558061bb936fe00ddbaaa0c647fd26e4a4356ef1d6561891 \
-    --hash=sha256:6916b9b7d134bff5440098a4deb80e4cb623e68974a87883299de9124126c2a8 \
-    --hash=sha256:692c622c8f859a17c156492783902d8370ac7e121a611bd6fe92cc71acf9ee8d \
-    --hash=sha256:6c1fe4c5404c448b13188dd8bd2ebc2bdd7e6727fa61ff481bcc2cca894018da \
-    --hash=sha256:6c9024169becccf0cb470ada03ee578d7348c119a0d42af3dcf9eda96e3a247c \
-    --hash=sha256:6cb9cf7e761f4f8a8589a45e49ed3c0d92d1d696a45a6feaee8c904b26efc2db \
-    --hash=sha256:6d55fb8b1e8929b341cc313a81a26e0d48aa3b519c1dbaadec3a6a2b4fcad025 \
-    --hash=sha256:6e0fc40d84448f941df9b3334c4b78fe42f36e3bf631ad54c3047a0cdddc2514 \
-    --hash=sha256:70e47929a9d4a1905a67e4b687d5946026390568a8e952b92824118063cee4d5 \
-    --hash=sha256:711156b6afb5cb1cb7c14a2cc2c4a8b4c717b69046f13c6b332d8a0a8f41ca3e \
-    --hash=sha256:7533c76fa647fade2d7ec75ac5cc079ab3f34879626dae5689b27790a6cf5a5c \
-    --hash=sha256:7b2a054a8725f05b4b6503357e0ac1c4e8234ad3b0c2ac130d6ffc66f0e170e2 \
-    --hash=sha256:7b74e18052fea4aa8dea2fb7dbc23d15439695da6cbe6cfc1b694af1115df09d \
-    --hash=sha256:82df1f432b37d832709fbcc0e24394bba04a01b6ecf1ee87578145c19cde12ac \
-    --hash=sha256:833eebfd75a26d17470b58768c1834dfc90141b7afc6eb0429c21fc5a21dcfb8 \
-    --hash=sha256:84d8854db5f55fead3b579f04bda9a36461dab0730c5d570e1526483e7bb8431 \
-    --hash=sha256:85e050ad9e5f6fe1004eec65c914332e52f429bc0ae12d6fa2092407a462c746 \
-    --hash=sha256:94dab0940b0d1fb28bcab847adf887c66a27a40291eedf0b473be58761c9799a \
-    --hash=sha256:98f348cbb44fae6e9653c1055db7e29de67ea6a9ca03a5fa2c2e11a47cff0e47 \
-    --hash=sha256:9be1c01adb2ecc4e464392c36d17f97e9110fbbc906bcbe1c943b5b87a74aabd \
-    --hash=sha256:a1351f5bbdbbabc689727cb91649a00cb9ee7203e0a6e54e9f5ba9e22e384b84 \
-    --hash=sha256:a1b2cfec3879afb742a7b0bcfa53e4f22ba96571c9e54d6a3afe1052d17d843b \
-    --hash=sha256:a238dd3feee263eeaeb7dc44aea4ba1364682c4f9f9467e6af5596ba322c2332 \
-    --hash=sha256:a26d950449aae348afe1ac8be5525a00ae4235309b729ad4d3399623125b43c9 \
-    --hash=sha256:a44ac1738591472c3d020f61c6df1e4015180d6262ebd39bf2aeb52571b60f12 \
-    --hash=sha256:a870c307bf1ee91fc58a9a61338ff780d01bfae45922624816878dce784095d2 \
-    --hash=sha256:a8c2e340d7e454dc3340d3d2e8f23558ebe78c98aa8f68851b04dcb7bc37abdc \
-    --hash=sha256:ab06d77e053d660a6faaf04894446df7b0a7e7aba70c2797465a0a1af00fc887 \
-    --hash=sha256:b0d9db5a161c99375a0c68c058e227bee1d89303300802601d76a3d01f74e258 \
-    --hash=sha256:b1eb1754fce47c63d2ff57fdb88c351a6c0150995890088b33767a10218eaa4e \
-    --hash=sha256:b568af94267729d76e6ee5ececda4e283d07bbb28e8148bb17adad93d025d25a \
-    --hash=sha256:b69d1973354758007f46cf2d44a4f3d0933f10b6dc9bf15cf1356e037f6f731a \
-    --hash=sha256:b9f5f30c402ed58f90c70e12eff65547d3ab74685ffe8283c719e6bead8ef53f \
-    --hash=sha256:bd8a5028425820731d8c6c098ab642d7b8b999758e24acae03ed38a66eca8335 \
-    --hash=sha256:c173ddcd86afd2535e2b695217e82191580663a1d1928239f877f5a1649ef39f \
-    --hash=sha256:c4d1e854aaf044487d31143f541f7aafe7b482ae72a022c664b2de2e466ed0ad \
-    --hash=sha256:c53ff33e603a9c1179a9364b0a24694f183717b2e0da2b5ad43c316c956901b2 \
-    --hash=sha256:ca2322da745bf2eeb581fc9ea3bbb31147702163ccbcbf12a3bb630e4bf05e1d \
-    --hash=sha256:ca4df25762cf71308c446e33c9b1fdca2923a3f13de616e2a949f38bf21ff5a8 \
-    --hash=sha256:cc8e85a63085a137d286e2791037f5fdfff0aabb8b899483ca9c496dd5797338 \
-    --hash=sha256:d081a1f3800f05409ed868ebb2d74ac39dd0c1ff6c035b5162356d76030736d4 \
-    --hash=sha256:d175600d975b7c244af6eb9c9041f10059f20b8bbffec9e33fdd5ee3f67cdc42 \
-    --hash=sha256:d1e2906efb1031a532600679b424ef1d95d9f9fb507f813951f23320903adbd7 \
-    --hash=sha256:d25e97bc1f5f8f7985bdc2335ef9e73843bb561eb1fa6831fdfc295c1c2061cf \
-    --hash=sha256:d34f950ae05a83e0ede899c595f312ca976023ea1db100cd5aa188f7005e3ab0 \
-    --hash=sha256:d405d14bea042f166512add3091c1af40437c2e7f86988f3915fabd27b1e9cd2 \
-    --hash=sha256:d55bbac04711e2980645af68b97d445cdbcce70e5216de444a6c4b6943ebcccd \
-    --hash=sha256:d682cf1d22bab22a5be08539dca3d1593488a99998f9f412137bc323179067ff \
-    --hash=sha256:d72f2b5e6e82ab8f94ea7d0d42f83c487dc159c5240d8f83beae684472864e2d \
-    --hash=sha256:d95b253b88f7d308b1c0b417c4624f44553ba4762816f94e6986819b9c273fb2 \
-    --hash=sha256:dd96e5d15385d301733113bcaa324c8bcf111275b7675a9c6e88bfb19fc05e3b \
-    --hash=sha256:de2cfbb09e88f0f795fd90cf955858fc2c691df65b1f21f0aa00b99f3fbc661d \
-    --hash=sha256:de7c42f897e689ee6f9e93c4bec72b99ae3b32a2ade1c7e4798e690ff5246e02 \
-    --hash=sha256:df649916b81822543d1c8e0e1d079235f68acdc7d270c911e8425045a8cfc57e \
-    --hash=sha256:e04e2f7f8916ad3ddd417a7abdd295276a0bf216993d9318a5d61cc058209166 \
-    --hash=sha256:e1d778fb7849a42d0ee5927ab0f7453bf9f85eef8887a546ec87db5ddb178945 \
-    --hash=sha256:e4dab9484ec605c3016df9ad4fd4f9a390bc5d816a3b10c6550f8424bb80b18c \
-    --hash=sha256:e6ab5ab30ef325b443f379ddb575a34969c333004fca5a1daa0133a6ffaad616 \
-    --hash=sha256:e7393f1d64792763a48924ba31d1e44c2cfbc05e3b1c2c9abb4ceeadd912cced \
-    --hash=sha256:e8cd3577c796be7231dcf80badcf2e0835a46665eaafd8ace124d886bab4d700 \
-    --hash=sha256:e9205d97ed08a82ebb9a307e92914bb30e18cdf6f6b12ca4bedadb1588a0bfe1 \
-    --hash=sha256:eae547b7315d055b0de2ec3965643b0ab82ad0106a7ffd29615ee9f266a02827 \
-    --hash=sha256:ec22626a2d14620a83ca583c6f5a4080fa3155282718b6055c2ea48d3ef35970 \
-    --hash=sha256:eca1124aced216b2500dc2609eade086d718e8249cb9696660ab447d50a758bd \
-    --hash=sha256:ecde6dedd6fff127c273c76821bb754d793be1024bc33314a120f83a3c69460c \
-    --hash=sha256:ed97fd56a561f5eb5706cebe94f1ad7c13b84d98312a05546f2ad036bafe87f4 \
-    --hash=sha256:ef9ee5471edd58d1fcce1c80ffc8783a650e3e3a193fe90d52e43bb4d87bff1f \
-    --hash=sha256:f52679ff4218d713b3b33f88c89ccbf3a5c2c12ba665fb80ccc4192b4608dbab \
-    --hash=sha256:f8e49c9c364a7edcbe2a310f12733aad95b022495ef2a8d653f645e5d20c1564 \
-    --hash=sha256:f9672ab4d398e1b602feadcffcdd3af44d5f5e6ddc15bc7d15d376d47e8e19f8 \
-    --hash=sha256:fc3b4c5a1fd3a311563ed866c2c9b62da06cb6398bee186484ce95c820db71cb \
-    --hash=sha256:fc3b4cc4539e055cfa39a3763c939f9d409eb40e85813257dcd761985a108554
+pydantic-core==2.41.5 \
+    --hash=sha256:0177272f88ab8312479336e1d777f6b124537d47f2123f89cb37e0accea97f90 \
+    --hash=sha256:01a3d0ab748ee531f4ea6c3e48ad9dac84ddba4b0d82291f87248f2f9de8d740 \
+    --hash=sha256:0384e2e1021894b1ff5a786dbf94771e2986ebe2869533874d7e43bc79c6f504 \
+    --hash=sha256:03b77d184b9eb40240ae9fd676ca364ce1085f203e1b1256f8ab9984dca80a84 \
+    --hash=sha256:03ca43e12fab6023fc79d28ca6b39b05f794ad08ec2feccc59a339b02f2b3d33 \
+    --hash=sha256:05a2c8852530ad2812cb7914dc61a1125dc4e06252ee98e5638a12da6cc6fb6c \
+    --hash=sha256:070259a8818988b9a84a449a2a7337c7f430a22acc0859c6b110aa7212a6d9c0 \
+    --hash=sha256:08daa51ea16ad373ffd5e7606252cc32f07bc72b28284b6bc9c6df804816476e \
+    --hash=sha256:0cbaad15cb0c90aa221d43c00e77bb33c93e8d36e0bf74760cd00e732d10a6a0 \
+    --hash=sha256:100baa204bb412b74fe285fb0f3a385256dad1d1879f0a5cb1499ed2e83d132a \
+    --hash=sha256:112e305c3314f40c93998e567879e887a3160bb8689ef3d2c04b6cc62c33ac34 \
+    --hash=sha256:16f80f7abe3351f8ea6858914ddc8c77e02578544a0ebc15b4c2e1a0e813b0b2 \
+    --hash=sha256:1746d4a3d9a794cacae06a5eaaccb4b8643a131d45fbc9af23e353dc0a5ba5c3 \
+    --hash=sha256:1962293292865bca8e54702b08a4f26da73adc83dd1fcf26fbc875b35d81c815 \
+    --hash=sha256:1d1d9764366c73f996edd17abb6d9d7649a7eb690006ab6adbda117717099b14 \
+    --hash=sha256:1f8d33a7f4d5a7889e60dc39856d76d09333d8a6ed0f5f1190635cbec70ec4ba \
+    --hash=sha256:22f0fb8c1c583a3b6f24df2470833b40207e907b90c928cc8d3594b76f874375 \
+    --hash=sha256:239edca560d05757817c13dc17c50766136d21f7cd0fac50295499ae24f90fdf \
+    --hash=sha256:242a206cd0318f95cd21bdacff3fcc3aab23e79bba5cac3db5a841c9ef9c6963 \
+    --hash=sha256:25e1c2af0fce638d5f1988b686f3b3ea8cd7de5f244ca147c777769e798a9cd1 \
+    --hash=sha256:266fb4cbf5e3cbd0b53669a6d1b039c45e3ce651fd5442eff4d07c2cc8d66808 \
+    --hash=sha256:2782c870e99878c634505236d81e5443092fba820f0373997ff75f90f68cd553 \
+    --hash=sha256:287dad91cfb551c363dc62899a80e9e14da1f0e2b6ebde82c806612ca2a13ef1 \
+    --hash=sha256:29452c56df2ed968d18d7e21f4ab0ac55e71dc59524872f6fc57dcf4a3249ed2 \
+    --hash=sha256:299e0a22e7ae2b85c1a57f104538b2656e8ab1873511fd718a1c1c6f149b77b5 \
+    --hash=sha256:2a5e06546e19f24c6a96a129142a75cee553cc018ffee48a460059b1185f4470 \
+    --hash=sha256:2b761d210c9ea91feda40d25b4efe82a1707da2ef62901466a42492c028553a2 \
+    --hash=sha256:2c010c6ded393148374c0f6f0bf89d206bf3217f201faa0635dcd56bd1520f6b \
+    --hash=sha256:2ff4321e56e879ee8d2a879501c8e469414d948f4aba74a2d4593184eb326660 \
+    --hash=sha256:3006c3dd9ba34b0c094c544c6006cc79e87d8612999f1a5d43b769b89181f23c \
+    --hash=sha256:33cb885e759a705b426baada1fe68cbb0a2e68e34c5d0d0289a364cf01709093 \
+    --hash=sha256:346285d28e4c8017da95144c7f3acd42740d637ff41946af5ce6e5e420502dd5 \
+    --hash=sha256:34a64bc3441dc1213096a20fe27e8e128bd3ff89921706e83c0b1ac971276594 \
+    --hash=sha256:35b44f37a3199f771c3eaa53051bc8a70cd7b54f333531c59e29fd4db5d15008 \
+    --hash=sha256:378bec5c66998815d224c9ca994f1e14c0c21cb95d2f52b6021cc0b2a58f2a5a \
+    --hash=sha256:3f37a19d7ebcdd20b96485056ba9e8b304e27d9904d233d7b1015db320e51f0a \
+    --hash=sha256:3f84d5c1b4ab906093bdc1ff10484838aca54ef08de4afa9de0f5f14d69639cd \
+    --hash=sha256:4009935984bd36bd2c774e13f9a09563ce8de4abaa7226f5108262fa3e637284 \
+    --hash=sha256:406bf18d345822d6c21366031003612b9c77b3e29ffdb0f612367352aab7d586 \
+    --hash=sha256:4819fa52133c9aa3c387b3328f25c1facc356491e6135b459f1de698ff64d869 \
+    --hash=sha256:482c982f814460eabe1d3bb0adfdc583387bd4691ef00b90575ca0d2b6fe2294 \
+    --hash=sha256:4bc36bbc0b7584de96561184ad7f012478987882ebf9f9c389b23f432ea3d90f \
+    --hash=sha256:506d766a8727beef16b7adaeb8ee6217c64fc813646b424d0804d67c16eddb66 \
+    --hash=sha256:56121965f7a4dc965bff783d70b907ddf3d57f6eba29b6d2e5dabfaf07799c51 \
+    --hash=sha256:58133647260ea01e4d0500089a8c4f07bd7aa6ce109682b1426394988d8aaacc \
+    --hash=sha256:5921a4d3ca3aee735d9fd163808f5e8dd6c6972101e4adbda9a4667908849b97 \
+    --hash=sha256:5a4e67afbc95fa5c34cf27d9089bca7fcab4e51e57278d710320a70b956d1b9a \
+    --hash=sha256:5cb1b2f9742240e4bb26b652a5aeb840aa4b417c7748b6f8387927bc6e45e40d \
+    --hash=sha256:62de39db01b8d593e45871af2af9e497295db8d73b085f6bfd0b18c83c70a8f9 \
+    --hash=sha256:634e8609e89ceecea15e2d61bc9ac3718caaaa71963717bf3c8f38bfde64242c \
+    --hash=sha256:63510af5e38f8955b8ee5687740d6ebf7c2a0886d15a6d65c32814613681bc07 \
+    --hash=sha256:650ae77860b45cfa6e2cdafc42618ceafab3a2d9a3811fcfbd3bbf8ac3c40d36 \
+    --hash=sha256:6561e94ba9dacc9c61bce40e2d6bdc3bfaa0259d3ff36ace3b1e6901936d2e3e \
+    --hash=sha256:65840751b72fbfd82c3c640cff9284545342a4f1eb1586ad0636955b261b0b05 \
+    --hash=sha256:6cb58b9c66f7e4179a2d5e0f849c48eff5c1fca560994d6eb6543abf955a149e \
+    --hash=sha256:6f52298fbd394f9ed112d56f3d11aabd0d5bd27beb3084cc3d8ad069483b8941 \
+    --hash=sha256:707625ef0983fcfb461acfaf14de2067c5942c6bb0f3b4c99158bed6fedd3cf3 \
+    --hash=sha256:72f6c8b11857a856bcfa48c86f5368439f74453563f951e473514579d44aa612 \
+    --hash=sha256:753e230374206729bf0a807954bcc6c150d3743928a73faffee51ac6557a03c3 \
+    --hash=sha256:76d0819de158cd855d1cbb8fcafdf6f5cf1eb8e470abe056d5d161106e38062b \
+    --hash=sha256:76ee27c6e9c7f16f47db7a94157112a2f3a00e958bc626e2f4ee8bec5c328fbe \
+    --hash=sha256:77b63866ca88d804225eaa4af3e664c5faf3568cea95360d21f4725ab6e07146 \
+    --hash=sha256:79ec52ec461e99e13791ec6508c722742ad745571f234ea6255bed38c6480f11 \
+    --hash=sha256:7b93a4d08587e2b7e7882de461e82b6ed76d9026ce91ca7915e740ecc7855f60 \
+    --hash=sha256:7da7087d756b19037bc2c06edc6c170eeef3c3bafcb8f532ff17d64dc427adfd \
+    --hash=sha256:7f3bf998340c6d4b0c9a2f02d6a400e51f123b59565d74dc60d252ce888c260b \
+    --hash=sha256:80aa89cad80b32a912a65332f64a4450ed00966111b6615ca6816153d3585a8c \
+    --hash=sha256:8566def80554c3faa0e65ac30ab0932b9e3a5cd7f8323764303d468e5c37595a \
+    --hash=sha256:873e0d5b4fb9b89ef7c2d2a963ea7d02879d9da0da8d9d4933dee8ee86a8b460 \
+    --hash=sha256:88942d3a3dff3afc8288c21e565e476fc278902ae4d6d134f1eeda118cc830b1 \
+    --hash=sha256:8bfeaf8735be79f225f3fefab7f941c712aaca36f1128c9d7e2352ee1aa87bdf \
+    --hash=sha256:8e7c86f27c585ef37c35e56a96363ab8de4e549a95512445b85c96d3e2f7c1bf \
+    --hash=sha256:915c3d10f81bec3a74fbd4faebe8391013ba61e5a1a8d48c4455b923bdda7858 \
+    --hash=sha256:93e8740d7503eb008aa2df04d3b9735f845d43ae845e6dcd2be0b55a2da43cd2 \
+    --hash=sha256:941103c9be18ac8daf7b7adca8228f8ed6bb7a1849020f643b3a14d15b1924d9 \
+    --hash=sha256:97aeba56665b4c3235a0e52b2c2f5ae9cd071b8a8310ad27bddb3f7fb30e9aa2 \
+    --hash=sha256:a39455728aabd58ceabb03c90e12f71fd30fa69615760a075b9fec596456ccc3 \
+    --hash=sha256:a3a52f6156e73e7ccb0f8cced536adccb7042be67cb45f9562e12b319c119da6 \
+    --hash=sha256:a668ce24de96165bb239160b3d854943128f4334822900534f2fe947930e5770 \
+    --hash=sha256:a75dafbf87d6276ddc5b2bf6fae5254e3d0876b626eb24969a574fff9149ee5d \
+    --hash=sha256:aabf5777b5c8ca26f7824cb4a120a740c9588ed58df9b2d196ce92fba42ff8dc \
+    --hash=sha256:aec5cf2fd867b4ff45b9959f8b20ea3993fc93e63c7363fe6851424c8a7e7c23 \
+    --hash=sha256:b2379fa7ed44ddecb5bfe4e48577d752db9fc10be00a6b7446e9663ba143de26 \
+    --hash=sha256:b4ececa40ac28afa90871c2cc2b9ffd2ff0bf749380fbdf57d165fd23da353aa \
+    --hash=sha256:b5819cd790dbf0c5eb9f82c73c16b39a65dd6dd4d1439dcdea7816ec9adddab8 \
+    --hash=sha256:b74557b16e390ec12dca509bce9264c3bbd128f8a2c376eaa68003d7f327276d \
+    --hash=sha256:b80aa5095cd3109962a298ce14110ae16b8c1aece8b72f9dafe81cf597ad80b3 \
+    --hash=sha256:b93590ae81f7010dbe380cdeab6f515902ebcbefe0b9327cc4804d74e93ae69d \
+    --hash=sha256:b96d5f26b05d03cc60f11a7761a5ded1741da411e7fe0909e27a5e6a0cb7b034 \
+    --hash=sha256:bd3d54f38609ff308209bd43acea66061494157703364ae40c951f83ba99a1a9 \
+    --hash=sha256:bfea2a5f0b4d8d43adf9d7b8bf019fb46fdd10a2e5cde477fbcb9d1fa08c68e1 \
+    --hash=sha256:c007fe8a43d43b3969e8469004e9845944f1a80e6acd47c150856bb87f230c56 \
+    --hash=sha256:c1df3d34aced70add6f867a8cf413e299177e0c22660cc767218373d0779487b \
+    --hash=sha256:c23e27686783f60290e36827f9c626e63154b82b116d7fe9adba1fda36da706c \
+    --hash=sha256:c8d8b4eb992936023be7dee581270af5c6e0697a8559895f527f5b7105ecd36a \
+    --hash=sha256:c9e19dd6e28fdcaa5a1de679aec4141f691023916427ef9bae8584f9c2fb3b0e \
+    --hash=sha256:d0d2568a8c11bf8225044aa94409e21da0cb09dcdafe9ecd10250b2baad531a9 \
+    --hash=sha256:d38548150c39b74aeeb0ce8ee1d8e82696f4a4e16ddc6de7b1d8823f7de4b9b5 \
+    --hash=sha256:d3a978c4f57a597908b7e697229d996d77a6d3c94901e9edee593adada95ce1a \
+    --hash=sha256:d5160812ea7a8a2ffbe233d8da666880cad0cbaf5d4de74ae15c313213d62556 \
+    --hash=sha256:dc799088c08fa04e43144b164feb0c13f9a0bc40503f8df3e9fde58a3c0c101e \
+    --hash=sha256:df3959765b553b9440adfd3c795617c352154e497a4eaf3752555cfb5da8fc49 \
+    --hash=sha256:dfa8a0c812ac681395907e71e1274819dec685fec28273a28905df579ef137e2 \
+    --hash=sha256:e25c479382d26a2a41b7ebea1043564a937db462816ea07afa8a44c0866d52f9 \
+    --hash=sha256:e4f4a984405e91527a0d62649ee21138f8e3d0ef103be488c1dc11a80d7f184b \
+    --hash=sha256:e536c98a7626a98feb2d3eaf75944ef6f3dbee447e1f841eae16f2f0a72d8ddc \
+    --hash=sha256:e56ba91f47764cc14f1daacd723e3e82d1a89d783f0f5afe9c364b8bb491ccdb \
+    --hash=sha256:e672ba74fbc2dc8eea59fb6d4aed6845e6905fc2a8afe93175d94a83ba2a01a0 \
+    --hash=sha256:e7b576130c69225432866fe2f4a469a85a54ade141d96fd396dffcf607b558f8 \
+    --hash=sha256:e8465ab91a4bd96d36dde3263f06caa6a8a6019e4113f24dc753d79a8b3a3f82 \
+    --hash=sha256:e96cea19e34778f8d59fe40775a7a574d95816eb150850a85a7a4c8f4b94ac69 \
+    --hash=sha256:ece5c59f0ce7d001e017643d8d24da587ea1f74f6993467d85ae8a5ef9d4f42b \
+    --hash=sha256:eceb81a8d74f9267ef4081e246ffd6d129da5d87e37a77c9bde550cb04870c1c \
+    --hash=sha256:ed2e99c456e3fadd05c991f8f437ef902e00eedf34320ba2b0842bd1c3ca3a75 \
+    --hash=sha256:f0cd744688278965817fd0839c4a4116add48d23890d468bc436f78beb28abf5 \
+    --hash=sha256:f14f8f046c14563f8eb3f45f499cc658ab8d10072961e07225e507adb700e93f \
+    --hash=sha256:f15489ba13d61f670dcc96772e733aad1a6f9c429cc27574c6cdaed82d0146ad \
+    --hash=sha256:f31d95a179f8d64d90f6831d71fa93290893a33148d890ba15de25642c5d075b \
+    --hash=sha256:f41a7489d32336dbf2199c8c0a215390a751c5b014c2c1c5366e817202e9cdf7 \
+    --hash=sha256:f41eb9797986d6ebac5e8edff36d5cef9de40def462311b3eb3eeded1431e425 \
+    --hash=sha256:f547144f2966e1e16ae626d8ce72b4cfa0caedc7fa28052001c94fb2fcaa1c52
     # via
     #   -r requirements.in
     #   pydantic
@@ -1618,15 +1687,15 @@ pygments==2.19.2 \
     # via
     #   -r requirements.in
     #   pytest
-pyparsing==3.2.5 \
-    --hash=sha256:2df8d5b7b2802ef88e8d016a2eb9c7aeaa923529cd251ed0fe4608275d4105b6 \
-    --hash=sha256:e38a4f02064cf41fe6593d328d0512495ad1f3d8a91c4f73fc401b3079a59a5e
+pyparsing==3.3.1 \
+    --hash=sha256:023b5e7e5520ad96642e2c6db4cb683d3970bd640cdf7115049a6e9c3682df82 \
+    --hash=sha256:47fad0f17ac1e2cad3de3b458570fbc9b03560aa029ed5e16ee5554da9a2251c
     # via
     #   -r requirements.in
     #   matplotlib
-pytest==8.4.2 \
-    --hash=sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01 \
-    --hash=sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79
+pytest==9.0.2 \
+    --hash=sha256:711ffd45bf766d5264d487b917733b453d917afd2b0ad65223959f59089f875b \
+    --hash=sha256:75186651a92bd89611d1d9fc20f0b4345fd827c41ccd5c299a868a05d70edf11
     # via
     #   -r requirements.in
     #   pytest-cov
@@ -1674,122 +1743,122 @@ requests==2.32.5 \
     #   google-api-core
     #   google-cloud-bigquery
     #   mozilla-metric-config-parser
-rpds-py==0.28.0 \
-    --hash=sha256:03065002fd2e287725d95fbc69688e0c6daf6c6314ba38bdbaa3895418e09296 \
-    --hash=sha256:04c1b207ab8b581108801528d59ad80aa83bb170b35b0ddffb29c20e411acdc1 \
-    --hash=sha256:05cf1e74900e8da73fa08cc76c74a03345e5a3e37691d07cfe2092d7d8e27b04 \
-    --hash=sha256:0a403460c9dd91a7f23fc3188de6d8977f1d9603a351d5db6cf20aaea95b538d \
-    --hash=sha256:0cb7203c7bc69d7c1585ebb33a2e6074492d2fc21ad28a7b9d40457ac2a51ab7 \
-    --hash=sha256:0d3259ea9ad8743a75a43eb7819324cdab393263c91be86e2d1901ee65c314e0 \
-    --hash=sha256:1571ae4292649100d743b26d5f9c63503bb1fedf538a8f29a98dce2d5ba6b4e6 \
-    --hash=sha256:1a4c6b05c685c0c03f80dabaeb73e74218c49deea965ca63f76a752807397207 \
-    --hash=sha256:1e8ee6413cfc677ce8898d9cde18cc3a60fc2ba756b0dec5b71eb6eb21c49fa1 \
-    --hash=sha256:1f0cfd1c69e2d14f8c892b893997fa9a60d890a0c8a603e88dca4955f26d1edd \
-    --hash=sha256:23690b5827e643150cf7b49569679ec13fe9a610a15949ed48b85eb7f98f34ec \
-    --hash=sha256:2374e16cc9131022e7d9a8f8d65d261d9ba55048c78f3b6e017971a4f5e6353c \
-    --hash=sha256:24743a7b372e9a76171f6b69c01aedf927e8ac3e16c474d9fe20d552a8cb45c7 \
-    --hash=sha256:25dbade8fbf30bcc551cb352376c0ad64b067e4fc56f90e22ba70c3ce205988c \
-    --hash=sha256:28ea02215f262b6d078daec0b45344c89e161eab9526b0d898221d96fdda5f27 \
-    --hash=sha256:2e42456917b6687215b3e606ab46aa6bca040c77af7df9a08a6dcfe8a4d10ca5 \
-    --hash=sha256:2e8456b6ee5527112ff2354dd9087b030e3429e43a74f480d4a5ca79d269fd85 \
-    --hash=sha256:3114f4db69ac5a1f32e7e4d1cbbe7c8f9cf8217f78e6e002cedf2d54c2a548ed \
-    --hash=sha256:31eb671150b9c62409a888850aaa8e6533635704fe2b78335f9aaf7ff81eec4d \
-    --hash=sha256:389c29045ee8bbb1627ea190b4976a310a295559eaf9f1464a1a6f2bf84dde78 \
-    --hash=sha256:3aa4dc0fdab4a7029ac63959a3ccf4ed605fee048ba67ce89ca3168da34a1342 \
-    --hash=sha256:3c03002f54cc855860bfdc3442928ffdca9081e73b5b382ed0b9e8efe6e5e205 \
-    --hash=sha256:46959ef2e64f9e4a41fc89aa20dbca2b85531f9a72c21099a3360f35d10b0d5a \
-    --hash=sha256:48b55c1f64482f7d8bd39942f376bfdf2f6aec637ee8c805b5041e14eeb771db \
-    --hash=sha256:4b0cb8a906b1a0196b863d460c0222fb8ad0f34041568da5620f9799b83ccf0b \
-    --hash=sha256:4c6c4db5d73d179746951486df97fd25e92396be07fc29ee8ff9a8f5afbdfb27 \
-    --hash=sha256:4e27d3a5709cc2b3e013bf93679a849213c79ae0573f9b894b284b55e729e120 \
-    --hash=sha256:4fe0438ac4a29a520ea94c8c7f1754cdd8feb1bc490dfda1bfd990072363d527 \
-    --hash=sha256:5338742f6ba7a51012ea470bd4dc600a8c713c0c72adaa0977a1b1f4327d6592 \
-    --hash=sha256:5a7306c19b19005ad98468fcefeb7100b19c79fc23a5f24a12e06d91181193fa \
-    --hash=sha256:5ae8ee156d6b586e4292491e885d41483136ab994e719a13458055bec14cf370 \
-    --hash=sha256:5b43c6a3726efd50f18d8120ec0551241c38785b68952d240c45ea553912ac41 \
-    --hash=sha256:5cfa9af45e7c1140af7321fa0bef25b386ee9faa8928c80dc3a5360971a29e8c \
-    --hash=sha256:5d0145edba8abd3db0ab22b5300c99dc152f5c9021fab861be0f0544dc3cbc5f \
-    --hash=sha256:5d3fd16b6dc89c73a4da0b4ac8b12a7ecc75b2864b95c9e5afed8003cb50a728 \
-    --hash=sha256:5ee514e0f0523db5d3fb171f397c54875dbbd69760a414dccf9d4d7ad628b5bd \
-    --hash=sha256:5f3fa06d27fdcee47f07a39e02862da0100cb4982508f5ead53ec533cd5fe55e \
-    --hash=sha256:66e6fa8e075b58946e76a78e69e1a124a21d9a48a5b4766d15ba5b06869d1fa1 \
-    --hash=sha256:6796079e5d24fdaba6d49bda28e2c47347e89834678f2bc2c1b4fc1489c0fb01 \
-    --hash=sha256:6897bebb118c44b38c9cb62a178e09f1593c949391b9a1a6fe777ccab5934ee7 \
-    --hash=sha256:6aa1bfce3f83baf00d9c5fcdbba93a3ab79958b4c7d7d1f55e7fe68c20e63912 \
-    --hash=sha256:6b4f28583a4f247ff60cd7bdda83db8c3f5b05a7a82ff20dd4b078571747708f \
-    --hash=sha256:6e32dd207e2c4f8475257a3540ab8a93eff997abfa0a3fdb287cae0d6cd874b8 \
-    --hash=sha256:6f0c9266c26580e7243ad0d72fc3e01d6b33866cfab5084a6da7576bcf1c4f72 \
-    --hash=sha256:735f8495a13159ce6a0d533f01e8674cec0c57038c920495f87dcb20b3ddb48a \
-    --hash=sha256:76500820c2af232435cbe215e3324c75b950a027134e044423f59f5b9a1ba515 \
-    --hash=sha256:7a4e59c90d9c27c561eb3160323634a9ff50b04e4f7820600a2beb0ac90db578 \
-    --hash=sha256:7a52a5169c664dfb495882adc75c304ae1d50df552fbd68e100fdc719dee4ff9 \
-    --hash=sha256:7a69df082db13c7070f7b8b1f155fa9e687f1d6aefb7b0e3f7231653b79a067b \
-    --hash=sha256:7b0f9dceb221792b3ee6acb5438eb1f02b0cb2c247796a72b016dcc92c6de829 \
-    --hash=sha256:7b14b0c680286958817c22d76fcbca4800ddacef6f678f3a7c79a1fe7067fe37 \
-    --hash=sha256:7b6013db815417eeb56b2d9d7324e64fcd4fa289caeee6e7a78b2e11fc9b438a \
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+    --hash=sha256:dff13836529b921e22f15cb099751209a60009731a68519630a24d61f0b1b30a \
+    --hash=sha256:e0b65193a413ccc930671c55153a03ee57cecb49e6227204b04fae512eb657a7 \
+    --hash=sha256:e5d3e6b26f2c785d65cc25ef1e5267ccbe1b069c5c21b8cc724efee290554419 \
+    --hash=sha256:e7536cd91353c5273434b4e003cbda89034d67e7710eab8761fd918ec6c69cf8 \
+    --hash=sha256:eb0b93f2e5c2189ee831ee43f156ed34e2a89a78a66b98cadad955972548be5a \
+    --hash=sha256:eb2c4071ab598733724c08221091e8d80e89064cd472819285a9ab0f24bcedb9 \
+    --hash=sha256:ec7c4490c672c1a0389d319b3a9cfcd098dcdc4783991553c332a15acf7249be \
+    --hash=sha256:ee454b2a007d57363c2dfd5b6ca4a5d7e2c518938f8ed3b706e37e5d470801ed \
+    --hash=sha256:ee6af14263f25eedc3bb918a3c04245106a42dfd4f5c2285ea6f997b1fc3f89a \
+    --hash=sha256:f14fc5df50a716f7ece6a80b6c78bb35ea2ca47c499e422aa4463455dd96d56d \
+    --hash=sha256:f207f69853edd6f6700b86efb84999651baf3789e78a466431df1331608e5324 \
+    --hash=sha256:f251c812357a3fed308d684a5079ddfb9d933860fc6de89f2b7ab00da481e65f \
+    --hash=sha256:f83424d738204d9770830d35290ff3273fbb02b41f919870479fab14b9d303b2 \
+    --hash=sha256:f8d1736cfb49381ba528cd5baa46f82fdc65c06e843dab24dd70b63d09121b3f \
+    --hash=sha256:fe5fa731a1fa8a0a56b0977413f8cacac1768dad38d16b3a296712709476fbd5
     # via
     #   -r requirements.in
     #   jsonschema
@@ -1800,26 +1869,26 @@ rsa==4.9.1 \
     # via
     #   -r requirements.in
     #   google-auth
-ruff==0.14.3 \
-    --hash=sha256:0e2f8a0bbcffcfd895df39c9a4ecd59bb80dca03dc43f7fb63e647ed176b741e \
-    --hash=sha256:1ec1ac071e7e37e0221d2f2dbaf90897a988c531a8592a6a5959f0603a1ecf5e \
-    --hash=sha256:26eb477ede6d399d898791d01961e16b86f02bc2486d0d1a7a9bb2379d055dc1 \
-    --hash=sha256:3d6bc90307c469cb9d28b7cfad90aaa600b10d67c6e22026869f585e1e8a2db0 \
-    --hash=sha256:469e35872a09c0e45fecf48dd960bfbce056b5db2d5e6b50eca329b4f853ae20 \
-    --hash=sha256:4ff876d2ab2b161b6de0aa1f5bd714e8e9b4033dc122ee006925fbacc4f62153 \
-    --hash=sha256:678fdd7c7d2d94851597c23ee6336d25f9930b460b55f8598e011b57c74fd8c5 \
-    --hash=sha256:71ff6edca490c308f083156938c0c1a66907151263c4abdcb588602c6e696a14 \
-    --hash=sha256:786ee3ce6139772ff9272aaf43296d975c0217ee1b97538a98171bf0d21f87ed \
-    --hash=sha256:7bfc42f81862749a7136267a343990f865e71fe2f99cf8d2958f684d23ce3dfa \
-    --hash=sha256:876b21e6c824f519446715c1342b8e60f97f93264012de9d8d10314f8a79c371 \
-    --hash=sha256:a497ec0c3d2c88561b6d90f9c29f5ae68221ac00d471f306fa21fa4264ce5fcd \
-    --hash=sha256:a65e448cfd7e9c59fae8cf37f9221585d3354febaad9a07f29158af1528e165f \
-    --hash=sha256:afcdc4b5335ef440d19e7df9e8ae2ad9f749352190e96d481dc501b753f0733e \
-    --hash=sha256:b6fd8c79b457bedd2abf2702b9b472147cd860ed7855c73a5247fa55c9117654 \
-    --hash=sha256:cd6291d0061811c52b8e392f946889916757610d45d004e41140d81fb6cd5ddc \
-    --hash=sha256:d7b7006ac0756306db212fd37116cce2bd307e1e109375e1c6c106002df0ae5f \
-    --hash=sha256:e231e1be58fc568950a04fbe6887c8e4b85310e7889727e2b81db205c45059eb \
-    --hash=sha256:f3d91857d023ba93e14ed2d462ab62c3428f9bbf2b4fbac50a03ca66d31991f7
+ruff==0.14.10 \
+    --hash=sha256:104c49fc7ab73f3f3a758039adea978869a918f31b73280db175b43a2d9b51d6 \
+    --hash=sha256:1484983559f026788e3a5c07c81ef7d1e97c1c78ed03041a18f75df104c45405 \
+    --hash=sha256:16a01dfb7b9e4eee556fbfd5392806b1b8550c9b4a9f6acd3dbe6812b193c70a \
+    --hash=sha256:213db2b2e44be8625002dbea33bb9c60c66ea2c07c084a00d55732689d697a7f \
+    --hash=sha256:466297bd73638c6bdf06485683e812db1c00c7ac96d4ddd0294a338c62fdc154 \
+    --hash=sha256:4bb98fcbbc61725968893682fd4df8966a34611239c9fd07a1f6a07e7103d08e \
+    --hash=sha256:59aabd2e2c4fd614d2862e7939c34a532c04f1084476d6833dddef4afab87e9f \
+    --hash=sha256:5bcf45b681e9f1ee6445d317ce1fa9d6cba9a6049542d1c3d5b5958986be8830 \
+    --hash=sha256:674f9be9372907f7257c51f1d4fc902cb7cf014b9980152b802794317941f08f \
+    --hash=sha256:6987ebe0501ae4f4308d7d24e2d0fe3d7a98430f5adfd0f1fead050a740a3a77 \
+    --hash=sha256:7165d31a925b7a294465fa81be8c12a0e9b60fb02bf177e79067c867e71f8b1f \
+    --hash=sha256:7a3ce585f2ade3e1f29ec1b92df13e3da262178df8c8bdf876f48fa0e8316c49 \
+    --hash=sha256:9a2e830f075d1a42cd28420d7809ace390832a490ed0966fe373ba288e77aaf4 \
+    --hash=sha256:b914c40ab64865a17a9a5b67911d14df72346a634527240039eb3bd650e5979d \
+    --hash=sha256:c561695675b972effb0c0a45db233f2c816ff3da8dcfbe7dfc7eed625f218935 \
+    --hash=sha256:c70427132db492d25f982fffc8d6c7535cc2fd2c83fc8888f05caaa248521e60 \
+    --hash=sha256:d85713d522348837ef9df8efca33ccb8bd6fcfc86a2cde3ccb4bc9d28a18003d \
+    --hash=sha256:e51d046cf6dda98a4633b8a8a771451107413b0f07183b2bef03f075599e44e6 \
+    --hash=sha256:f24b47993a9d8cb858429e97bdf8544c78029f09b520af615c1d261bf827001d
     # via
     #   -r requirements.in
     #   pytest-ruff
@@ -1881,9 +1950,9 @@ scipy-stubs==1.15.3.0 \
     --hash=sha256:a251254cf4fd6e7fb87c55c1feee92d32ddbc1f542ecdf6a0159cdb81c2fb62d \
     --hash=sha256:e8f76c9887461cf9424c1e2ad78ea5dac71dd4cbb383dc85f91adfe8f74d1e17
     # via -r requirements.in
-secretstorage==3.4.0 \
-    --hash=sha256:0e3b6265c2c63509fb7415717607e4b2c9ab767b7f344a57473b779ca13bd02e \
-    --hash=sha256:c46e216d6815aff8a8a18706a2fbfd8d53fcbb0dce99301881687a1b0289ef7c
+secretstorage==3.5.0 \
+    --hash=sha256:0ce65888c0725fcb2c5bc0fdb8e5438eece02c523557ea40ce0703c266248137 \
+    --hash=sha256:f04b8e4689cbce351744d5537bf6b1329c6fc68f91fa666f60a380edddcd11be
     # via -r requirements.in
 six==1.17.0 \
     --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
@@ -1897,37 +1966,43 @@ smmap==5.0.2 \
     # via
     #   -r requirements.in
     #   gitdb
-statsmodels==0.14.5 \
-    --hash=sha256:128872be8f3208f4446d91ea9e4261823902fc7997fee7e1a983eb62fd3b7c6e \
-    --hash=sha256:145bc39b2cb201efb6c83cc3f2163c269e63b0d4809801853dec6f440bd3bc37 \
-    --hash=sha256:1cab9e6fce97caf4239cdb2df375806937da5d0b7ba2699b13af33a07f438464 \
-    --hash=sha256:1e9742d8a5ac38a3bfc4b7f4b0681903920f20cbbf466d72b1fd642033846108 \
-    --hash=sha256:26c028832730aebfbfd4e7501694e1f9ad31ec8536e776716673f4e7afd4059a \
-    --hash=sha256:2a06bca03b7a492f88c8106103ab75f1a5ced25de90103a89f3a287518017939 \
-    --hash=sha256:37e7364a39f9aa3b51d15a208c2868b90aadb8412f868530f5cba9197cb00eaa \
-    --hash=sha256:4263d7f4d0f1d5ac6eb4db22e1ee34264a14d634b9332c975c9d9109b6b46e12 \
-    --hash=sha256:4a060c7e0841c549c8ce2825fd6687e6757e305d9c11c9a73f6c5a0ce849bb69 \
-    --hash=sha256:4b7091a8442076c708c926de3603653a160955e80a2b6d931475b7bb8ddc02e5 \
-    --hash=sha256:4e5e26b21d2920905764fb0860957d08b5ba2fae4466ef41b1f7c53ecf9fc7fa \
-    --hash=sha256:56da20def5350d676388213a330fd40ed15d0e8dd0bb1b92c0e4b0f2a65d3ad2 \
-    --hash=sha256:5a085d47c8ef5387279a991633883d0e700de2b0acc812d7032d165888627bef \
-    --hash=sha256:6264fb00e02f858b86bd01ef2dc05055a71d4a0cc7551b9976b07b0f0e6cf24f \
-    --hash=sha256:86224f6e36f38486e471e75759d241fe2912d8bc25ab157d54ee074c6aedbf45 \
-    --hash=sha256:906263134dd1a640e55ecb01fda4a9be7b9e08558dba9e4c4943a486fdb0c9c8 \
-    --hash=sha256:9118f76344f77cffbb3a9cbcff8682b325be5eed54a4b3253e09da77a74263d3 \
-    --hash=sha256:9dc4ee159070557c9a6c000625d85f653de437772fe7086857cff68f501afe45 \
-    --hash=sha256:9f866b2ebb2904b47c342d00def83c526ef2eb1df6a9a3c94ba5fe63d0005aec \
-    --hash=sha256:9fc2b5cdc0c95cba894849651fec1fa1511d365e3eb72b0cc75caac44077cd48 \
-    --hash=sha256:afb37ca1d70d99b5fd876e8574ea46372298ae0f0a8b17e4cf0a9afd2373ae62 \
-    --hash=sha256:b23b8f646dd78ef5e8d775d879208f8dc0a73418b41c16acac37361ff9ab7738 \
-    --hash=sha256:b2ed065bfbaf8bb214c7201656df840457c2c8c65e1689e3eb09dc7440f9c61c \
-    --hash=sha256:b8d96b0bbaeabd3a557c35cc7249baa9cfbc6dd305c32a9f2cbdd7f46c037e7f \
-    --hash=sha256:c3dd760a6fa80cd5e0371685c697bb9c2c0e6e1f394d975e596a1e6d0bbb9372 \
-    --hash=sha256:d7c14fb2617bb819fb2532e1424e1da2b98a3419a80e95f33365a72d437d474e \
-    --hash=sha256:de260e58cccfd2ceddf835b55a357233d6ca853a1aa4f90f7553a52cc71c6ddf \
-    --hash=sha256:ec56f771d9529cdc17ed2fb2a950d100b6e83a7c5372aae8ac5bb065c474b856 \
-    --hash=sha256:f2ad5aee04ae7196c429df2174df232c057e478c5fa63193d01c8ec9aae04d31 \
-    --hash=sha256:f402fc793458dd6d96e099acb44cd1de1428565bf7ef3030878a8daff091f08a
+statsmodels==0.14.6 \
+    --hash=sha256:00781869991f8f02ad3610da6627fd26ebe262210287beb59761982a8fa88cae \
+    --hash=sha256:0444e88557df735eda7db330806fe09d51c9f888bb1f5906cb3a61fb1a3ed4a8 \
+    --hash=sha256:06eec42d682fdb09fe5d70a05930857efb141754ec5a5056a03304c1b5e32fd9 \
+    --hash=sha256:0f52ef0f0b63b8fd11e1ef1c2a1e73a410720b8715c9a83a26d733b6815597fe \
+    --hash=sha256:109012088b3e370080846ab053c76d125268631410142daad2f8c10770e8e8d9 \
+    --hash=sha256:151b73e29f01fe619dbce7f66d61a356e9d1fe5e906529b78807df9189c37721 \
+    --hash=sha256:19b58cf7474aa9e7e3b0771a66537148b2df9b5884fbf156096c0e6c1ff0469d \
+    --hash=sha256:26d4f0ed3b31f3c86f83a92f5c1f5cbe63fc992cd8915daf28ca49be14463a1c \
+    --hash=sha256:2738a00fca51196f5a7d44b06970ace6b8b30289839e4808d656f8a98e35faa7 \
+    --hash=sha256:3414e40c073d725007a6603a18247ab7af3467e1af4a5e5a24e4c27bc26673b4 \
+    --hash=sha256:341fa68a7403e10a95c7b6e41134b0da3a7b835ecff1eb266294408535a06eb6 \
+    --hash=sha256:3bef39f8587754f2d644b2e831e102fa08ace9a5a1af4b583b122e6fd3e083ab \
+    --hash=sha256:47ee7af083623d2091954fa71c7549b8443168f41b7c5dce66510274c50fd73e \
+    --hash=sha256:4d0c1b0f9f6915619e2a0d3853e5763d4d66876892ad352e7d7b93a737556978 \
+    --hash=sha256:4d17873d3e607d398b85126cd4ed7aad89e4e9d89fc744cdab1af3189a996c2a \
+    --hash=sha256:6ad5c2810fc6c684254a7792bf1cbaf1606cdee2a253f8bd259c43135d87cfb4 \
+    --hash=sha256:730f3297b26749b216a06e4327fe0be59b8d05f7d594fb6caff4287b69654589 \
+    --hash=sha256:73f305fbf31607b35ce919fae636ab8b80d175328ed38fdc6f354e813b86ee37 \
+    --hash=sha256:8021271a79f35b842c02a1794465a651a9d06ec2080f76ebc3b7adce77d08233 \
+    --hash=sha256:81e7dcc5e9587f2567e52deaff5220b175bf2f648951549eae5fc9383b62bc37 \
+    --hash=sha256:89ee7d595f5939cc20bf946faedcb5137d975f03ae080f300ebb4398f16a5bd4 \
+    --hash=sha256:9e0fc891d6358bf376cc0ae1fee10a650478172ae9ba359daba1785fc496cd1a \
+    --hash=sha256:9e8d2e519852adb1b420e018f5ac6e6684b2b877478adf7fda2cfdb58f5acb5d \
+    --hash=sha256:a3764ba8195c9baf0925a96da0743ff218067a269f01d155ca3558deed2658ca \
+    --hash=sha256:a518d3f9889ef920116f9fa56d0338069e110f823926356946dae83bc9e33e19 \
+    --hash=sha256:aa60d82e29fcd0a736e86feb63a11d2380322d77a9369a54be8b0965a3985f71 \
+    --hash=sha256:b328eafa86a2a67303fdb1d25677d15b70cd2a5229aabec7670ec5ea840f1375 \
+    --hash=sha256:b5eb07acd115aa6208b4058211138393a7e6c2cf12b6f213ede10f658f6a714f \
+    --hash=sha256:bdf1dfe2a3ca56f5529118baf33a13efed2783c528f4a36409b46bbd2d9d48eb \
+    --hash=sha256:d8c00a42863e4f4733ac9d078bbfad816249c01451740e6f5053ecc7db6d6368 \
+    --hash=sha256:e443e7077a6e2d3faeea72f5a92c9f12c63722686eb80bb40a0f04e4a7e267ad \
+    --hash=sha256:e83a9abe653835da3b37fb6ae04b45480c1de11b3134bd40b09717192a1456ea \
+    --hash=sha256:e93bd5d220f3cb6fc5fc1bffd5b094966cab8ee99f6c57c02e95710513d6ac3f \
+    --hash=sha256:f1c08befa85e93acc992b72a390ddb7bd876190f1360e61d10cf43833463bc9c \
+    --hash=sha256:f4ff0649a2df674c7ffb6fa1a06bffdb82a6adf09a48e90e000a15a6aaa734b0 \
+    --hash=sha256:fe76140ae7adc5ff0e60a3f0d56f4fffef484efa803c3efebf2fcd734d72ecb5
     # via
     #   -r requirements.in
     #   plotnine
@@ -1985,9 +2060,9 @@ tomli==2.3.0 \
     #   coverage
     #   mypy
     #   pytest
-types-pytz==2025.2.0.20250809 \
-    --hash=sha256:222e32e6a29bb28871f8834e8785e3801f2dc4441c715cd2082b271eecbe21e5 \
-    --hash=sha256:4f55ed1b43e925cf851a756fe1707e0f5deeb1976e15bf844bcaa025e8fbd0db
+types-pytz==2025.2.0.20251108 \
+    --hash=sha256:0f1c9792cab4eb0e46c52f8845c8f77cf1e313cb3d68bf826aa867fe4717d91c \
+    --hash=sha256:fca87917836ae843f07129567b74c1929f1870610681b4c92cb86a3df5817bdb
     # via
     #   -r requirements.in
     #   pandas-stubs
@@ -2015,127 +2090,127 @@ typing-inspection==0.4.2 \
     # via
     #   -r requirements.in
     #   pydantic
-tzdata==2025.2 \
-    --hash=sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8 \
-    --hash=sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9
+tzdata==2025.3 \
+    --hash=sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1 \
+    --hash=sha256:de39c2ca5dc7b0344f2eba86f49d614019d29f060fc4ebc8a417896a620b56a7
     # via
     #   -r requirements.in
     #   faker
     #   pandas
-urllib3==2.5.0 \
-    --hash=sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760 \
-    --hash=sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc
+urllib3==2.6.3 \
+    --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \
+    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
     # via
     #   -r requirements.in
     #   requests
-wrapt==2.0.0 \
-    --hash=sha256:02482fb0df89857e35427dfb844319417e14fae05878f295ee43fa3bf3b15502 \
-    --hash=sha256:028f19ec29e204fe725139d4a8b09f77ecfb64f8f02b7ab5ee822c85e330b68b \
-    --hash=sha256:03442f2b45fa3f2b98a94a1917f52fb34670de8f96c0a009c02dbd512d855a3d \
-    --hash=sha256:04c7c8393f25b11c0faa5d907dd9eb462e87e4e7ba55e308a046d7ed37f4bbe2 \
-    --hash=sha256:04f7a5f92c5f7324a1735043cc467b1295a1c5b4e0c1395472b7c44706e3dc61 \
-    --hash=sha256:057f02c13cce7b26c79624c06a3e1c2353e6dc9708525232232f6768118042ca \
-    --hash=sha256:06b78cb6b9320f57737a52fede882640d93cface98332d1a3df0c5696ec9ae9f \
-    --hash=sha256:094d348ce7e6ce37bf6ed9a6ecc11886c96f447b3ffebc7539ca197daa9a997e \
-    --hash=sha256:0a921b657a224e40e4bc161b5d33934583b34f0c9c5bdda4e6ac66f9d2fcb849 \
-    --hash=sha256:0b9ad4fab76a0086dc364c4f17f39ad289600e73ef5c6e9ab529aff22cac1ac3 \
-    --hash=sha256:1147a84c8fc852426580af8b6e33138461ddbc65aa459a25ea539374d32069fa \
-    --hash=sha256:12c37784b77bf043bf65cc96c7195a5db474b8e54173208af076bdbb61df7b3e \
-    --hash=sha256:1316972a72c67936a07dbb48e2464356d91dd9674335aaec087b60094d87750b \
-    --hash=sha256:1724dd7b84d419c80ba839da81ad78b02ac30df626e5aefcb18e94632a965f13 \
-    --hash=sha256:17ba1bdc52d0c783481850996aa26cea5237720769197335abea2ae6b4c23bc0 \
-    --hash=sha256:17d0b5c42495ba142a1cee52b76414f9210591c84aae94dffda70240753bfb3c \
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+    --hash=sha256:b89ef9223d665ab255ae42cc282d27d69704d94be0deffc8b9d919179a609684 \
+    --hash=sha256:be9e84e91d6497ba62594158d3d31ec0486c60055c49179edc51ee43d095f79c \
+    --hash=sha256:bf4cb76f36be5de950ce13e22e7fdf462b35b04665a12b64f3ac5c1bbbcf3728 \
+    --hash=sha256:bfb5539005259f8127ea9c885bdc231978c06b7a980e63a8a61c8c4c979719d0 \
+    --hash=sha256:c046781d422f0830de6329fa4b16796096f28a92c8aef3850674442cdcb87b7f \
+    --hash=sha256:c1be685ac7700c966b8610ccc63c3187a72e33cab53526a27b2a285a662cd4f7 \
+    --hash=sha256:c1c91405fcf1d501fa5d55df21e58ea49e6b879ae829f1039faaf7e5e509b41e \
+    --hash=sha256:c235095d6d090aa903f1db61f892fffb779c1eaeb2a50e566b52001f7a0f66ed \
+    --hash=sha256:c4012a2bd37059d04f8209916aa771dfb564cccb86079072bdcd48a308b6a5c5 \
+    --hash=sha256:c5ef2f2b8a53b7caee2f797ef166a390fef73979b15778a4a153e4b5fedce8fa \
+    --hash=sha256:c654eafb01afac55246053d67a4b9a984a3567c3808bb7df2f8de1c1caba2e1c \
+    --hash=sha256:c8d60527d1ecfc131426b10d93ab5d53e08a09c5fa0175f6b21b3252080c70a9 \
+    --hash=sha256:c9e850f5b7fc67af856ff054c71690d54fa940c3ef74209ad9f935b4f66a0233 \
+    --hash=sha256:cbeb0971e13b4bd81d34169ed57a6dda017328d1a22b62fda45e1d21dd06148f \
+    --hash=sha256:d1a8a09a004ef100e614beec82862d11fc17d601092c3599afd22b1f36e4137e \
+    --hash=sha256:d67956c676be5a24102c7407a71f4126d30de2a569a1c7871c9f3cabc94225d7 \
+    --hash=sha256:d6cc985b9c8b235bd933990cdbf0f891f8e010b65a3911f7a55179cd7b0fc57b \
+    --hash=sha256:d7b822c61ed04ee6ad64bc90d13368ad6eb094db54883b5dde2182f67a7f22c0 \
+    --hash=sha256:df0b6d3b95932809c5b3fecc18fda0f1e07452d05e2662a0b35548985f256e28 \
+    --hash=sha256:e042d653a4745be832d5aa190ff80ee4f02c34b21f4b785745eceacd0907b815 \
+    --hash=sha256:e2f84e9af2060e3904a32cea9bb6db23ce3f91cfd90c6b426757cf7cc01c45c7 \
+    --hash=sha256:e3612dc06b436968dfb9142c62e5dfa9eb5924f91120b3c8ff501ad878f90eb3 \
+    --hash=sha256:e505629359cb5f751e16e30cf3f91a1d3ddb4552480c205947da415d597f7ac2 \
+    --hash=sha256:e60690ba71a57424c8d9ff28f8d006b7ad7772c22a4af432188572cd7fa004a1 \
+    --hash=sha256:e76e3f91f864e89db8b8d2a8311d57df93f01ad6bb1e9b9976d1f2e83e18315c \
+    --hash=sha256:eb7cffe572ad0a141a7886a1d2efa5bef0bf7fe021deeea76b3ab334d2c38218 \
+    --hash=sha256:ec65a78fbd9d6f083a15d7613b2800d5663dbb6bb96003899c834beaa68b242c \
+    --hash=sha256:eda8e4ecd662d48c28bb86be9e837c13e45c58b8300e43ba3c9b4fa9900302f7 \
+    --hash=sha256:f26f8e2ca19564e2e1fdbb6a0e47f36e0efbab1acc31e15471fad88f828c75f6 \
+    --hash=sha256:f49027b0b9503bf6c8cdc297ca55006b80c2f5dd36cecc72c6835ab6e10e8a25 \
+    --hash=sha256:f73f9f7a0ebd0db139253d27e5fc8d2866ceaeef19c30ab5d69dcbe35e1a6981 \
+    --hash=sha256:fa4184e74197af3adad3c889a1af95b53bb0466bced92ea99a0c014e48323eec \
+    --hash=sha256:fb1a5b72cbd751813adc02ef01ada0b0d05d3dcbc32976ce189a1279d80ad4a2 \
+    --hash=sha256:fb3a86e703868561c5cad155a15c36c716e1ab513b7065bd2ac8ed353c503333 \
+    --hash=sha256:fc007fdf480c77301ab1afdbb6ab22a5deee8885f3b1ed7afcb7e5e84a0e27be \
+    --hash=sha256:fe21b118b9f58859b5ebaa4b130dee18669df4bd111daad082b7beb8799ad16b \
+    --hash=sha256:fec0d993ecba3991645b4857837277469c8cc4c554a7e24d064d1ca291cfb81f
     # via
     #   -r requirements.in
     #   formulaic