diff --git a/.env.example b/.env.example
index bf03a449..f533bf69 100644
--- a/.env.example
+++ b/.env.example
@@ -30,6 +30,16 @@ PERF_RESOURCE_LIST=students studentschoolassociations studenteducationorganizati
 PERF_API_PAGE_SIZE=402
 PERF_DESCRIPTION=
 
+#
+## Query performance testing
+#
+# Test mode: paging, query, or both (default: both)
+PERF_QUERY_TEST_MODE=both
+# Maximum number of resources to test for query performance (default: 10)
+PERF_QUERY_RESOURCE_COUNT=10
+# Maximum number of query parameter combinations to test per resource (default: 50)
+PERF_QUERY_COMBINATIONS_LIMIT=50
+
 #
 ## Performance testing
 #
diff --git a/TestRunner.psm1 b/TestRunner.psm1
index f54f99ae..b5d6df0c 100644
--- a/TestRunner.psm1
+++ b/TestRunner.psm1
@@ -499,52 +499,129 @@ function Invoke-TestRunner {
 
         if($testSuite -eq 'pagevolume') {
             $outputDir = Resolve-Path $testKitOutputPath
-            Push-Location ./src/edfi-paging-test
-
-            try {
-                Write-DebugLog "Executing: poetry install" -LogLevel $logLevel
-                &poetry install
+            
+            # Get test mode configuration
+            $testMode = Get-ConfigValue -Config $Config -Key "PERF_QUERY_TEST_MODE" -Optional
+            if ($null -eq $testMode) {
+                $testMode = "both"
+            }
+            
+            # Get query-specific configuration parameters
+            $queryResourceCount = Get-ConfigValue -Config $Config -Key "PERF_QUERY_RESOURCE_COUNT" -Optional
+            $queryCombinationsLimit = Get-ConfigValue -Config $Config -Key "PERF_QUERY_COMBINATIONS_LIMIT" -Optional
+            
+            Write-InfoLog "Running page volume tests in mode: $testMode"
+            
+            # Execute paging tests (if mode is 'paging' or 'both')
+            if ($testMode -eq "paging" -or $testMode -eq "both") {
+                Write-InfoLog "Executing paging tests..."
+                Push-Location ./src/edfi-paging-test
+
+                try {
+                    Write-DebugLog "Executing: poetry install" -LogLevel $logLevel
+                    &poetry install
+
+                    $command = "poetry run python edfi_paging_test --baseUrl $url --key  $key --secret $secret --output $outputDir"
+                    if ($connectionLimit) {
+                        $command += " --connectionLimit  $connectionLimit"
+                    }
+                    if ($contentType) {
+                        $command += " --contentType  $contentType"
+                    }
+                    if ($resourceList) {
+                        $command += " --resourceList $resourceList"
+                    }
+                    if ($pageSize) {
+                        $command += " --pageSize $pageSize"
+                    }
+                    if ($logLevel) {
+                        $command += " --logLevel $logLevel"
+                    }
+                    if ($description) {
+                        $command += " --description '$description - Paging Tests'"
+                    }
+                    if ($insecure) {
+                        $command += " --ignoreCertificateErrors"
+                    }
 
-                $command = "poetry run python edfi_paging_test --baseUrl $url --key  $key --secret $secret --output $outputDir"
-                if ($connectionLimit) {
-                    $command += " --connectionLimit  $connectionLimit"
-                }
-                if ($contentType) {
-                    $command += " --contentType  $contentType"
+                    Write-DebugLog "Executing: $command" -LogLevel $logLevel
+                    Invoke-Expression -Command $command
                 }
-                if ($resourceList) {
-                    $command += " --resourceList $resourceList"
+                catch {
+                    Write-ErrorLog "Error executing paging tests: $($_.Exception.Message)"
+                    $formatstring = "{0} : {1}`n{2}`n" +
+                        "    + CategoryInfo          : {3}`n" +
+                        "    + FullyQualifiedErrorId : {4}`n"
+                    $fields = $_.InvocationInfo.MyCommand.Name,
+                            $_.ErrorDetails.Message,
+                            $_.InvocationInfo.PositionMessage,
+                            $_.CategoryInfo.ToString(),
+                            $_.FullyQualifiedErrorId
+                    Write-ErrorLog ($formatstring -f $fields)
                 }
-                if ($pageSize) {
-                    $command += " --pageSize $pageSize"
+                finally {
+                    Pop-Location
                 }
-                if ($logLevel) {
-                    $command += " --logLevel $logLevel"
+            }
+            
+            # Execute query tests (if mode is 'query' or 'both')
+            if ($testMode -eq "query" -or $testMode -eq "both") {
+                Write-InfoLog "Executing query tests..."
+                Push-Location ./src/edfi-query-test
+
+                try {
+                    Write-DebugLog "Executing: poetry install" -LogLevel $logLevel
+                    &poetry install
+
+                    $command = "poetry run python edfi_query_test --baseUrl $url --key  $key --secret $secret --output $outputDir"
+                    if ($connectionLimit) {
+                        $command += " --connectionLimit  $connectionLimit"
+                    }
+                    if ($contentType) {
+                        $command += " --contentType  $contentType"
+                    }
+                    if ($resourceList) {
+                        $command += " --resourceList $resourceList"
+                    }
+                    if ($pageSize) {
+                        $command += " --pageSize $pageSize"
+                    }
+                    if ($logLevel) {
+                        $command += " --logLevel $logLevel"
+                    }
+                    if ($description) {
+                        $command += " --description '$description - Query Tests'"
+                    } else {
+                        $command += " --description 'Query Performance Tests'"
+                    }
+                    if ($insecure) {
+                        $command += " --ignoreCertificateErrors"
+                    }
+                    if ($queryResourceCount) {
+                        $command += " --resourceCount $queryResourceCount"
+                    }
+                    if ($queryCombinationsLimit) {
+                        $command += " --combinationsLimit $queryCombinationsLimit"
+                    }
+
+                    Write-DebugLog "Executing: $command" -LogLevel $logLevel
+                    Invoke-Expression -Command $command
                 }
-                if ($description) {
-                    $command += " --description '$description'"
+                catch {
+                    Write-ErrorLog "Error executing query tests: $($_.Exception.Message)"
+                    $formatstring = "{0} : {1}`n{2}`n" +
+                        "    + CategoryInfo          : {3}`n" +
+                        "    + FullyQualifiedErrorId : {4}`n"
+                    $fields = $_.InvocationInfo.MyCommand.Name,
+                            $_.ErrorDetails.Message,
+                            $_.InvocationInfo.PositionMessage,
+                            $_.CategoryInfo.ToString(),
+                            $_.FullyQualifiedErrorId
+                    Write-ErrorLog ($formatstring -f $fields)
                 }
-                if ($insecure) {
-                    $command += " --ignoreCertificateErrors"
+                finally {
+                    Pop-Location
                 }
-
-                Write-DebugLog "Executing: $command" -LogLevel $logLevel
-                Invoke-Expression -Command $command
-            }
-            catch {
-                Write-ErrorLog $_.Exception.Message
-                $formatstring = "{0} : {1}`n{2}`n" +
-                    "    + CategoryInfo          : {3}`n" +
-                    "    + FullyQualifiedErrorId : {4}`n"
-                $fields = $_.InvocationInfo.MyCommand.Name,
-                        $_.ErrorDetails.Message,
-                        $_.InvocationInfo.PositionMessage,
-                        $_.CategoryInfo.ToString(),
-                        $_.FullyQualifiedErrorId
-                Write-ErrorLog ($formatstring -f $fields)
-            }
-            finally {
-                Pop-Location
             }
         }
         else{
@@ -829,7 +906,16 @@ function Initialize-TestRunner {
 }
 
 function Invoke-PageVolumeTests {
+    param(
+        [ValidateSet("paging", "query", "both")]
+        [string]
+        $TestMode = "both"
+    )
+    
     $config = Initialize-TestRunner
+    
+    # Add test mode to configuration
+    Set-ConfigValue -Config $config -Key "PERF_QUERY_TEST_MODE" -Value $TestMode
 
     Invoke-TestRunner `
         -TestSuite pagevolume `
diff --git a/run-tests.ps1 b/run-tests.ps1
index 4706f34b..8b2bb401 100644
--- a/run-tests.ps1
+++ b/run-tests.ps1
@@ -7,13 +7,17 @@ param(
     [string]
     [Parameter(Mandatory=$True)]
     [ValidateSet("paging", "pipeclean", "volume", "changequeries", "stress", "soak")]
-    $Type
+    $Type,
+    
+    [ValidateSet("paging", "query", "both")]
+    [string]
+    $TestMode = "both"
 )
 
 Import-Module .\TestRunner.psm1 -Force
 
 switch ($Type) {
-    "paging" { Invoke-PageVolumeTests }
+    "paging" { Invoke-PageVolumeTests -TestMode $TestMode }
     "pipeclean" { Invoke-PipecleanTests }
     "volume" { Invoke-VolumeTests }
     "stress" { Invoke-StressTests }
diff --git a/src/edfi-paging-test/poetry.lock b/src/edfi-paging-test/poetry.lock
index 3989086b..561a5134 100644
--- a/src/edfi-paging-test/poetry.lock
+++ b/src/edfi-paging-test/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.4 and should not be changed by hand.
 
 [[package]]
 name = "attrs"
@@ -6,18 +6,19 @@ version = "25.3.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
 
 [package.extras]
-benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
 docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
-tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
+tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""]
 
 [[package]]
 name = "black"
@@ -25,6 +26,7 @@ version = "24.10.0"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "black-24.10.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e6668650ea4b685440857138e5fe40cde4d652633b1bdffc62933d0db4ed9812"},
     {file = "black-24.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1c536fcf674217e87b8cc3657b81809d3c085d7bf3ef262ead700da345bfa6ea"},
@@ -67,114 +69,103 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "certifi"
-version = "2025.4.26"
+version = "2025.8.3"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
-    {file = "certifi-2025.4.26-py3-none-any.whl", hash = "sha256:30350364dfe371162649852c63336a15c70c6510c2ad5015b21c2345311805f3"},
-    {file = "certifi-2025.4.26.tar.gz", hash = "sha256:0a816057ea3cdefcef70270d2c515e4506bbc954f417fa5ade2021213bb8f0c6"},
+    {file = "certifi-2025.8.3-py3-none-any.whl", hash = "sha256:f6c12493cfb1b06ba2ff328595af9350c65d6644968e5d3a2ffd78699af217a5"},
+    {file = "certifi-2025.8.3.tar.gz", hash = "sha256:e564105f78ded564e3ae7c923924435e1daa7463faeab5bb932bc53ffae63407"},
 ]
 
 [[package]]
 name = "charset-normalizer"
-version = "3.4.2"
+version = "3.4.3"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
-    {file = "charset_normalizer-3.4.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7c48ed483eb946e6c04ccbe02c6b4d1d48e51944b6db70f697e089c193404941"},
-    {file = "charset_normalizer-3.4.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b2d318c11350e10662026ad0eb71bb51c7812fc8590825304ae0bdd4ac283acd"},
-    {file = "charset_normalizer-3.4.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9cbfacf36cb0ec2897ce0ebc5d08ca44213af24265bd56eca54bee7923c48fd6"},
-    {file = "charset_normalizer-3.4.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:18dd2e350387c87dabe711b86f83c9c78af772c748904d372ade190b5c7c9d4d"},
-    {file = "charset_normalizer-3.4.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8075c35cd58273fee266c58c0c9b670947c19df5fb98e7b66710e04ad4e9ff86"},
-    {file = "charset_normalizer-3.4.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5bf4545e3b962767e5c06fe1738f951f77d27967cb2caa64c28be7c4563e162c"},
-    {file = "charset_normalizer-3.4.2-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:7a6ab32f7210554a96cd9e33abe3ddd86732beeafc7a28e9955cdf22ffadbab0"},
-    {file = "charset_normalizer-3.4.2-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:b33de11b92e9f75a2b545d6e9b6f37e398d86c3e9e9653c4864eb7e89c5773ef"},
-    {file = "charset_normalizer-3.4.2-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:8755483f3c00d6c9a77f490c17e6ab0c8729e39e6390328e42521ef175380ae6"},
-    {file = "charset_normalizer-3.4.2-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:68a328e5f55ec37c57f19ebb1fdc56a248db2e3e9ad769919a58672958e8f366"},
-    {file = "charset_normalizer-3.4.2-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:21b2899062867b0e1fde9b724f8aecb1af14f2778d69aacd1a5a1853a597a5db"},
-    {file = "charset_normalizer-3.4.2-cp310-cp310-win32.whl", hash = "sha256:e8082b26888e2f8b36a042a58307d5b917ef2b1cacab921ad3323ef91901c71a"},
-    {file = "charset_normalizer-3.4.2-cp310-cp310-win_amd64.whl", hash = "sha256:f69a27e45c43520f5487f27627059b64aaf160415589230992cec34c5e18a509"},
-    {file = "charset_normalizer-3.4.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:be1e352acbe3c78727a16a455126d9ff83ea2dfdcbc83148d2982305a04714c2"},
-    {file = "charset_normalizer-3.4.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:aa88ca0b1932e93f2d961bf3addbb2db902198dca337d88c89e1559e066e7645"},
-    {file = "charset_normalizer-3.4.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d524ba3f1581b35c03cb42beebab4a13e6cdad7b36246bd22541fa585a56cccd"},
-    {file = "charset_normalizer-3.4.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:28a1005facc94196e1fb3e82a3d442a9d9110b8434fc1ded7a24a2983c9888d8"},
-    {file = "charset_normalizer-3.4.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fdb20a30fe1175ecabed17cbf7812f7b804b8a315a25f24678bcdf120a90077f"},
-    {file = "charset_normalizer-3.4.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0f5d9ed7f254402c9e7d35d2f5972c9bbea9040e99cd2861bd77dc68263277c7"},
-    {file = "charset_normalizer-3.4.2-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:efd387a49825780ff861998cd959767800d54f8308936b21025326de4b5a42b9"},
-    {file = "charset_normalizer-3.4.2-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:f0aa37f3c979cf2546b73e8222bbfa3dc07a641585340179d768068e3455e544"},
-    {file = "charset_normalizer-3.4.2-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:e70e990b2137b29dc5564715de1e12701815dacc1d056308e2b17e9095372a82"},
-    {file = "charset_normalizer-3.4.2-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:0c8c57f84ccfc871a48a47321cfa49ae1df56cd1d965a09abe84066f6853b9c0"},
-    {file = "charset_normalizer-3.4.2-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:6b66f92b17849b85cad91259efc341dce9c1af48e2173bf38a85c6329f1033e5"},
-    {file = "charset_normalizer-3.4.2-cp311-cp311-win32.whl", hash = "sha256:daac4765328a919a805fa5e2720f3e94767abd632ae410a9062dff5412bae65a"},
-    {file = "charset_normalizer-3.4.2-cp311-cp311-win_amd64.whl", hash = "sha256:e53efc7c7cee4c1e70661e2e112ca46a575f90ed9ae3fef200f2a25e954f4b28"},
-    {file = "charset_normalizer-3.4.2-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:0c29de6a1a95f24b9a1aa7aefd27d2487263f00dfd55a77719b530788f75cff7"},
-    {file = "charset_normalizer-3.4.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cddf7bd982eaa998934a91f69d182aec997c6c468898efe6679af88283b498d3"},
-    {file = "charset_normalizer-3.4.2-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:fcbe676a55d7445b22c10967bceaaf0ee69407fbe0ece4d032b6eb8d4565982a"},
-    {file = "charset_normalizer-3.4.2-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d41c4d287cfc69060fa91cae9683eacffad989f1a10811995fa309df656ec214"},
-    {file = "charset_normalizer-3.4.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4e594135de17ab3866138f496755f302b72157d115086d100c3f19370839dd3a"},
-    {file = "charset_normalizer-3.4.2-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:cf713fe9a71ef6fd5adf7a79670135081cd4431c2943864757f0fa3a65b1fafd"},
-    {file = "charset_normalizer-3.4.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a370b3e078e418187da8c3674eddb9d983ec09445c99a3a263c2011993522981"},
-    {file = "charset_normalizer-3.4.2-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:a955b438e62efdf7e0b7b52a64dc5c3396e2634baa62471768a64bc2adb73d5c"},
-    {file = "charset_normalizer-3.4.2-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:7222ffd5e4de8e57e03ce2cef95a4c43c98fcb72ad86909abdfc2c17d227fc1b"},
-    {file = "charset_normalizer-3.4.2-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:bee093bf902e1d8fc0ac143c88902c3dfc8941f7ea1d6a8dd2bcb786d33db03d"},
-    {file = "charset_normalizer-3.4.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:dedb8adb91d11846ee08bec4c8236c8549ac721c245678282dcb06b221aab59f"},
-    {file = "charset_normalizer-3.4.2-cp312-cp312-win32.whl", hash = "sha256:db4c7bf0e07fc3b7d89ac2a5880a6a8062056801b83ff56d8464b70f65482b6c"},
-    {file = "charset_normalizer-3.4.2-cp312-cp312-win_amd64.whl", hash = "sha256:5a9979887252a82fefd3d3ed2a8e3b937a7a809f65dcb1e068b090e165bbe99e"},
-    {file = "charset_normalizer-3.4.2-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:926ca93accd5d36ccdabd803392ddc3e03e6d4cd1cf17deff3b989ab8e9dbcf0"},
-    {file = "charset_normalizer-3.4.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:eba9904b0f38a143592d9fc0e19e2df0fa2e41c3c3745554761c5f6447eedabf"},
-    {file = "charset_normalizer-3.4.2-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3fddb7e2c84ac87ac3a947cb4e66d143ca5863ef48e4a5ecb83bd48619e4634e"},
-    {file = "charset_normalizer-3.4.2-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:98f862da73774290f251b9df8d11161b6cf25b599a66baf087c1ffe340e9bfd1"},
-    {file = "charset_normalizer-3.4.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c9379d65defcab82d07b2a9dfbfc2e95bc8fe0ebb1b176a3190230a3ef0e07c"},
-    {file = "charset_normalizer-3.4.2-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e635b87f01ebc977342e2697d05b56632f5f879a4f15955dfe8cef2448b51691"},
-    {file = "charset_normalizer-3.4.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:1c95a1e2902a8b722868587c0e1184ad5c55631de5afc0eb96bc4b0d738092c0"},
-    {file = "charset_normalizer-3.4.2-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:ef8de666d6179b009dce7bcb2ad4c4a779f113f12caf8dc77f0162c29d20490b"},
-    {file = "charset_normalizer-3.4.2-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:32fc0341d72e0f73f80acb0a2c94216bd704f4f0bce10aedea38f30502b271ff"},
-    {file = "charset_normalizer-3.4.2-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:289200a18fa698949d2b39c671c2cc7a24d44096784e76614899a7ccf2574b7b"},
-    {file = "charset_normalizer-3.4.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:4a476b06fbcf359ad25d34a057b7219281286ae2477cc5ff5e3f70a246971148"},
-    {file = "charset_normalizer-3.4.2-cp313-cp313-win32.whl", hash = "sha256:aaeeb6a479c7667fbe1099af9617c83aaca22182d6cf8c53966491a0f1b7ffb7"},
-    {file = "charset_normalizer-3.4.2-cp313-cp313-win_amd64.whl", hash = "sha256:aa6af9e7d59f9c12b33ae4e9450619cf2488e2bbe9b44030905877f0b2324980"},
-    {file = "charset_normalizer-3.4.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1cad5f45b3146325bb38d6855642f6fd609c3f7cad4dbaf75549bf3b904d3184"},
-    {file = "charset_normalizer-3.4.2-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b2680962a4848b3c4f155dc2ee64505a9c57186d0d56b43123b17ca3de18f0fa"},
-    {file = "charset_normalizer-3.4.2-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:36b31da18b8890a76ec181c3cf44326bf2c48e36d393ca1b72b3f484113ea344"},
-    {file = "charset_normalizer-3.4.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f4074c5a429281bf056ddd4c5d3b740ebca4d43ffffe2ef4bf4d2d05114299da"},
-    {file = "charset_normalizer-3.4.2-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c9e36a97bee9b86ef9a1cf7bb96747eb7a15c2f22bdb5b516434b00f2a599f02"},
-    {file = "charset_normalizer-3.4.2-cp37-cp37m-musllinux_1_2_aarch64.whl", hash = "sha256:1b1bde144d98e446b056ef98e59c256e9294f6b74d7af6846bf5ffdafd687a7d"},
-    {file = "charset_normalizer-3.4.2-cp37-cp37m-musllinux_1_2_i686.whl", hash = "sha256:915f3849a011c1f593ab99092f3cecfcb4d65d8feb4a64cf1bf2d22074dc0ec4"},
-    {file = "charset_normalizer-3.4.2-cp37-cp37m-musllinux_1_2_ppc64le.whl", hash = "sha256:fb707f3e15060adf5b7ada797624a6c6e0138e2a26baa089df64c68ee98e040f"},
-    {file = "charset_normalizer-3.4.2-cp37-cp37m-musllinux_1_2_s390x.whl", hash = "sha256:25a23ea5c7edc53e0f29bae2c44fcb5a1aa10591aae107f2a2b2583a9c5cbc64"},
-    {file = "charset_normalizer-3.4.2-cp37-cp37m-musllinux_1_2_x86_64.whl", hash = "sha256:770cab594ecf99ae64c236bc9ee3439c3f46be49796e265ce0cc8bc17b10294f"},
-    {file = "charset_normalizer-3.4.2-cp37-cp37m-win32.whl", hash = "sha256:6a0289e4589e8bdfef02a80478f1dfcb14f0ab696b5a00e1f4b8a14a307a3c58"},
-    {file = "charset_normalizer-3.4.2-cp37-cp37m-win_amd64.whl", hash = "sha256:6fc1f5b51fa4cecaa18f2bd7a003f3dd039dd615cd69a2afd6d3b19aed6775f2"},
-    {file = "charset_normalizer-3.4.2-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:76af085e67e56c8816c3ccf256ebd136def2ed9654525348cfa744b6802b69eb"},
-    {file = "charset_normalizer-3.4.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e45ba65510e2647721e35323d6ef54c7974959f6081b58d4ef5d87c60c84919a"},
-    {file = "charset_normalizer-3.4.2-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:046595208aae0120559a67693ecc65dd75d46f7bf687f159127046628178dc45"},
-    {file = "charset_normalizer-3.4.2-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:75d10d37a47afee94919c4fab4c22b9bc2a8bf7d4f46f87363bcf0573f3ff4f5"},
-    {file = "charset_normalizer-3.4.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6333b3aa5a12c26b2a4d4e7335a28f1475e0e5e17d69d55141ee3cab736f66d1"},
-    {file = "charset_normalizer-3.4.2-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e8323a9b031aa0393768b87f04b4164a40037fb2a3c11ac06a03ffecd3618027"},
-    {file = "charset_normalizer-3.4.2-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:24498ba8ed6c2e0b56d4acbf83f2d989720a93b41d712ebd4f4979660db4417b"},
-    {file = "charset_normalizer-3.4.2-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:844da2b5728b5ce0e32d863af26f32b5ce61bc4273a9c720a9f3aa9df73b1455"},
-    {file = "charset_normalizer-3.4.2-cp38-cp38-musllinux_1_2_ppc64le.whl", hash = "sha256:65c981bdbd3f57670af8b59777cbfae75364b483fa8a9f420f08094531d54a01"},
-    {file = "charset_normalizer-3.4.2-cp38-cp38-musllinux_1_2_s390x.whl", hash = "sha256:3c21d4fca343c805a52c0c78edc01e3477f6dd1ad7c47653241cf2a206d4fc58"},
-    {file = "charset_normalizer-3.4.2-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:dc7039885fa1baf9be153a0626e337aa7ec8bf96b0128605fb0d77788ddc1681"},
-    {file = "charset_normalizer-3.4.2-cp38-cp38-win32.whl", hash = "sha256:8272b73e1c5603666618805fe821edba66892e2870058c94c53147602eab29c7"},
-    {file = "charset_normalizer-3.4.2-cp38-cp38-win_amd64.whl", hash = "sha256:70f7172939fdf8790425ba31915bfbe8335030f05b9913d7ae00a87d4395620a"},
-    {file = "charset_normalizer-3.4.2-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:005fa3432484527f9732ebd315da8da8001593e2cf46a3d817669f062c3d9ed4"},
-    {file = "charset_normalizer-3.4.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e92fca20c46e9f5e1bb485887d074918b13543b1c2a1185e69bb8d17ab6236a7"},
-    {file = "charset_normalizer-3.4.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:50bf98d5e563b83cc29471fa114366e6806bc06bc7a25fd59641e41445327836"},
-    {file = "charset_normalizer-3.4.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:721c76e84fe669be19c5791da68232ca2e05ba5185575086e384352e2c309597"},
-    {file = "charset_normalizer-3.4.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:82d8fd25b7f4675d0c47cf95b594d4e7b158aca33b76aa63d07186e13c0e0ab7"},
-    {file = "charset_normalizer-3.4.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b3daeac64d5b371dea99714f08ffc2c208522ec6b06fbc7866a450dd446f5c0f"},
-    {file = "charset_normalizer-3.4.2-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:dccab8d5fa1ef9bfba0590ecf4d46df048d18ffe3eec01eeb73a42e0d9e7a8ba"},
-    {file = "charset_normalizer-3.4.2-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:aaf27faa992bfee0264dc1f03f4c75e9fcdda66a519db6b957a3f826e285cf12"},
-    {file = "charset_normalizer-3.4.2-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:eb30abc20df9ab0814b5a2524f23d75dcf83cde762c161917a2b4b7b55b1e518"},
-    {file = "charset_normalizer-3.4.2-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:c72fbbe68c6f32f251bdc08b8611c7b3060612236e960ef848e0a517ddbe76c5"},
-    {file = "charset_normalizer-3.4.2-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:982bb1e8b4ffda883b3d0a521e23abcd6fd17418f6d2c4118d257a10199c0ce3"},
-    {file = "charset_normalizer-3.4.2-cp39-cp39-win32.whl", hash = "sha256:43e0933a0eff183ee85833f341ec567c0980dae57c464d8a508e1b2ceb336471"},
-    {file = "charset_normalizer-3.4.2-cp39-cp39-win_amd64.whl", hash = "sha256:d11b54acf878eef558599658b0ffca78138c8c3655cf4f3a4a673c437e67732e"},
-    {file = "charset_normalizer-3.4.2-py3-none-any.whl", hash = "sha256:7f56930ab0abd1c45cd15be65cc741c28b1c9a34876ce8c17a2fa107810c0af0"},
-    {file = "charset_normalizer-3.4.2.tar.gz", hash = "sha256:5baececa9ecba31eff645232d59845c07aa030f0c81ee70184a90d35099a0e63"},
+    {file = "charset_normalizer-3.4.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:fb7f67a1bfa6e40b438170ebdc8158b78dc465a5a67b6dde178a46987b244a72"},
+    {file = "charset_normalizer-3.4.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:cc9370a2da1ac13f0153780040f465839e6cccb4a1e44810124b4e22483c93fe"},
+    {file = "charset_normalizer-3.4.3-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:07a0eae9e2787b586e129fdcbe1af6997f8d0e5abaa0bc98c0e20e124d67e601"},
+    {file = "charset_normalizer-3.4.3-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:74d77e25adda8581ffc1c720f1c81ca082921329452eba58b16233ab1842141c"},
+    {file = "charset_normalizer-3.4.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d0e909868420b7049dafd3a31d45125b31143eec59235311fc4c57ea26a4acd2"},
+    {file = "charset_normalizer-3.4.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:c6f162aabe9a91a309510d74eeb6507fab5fff92337a15acbe77753d88d9dcf0"},
+    {file = "charset_normalizer-3.4.3-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:4ca4c094de7771a98d7fbd67d9e5dbf1eb73efa4f744a730437d8a3a5cf994f0"},
+    {file = "charset_normalizer-3.4.3-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:02425242e96bcf29a49711b0ca9f37e451da7c70562bc10e8ed992a5a7a25cc0"},
+    {file = "charset_normalizer-3.4.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:78deba4d8f9590fe4dae384aeff04082510a709957e968753ff3c48399f6f92a"},
+    {file = "charset_normalizer-3.4.3-cp310-cp310-win32.whl", hash = "sha256:d79c198e27580c8e958906f803e63cddb77653731be08851c7df0b1a14a8fc0f"},
+    {file = "charset_normalizer-3.4.3-cp310-cp310-win_amd64.whl", hash = "sha256:c6e490913a46fa054e03699c70019ab869e990270597018cef1d8562132c2669"},
+    {file = "charset_normalizer-3.4.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:b256ee2e749283ef3ddcff51a675ff43798d92d746d1a6e4631bf8c707d22d0b"},
+    {file = "charset_normalizer-3.4.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:13faeacfe61784e2559e690fc53fa4c5ae97c6fcedb8eb6fb8d0a15b475d2c64"},
+    {file = "charset_normalizer-3.4.3-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:00237675befef519d9af72169d8604a067d92755e84fe76492fef5441db05b91"},
+    {file = "charset_normalizer-3.4.3-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:585f3b2a80fbd26b048a0be90c5aae8f06605d3c92615911c3a2b03a8a3b796f"},
+    {file = "charset_normalizer-3.4.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0e78314bdc32fa80696f72fa16dc61168fda4d6a0c014e0380f9d02f0e5d8a07"},
+    {file = "charset_normalizer-3.4.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:96b2b3d1a83ad55310de8c7b4a2d04d9277d5591f40761274856635acc5fcb30"},
+    {file = "charset_normalizer-3.4.3-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:939578d9d8fd4299220161fdd76e86c6a251987476f5243e8864a7844476ba14"},
+    {file = "charset_normalizer-3.4.3-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:fd10de089bcdcd1be95a2f73dbe6254798ec1bda9f450d5828c96f93e2536b9c"},
+    {file = "charset_normalizer-3.4.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:1e8ac75d72fa3775e0b7cb7e4629cec13b7514d928d15ef8ea06bca03ef01cae"},
+    {file = "charset_normalizer-3.4.3-cp311-cp311-win32.whl", hash = "sha256:6cf8fd4c04756b6b60146d98cd8a77d0cdae0e1ca20329da2ac85eed779b6849"},
+    {file = "charset_normalizer-3.4.3-cp311-cp311-win_amd64.whl", hash = "sha256:31a9a6f775f9bcd865d88ee350f0ffb0e25936a7f930ca98995c05abf1faf21c"},
+    {file = "charset_normalizer-3.4.3-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:e28e334d3ff134e88989d90ba04b47d84382a828c061d0d1027b1b12a62b39b1"},
+    {file = "charset_normalizer-3.4.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0cacf8f7297b0c4fcb74227692ca46b4a5852f8f4f24b3c766dd94a1075c4884"},
+    {file = "charset_normalizer-3.4.3-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c6fd51128a41297f5409deab284fecbe5305ebd7e5a1f959bee1c054622b7018"},
+    {file = "charset_normalizer-3.4.3-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:3cfb2aad70f2c6debfbcb717f23b7eb55febc0bb23dcffc0f076009da10c6392"},
+    {file = "charset_normalizer-3.4.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1606f4a55c0fd363d754049cdf400175ee96c992b1f8018b993941f221221c5f"},
+    {file = "charset_normalizer-3.4.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:027b776c26d38b7f15b26a5da1044f376455fb3766df8fc38563b4efbc515154"},
+    {file = "charset_normalizer-3.4.3-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:42e5088973e56e31e4fa58eb6bd709e42fc03799c11c42929592889a2e54c491"},
+    {file = "charset_normalizer-3.4.3-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:cc34f233c9e71701040d772aa7490318673aa7164a0efe3172b2981218c26d93"},
+    {file = "charset_normalizer-3.4.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:320e8e66157cc4e247d9ddca8e21f427efc7a04bbd0ac8a9faf56583fa543f9f"},
+    {file = "charset_normalizer-3.4.3-cp312-cp312-win32.whl", hash = "sha256:fb6fecfd65564f208cbf0fba07f107fb661bcd1a7c389edbced3f7a493f70e37"},
+    {file = "charset_normalizer-3.4.3-cp312-cp312-win_amd64.whl", hash = "sha256:86df271bf921c2ee3818f0522e9a5b8092ca2ad8b065ece5d7d9d0e9f4849bcc"},
+    {file = "charset_normalizer-3.4.3-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:14c2a87c65b351109f6abfc424cab3927b3bdece6f706e4d12faaf3d52ee5efe"},
+    {file = "charset_normalizer-3.4.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:41d1fc408ff5fdfb910200ec0e74abc40387bccb3252f3f27c0676731df2b2c8"},
+    {file = "charset_normalizer-3.4.3-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:1bb60174149316da1c35fa5233681f7c0f9f514509b8e399ab70fea5f17e45c9"},
+    {file = "charset_normalizer-3.4.3-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:30d006f98569de3459c2fc1f2acde170b7b2bd265dc1943e87e1a4efe1b67c31"},
+    {file = "charset_normalizer-3.4.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:416175faf02e4b0810f1f38bcb54682878a4af94059a1cd63b8747244420801f"},
+    {file = "charset_normalizer-3.4.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:6aab0f181c486f973bc7262a97f5aca3ee7e1437011ef0c2ec04b5a11d16c927"},
+    {file = "charset_normalizer-3.4.3-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:fdabf8315679312cfa71302f9bd509ded4f2f263fb5b765cf1433b39106c3cc9"},
+    {file = "charset_normalizer-3.4.3-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:bd28b817ea8c70215401f657edef3a8aa83c29d447fb0b622c35403780ba11d5"},
+    {file = "charset_normalizer-3.4.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:18343b2d246dc6761a249ba1fb13f9ee9a2bcd95decc767319506056ea4ad4dc"},
+    {file = "charset_normalizer-3.4.3-cp313-cp313-win32.whl", hash = "sha256:6fb70de56f1859a3f71261cbe41005f56a7842cc348d3aeb26237560bfa5e0ce"},
+    {file = "charset_normalizer-3.4.3-cp313-cp313-win_amd64.whl", hash = "sha256:cf1ebb7d78e1ad8ec2a8c4732c7be2e736f6e5123a4146c5b89c9d1f585f8cef"},
+    {file = "charset_normalizer-3.4.3-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:3cd35b7e8aedeb9e34c41385fda4f73ba609e561faedfae0a9e75e44ac558a15"},
+    {file = "charset_normalizer-3.4.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b89bc04de1d83006373429975f8ef9e7932534b8cc9ca582e4db7d20d91816db"},
+    {file = "charset_normalizer-3.4.3-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2001a39612b241dae17b4687898843f254f8748b796a2e16f1051a17078d991d"},
+    {file = "charset_normalizer-3.4.3-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:8dcfc373f888e4fb39a7bc57e93e3b845e7f462dacc008d9749568b1c4ece096"},
+    {file = "charset_normalizer-3.4.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:18b97b8404387b96cdbd30ad660f6407799126d26a39ca65729162fd810a99aa"},
+    {file = "charset_normalizer-3.4.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:ccf600859c183d70eb47e05a44cd80a4ce77394d1ac0f79dbd2dd90a69a3a049"},
+    {file = "charset_normalizer-3.4.3-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:53cd68b185d98dde4ad8990e56a58dea83a4162161b1ea9272e5c9182ce415e0"},
+    {file = "charset_normalizer-3.4.3-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:30a96e1e1f865f78b030d65241c1ee850cdf422d869e9028e2fc1d5e4db73b92"},
+    {file = "charset_normalizer-3.4.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:d716a916938e03231e86e43782ca7878fb602a125a91e7acb8b5112e2e96ac16"},
+    {file = "charset_normalizer-3.4.3-cp314-cp314-win32.whl", hash = "sha256:c6dbd0ccdda3a2ba7c2ecd9d77b37f3b5831687d8dc1b6ca5f56a4880cc7b7ce"},
+    {file = "charset_normalizer-3.4.3-cp314-cp314-win_amd64.whl", hash = "sha256:73dc19b562516fc9bcf6e5d6e596df0b4eb98d87e4f79f3ae71840e6ed21361c"},
+    {file = "charset_normalizer-3.4.3-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:0f2be7e0cf7754b9a30eb01f4295cc3d4358a479843b31f328afd210e2c7598c"},
+    {file = "charset_normalizer-3.4.3-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c60e092517a73c632ec38e290eba714e9627abe9d301c8c8a12ec32c314a2a4b"},
+    {file = "charset_normalizer-3.4.3-cp38-cp38-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:252098c8c7a873e17dd696ed98bbe91dbacd571da4b87df3736768efa7a792e4"},
+    {file = "charset_normalizer-3.4.3-cp38-cp38-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:3653fad4fe3ed447a596ae8638b437f827234f01a8cd801842e43f3d0a6b281b"},
+    {file = "charset_normalizer-3.4.3-cp38-cp38-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8999f965f922ae054125286faf9f11bc6932184b93011d138925a1773830bbe9"},
+    {file = "charset_normalizer-3.4.3-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:d95bfb53c211b57198bb91c46dd5a2d8018b3af446583aab40074bf7988401cb"},
+    {file = "charset_normalizer-3.4.3-cp38-cp38-musllinux_1_2_ppc64le.whl", hash = "sha256:5b413b0b1bfd94dbf4023ad6945889f374cd24e3f62de58d6bb102c4d9ae534a"},
+    {file = "charset_normalizer-3.4.3-cp38-cp38-musllinux_1_2_s390x.whl", hash = "sha256:b5e3b2d152e74e100a9e9573837aba24aab611d39428ded46f4e4022ea7d1942"},
+    {file = "charset_normalizer-3.4.3-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:a2d08ac246bb48479170408d6c19f6385fa743e7157d716e144cad849b2dd94b"},
+    {file = "charset_normalizer-3.4.3-cp38-cp38-win32.whl", hash = "sha256:ec557499516fc90fd374bf2e32349a2887a876fbf162c160e3c01b6849eaf557"},
+    {file = "charset_normalizer-3.4.3-cp38-cp38-win_amd64.whl", hash = "sha256:5d8d01eac18c423815ed4f4a2ec3b439d654e55ee4ad610e153cf02faf67ea40"},
+    {file = "charset_normalizer-3.4.3-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:70bfc5f2c318afece2f5838ea5e4c3febada0be750fcf4775641052bbba14d05"},
+    {file = "charset_normalizer-3.4.3-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:23b6b24d74478dc833444cbd927c338349d6ae852ba53a0d02a2de1fce45b96e"},
+    {file = "charset_normalizer-3.4.3-cp39-cp39-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:34a7f768e3f985abdb42841e20e17b330ad3aaf4bb7e7aeeb73db2e70f077b99"},
+    {file = "charset_normalizer-3.4.3-cp39-cp39-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:fb731e5deb0c7ef82d698b0f4c5bb724633ee2a489401594c5c88b02e6cb15f7"},
+    {file = "charset_normalizer-3.4.3-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:257f26fed7d7ff59921b78244f3cd93ed2af1800ff048c33f624c87475819dd7"},
+    {file = "charset_normalizer-3.4.3-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:1ef99f0456d3d46a50945c98de1774da86f8e992ab5c77865ea8b8195341fc19"},
+    {file = "charset_normalizer-3.4.3-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:2c322db9c8c89009a990ef07c3bcc9f011a3269bc06782f916cd3d9eed7c9312"},
+    {file = "charset_normalizer-3.4.3-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:511729f456829ef86ac41ca78c63a5cb55240ed23b4b737faca0eb1abb1c41bc"},
+    {file = "charset_normalizer-3.4.3-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:88ab34806dea0671532d3f82d82b85e8fc23d7b2dd12fa837978dad9bb392a34"},
+    {file = "charset_normalizer-3.4.3-cp39-cp39-win32.whl", hash = "sha256:16a8770207946ac75703458e2c743631c79c59c5890c80011d536248f8eaa432"},
+    {file = "charset_normalizer-3.4.3-cp39-cp39-win_amd64.whl", hash = "sha256:d22dbedd33326a4a5190dd4fe9e9e693ef12160c77382d9e87919bce54f3d4ca"},
+    {file = "charset_normalizer-3.4.3-py3-none-any.whl", hash = "sha256:ce571ab16d890d23b5c278547ba694193a45011ff86a9162a71307ed9f86759a"},
+    {file = "charset_normalizer-3.4.3.tar.gz", hash = "sha256:6fce4b8500244f6fcb71465d4a4930d132ba9ab8e71a7859e6a5d59851068d14"},
 ]
 
 [[package]]
@@ -183,6 +174,8 @@ version = "8.1.8"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
+markers = "python_version == \"3.9\""
 files = [
     {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
     {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"},
@@ -191,12 +184,30 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
+[[package]]
+name = "click"
+version = "8.2.1"
+description = "Composable command line interface toolkit"
+optional = false
+python-versions = ">=3.10"
+groups = ["dev"]
+markers = "python_version >= \"3.10\""
+files = [
+    {file = "click-8.2.1-py3-none-any.whl", hash = "sha256:61a3265b914e850b85317d0b3109c7f8cd35a670f963866005d6ef1d5175a12b"},
+    {file = "click-8.2.1.tar.gz", hash = "sha256:27c491cc05d968d271d5a1db13e3b5a184636d9d930f148c50b038f0d0646202"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+groups = ["dev"]
+markers = "sys_platform == \"win32\" or platform_system == \"Windows\""
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
@@ -204,13 +215,14 @@ files = [
 
 [[package]]
 name = "configargparse"
-version = "1.7"
+version = "1.7.1"
 description = "A drop-in replacement for argparse that allows options to also be set via config files and/or environment variables."
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
+groups = ["main"]
 files = [
-    {file = "ConfigArgParse-1.7-py3-none-any.whl", hash = "sha256:d249da6591465c6c26df64a9f73d2536e743be2f244eb3ebe61114af2f94f86b"},
-    {file = "ConfigArgParse-1.7.tar.gz", hash = "sha256:e7067471884de5478c58a511e529f0f9bd1c66bfef1dea90935438d6c23306d1"},
+    {file = "configargparse-1.7.1-py3-none-any.whl", hash = "sha256:8b586a31f9d873abd1ca527ffbe58863c99f36d896e2829779803125e83be4b6"},
+    {file = "configargparse-1.7.1.tar.gz", hash = "sha256:79c2ddae836a1e5914b71d58e4b9adbd9f7779d4e6351a637b7d2d9b6c46d3d9"},
 ]
 
 [package.extras]
@@ -223,6 +235,7 @@ version = "6.5.0"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "coverage-6.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ef8674b0ee8cc11e2d574e3e2998aea5df5ab242e012286824ea3c6970580e53"},
     {file = "coverage-6.5.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:784f53ebc9f3fd0e2a3f6a78b2be1bd1f5575d7863e10c6e12504f240fd06660"},
@@ -277,7 +290,7 @@ files = [
 ]
 
 [package.extras]
-toml = ["tomli"]
+toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
 
 [[package]]
 name = "data-science-types"
@@ -285,6 +298,7 @@ version = "0.2.23"
 description = "Type stubs for Python machine learning libraries"
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
 files = [
     {file = "data-science-types-0.2.23.tar.gz", hash = "sha256:8096b9a35a8a187bf9a122b4707c97de841d810744690ee2a4ac30c6462e0d16"},
     {file = "data_science_types-0.2.23-py3-none-any.whl", hash = "sha256:bca319abc0e53a0316f9fcb887937e942477cb9e5fc63c8581e0b0438903b977"},
@@ -299,6 +313,7 @@ version = "2.0.1"
 description = "A logging framework handler that tracks when messages above a certain level have been logged."
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "errorhandler-2.0.1-py2.py3-none-any.whl", hash = "sha256:dc6c54f5d9a4599e744b57aac2f925cce873188e9b02cae7c0eb120ee08a893f"},
     {file = "errorhandler-2.0.1.tar.gz", hash = "sha256:7e578ad67af40845bfd044f71627a29f1fc436d53ccb058bbf1792ef31ab6163"},
@@ -314,6 +329,8 @@ version = "1.3.0"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
+markers = "python_version < \"3.11\""
 files = [
     {file = "exceptiongroup-1.3.0-py3-none-any.whl", hash = "sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10"},
     {file = "exceptiongroup-1.3.0.tar.gz", hash = "sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88"},
@@ -331,6 +348,7 @@ version = "4.0.1"
 description = "the modular source code checker: pep8 pyflakes and co"
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
 files = [
     {file = "flake8-4.0.1-py2.py3-none-any.whl", hash = "sha256:479b1304f72536a55948cb40a32dce8bb0ffe3501e26eaf292c7e60eb5e0428d"},
     {file = "flake8-4.0.1.tar.gz", hash = "sha256:806e034dda44114815e23c16ef92f95c91e4c71100ff52813adf7132a6ad870d"},
@@ -347,6 +365,7 @@ version = "2.1.4"
 description = "URL manipulation made simple."
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "furl-2.1.4-py2.py3-none-any.whl", hash = "sha256:da34d0b34e53ffe2d2e6851a7085a05d96922b5b578620a37377ff1dbeeb11c8"},
     {file = "furl-2.1.4.tar.gz", hash = "sha256:877657501266c929269739fb5f5980534a41abd6bbabcb367c136d1d3b2a6015"},
@@ -362,6 +381,7 @@ version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
+groups = ["main", "dev"]
 files = [
     {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
     {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
@@ -376,6 +396,7 @@ version = "2.1.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
     {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
@@ -383,13 +404,14 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.23.0"
+version = "4.25.1"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["dev"]
 files = [
-    {file = "jsonschema-4.23.0-py3-none-any.whl", hash = "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"},
-    {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
+    {file = "jsonschema-4.25.1-py3-none-any.whl", hash = "sha256:3fba0169e345c7175110351d456342c364814cfcf3b964ba4587f22915230a63"},
+    {file = "jsonschema-4.25.1.tar.gz", hash = "sha256:e4a9655ce0da0c0b67a085847e00a3a51449e1157f4f75e9fb5aa545e122eb85"},
 ]
 
 [package.dependencies]
@@ -400,7 +422,7 @@ rpds-py = ">=0.7.1"
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
-format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=24.6.0)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "rfc3987-syntax (>=1.1.0)", "uri-template", "webcolors (>=24.6.0)"]
 
 [[package]]
 name = "jsonschema-specifications"
@@ -408,6 +430,7 @@ version = "2025.4.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "jsonschema_specifications-2025.4.1-py3-none-any.whl", hash = "sha256:4653bffbd6584f7de83a67e0d620ef16900b390ddc7939d56684d6c81e33f1af"},
     {file = "jsonschema_specifications-2025.4.1.tar.gz", hash = "sha256:630159c9f4dbea161a6a2205c3011cc4f18ff381b189fff48bb39b9bf26ae608"},
@@ -422,6 +445,7 @@ version = "0.6.1"
 description = "McCabe checker, plugin for flake8"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "mccabe-0.6.1-py2.py3-none-any.whl", hash = "sha256:ab8a6258860da4b6677da4bd2fe5dc2c659cff31b3ee4f7f5d64e79735b80d42"},
     {file = "mccabe-0.6.1.tar.gz", hash = "sha256:dd8d182285a0fe56bace7f45b5e7d1a6ebcbf524e8f3bd87eb0f125271b8831f"},
@@ -433,6 +457,7 @@ version = "0.931"
 description = "Optional static typing for Python"
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
 files = [
     {file = "mypy-0.931-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3c5b42d0815e15518b1f0990cff7a705805961613e701db60387e6fb663fe78a"},
     {file = "mypy-0.931-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c89702cac5b302f0c5d33b172d2b55b5df2bede3344a2fbed99ff96bddb2cf00"},
@@ -471,6 +496,7 @@ version = "1.1.0"
 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505"},
     {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"},
@@ -482,6 +508,7 @@ version = "1.24.3"
 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "numpy-1.24.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3c1104d3c036fb81ab923f507536daedc718d0ad5a8707c6061cdfd6d184e570"},
     {file = "numpy-1.24.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:202de8f38fc4a45a3eea4b63e2f376e5f2dc64ef0fa692838e31a808520efaf7"},
@@ -515,13 +542,14 @@ files = [
 
 [[package]]
 name = "oauthlib"
-version = "3.2.2"
+version = "3.3.1"
 description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
+groups = ["main"]
 files = [
-    {file = "oauthlib-3.2.2-py3-none-any.whl", hash = "sha256:8139f29aac13e25d502680e9e19963e83f16838d48a0d71c287fe40e7067fbca"},
-    {file = "oauthlib-3.2.2.tar.gz", hash = "sha256:9859c40929662bec5d64f34d01c99e093149682a3f38915dc0655d5a633dd918"},
+    {file = "oauthlib-3.3.1-py3-none-any.whl", hash = "sha256:88119c938d2b8fb88561af5f6ee0eec8cc8d552b7bb1f712743136eb7523b7a1"},
+    {file = "oauthlib-3.3.1.tar.gz", hash = "sha256:0f0f8aa759826a193cf66c12ea1af1637f87b9b4622d46e866952bb022e538c9"},
 ]
 
 [package.extras]
@@ -535,6 +563,7 @@ version = "1.0.1"
 description = "Ordered Multivalue Dictionary"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "orderedmultidict-1.0.1-py2.py3-none-any.whl", hash = "sha256:43c839a17ee3cdd62234c47deca1a8508a3f2ca1d0678a3bf791c87cf84adbf3"},
     {file = "orderedmultidict-1.0.1.tar.gz", hash = "sha256:04070bbb5e87291cc9bfa51df413677faf2141c73c61d2a5f7b26bea3cd882ad"},
@@ -549,6 +578,7 @@ version = "25.0"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
     {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
@@ -560,6 +590,7 @@ version = "1.5.3"
 description = "Powerful data structures for data analysis, time series, and statistics"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "pandas-1.5.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3749077d86e3a2f0ed51367f30bf5b82e131cc0f14260c4d3e499186fccc4406"},
     {file = "pandas-1.5.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:972d8a45395f2a2d26733eb8d0f629b2f90bebe8e8eddbb8829b180c09639572"},
@@ -594,7 +625,7 @@ files = [
 numpy = [
     {version = ">=1.20.3", markers = "python_version < \"3.10\""},
     {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
-    {version = ">=1.21.0", markers = "python_version >= \"3.10\" and python_version < \"3.11\""},
+    {version = ">=1.21.0", markers = "python_version == \"3.10\""},
 ]
 python-dateutil = ">=2.8.1"
 pytz = ">=2020.1"
@@ -608,6 +639,7 @@ version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"},
     {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"},
@@ -615,13 +647,14 @@ files = [
 
 [[package]]
 name = "platformdirs"
-version = "4.3.8"
+version = "4.4.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
-    {file = "platformdirs-4.3.8-py3-none-any.whl", hash = "sha256:ff7059bb7eb1179e2685604f4aaf157cfd9535242bd23742eadc3c13542139b4"},
-    {file = "platformdirs-4.3.8.tar.gz", hash = "sha256:3d512d96e16bcb959a814c9f348431070822a6496326a4be0911c40b5a74c2bc"},
+    {file = "platformdirs-4.4.0-py3-none-any.whl", hash = "sha256:abd01743f24e5287cd7a5db3752faf1a2d65353f38ec26d98e25a6db65958c85"},
+    {file = "platformdirs-4.4.0.tar.gz", hash = "sha256:ca753cf4d81dc309bc67b0ea38fd15dc97bc30ce419a7f58d13eb3bf14c4febf"},
 ]
 
 [package.extras]
@@ -635,6 +668,7 @@ version = "1.6.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
     {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
@@ -650,6 +684,7 @@ version = "1.4.3"
 description = "HTTP traffic mocking and expectations made easy"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "pook-1.4.3-py3-none-any.whl", hash = "sha256:4683a8a9d11fb56901ae15001a5bfb76a1bb960b1a841de1f0ca11c8c2d9eef8"},
     {file = "pook-1.4.3.tar.gz", hash = "sha256:61dbd9f6f9bf4d0bbab4abdf382bf7e8fbaae8561c5de3cd444e7c4be67df651"},
@@ -666,6 +701,7 @@ version = "2.8.0"
 description = "Python style guide checker"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["dev"]
 files = [
     {file = "pycodestyle-2.8.0-py2.py3-none-any.whl", hash = "sha256:720f8b39dde8b293825e7ff02c475f3077124006db4f440dcbc9a20b76548a20"},
     {file = "pycodestyle-2.8.0.tar.gz", hash = "sha256:eddd5847ef438ea1c7870ca7eb78a9d47ce0cdb4851a5523949f2601d0cbbe7f"},
@@ -677,6 +713,7 @@ version = "4.7.0"
 description = "pyfakefs implements a fake file system that mocks the Python file system modules."
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "pyfakefs-4.7.0-py3-none-any.whl", hash = "sha256:29203a7482b25406dd3ea41c8740be2697c6058b0f6577485c3ae9cd4c5e96cd"},
     {file = "pyfakefs-4.7.0.tar.gz", hash = "sha256:f22d30d93d2989bf2d2c67b606a14cbab2df0be912c09dcdb590ea4931073ade"},
@@ -688,6 +725,7 @@ version = "2.4.0"
 description = "passive checker of Python programs"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["dev"]
 files = [
     {file = "pyflakes-2.4.0-py2.py3-none-any.whl", hash = "sha256:3bb3a3f256f4b7968c9c788781e4ff07dce46bdf12339dcda61053375426ee2e"},
     {file = "pyflakes-2.4.0.tar.gz", hash = "sha256:05a85c2872edf37a4ed30b0cce2f6093e1d0581f8c19d7393122da7e25b2b24c"},
@@ -699,6 +737,7 @@ version = "7.4.4"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "pytest-7.4.4-py3-none-any.whl", hash = "sha256:b090cdf5ed60bf4c45261be03239c2c1c22df034fbffe691abe93cd80cea01d8"},
     {file = "pytest-7.4.4.tar.gz", hash = "sha256:2cf0005922c6ace4a3e2ec8b4080eb0d9753fdc93107415332f50ce9e7994280"},
@@ -721,6 +760,7 @@ version = "2.2.0"
 description = "Describe-style plugin for pytest"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "pytest-describe-2.2.0.tar.gz", hash = "sha256:39bb05eb90f2497d9ca342ef9a0b7fa5bada7e58505aec33f66d661d631955b7"},
     {file = "pytest_describe-2.2.0-py3-none-any.whl", hash = "sha256:bd9e2c73acb4b9522a8400823d98f5b6a081667d3bfd7243a8598336896b544d"},
@@ -731,13 +771,14 @@ pytest = ">=4.6,<9"
 
 [[package]]
 name = "pytest-mock"
-version = "3.14.0"
+version = "3.14.1"
 description = "Thin-wrapper around the mock package for easier use with pytest"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
-    {file = "pytest-mock-3.14.0.tar.gz", hash = "sha256:2719255a1efeceadbc056d6bf3df3d1c5015530fb40cf347c0f9afac88410bd0"},
-    {file = "pytest_mock-3.14.0-py3-none-any.whl", hash = "sha256:0b72c38033392a5f4621342fe11e9219ac11ec9d375f8e2a0c164539e0d70f6f"},
+    {file = "pytest_mock-3.14.1-py3-none-any.whl", hash = "sha256:178aefcd11307d874b4cd3100344e7e2d888d9791a6a1d9bfe90fbc1b74fd1d0"},
+    {file = "pytest_mock-3.14.1.tar.gz", hash = "sha256:159e9edac4c451ce77a5cdb9fc5d1100708d2dd4ba3c3df572f14097351af80e"},
 ]
 
 [package.dependencies]
@@ -752,6 +793,7 @@ version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main"]
 files = [
     {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
     {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
@@ -766,6 +808,7 @@ version = "0.19.2"
 description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = false
 python-versions = ">=3.5"
+groups = ["main"]
 files = [
     {file = "python-dotenv-0.19.2.tar.gz", hash = "sha256:a5de49a31e953b45ff2d2fd434bbc2670e8db5273606c1e737cc6b93eff3655f"},
     {file = "python_dotenv-0.19.2-py2.py3-none-any.whl", hash = "sha256:32b2bdc1873fd3a3c346da1c6db83d0053c3c62f28f1f38516070c4c8971b1d3"},
@@ -780,6 +823,7 @@ version = "2025.2"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "pytz-2025.2-py2.py3-none-any.whl", hash = "sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00"},
     {file = "pytz-2025.2.tar.gz", hash = "sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3"},
@@ -791,6 +835,7 @@ version = "0.36.2"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "referencing-0.36.2-py3-none-any.whl", hash = "sha256:e8699adbbf8b5c7de96d8ffa0eb5c158b3beafce084968e2ea8bb08c6794dcd0"},
     {file = "referencing-0.36.2.tar.gz", hash = "sha256:df2e89862cd09deabbdba16944cc3f10feb6b3e6f18e902f7cc25609a34775aa"},
@@ -803,18 +848,19 @@ typing-extensions = {version = ">=4.4.0", markers = "python_version < \"3.13\""}
 
 [[package]]
 name = "requests"
-version = "2.32.3"
+version = "2.32.5"
 description = "Python HTTP for Humans."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
-    {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"},
-    {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"},
+    {file = "requests-2.32.5-py3-none-any.whl", hash = "sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6"},
+    {file = "requests-2.32.5.tar.gz", hash = "sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf"},
 ]
 
 [package.dependencies]
 certifi = ">=2017.4.17"
-charset-normalizer = ">=2,<4"
+charset_normalizer = ">=2,<4"
 idna = ">=2.5,<4"
 urllib3 = ">=1.21.1,<3"
 
@@ -828,6 +874,7 @@ version = "1.12.1"
 description = "Mock out responses from the requests package"
 optional = false
 python-versions = ">=3.5"
+groups = ["dev"]
 files = [
     {file = "requests-mock-1.12.1.tar.gz", hash = "sha256:e9e12e333b525156e82a3c852f22016b9158220d2f47454de9cae8a77d371401"},
     {file = "requests_mock-1.12.1-py2.py3-none-any.whl", hash = "sha256:b1e37054004cdd5e56c84454cc7df12b25f90f382159087f4b6915aaeef39563"},
@@ -845,6 +892,7 @@ version = "1.3.1"
 description = "OAuthlib authentication support for Requests."
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["main"]
 files = [
     {file = "requests-oauthlib-1.3.1.tar.gz", hash = "sha256:75beac4a47881eeb94d5ea5d6ad31ef88856affe2332b9aafb52c6452ccf0d7a"},
     {file = "requests_oauthlib-1.3.1-py2.py3-none-any.whl", hash = "sha256:2577c501a2fb8d05a304c09d090d6e47c306fef15809d102b327cf8364bddab5"},
@@ -859,128 +907,167 @@ rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
 
 [[package]]
 name = "rpds-py"
-version = "0.25.1"
+version = "0.27.1"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
-    {file = "rpds_py-0.25.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:f4ad628b5174d5315761b67f212774a32f5bad5e61396d38108bd801c0a8f5d9"},
-    {file = "rpds_py-0.25.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8c742af695f7525e559c16f1562cf2323db0e3f0fbdcabdf6865b095256b2d40"},
-    {file = "rpds_py-0.25.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:605ffe7769e24b1800b4d024d24034405d9404f0bc2f55b6db3362cd34145a6f"},
-    {file = "rpds_py-0.25.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ccc6f3ddef93243538be76f8e47045b4aad7a66a212cd3a0f23e34469473d36b"},
-    {file = "rpds_py-0.25.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f70316f760174ca04492b5ab01be631a8ae30cadab1d1081035136ba12738cfa"},
-    {file = "rpds_py-0.25.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e1dafef8df605fdb46edcc0bf1573dea0d6d7b01ba87f85cd04dc855b2b4479e"},
-    {file = "rpds_py-0.25.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0701942049095741a8aeb298a31b203e735d1c61f4423511d2b1a41dcd8a16da"},
-    {file = "rpds_py-0.25.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:e87798852ae0b37c88babb7f7bbbb3e3fecc562a1c340195b44c7e24d403e380"},
-    {file = "rpds_py-0.25.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:3bcce0edc1488906c2d4c75c94c70a0417e83920dd4c88fec1078c94843a6ce9"},
-    {file = "rpds_py-0.25.1-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:e2f6a2347d3440ae789505693a02836383426249d5293541cd712e07e7aecf54"},
-    {file = "rpds_py-0.25.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:4fd52d3455a0aa997734f3835cbc4c9f32571345143960e7d7ebfe7b5fbfa3b2"},
-    {file = "rpds_py-0.25.1-cp310-cp310-win32.whl", hash = "sha256:3f0b1798cae2bbbc9b9db44ee068c556d4737911ad53a4e5093d09d04b3bbc24"},
-    {file = "rpds_py-0.25.1-cp310-cp310-win_amd64.whl", hash = "sha256:3ebd879ab996537fc510a2be58c59915b5dd63bccb06d1ef514fee787e05984a"},
-    {file = "rpds_py-0.25.1-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:5f048bbf18b1f9120685c6d6bb70cc1a52c8cc11bdd04e643d28d3be0baf666d"},
-    {file = "rpds_py-0.25.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:4fbb0dbba559959fcb5d0735a0f87cdbca9e95dac87982e9b95c0f8f7ad10255"},
-    {file = "rpds_py-0.25.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d4ca54b9cf9d80b4016a67a0193ebe0bcf29f6b0a96f09db942087e294d3d4c2"},
-    {file = "rpds_py-0.25.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:1ee3e26eb83d39b886d2cb6e06ea701bba82ef30a0de044d34626ede51ec98b0"},
-    {file = "rpds_py-0.25.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:89706d0683c73a26f76a5315d893c051324d771196ae8b13e6ffa1ffaf5e574f"},
-    {file = "rpds_py-0.25.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c2013ee878c76269c7b557a9a9c042335d732e89d482606990b70a839635feb7"},
-    {file = "rpds_py-0.25.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:45e484db65e5380804afbec784522de84fa95e6bb92ef1bd3325d33d13efaebd"},
-    {file = "rpds_py-0.25.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:48d64155d02127c249695abb87d39f0faf410733428d499867606be138161d65"},
-    {file = "rpds_py-0.25.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:048893e902132fd6548a2e661fb38bf4896a89eea95ac5816cf443524a85556f"},
-    {file = "rpds_py-0.25.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:0317177b1e8691ab5879f4f33f4b6dc55ad3b344399e23df2e499de7b10a548d"},
-    {file = "rpds_py-0.25.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:bffcf57826d77a4151962bf1701374e0fc87f536e56ec46f1abdd6a903354042"},
-    {file = "rpds_py-0.25.1-cp311-cp311-win32.whl", hash = "sha256:cda776f1967cb304816173b30994faaf2fd5bcb37e73118a47964a02c348e1bc"},
-    {file = "rpds_py-0.25.1-cp311-cp311-win_amd64.whl", hash = "sha256:dc3c1ff0abc91444cd20ec643d0f805df9a3661fcacf9c95000329f3ddf268a4"},
-    {file = "rpds_py-0.25.1-cp311-cp311-win_arm64.whl", hash = "sha256:5a3ddb74b0985c4387719fc536faced33cadf2172769540c62e2a94b7b9be1c4"},
-    {file = "rpds_py-0.25.1-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:b5ffe453cde61f73fea9430223c81d29e2fbf412a6073951102146c84e19e34c"},
-    {file = "rpds_py-0.25.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:115874ae5e2fdcfc16b2aedc95b5eef4aebe91b28e7e21951eda8a5dc0d3461b"},
-    {file = "rpds_py-0.25.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a714bf6e5e81b0e570d01f56e0c89c6375101b8463999ead3a93a5d2a4af91fa"},
-    {file = "rpds_py-0.25.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:35634369325906bcd01577da4c19e3b9541a15e99f31e91a02d010816b49bfda"},
-    {file = "rpds_py-0.25.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d4cb2b3ddc16710548801c6fcc0cfcdeeff9dafbc983f77265877793f2660309"},
-    {file = "rpds_py-0.25.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9ceca1cf097ed77e1a51f1dbc8d174d10cb5931c188a4505ff9f3e119dfe519b"},
-    {file = "rpds_py-0.25.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2c2cd1a4b0c2b8c5e31ffff50d09f39906fe351389ba143c195566056c13a7ea"},
-    {file = "rpds_py-0.25.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:1de336a4b164c9188cb23f3703adb74a7623ab32d20090d0e9bf499a2203ad65"},
-    {file = "rpds_py-0.25.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:9fca84a15333e925dd59ce01da0ffe2ffe0d6e5d29a9eeba2148916d1824948c"},
-    {file = "rpds_py-0.25.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:88ec04afe0c59fa64e2f6ea0dd9657e04fc83e38de90f6de201954b4d4eb59bd"},
-    {file = "rpds_py-0.25.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:a8bd2f19e312ce3e1d2c635618e8a8d8132892bb746a7cf74780a489f0f6cdcb"},
-    {file = "rpds_py-0.25.1-cp312-cp312-win32.whl", hash = "sha256:e5e2f7280d8d0d3ef06f3ec1b4fd598d386cc6f0721e54f09109a8132182fbfe"},
-    {file = "rpds_py-0.25.1-cp312-cp312-win_amd64.whl", hash = "sha256:db58483f71c5db67d643857404da360dce3573031586034b7d59f245144cc192"},
-    {file = "rpds_py-0.25.1-cp312-cp312-win_arm64.whl", hash = "sha256:6d50841c425d16faf3206ddbba44c21aa3310a0cebc3c1cdfc3e3f4f9f6f5728"},
-    {file = "rpds_py-0.25.1-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:659d87430a8c8c704d52d094f5ba6fa72ef13b4d385b7e542a08fc240cb4a559"},
-    {file = "rpds_py-0.25.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:68f6f060f0bbdfb0245267da014d3a6da9be127fe3e8cc4a68c6f833f8a23bb1"},
-    {file = "rpds_py-0.25.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:083a9513a33e0b92cf6e7a6366036c6bb43ea595332c1ab5c8ae329e4bcc0a9c"},
-    {file = "rpds_py-0.25.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:816568614ecb22b18a010c7a12559c19f6fe993526af88e95a76d5a60b8b75fb"},
-    {file = "rpds_py-0.25.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3c6564c0947a7f52e4792983f8e6cf9bac140438ebf81f527a21d944f2fd0a40"},
-    {file = "rpds_py-0.25.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5c4a128527fe415d73cf1f70a9a688d06130d5810be69f3b553bf7b45e8acf79"},
-    {file = "rpds_py-0.25.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a49e1d7a4978ed554f095430b89ecc23f42014a50ac385eb0c4d163ce213c325"},
-    {file = "rpds_py-0.25.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:d74ec9bc0e2feb81d3f16946b005748119c0f52a153f6db6a29e8cd68636f295"},
-    {file = "rpds_py-0.25.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:3af5b4cc10fa41e5bc64e5c198a1b2d2864337f8fcbb9a67e747e34002ce812b"},
-    {file = "rpds_py-0.25.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:79dc317a5f1c51fd9c6a0c4f48209c6b8526d0524a6904fc1076476e79b00f98"},
-    {file = "rpds_py-0.25.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:1521031351865e0181bc585147624d66b3b00a84109b57fcb7a779c3ec3772cd"},
-    {file = "rpds_py-0.25.1-cp313-cp313-win32.whl", hash = "sha256:5d473be2b13600b93a5675d78f59e63b51b1ba2d0476893415dfbb5477e65b31"},
-    {file = "rpds_py-0.25.1-cp313-cp313-win_amd64.whl", hash = "sha256:a7b74e92a3b212390bdce1d93da9f6488c3878c1d434c5e751cbc202c5e09500"},
-    {file = "rpds_py-0.25.1-cp313-cp313-win_arm64.whl", hash = "sha256:dd326a81afe332ede08eb39ab75b301d5676802cdffd3a8f287a5f0b694dc3f5"},
-    {file = "rpds_py-0.25.1-cp313-cp313t-macosx_10_12_x86_64.whl", hash = "sha256:a58d1ed49a94d4183483a3ce0af22f20318d4a1434acee255d683ad90bf78129"},
-    {file = "rpds_py-0.25.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:f251bf23deb8332823aef1da169d5d89fa84c89f67bdfb566c49dea1fccfd50d"},
-    {file = "rpds_py-0.25.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8dbd586bfa270c1103ece2109314dd423df1fa3d9719928b5d09e4840cec0d72"},
-    {file = "rpds_py-0.25.1-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:6d273f136e912aa101a9274c3145dcbddbe4bac560e77e6d5b3c9f6e0ed06d34"},
-    {file = "rpds_py-0.25.1-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:666fa7b1bd0a3810a7f18f6d3a25ccd8866291fbbc3c9b912b917a6715874bb9"},
-    {file = "rpds_py-0.25.1-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:921954d7fbf3fccc7de8f717799304b14b6d9a45bbeec5a8d7408ccbf531faf5"},
-    {file = "rpds_py-0.25.1-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f3d86373ff19ca0441ebeb696ef64cb58b8b5cbacffcda5a0ec2f3911732a194"},
-    {file = "rpds_py-0.25.1-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:c8980cde3bb8575e7c956a530f2c217c1d6aac453474bf3ea0f9c89868b531b6"},
-    {file = "rpds_py-0.25.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:8eb8c84ecea987a2523e057c0d950bcb3f789696c0499290b8d7b3107a719d78"},
-    {file = "rpds_py-0.25.1-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:e43a005671a9ed5a650f3bc39e4dbccd6d4326b24fb5ea8be5f3a43a6f576c72"},
-    {file = "rpds_py-0.25.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:58f77c60956501a4a627749a6dcb78dac522f249dd96b5c9f1c6af29bfacfb66"},
-    {file = "rpds_py-0.25.1-cp313-cp313t-win32.whl", hash = "sha256:2cb9e5b5e26fc02c8a4345048cd9998c2aca7c2712bd1b36da0c72ee969a3523"},
-    {file = "rpds_py-0.25.1-cp313-cp313t-win_amd64.whl", hash = "sha256:401ca1c4a20cc0510d3435d89c069fe0a9ae2ee6495135ac46bdd49ec0495763"},
-    {file = "rpds_py-0.25.1-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:ce4c8e485a3c59593f1a6f683cf0ea5ab1c1dc94d11eea5619e4fb5228b40fbd"},
-    {file = "rpds_py-0.25.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:d8222acdb51a22929c3b2ddb236b69c59c72af4019d2cba961e2f9add9b6e634"},
-    {file = "rpds_py-0.25.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4593c4eae9b27d22df41cde518b4b9e4464d139e4322e2127daa9b5b981b76be"},
-    {file = "rpds_py-0.25.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:bd035756830c712b64725a76327ce80e82ed12ebab361d3a1cdc0f51ea21acb0"},
-    {file = "rpds_py-0.25.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:114a07e85f32b125404f28f2ed0ba431685151c037a26032b213c882f26eb908"},
-    {file = "rpds_py-0.25.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:dec21e02e6cc932538b5203d3a8bd6aa1480c98c4914cb88eea064ecdbc6396a"},
-    {file = "rpds_py-0.25.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:09eab132f41bf792c7a0ea1578e55df3f3e7f61888e340779b06050a9a3f16e9"},
-    {file = "rpds_py-0.25.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:c98f126c4fc697b84c423e387337d5b07e4a61e9feac494362a59fd7a2d9ed80"},
-    {file = "rpds_py-0.25.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:0e6a327af8ebf6baba1c10fadd04964c1965d375d318f4435d5f3f9651550f4a"},
-    {file = "rpds_py-0.25.1-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:bc120d1132cff853ff617754196d0ac0ae63befe7c8498bd67731ba368abe451"},
-    {file = "rpds_py-0.25.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:140f61d9bed7839446bdd44852e30195c8e520f81329b4201ceead4d64eb3a9f"},
-    {file = "rpds_py-0.25.1-cp39-cp39-win32.whl", hash = "sha256:9c006f3aadeda131b438c3092124bd196b66312f0caa5823ef09585a669cf449"},
-    {file = "rpds_py-0.25.1-cp39-cp39-win_amd64.whl", hash = "sha256:a61d0b2c7c9a0ae45732a77844917b427ff16ad5464b4d4f5e4adb955f582890"},
-    {file = "rpds_py-0.25.1-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:b24bf3cd93d5b6ecfbedec73b15f143596c88ee249fa98cefa9a9dc9d92c6f28"},
-    {file = "rpds_py-0.25.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:0eb90e94f43e5085623932b68840b6f379f26db7b5c2e6bcef3179bd83c9330f"},
-    {file = "rpds_py-0.25.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d50e4864498a9ab639d6d8854b25e80642bd362ff104312d9770b05d66e5fb13"},
-    {file = "rpds_py-0.25.1-pp310-pypy310_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:7c9409b47ba0650544b0bb3c188243b83654dfe55dcc173a86832314e1a6a35d"},
-    {file = "rpds_py-0.25.1-pp310-pypy310_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:796ad874c89127c91970652a4ee8b00d56368b7e00d3477f4415fe78164c8000"},
-    {file = "rpds_py-0.25.1-pp310-pypy310_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:85608eb70a659bf4c1142b2781083d4b7c0c4e2c90eff11856a9754e965b2540"},
-    {file = "rpds_py-0.25.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c4feb9211d15d9160bc85fa72fed46432cdc143eb9cf6d5ca377335a921ac37b"},
-    {file = "rpds_py-0.25.1-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:ccfa689b9246c48947d31dd9d8b16d89a0ecc8e0e26ea5253068efb6c542b76e"},
-    {file = "rpds_py-0.25.1-pp310-pypy310_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:3c5b317ecbd8226887994852e85de562f7177add602514d4ac40f87de3ae45a8"},
-    {file = "rpds_py-0.25.1-pp310-pypy310_pp73-musllinux_1_2_i686.whl", hash = "sha256:454601988aab2c6e8fd49e7634c65476b2b919647626208e376afcd22019eeb8"},
-    {file = "rpds_py-0.25.1-pp310-pypy310_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:1c0c434a53714358532d13539272db75a5ed9df75a4a090a753ac7173ec14e11"},
-    {file = "rpds_py-0.25.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:f73ce1512e04fbe2bc97836e89830d6b4314c171587a99688082d090f934d20a"},
-    {file = "rpds_py-0.25.1-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:ee86d81551ec68a5c25373c5643d343150cc54672b5e9a0cafc93c1870a53954"},
-    {file = "rpds_py-0.25.1-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:89c24300cd4a8e4a51e55c31a8ff3918e6651b241ee8876a42cc2b2a078533ba"},
-    {file = "rpds_py-0.25.1-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:771c16060ff4e79584dc48902a91ba79fd93eade3aa3a12d6d2a4aadaf7d542b"},
-    {file = "rpds_py-0.25.1-pp311-pypy311_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:785ffacd0ee61c3e60bdfde93baa6d7c10d86f15655bd706c89da08068dc5038"},
-    {file = "rpds_py-0.25.1-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2a40046a529cc15cef88ac5ab589f83f739e2d332cb4d7399072242400ed68c9"},
-    {file = "rpds_py-0.25.1-pp311-pypy311_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:85fc223d9c76cabe5d0bff82214459189720dc135db45f9f66aa7cffbf9ff6c1"},
-    {file = "rpds_py-0.25.1-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b0be9965f93c222fb9b4cc254235b3b2b215796c03ef5ee64f995b1b69af0762"},
-    {file = "rpds_py-0.25.1-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:8378fa4a940f3fb509c081e06cb7f7f2adae8cf46ef258b0e0ed7519facd573e"},
-    {file = "rpds_py-0.25.1-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:33358883a4490287e67a2c391dfaea4d9359860281db3292b6886bf0be3d8692"},
-    {file = "rpds_py-0.25.1-pp311-pypy311_pp73-musllinux_1_2_i686.whl", hash = "sha256:1d1fadd539298e70cac2f2cb36f5b8a65f742b9b9f1014dd4ea1f7785e2470bf"},
-    {file = "rpds_py-0.25.1-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:9a46c2fb2545e21181445515960006e85d22025bd2fe6db23e76daec6eb689fe"},
-    {file = "rpds_py-0.25.1-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:50f2c501a89c9a5f4e454b126193c5495b9fb441a75b298c60591d8a2eb92e1b"},
-    {file = "rpds_py-0.25.1-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:7d779b325cc8238227c47fbc53964c8cc9a941d5dbae87aa007a1f08f2f77b23"},
-    {file = "rpds_py-0.25.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:036ded36bedb727beeabc16dc1dad7cb154b3fa444e936a03b67a86dc6a5066e"},
-    {file = "rpds_py-0.25.1-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:245550f5a1ac98504147cba96ffec8fabc22b610742e9150138e5d60774686d7"},
-    {file = "rpds_py-0.25.1-pp39-pypy39_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ff7c23ba0a88cb7b104281a99476cccadf29de2a0ef5ce864959a52675b1ca83"},
-    {file = "rpds_py-0.25.1-pp39-pypy39_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e37caa8cdb3b7cf24786451a0bdb853f6347b8b92005eeb64225ae1db54d1c2b"},
-    {file = "rpds_py-0.25.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9f2f48ab00181600ee266a095fe815134eb456163f7d6699f525dee471f312cf"},
-    {file = "rpds_py-0.25.1-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:9e5fc7484fa7dce57e25063b0ec9638ff02a908304f861d81ea49273e43838c1"},
-    {file = "rpds_py-0.25.1-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:d3c10228d6cf6fe2b63d2e7985e94f6916fa46940df46b70449e9ff9297bd3d1"},
-    {file = "rpds_py-0.25.1-pp39-pypy39_pp73-musllinux_1_2_i686.whl", hash = "sha256:5d9e40f32745db28c1ef7aad23f6fc458dc1e29945bd6781060f0d15628b8ddf"},
-    {file = "rpds_py-0.25.1-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:35a8d1a24b5936b35c5003313bc177403d8bdef0f8b24f28b1c4a255f94ea992"},
-    {file = "rpds_py-0.25.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:6099263f526efff9cf3883dfef505518730f7a7a93049b1d90d42e50a22b4793"},
-    {file = "rpds_py-0.25.1.tar.gz", hash = "sha256:8960b6dac09b62dac26e75d7e2c4a22efb835d827a7278c34f72b2b84fa160e3"},
+    {file = "rpds_py-0.27.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:68afeec26d42ab3b47e541b272166a0b4400313946871cba3ed3a4fc0cab1cef"},
+    {file = "rpds_py-0.27.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:74e5b2f7bb6fa38b1b10546d27acbacf2a022a8b5543efb06cfebc72a59c85be"},
+    {file = "rpds_py-0.27.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9024de74731df54546fab0bfbcdb49fae19159ecaecfc8f37c18d2c7e2c0bd61"},
+    {file = "rpds_py-0.27.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:31d3ebadefcd73b73928ed0b2fd696f7fefda8629229f81929ac9c1854d0cffb"},
+    {file = "rpds_py-0.27.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b2e7f8f169d775dd9092a1743768d771f1d1300453ddfe6325ae3ab5332b4657"},
+    {file = "rpds_py-0.27.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3d905d16f77eb6ab2e324e09bfa277b4c8e5e6b8a78a3e7ff8f3cdf773b4c013"},
+    {file = "rpds_py-0.27.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:50c946f048209e6362e22576baea09193809f87687a95a8db24e5fbdb307b93a"},
+    {file = "rpds_py-0.27.1-cp310-cp310-manylinux_2_31_riscv64.whl", hash = "sha256:3deab27804d65cd8289eb814c2c0e807c4b9d9916c9225e363cb0cf875eb67c1"},
+    {file = "rpds_py-0.27.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:8b61097f7488de4be8244c89915da8ed212832ccf1e7c7753a25a394bf9b1f10"},
+    {file = "rpds_py-0.27.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:8a3f29aba6e2d7d90528d3c792555a93497fe6538aa65eb675b44505be747808"},
+    {file = "rpds_py-0.27.1-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:dd6cd0485b7d347304067153a6dc1d73f7d4fd995a396ef32a24d24b8ac63ac8"},
+    {file = "rpds_py-0.27.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:6f4461bf931108c9fa226ffb0e257c1b18dc2d44cd72b125bec50ee0ab1248a9"},
+    {file = "rpds_py-0.27.1-cp310-cp310-win32.whl", hash = "sha256:ee5422d7fb21f6a00c1901bf6559c49fee13a5159d0288320737bbf6585bd3e4"},
+    {file = "rpds_py-0.27.1-cp310-cp310-win_amd64.whl", hash = "sha256:3e039aabf6d5f83c745d5f9a0a381d031e9ed871967c0a5c38d201aca41f3ba1"},
+    {file = "rpds_py-0.27.1-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:be898f271f851f68b318872ce6ebebbc62f303b654e43bf72683dbdc25b7c881"},
+    {file = "rpds_py-0.27.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:62ac3d4e3e07b58ee0ddecd71d6ce3b1637de2d373501412df395a0ec5f9beb5"},
+    {file = "rpds_py-0.27.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4708c5c0ceb2d034f9991623631d3d23cb16e65c83736ea020cdbe28d57c0a0e"},
+    {file = "rpds_py-0.27.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:abfa1171a9952d2e0002aba2ad3780820b00cc3d9c98c6630f2e93271501f66c"},
+    {file = "rpds_py-0.27.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4b507d19f817ebaca79574b16eb2ae412e5c0835542c93fe9983f1e432aca195"},
+    {file = "rpds_py-0.27.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:168b025f8fd8d8d10957405f3fdcef3dc20f5982d398f90851f4abc58c566c52"},
+    {file = "rpds_py-0.27.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cb56c6210ef77caa58e16e8c17d35c63fe3f5b60fd9ba9d424470c3400bcf9ed"},
+    {file = "rpds_py-0.27.1-cp311-cp311-manylinux_2_31_riscv64.whl", hash = "sha256:d252f2d8ca0195faa707f8eb9368955760880b2b42a8ee16d382bf5dd807f89a"},
+    {file = "rpds_py-0.27.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:6e5e54da1e74b91dbc7996b56640f79b195d5925c2b78efaa8c5d53e1d88edde"},
+    {file = "rpds_py-0.27.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:ffce0481cc6e95e5b3f0a47ee17ffbd234399e6d532f394c8dce320c3b089c21"},
+    {file = "rpds_py-0.27.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:a205fdfe55c90c2cd8e540ca9ceba65cbe6629b443bc05db1f590a3db8189ff9"},
+    {file = "rpds_py-0.27.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:689fb5200a749db0415b092972e8eba85847c23885c8543a8b0f5c009b1a5948"},
+    {file = "rpds_py-0.27.1-cp311-cp311-win32.whl", hash = "sha256:3182af66048c00a075010bc7f4860f33913528a4b6fc09094a6e7598e462fe39"},
+    {file = "rpds_py-0.27.1-cp311-cp311-win_amd64.whl", hash = "sha256:b4938466c6b257b2f5c4ff98acd8128ec36b5059e5c8f8372d79316b1c36bb15"},
+    {file = "rpds_py-0.27.1-cp311-cp311-win_arm64.whl", hash = "sha256:2f57af9b4d0793e53266ee4325535a31ba48e2f875da81a9177c9926dfa60746"},
+    {file = "rpds_py-0.27.1-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:ae2775c1973e3c30316892737b91f9283f9908e3cc7625b9331271eaaed7dc90"},
+    {file = "rpds_py-0.27.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:2643400120f55c8a96f7c9d858f7be0c88d383cd4653ae2cf0d0c88f668073e5"},
+    {file = "rpds_py-0.27.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:16323f674c089b0360674a4abd28d5042947d54ba620f72514d69be4ff64845e"},
+    {file = "rpds_py-0.27.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:9a1f4814b65eacac94a00fc9a526e3fdafd78e439469644032032d0d63de4881"},
+    {file = "rpds_py-0.27.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:7ba32c16b064267b22f1850a34051121d423b6f7338a12b9459550eb2096e7ec"},
+    {file = "rpds_py-0.27.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e5c20f33fd10485b80f65e800bbe5f6785af510b9f4056c5a3c612ebc83ba6cb"},
+    {file = "rpds_py-0.27.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:466bfe65bd932da36ff279ddd92de56b042f2266d752719beb97b08526268ec5"},
+    {file = "rpds_py-0.27.1-cp312-cp312-manylinux_2_31_riscv64.whl", hash = "sha256:41e532bbdcb57c92ba3be62c42e9f096431b4cf478da9bc3bc6ce5c38ab7ba7a"},
+    {file = "rpds_py-0.27.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:f149826d742b406579466283769a8ea448eed82a789af0ed17b0cd5770433444"},
+    {file = "rpds_py-0.27.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:80c60cfb5310677bd67cb1e85a1e8eb52e12529545441b43e6f14d90b878775a"},
+    {file = "rpds_py-0.27.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:7ee6521b9baf06085f62ba9c7a3e5becffbc32480d2f1b351559c001c38ce4c1"},
+    {file = "rpds_py-0.27.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:a512c8263249a9d68cac08b05dd59d2b3f2061d99b322813cbcc14c3c7421998"},
+    {file = "rpds_py-0.27.1-cp312-cp312-win32.whl", hash = "sha256:819064fa048ba01b6dadc5116f3ac48610435ac9a0058bbde98e569f9e785c39"},
+    {file = "rpds_py-0.27.1-cp312-cp312-win_amd64.whl", hash = "sha256:d9199717881f13c32c4046a15f024971a3b78ad4ea029e8da6b86e5aa9cf4594"},
+    {file = "rpds_py-0.27.1-cp312-cp312-win_arm64.whl", hash = "sha256:33aa65b97826a0e885ef6e278fbd934e98cdcfed80b63946025f01e2f5b29502"},
+    {file = "rpds_py-0.27.1-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:e4b9fcfbc021633863a37e92571d6f91851fa656f0180246e84cbd8b3f6b329b"},
+    {file = "rpds_py-0.27.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:1441811a96eadca93c517d08df75de45e5ffe68aa3089924f963c782c4b898cf"},
+    {file = "rpds_py-0.27.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:55266dafa22e672f5a4f65019015f90336ed31c6383bd53f5e7826d21a0e0b83"},
+    {file = "rpds_py-0.27.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d78827d7ac08627ea2c8e02c9e5b41180ea5ea1f747e9db0915e3adf36b62dcf"},
+    {file = "rpds_py-0.27.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ae92443798a40a92dc5f0b01d8a7c93adde0c4dc965310a29ae7c64d72b9fad2"},
+    {file = "rpds_py-0.27.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c46c9dd2403b66a2a3b9720ec4b74d4ab49d4fabf9f03dfdce2d42af913fe8d0"},
+    {file = "rpds_py-0.27.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2efe4eb1d01b7f5f1939f4ef30ecea6c6b3521eec451fb93191bf84b2a522418"},
+    {file = "rpds_py-0.27.1-cp313-cp313-manylinux_2_31_riscv64.whl", hash = "sha256:15d3b4d83582d10c601f481eca29c3f138d44c92187d197aff663a269197c02d"},
+    {file = "rpds_py-0.27.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:4ed2e16abbc982a169d30d1a420274a709949e2cbdef119fe2ec9d870b42f274"},
+    {file = "rpds_py-0.27.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:a75f305c9b013289121ec0f1181931975df78738cdf650093e6b86d74aa7d8dd"},
+    {file = "rpds_py-0.27.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:67ce7620704745881a3d4b0ada80ab4d99df390838839921f99e63c474f82cf2"},
+    {file = "rpds_py-0.27.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:9d992ac10eb86d9b6f369647b6a3f412fc0075cfd5d799530e84d335e440a002"},
+    {file = "rpds_py-0.27.1-cp313-cp313-win32.whl", hash = "sha256:4f75e4bd8ab8db624e02c8e2fc4063021b58becdbe6df793a8111d9343aec1e3"},
+    {file = "rpds_py-0.27.1-cp313-cp313-win_amd64.whl", hash = "sha256:f9025faafc62ed0b75a53e541895ca272815bec18abe2249ff6501c8f2e12b83"},
+    {file = "rpds_py-0.27.1-cp313-cp313-win_arm64.whl", hash = "sha256:ed10dc32829e7d222b7d3b93136d25a406ba9788f6a7ebf6809092da1f4d279d"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-macosx_10_12_x86_64.whl", hash = "sha256:92022bbbad0d4426e616815b16bc4127f83c9a74940e1ccf3cfe0b387aba0228"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:47162fdab9407ec3f160805ac3e154df042e577dd53341745fc7fb3f625e6d92"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fb89bec23fddc489e5d78b550a7b773557c9ab58b7946154a10a6f7a214a48b2"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e48af21883ded2b3e9eb48cb7880ad8598b31ab752ff3be6457001d78f416723"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6f5b7bd8e219ed50299e58551a410b64daafb5017d54bbe822e003856f06a802"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:08f1e20bccf73b08d12d804d6e1c22ca5530e71659e6673bce31a6bb71c1e73f"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0dc5dceeaefcc96dc192e3a80bbe1d6c410c469e97bdd47494a7d930987f18b2"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-manylinux_2_31_riscv64.whl", hash = "sha256:d76f9cc8665acdc0c9177043746775aa7babbf479b5520b78ae4002d889f5c21"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:134fae0e36022edad8290a6661edf40c023562964efea0cc0ec7f5d392d2aaef"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:eb11a4f1b2b63337cfd3b4d110af778a59aae51c81d195768e353d8b52f88081"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:13e608ac9f50a0ed4faec0e90ece76ae33b34c0e8656e3dceb9a7db994c692cd"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:dd2135527aa40f061350c3f8f89da2644de26cd73e4de458e79606384f4f68e7"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-win32.whl", hash = "sha256:3020724ade63fe320a972e2ffd93b5623227e684315adce194941167fee02688"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-win_amd64.whl", hash = "sha256:8ee50c3e41739886606388ba3ab3ee2aae9f35fb23f833091833255a31740797"},
+    {file = "rpds_py-0.27.1-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:acb9aafccaae278f449d9c713b64a9e68662e7799dbd5859e2c6b3c67b56d334"},
+    {file = "rpds_py-0.27.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:b7fb801aa7f845ddf601c49630deeeccde7ce10065561d92729bfe81bd21fb33"},
+    {file = "rpds_py-0.27.1-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fe0dd05afb46597b9a2e11c351e5e4283c741237e7f617ffb3252780cca9336a"},
+    {file = "rpds_py-0.27.1-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b6dfb0e058adb12d8b1d1b25f686e94ffa65d9995a5157afe99743bf7369d62b"},
+    {file = "rpds_py-0.27.1-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ed090ccd235f6fa8bb5861684567f0a83e04f52dfc2e5c05f2e4b1309fcf85e7"},
+    {file = "rpds_py-0.27.1-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:bf876e79763eecf3e7356f157540d6a093cef395b65514f17a356f62af6cc136"},
+    {file = "rpds_py-0.27.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:12ed005216a51b1d6e2b02a7bd31885fe317e45897de81d86dcce7d74618ffff"},
+    {file = "rpds_py-0.27.1-cp314-cp314-manylinux_2_31_riscv64.whl", hash = "sha256:ee4308f409a40e50593c7e3bb8cbe0b4d4c66d1674a316324f0c2f5383b486f9"},
+    {file = "rpds_py-0.27.1-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:0b08d152555acf1f455154d498ca855618c1378ec810646fcd7c76416ac6dc60"},
+    {file = "rpds_py-0.27.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:dce51c828941973a5684d458214d3a36fcd28da3e1875d659388f4f9f12cc33e"},
+    {file = "rpds_py-0.27.1-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:c1476d6f29eb81aa4151c9a31219b03f1f798dc43d8af1250a870735516a1212"},
+    {file = "rpds_py-0.27.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:3ce0cac322b0d69b63c9cdb895ee1b65805ec9ffad37639f291dd79467bee675"},
+    {file = "rpds_py-0.27.1-cp314-cp314-win32.whl", hash = "sha256:dfbfac137d2a3d0725758cd141f878bf4329ba25e34979797c89474a89a8a3a3"},
+    {file = "rpds_py-0.27.1-cp314-cp314-win_amd64.whl", hash = "sha256:a6e57b0abfe7cc513450fcf529eb486b6e4d3f8aee83e92eb5f1ef848218d456"},
+    {file = "rpds_py-0.27.1-cp314-cp314-win_arm64.whl", hash = "sha256:faf8d146f3d476abfee026c4ae3bdd9ca14236ae4e4c310cbd1cf75ba33d24a3"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:ba81d2b56b6d4911ce735aad0a1d4495e808b8ee4dc58715998741a26874e7c2"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:84f7d509870098de0e864cad0102711c1e24e9b1a50ee713b65928adb22269e4"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a9e960fc78fecd1100539f14132425e1d5fe44ecb9239f8f27f079962021523e"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:62f85b665cedab1a503747617393573995dac4600ff51869d69ad2f39eb5e817"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:fed467af29776f6556250c9ed85ea5a4dd121ab56a5f8b206e3e7a4c551e48ec"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f2729615f9d430af0ae6b36cf042cb55c0936408d543fb691e1a9e36648fd35a"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1b207d881a9aef7ba753d69c123a35d96ca7cb808056998f6b9e8747321f03b8"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-manylinux_2_31_riscv64.whl", hash = "sha256:639fd5efec029f99b79ae47e5d7e00ad8a773da899b6309f6786ecaf22948c48"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:fecc80cb2a90e28af8a9b366edacf33d7a91cbfe4c2c4544ea1246e949cfebeb"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:42a89282d711711d0a62d6f57d81aa43a1368686c45bc1c46b7f079d55692734"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:cf9931f14223de59551ab9d38ed18d92f14f055a5f78c1d8ad6493f735021bbb"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:f39f58a27cc6e59f432b568ed8429c7e1641324fbe38131de852cd77b2d534b0"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-win32.whl", hash = "sha256:d5fa0ee122dc09e23607a28e6d7b150da16c662e66409bbe85230e4c85bb528a"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-win_amd64.whl", hash = "sha256:6567d2bb951e21232c2f660c24cf3470bb96de56cdcb3f071a83feeaff8a2772"},
+    {file = "rpds_py-0.27.1-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:c918c65ec2e42c2a78d19f18c553d77319119bf43aa9e2edf7fb78d624355527"},
+    {file = "rpds_py-0.27.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:1fea2b1a922c47c51fd07d656324531adc787e415c8b116530a1d29c0516c62d"},
+    {file = "rpds_py-0.27.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bbf94c58e8e0cd6b6f38d8de67acae41b3a515c26169366ab58bdca4a6883bb8"},
+    {file = "rpds_py-0.27.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:c2a8fed130ce946d5c585eddc7c8eeef0051f58ac80a8ee43bd17835c144c2cc"},
+    {file = "rpds_py-0.27.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:037a2361db72ee98d829bc2c5b7cc55598ae0a5e0ec1823a56ea99374cfd73c1"},
+    {file = "rpds_py-0.27.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5281ed1cc1d49882f9997981c88df1a22e140ab41df19071222f7e5fc4e72125"},
+    {file = "rpds_py-0.27.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2fd50659a069c15eef8aa3d64bbef0d69fd27bb4a50c9ab4f17f83a16cbf8905"},
+    {file = "rpds_py-0.27.1-cp39-cp39-manylinux_2_31_riscv64.whl", hash = "sha256:c4b676c4ae3921649a15d28ed10025548e9b561ded473aa413af749503c6737e"},
+    {file = "rpds_py-0.27.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:079bc583a26db831a985c5257797b2b5d3affb0386e7ff886256762f82113b5e"},
+    {file = "rpds_py-0.27.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:4e44099bd522cba71a2c6b97f68e19f40e7d85399de899d66cdb67b32d7cb786"},
+    {file = "rpds_py-0.27.1-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:e202e6d4188e53c6661af813b46c37ca2c45e497fc558bacc1a7630ec2695aec"},
+    {file = "rpds_py-0.27.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:f41f814b8eaa48768d1bb551591f6ba45f87ac76899453e8ccd41dba1289b04b"},
+    {file = "rpds_py-0.27.1-cp39-cp39-win32.whl", hash = "sha256:9e71f5a087ead99563c11fdaceee83ee982fd39cf67601f4fd66cb386336ee52"},
+    {file = "rpds_py-0.27.1-cp39-cp39-win_amd64.whl", hash = "sha256:71108900c9c3c8590697244b9519017a400d9ba26a36c48381b3f64743a44aab"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:7ba22cb9693df986033b91ae1d7a979bc399237d45fccf875b76f62bb9e52ddf"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:5b640501be9288c77738b5492b3fd3abc4ba95c50c2e41273c8a1459f08298d3"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fb08b65b93e0c6dd70aac7f7890a9c0938d5ec71d5cb32d45cf844fb8ae47636"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d7ff07d696a7a38152ebdb8212ca9e5baab56656749f3d6004b34ab726b550b8"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:fb7c72262deae25366e3b6c0c0ba46007967aea15d1eea746e44ddba8ec58dcc"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7b002cab05d6339716b03a4a3a2ce26737f6231d7b523f339fa061d53368c9d8"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:23f6b69d1c26c4704fec01311963a41d7de3ee0570a84ebde4d544e5a1859ffc"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-manylinux_2_31_riscv64.whl", hash = "sha256:530064db9146b247351f2a0250b8f00b289accea4596a033e94be2389977de71"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:7b90b0496570bd6b0321724a330d8b545827c4df2034b6ddfc5f5275f55da2ad"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:879b0e14a2da6a1102a3fc8af580fc1ead37e6d6692a781bd8c83da37429b5ab"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-musllinux_1_2_i686.whl", hash = "sha256:0d807710df3b5faa66c731afa162ea29717ab3be17bdc15f90f2d9f183da4059"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:3adc388fc3afb6540aec081fa59e6e0d3908722771aa1e37ffe22b220a436f0b"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:c796c0c1cc68cb08b0284db4229f5af76168172670c74908fdbd4b7d7f515819"},
+    {file = "rpds_py-0.27.1-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:cdfe4bb2f9fe7458b7453ad3c33e726d6d1c7c0a72960bcc23800d77384e42df"},
+    {file = "rpds_py-0.27.1-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:8fabb8fd848a5f75a2324e4a84501ee3a5e3c78d8603f83475441866e60b94a3"},
+    {file = "rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:eda8719d598f2f7f3e0f885cba8646644b55a187762bec091fa14a2b819746a9"},
+    {file = "rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3c64d07e95606ec402a0a1c511fe003873fa6af630bda59bac77fac8b4318ebc"},
+    {file = "rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:93a2ed40de81bcff59aabebb626562d48332f3d028ca2036f1d23cbb52750be4"},
+    {file = "rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:387ce8c44ae94e0ec50532d9cb0edce17311024c9794eb196b90e1058aadeb66"},
+    {file = "rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:aaf94f812c95b5e60ebaf8bfb1898a7d7cb9c1af5744d4a67fa47796e0465d4e"},
+    {file = "rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_31_riscv64.whl", hash = "sha256:4848ca84d6ded9b58e474dfdbad4b8bfb450344c0551ddc8d958bf4b36aa837c"},
+    {file = "rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:2bde09cbcf2248b73c7c323be49b280180ff39fadcfe04e7b6f54a678d02a7cf"},
+    {file = "rpds_py-0.27.1-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:94c44ee01fd21c9058f124d2d4f0c9dc7634bec93cd4b38eefc385dabe71acbf"},
+    {file = "rpds_py-0.27.1-pp311-pypy311_pp73-musllinux_1_2_i686.whl", hash = "sha256:df8b74962e35c9249425d90144e721eed198e6555a0e22a563d29fe4486b51f6"},
+    {file = "rpds_py-0.27.1-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:dc23e6820e3b40847e2f4a7726462ba0cf53089512abe9ee16318c366494c17a"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:aa8933159edc50be265ed22b401125c9eebff3171f570258854dbce3ecd55475"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:a50431bf02583e21bf273c71b89d710e7a710ad5e39c725b14e685610555926f"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:78af06ddc7fe5cc0e967085a9115accee665fb912c22a3f54bad70cc65b05fe6"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:70d0738ef8fee13c003b100c2fbd667ec4f133468109b3472d249231108283a3"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e2f6fd8a1cea5bbe599b6e78a6e5ee08db434fc8ffea51ff201c8765679698b3"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8177002868d1426305bb5de1e138161c2ec9eb2d939be38291d7c431c4712df8"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:008b839781d6c9bf3b6a8984d1d8e56f0ec46dc56df61fd669c49b58ae800400"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-manylinux_2_31_riscv64.whl", hash = "sha256:a55b9132bb1ade6c734ddd2759c8dc132aa63687d259e725221f106b83a0e485"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:a46fdec0083a26415f11d5f236b79fa1291c32aaa4a17684d82f7017a1f818b1"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:8a63b640a7845f2bdd232eb0d0a4a2dd939bcdd6c57e6bb134526487f3160ec5"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-musllinux_1_2_i686.whl", hash = "sha256:7e32721e5d4922deaaf963469d795d5bde6093207c52fec719bd22e5d1bedbc4"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:2c426b99a068601b5f4623573df7a7c3d72e87533a2dd2253353a03e7502566c"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:4fc9b7fe29478824361ead6e14e4f5aed570d477e06088826537e202d25fe859"},
+    {file = "rpds_py-0.27.1.tar.gz", hash = "sha256:26a1c73171d10b7acccbded82bf6a586ab8203601e565badc74bbbf8bc5a10f8"},
 ]
 
 [[package]]
@@ -989,6 +1076,7 @@ version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main", "dev"]
 files = [
     {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
     {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
@@ -1000,6 +1088,7 @@ version = "2.2.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"},
     {file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"},
@@ -1037,24 +1126,26 @@ files = [
 
 [[package]]
 name = "types-oauthlib"
-version = "3.2.0.20250516"
+version = "3.3.0.20250822"
 description = "Typing stubs for oauthlib"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
-    {file = "types_oauthlib-3.2.0.20250516-py3-none-any.whl", hash = "sha256:5799235528bc9bd262827149a1633ff55ae6e5a5f5f151f4dae74359783a31b3"},
-    {file = "types_oauthlib-3.2.0.20250516.tar.gz", hash = "sha256:56bf2cffdb8443ae718d4e83008e3fbd5f861230b4774e6d7799527758119d9a"},
+    {file = "types_oauthlib-3.3.0.20250822-py3-none-any.whl", hash = "sha256:b7f4c9b9eed0e020f454e0af800b10e93dd2efd196da65744b76910cce7e70d6"},
+    {file = "types_oauthlib-3.3.0.20250822.tar.gz", hash = "sha256:2cd41587dd80c199e4230e3f086777e9ae525e89579c64afe5e0039ab09be9de"},
 ]
 
 [[package]]
 name = "types-requests"
-version = "2.32.0.20250515"
+version = "2.32.4.20250809"
 description = "Typing stubs for requests"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
-    {file = "types_requests-2.32.0.20250515-py3-none-any.whl", hash = "sha256:f8eba93b3a892beee32643ff836993f15a785816acca21ea0ffa006f05ef0fb2"},
-    {file = "types_requests-2.32.0.20250515.tar.gz", hash = "sha256:09c8b63c11318cb2460813871aaa48b671002e59fda67ca909e9883777787581"},
+    {file = "types_requests-2.32.4.20250809-py3-none-any.whl", hash = "sha256:f73d1832fb519ece02c85b1f09d5f0dd3108938e7d47e7f94bbfa18a6782b163"},
+    {file = "types_requests-2.32.4.20250809.tar.gz", hash = "sha256:d8060de1c8ee599311f56ff58010fb4902f462a1470802cf9f6ed27bc46c4df3"},
 ]
 
 [package.dependencies]
@@ -1062,28 +1153,30 @@ urllib3 = ">=2"
 
 [[package]]
 name = "typing-extensions"
-version = "4.13.2"
-description = "Backported and Experimental Type Hints for Python 3.8+"
+version = "4.15.0"
+description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["dev"]
 files = [
-    {file = "typing_extensions-4.13.2-py3-none-any.whl", hash = "sha256:a439e7c04b49fec3e5d3e2beaa21755cadbbdc391694e28ccdd36ca4a1408f8c"},
-    {file = "typing_extensions-4.13.2.tar.gz", hash = "sha256:e6c81219bd689f51865d9e372991c540bda33a0379d5573cddb9a3a23f7caaef"},
+    {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
+    {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
 ]
 
 [[package]]
 name = "urllib3"
-version = "2.2.2"
+version = "2.5.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
-    {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"},
-    {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"},
+    {file = "urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"},
+    {file = "urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760"},
 ]
 
 [package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""]
 h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
@@ -1094,12 +1187,13 @@ version = "0.14.2"
 description = "Makes working with XML feel like you are working with JSON"
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
 files = [
     {file = "xmltodict-0.14.2-py2.py3-none-any.whl", hash = "sha256:20cc7d723ed729276e808f26fb6b3599f786cbc37e06c65e192ba77c40f20aac"},
     {file = "xmltodict-0.14.2.tar.gz", hash = "sha256:201e7c28bb210e374999d1dde6382923ab0ed1a8a5faeece48ab525b7810a553"},
 ]
 
 [metadata]
-lock-version = "2.0"
+lock-version = "2.1"
 python-versions = "^3.9"
-content-hash = "14bd809c3df2d46d28dec022caee04f19265aa874ca0cf5ecef721fd027bea90"
+content-hash = "2a5b99afc81ab3c870171ca57f545082a320f43a28298d2795c5ae613f947341"
diff --git a/src/edfi-paging-test/pyproject.toml b/src/edfi-paging-test/pyproject.toml
index 9c619e8c..5f3a3b70 100644
--- a/src/edfi-paging-test/pyproject.toml
+++ b/src/edfi-paging-test/pyproject.toml
@@ -10,13 +10,13 @@ python = "^3.9"
 ConfigArgParse = "^1.5.3"
 python-dotenv = "^0.19.2"
 requests-oauthlib = "^1.3.1"
-requests = "^2.27.1"
-urllib3 = "2.2.2"
+requests = "^2.32.4"
+urllib3 = "^2.5.0"
 pandas = "^1.4.1"
 errorhandler = "^2.0.1"
 numpy = "1.24.3"
 
-[tool.poetry.dev-dependencies]
+[tool.poetry.group.dev.dependencies]
 flake8 = "^4.0.1"
 pytest = "^7.0.1"
 mypy = "^0.931"
@@ -29,10 +29,6 @@ types-requests = "^2.27.12"
 data-science-types = "^0.2.23"
 pyfakefs = "^4.5.5"
 pook = "^1.0.2"
-
-
-
-[tool.poetry.group.dev.dependencies]
 black = "^24.4.2"
 
 [build-system]
diff --git a/src/edfi-performance-test/poetry.lock b/src/edfi-performance-test/poetry.lock
index 2a816d7f..10a5046c 100644
--- a/src/edfi-performance-test/poetry.lock
+++ b/src/edfi-performance-test/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.4 and should not be changed by hand.
 
 [[package]]
 name = "attrs"
@@ -522,7 +522,7 @@ description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 groups = ["dev"]
-markers = "python_version <= \"3.10\""
+markers = "python_version < \"3.11\""
 files = [
     {file = "exceptiongroup-1.2.1-py3-none-any.whl", hash = "sha256:5258b9ed329c5bbdd31a309f53cbfb0b155341807f6ff7606a1e801a891b29ad"},
     {file = "exceptiongroup-1.2.1.tar.gz", hash = "sha256:a4785e48b045528f5bfe627b6ad554ff32def154f42372786903b7abcfe1aa16"},
@@ -895,7 +895,7 @@ description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "python_version < \"3.10\""
+markers = "python_version == \"3.9\""
 files = [
     {file = "importlib_metadata-7.1.0-py3-none-any.whl", hash = "sha256:30962b96c0c223483ed6cc7280e7f0199feb01a0e40cfae4d4450fc6fab1f570"},
     {file = "importlib_metadata-7.1.0.tar.gz", hash = "sha256:b78938b926ee8d5f020fc4772d487045805a55ddbad2ecf21c6d60938dc7fcd2"},
@@ -1322,8 +1322,8 @@ files = [
 [package.dependencies]
 numpy = [
     {version = ">=1.20.3", markers = "python_version < \"3.10\""},
+    {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
     {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
-    {version = ">=1.21.0", markers = "python_version == \"3.10\""},
 ]
 python-dateutil = ">=2.8.1"
 pytz = ">=2020.1"
@@ -1887,7 +1887,7 @@ files = [
     {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
     {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
 ]
-markers = {main = "python_version <= \"3.10\""}
+markers = {main = "python_version < \"3.11\""}
 
 [[package]]
 name = "types-requests"
@@ -1930,14 +1930,14 @@ files = [
 
 [[package]]
 name = "urllib3"
-version = "2.2.2"
+version = "2.5.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"},
-    {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"},
+    {file = "urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"},
+    {file = "urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760"},
 ]
 
 [package.extras]
@@ -1983,7 +1983,7 @@ description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "python_version < \"3.10\""
+markers = "python_version == \"3.9\""
 files = [
     {file = "zipp-3.19.2-py3-none-any.whl", hash = "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"},
     {file = "zipp-3.19.2.tar.gz", hash = "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19"},
@@ -2069,4 +2069,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9"
-content-hash = "8b3dd0d64ec51d2d6fb116c395100d8db6f04d906c90ef8480f59253d2f664c7"
+content-hash = "a98352e63c65ce6042dbfe5c90ab335617e00d82cf5dfd3519362ce2446f0e4d"
diff --git a/src/edfi-performance-test/pyproject.toml b/src/edfi-performance-test/pyproject.toml
index f2bdd5a3..e3d2f263 100644
--- a/src/edfi-performance-test/pyproject.toml
+++ b/src/edfi-performance-test/pyproject.toml
@@ -8,7 +8,7 @@ license = "Apache-2.0"
 [tool.poetry.dependencies]
 python = "^3.9"
 ConfigArgParse = "^1.5.3"
-urllib3 = "2.2.2"
+urllib3 = "^2.5.0"
 pandas = "^1.4.1"
 errorhandler = "^2.0.1"
 python-dotenv = "^0.20.0"
@@ -18,7 +18,7 @@ gevent = "^23.9.1"
 jinja2 = "3.1.3"
 numpy = "1.24.3"
 
-[tool.poetry.dev-dependencies]
+[tool.poetry.group.dev.dependencies]
 flake8 = "^4.0.1"
 pytest = "^7.0.1"
 mypy = "^0.931"
diff --git a/src/edfi-query-test/.coveragerc b/src/edfi-query-test/.coveragerc
new file mode 100644
index 00000000..45379dc1
--- /dev/null
+++ b/src/edfi-query-test/.coveragerc
@@ -0,0 +1,5 @@
+[run]
+branch = True
+source = edfi_query_test
+
+[report]
diff --git a/src/edfi-query-test/.flake8 b/src/edfi-query-test/.flake8
new file mode 100644
index 00000000..8ccacb71
--- /dev/null
+++ b/src/edfi-query-test/.flake8
@@ -0,0 +1,4 @@
+[flake8]
+max-line-length = 110
+extend-ignore = E203, W503, E501
+exclude = .git, __pycache__, .venv
\ No newline at end of file
diff --git a/src/edfi-query-test/.gitignore b/src/edfi-query-test/.gitignore
new file mode 100644
index 00000000..c0006b2a
--- /dev/null
+++ b/src/edfi-query-test/.gitignore
@@ -0,0 +1,3 @@
+.coverage
+*.xml
+*.json
diff --git a/src/edfi-query-test/.mypy.ini b/src/edfi-query-test/.mypy.ini
new file mode 100644
index 00000000..3a14a71f
--- /dev/null
+++ b/src/edfi-query-test/.mypy.ini
@@ -0,0 +1,11 @@
+[mypy]
+files=edfi_query_test, tests
+
+[mypy-errorhandler]
+ignore_missing_imports = True
+
+[mypy-configargparse]
+ignore_missing_imports = True
+
+[mypy-pook]
+ignore_missing_imports = True
diff --git a/src/edfi-query-test/README.md b/src/edfi-query-test/README.md
new file mode 100644
index 00000000..28d58e68
--- /dev/null
+++ b/src/edfi-query-test/README.md
@@ -0,0 +1,67 @@
+# Query Volume Test
+
+Provides data out performance metrics for the ODS / AP aimed at analysis of
+bottlenecks, and providing recommendations for server sizing for representative
+agency simulation sizes.
+
+## Getting Started
+
+1. Requires Python 3.9+ and Poetry.
+1. Install required Python packages:
+
+   ```bash
+   poetry install
+   ```
+
+## Running the Tool
+
+For detailed help, execute `poetry run python edfi_query_test -h`.
+
+Sample call using full integrated security, loading from the sample files
+directory:
+
+```bash
+poetry run python edfi_query_test -b "https://localhost:54746" -k "testkey" -s "testsecret" -r "resource1" "resource2"
+```
+
+### Supported arguments
+
+| Command Line Argument                | Required                             | Description                                                                                   |
+| ------------------------------------ | ------------------------------------ | --------------------------------------------------------------------------------------------- |
+| `-b` or `--baseUrl`                  | yes (no default)                     | ​The base url used to derived api, metadata, oauth, and dependency urls (e.g., http://server)  |
+| `-k` or `--key`                      | yes (no default)                     | The web API OAuth key                                                                         |
+| `-s` or `--secret`                   | yes (no default)                     | The web API OAuth secret                                                                      |
+| `-i` or `--ignoreCertificateErrors`  | no (default: false)                  | Ignore certificate errors                                                                     |
+| `-c` or `--connectionLimit`          | no (default: 5)                      | Maximum concurrent connections to api                                                         |
+| `-o` or `--output`                   | no (default: out)                    | Directory for writing results                                                                 |
+| `-t` or `--contentType`              | no (default: csv)                    | Output file content type: CSV, JSON                                                           |
+| `-r` or `--resourceList`             | no (no default)                      | (Optional) List of resources to test  - if not provided, all resources will be retrieved      |
+| `-p` or `--pageSize`                 | no (default: 100)                    | The page size to request. Max: 500.                                                           |
+| `-l` or `--logLevel`                 | no (default: INFO)                   | Override the console output log level: VERBOSE, DEBUG, INFO, WARN, ERROR                      |
+| `-d` or `--description`              | no (default: Query Volume Test Run) | Description for the test run                                                                  |
+
+Each argument can also be set by environment variable, or by using as `.env`
+file. See [.env.example](edfi_query_test/.env.example). Arguments provided at
+the command line override any arguments provided by environment variable.
+
+### Resource List
+
+When no resource list is provided, the tool will query the OpenAPI (Swagger)
+metadata to find all available resources, and then retrieve all of them.
+
+To limit to testing specific resources, simply pass the list of resource names
+to be retrieved. For example, `Students StudentSectionAssociations` will return
+only those two resources. To retrieve a resource from an extension, prefix that
+resource with the extension name and a slash. For example:
+`Students tpdm/Candidates` will retrieve all records from the `/ed-fi/Students` and the
+`tpdm/Candidates` endpoints. Note that this is not case sensitive. When using a .env file,
+the argument is set off as an array, e.g.
+`PERF_RESOURCE_LIST=["students", "StudentSchoolAssociations", "tpdm/candidates"]`
+
+### Dev Operations
+
+1. Style check: `poetry run flake8`
+2. Static typing check: `poetry run mypy .`
+3. Run unit tests: `poetry run pytest`
+4. Run unit tests with code coverage: `poetry run coverage run -m pytest tests`
+5. View code coverage: `poetry run coverage report`
diff --git a/src/edfi-query-test/edfi_query_test/.env.example b/src/edfi-query-test/edfi_query_test/.env.example
new file mode 100644
index 00000000..f49bf8d1
--- /dev/null
+++ b/src/edfi-query-test/edfi_query_test/.env.example
@@ -0,0 +1,16 @@
+PERF_API_BASEURL=https://example.com/WebAPI/api/
+PERF_API_KEY=yourClientKey
+PERF_API_SECRET=yourClientSecret
+PERF_CONNECTION_LIMIT=6
+PERF_OUTPUT_DIR=test_output
+PERF_CONTENT_TYPE=JSON
+PERF_API_PAGE_SIZE=402
+PERF_LOG_LEVEL=INFO
+
+# Comment out the following line if you want to test _all_ resources Note that
+# resource names are case sensitive and must match the name given in the Ed-Fi
+# API's Open API specification (swagger.json).
+PERF_RESOURCE_LIST="["students", "studentEducationOrganizationAssociations"]"
+
+# Set to true when using HTTP instead of HTTPS or when using self-signed certificates
+IGNORE_TLS_CERTIFICATE=false
diff --git a/src/edfi-query-test/edfi_query_test/__init__.py b/src/edfi-query-test/edfi_query_test/__init__.py
new file mode 100644
index 00000000..794c49e6
--- /dev/null
+++ b/src/edfi-query-test/edfi_query_test/__init__.py
@@ -0,0 +1,4 @@
+# SPDX-License-Identifier: Apache-2.0
+# Licensed to the Ed-Fi Alliance under one or more agreements.
+# The Ed-Fi Alliance licenses this file to you under the Apache License, Version 2.0.
+# See the LICENSE and NOTICES files in the project root for more information.
diff --git a/src/edfi-query-test/edfi_query_test/__main__.py b/src/edfi-query-test/edfi_query_test/__main__.py
new file mode 100644
index 00000000..0b40bd5e
--- /dev/null
+++ b/src/edfi-query-test/edfi_query_test/__main__.py
@@ -0,0 +1,70 @@
+# SPDX-License-Identifier: Apache-2.0
+# Licensed to the Ed-Fi Alliance under one or more agreements.
+# The Ed-Fi Alliance licenses this file to you under the Apache License, Version 2.0.
+# See the LICENSE and NOTICES files in the project root for more information.
+
+import asyncio
+import sys
+import logging
+
+from dotenv import load_dotenv
+from errorhandler import ErrorHandler
+
+from edfi_query_test.helpers.argparser import parse_main_arguments
+from edfi_query_test.helpers.main_arguments import MainArguments
+from edfi_query_test.performance_tester import run
+from edfi_query_test.helpers.log_level import LogLevel
+
+
+logger = logging.getLogger(__name__)
+
+
+def _redefine_debug_as_verbose(configuration: MainArguments, logger: str) -> None:
+    requests_logger = logging.getLogger(logger)
+    if configuration.log_level == LogLevel.VERBOSE:
+        requests_logger.setLevel(logging.DEBUG)
+    else:
+        requests_logger.setLevel(logging.INFO)
+
+
+def _configure_logging(configuration: MainArguments) -> None:
+
+    # Verbose is not a real Python log level, so convert back to DEBUG. Verbose
+    # is used for quieting other loggers when in DEBUG mode.
+    log_level = str(LogLevel.DEBUG if configuration.log_level == LogLevel.VERBOSE else configuration.log_level)
+
+    logging.basicConfig(
+        handlers=[
+            logging.StreamHandler(sys.stdout),
+        ],
+        format="%(asctime)s - %(levelname)s - %(name)s - %(message)s",
+        level=log_level,
+    )
+
+    # These two loggers produce far more than we really want to see in debug
+    # mode. Therefore we'll redefine _their_ debug modes as "verbose" for our
+    # purposes.
+    _redefine_debug_as_verbose(configuration, "requests_oauthlib.oauth2_session")
+    _redefine_debug_as_verbose(configuration, "urllib3.connectionpool")
+
+
+async def main() -> None:
+    load_dotenv()
+    configuration = parse_main_arguments()
+    _configure_logging(configuration)
+
+    # Important that this comes _after_ the logging configuration
+    error_tracker = ErrorHandler()
+
+    await run(configuration)
+
+    if error_tracker.fired:
+        logger.fatal(
+            "A fatal error occurred, please review the log output for more information."
+        )
+        sys.exit(1)
+    sys.exit(0)
+
+
+if __name__ == "__main__":
+    asyncio.run(main())
diff --git a/src/edfi-query-test/edfi_query_test/api/__init__.py b/src/edfi-query-test/edfi_query_test/api/__init__.py
new file mode 100644
index 00000000..794c49e6
--- /dev/null
+++ b/src/edfi-query-test/edfi_query_test/api/__init__.py
@@ -0,0 +1,4 @@
+# SPDX-License-Identifier: Apache-2.0
+# Licensed to the Ed-Fi Alliance under one or more agreements.
+# The Ed-Fi Alliance licenses this file to you under the Apache License, Version 2.0.
+# See the LICENSE and NOTICES files in the project root for more information.
diff --git a/src/edfi-query-test/edfi_query_test/api/api_info.py b/src/edfi-query-test/edfi_query_test/api/api_info.py
new file mode 100644
index 00000000..9994e642
--- /dev/null
+++ b/src/edfi-query-test/edfi_query_test/api/api_info.py
@@ -0,0 +1,31 @@
+# SPDX-License-Identifier: Apache-2.0
+# Licensed to the Ed-Fi Alliance under one or more agreements.
+# The Ed-Fi Alliance licenses this file to you under the Apache License, Version 2.0.
+# See the LICENSE and NOTICES files in the project root for more information.
+
+
+from typing import List, Dict
+from dataclasses import dataclass
+
+
+@dataclass
+class APIInfo:
+    """
+    Container for holding details from api version endpoint
+    """
+
+    version: str
+    datamodels: List[Dict[str, str]]
+    urls: Dict[str, str]
+
+    @property
+    def oauth_url(self) -> str:
+        return self.urls["oauth"]
+
+    @property
+    def api_metadata_url(self) -> str:
+        return self.urls["openApiMetadata"]
+
+    @property
+    def data_management_api_url(self) -> str:
+        return self.urls["dataManagementApi"]
diff --git a/src/edfi-query-test/edfi_query_test/api/paginated_result.py b/src/edfi-query-test/edfi_query_test/api/paginated_result.py
new file mode 100644
index 00000000..f219b2e8
--- /dev/null
+++ b/src/edfi-query-test/edfi_query_test/api/paginated_result.py
@@ -0,0 +1,52 @@
+# SPDX-License-Identifier: Apache-2.0
+# Licensed to the Ed-Fi Alliance under one or more agreements.
+# The Ed-Fi Alliance licenses this file to you under the Apache License, Version 2.0.
+# See the LICENSE and NOTICES files in the project root for more information.
+
+from typing import Any, Dict, List
+
+
+class PaginatedResult():
+    """
+    The PaginatedResult class is bound with information from the response of the
+    api, specifically when it returns a list of items that could be paginated.
+
+    Parameters
+    ----------
+    request_client : RequestClient
+        The request client.
+    page_size : int
+        The number of items per page.
+    total_count : int
+        Total number of items.
+    api_response : dict
+        The original response as a dictionary.
+    resource_name : str
+        The name used by the API for the current resource.
+    current_page : Optional[str]
+        The page that you have requested.
+    """
+
+    def __init__(
+        self,
+        resource_name: str,
+        page_size: int,
+        api_response: List[Dict[str, Any]],
+        status_code: int,
+        current_page: int = 1,
+    ):
+        self.page_size = page_size
+        self.current_page = current_page
+
+        if api_response is None:
+            self.current_page_items: List[Dict[str, Any]] = []
+        else:
+            self.current_page_items = api_response
+
+        self._api_response = api_response
+        self._resource_name = resource_name
+        self.status_code = status_code
+
+    @property
+    def size(self) -> int:
+        return len(self.current_page_items)
diff --git a/src/edfi-query-test/edfi_query_test/api/request_client.py b/src/edfi-query-test/edfi_query_test/api/request_client.py
new file mode 100644
index 00000000..5db601b9
--- /dev/null
+++ b/src/edfi-query-test/edfi_query_test/api/request_client.py
@@ -0,0 +1,313 @@
+# SPDX-License-Identifier: Apache-2.0
+# Licensed to the Ed-Fi Alliance under one or more agreements.
+# The Ed-Fi Alliance licenses this file to you under the Apache License, Version 2.0.
+# See the LICENSE and NOTICES files in the project root for more information.
+
+import logging
+import urllib3
+import os
+from typing import Any, Callable, Dict, List, Tuple, TypeVar, Optional
+from timeit import default_timer
+from http import HTTPStatus
+
+from requests import Response, adapters
+from requests.auth import HTTPBasicAuth
+from oauthlib.oauth2 import BackendApplicationClient
+from oauthlib.oauth2 import TokenExpiredError
+from requests_oauthlib import OAuth2Session  # type: ignore
+
+from edfi_query_test.api.paginated_result import PaginatedResult
+from edfi_query_test.api.api_info import APIInfo
+from edfi_query_test.helpers.argparser import MainArguments
+from edfi_query_test.reporter.request_logger import log_request
+from edfi_query_test.helpers.api_metadata import get_base_api_response
+from urllib.parse import quote
+
+
+EDFI_DATA_MODEL_NAME = "ed-fi"
+
+T = TypeVar("T")
+
+logger = logging.getLogger(__name__)
+
+
+def timeit(callback: Callable[[], T]) -> Tuple[float, T]:
+    start = default_timer()
+    response = callback()
+    elapsed = default_timer() - start
+
+    return (elapsed, response)
+
+
+class RequestClient:
+    """
+    The RequestClient class wraps all the configuration complexity related
+    to authentication and http requests
+
+    Parameters
+    ----------
+    api_key : str
+        The API client key for EdFi.
+    api_secret : str
+        The API client secret for EdFi.
+    api_base_url : [str]
+        The API base url.
+
+    Attributes
+    ----------
+    oauth : OAuth2Session
+        The two-legged authenticated OAuth2 session.
+    """
+
+    def __init__(self, args: MainArguments) -> None:
+        self.api_base_url = args.baseUrl
+        self.page_size = args.pageSize
+
+        self.auth = HTTPBasicAuth(args.key, args.secret)
+        client = BackendApplicationClient(client_id=args.key)
+        self.oauth = OAuth2Session(client=client)
+        self.api_info: Optional[APIInfo] = None
+        # configure connection pool
+        requests_adapter = adapters.HTTPAdapter(
+            pool_connections=args.connectionLimit, pool_maxsize=args.connectionLimit
+        )
+        self.oauth.mount("http://", requests_adapter)
+        self.oauth.mount("https://", requests_adapter)
+        self.verify_cert = not args.ignoreCertificateErrors
+        # Allow running with an unsecured server
+        if (args.ignoreCertificateErrors):
+            os.environ["OAUTHLIB_INSECURE_TRANSPORT"] = "1"
+        # Supres insecure request warnings from the console
+        urllib3.disable_warnings(urllib3.exceptions.InsecureRequestWarning)
+
+    def _build_url_for_resource(self, resource: str) -> str:
+        endpoint = resource
+        if "/" not in resource:
+            endpoint = EDFI_DATA_MODEL_NAME + "/" + resource
+
+        return self._urljoin(self._get_api_info().data_management_api_url, endpoint)
+
+    def _build_query_params_for_page(self, page_index, page_size: int) -> str:
+        page_offset = (page_index - 1) * page_size
+        return f"offset={page_offset}&limit={page_size}"
+
+    def _get_api_info(self) -> APIInfo:
+        """Send an HTTP GET request for the api root to fetch api metadata.
+
+        Returns
+        -------
+        APIInfo
+        """
+        if self.api_info is None:
+            response = get_base_api_response(
+                self.api_base_url, self.verify_cert)
+            self.api_info = APIInfo(
+                version=response["version"],
+                datamodels=response["dataModels"],
+                urls=response["urls"],
+            )
+        return self.api_info
+
+    def _authorize(self) -> None:
+        logger.debug("Authenticating to the ODS/API")
+        self.oauth.fetch_token(
+            self._get_api_info().oauth_url, auth=self.auth,
+            verify=self.verify_cert
+        )
+
+    def _urljoin(self, base_url: str, relative_url: str) -> str:
+        """
+        Combine base and relative URL, preventing double slashes.
+
+        The native urljoin will strip off any endpoint on the base url. For
+        example, urljoin("http://a/b/", "/c") --> "http://a/c", whereas one
+        wants "http://a/b/c".
+        """
+        relative_url = relative_url[1:] if relative_url.startswith(
+            "/") else relative_url
+        base_url = base_url[:len(
+            base_url)-1] if base_url.endswith("/") else base_url
+        return f"{base_url}/{relative_url}"
+
+    def _get(self, url: str) -> Response:
+        """
+        Send an HTTP GET request.
+
+        Parameters
+        ----------
+        relative_url : str
+            The resource endpoint that you want to request.
+
+        Returns
+        -------
+        dict
+            A parsed response from the server
+
+        Raises
+        -------
+        RuntimeError
+            If the GET operation is unsuccessful
+        """
+        assert isinstance(
+            self.api_base_url, str
+        ), "Property `api_base_url` should be of type `str`."
+
+        if not self.oauth.authorized:
+            self._authorize()
+
+        if not url.startswith(self.api_base_url):
+            url = self._urljoin(self.api_base_url, url)
+
+        response: Response
+
+        def __get() -> Response:
+            return self.oauth.get(
+                url=url,
+                auth=self.oauth.auth,
+                verify=self.verify_cert,
+            )
+
+        try:
+            response = __get()
+        except TokenExpiredError:
+            self._authorize()
+            response = __get()
+            # If that fails after authorization, then let it go
+
+        if response.status_code != HTTPStatus.OK:
+            message = response.text.replace("\r", "").replace("\n", "")
+            logger.warning(
+                f"Response {response.status_code} to {url} with message: {message}"
+            )
+
+        return response
+
+    def get_total(self, resource: str) -> int:
+        """
+        Get total resource count by sending an HTTP GET request.
+
+        Parameters
+        ----------
+        resource : str
+            The resource endpoint that you want to request.
+
+        Returns
+        -------
+        int
+            Total resource count
+
+        Raises
+        -------
+        RuntimeError
+            If the GET operation is unsuccessful
+        """
+        logger.info(f"Getting total count for {resource}.")
+        total_count_url = (
+            f"{self._build_url_for_resource(resource)}?offset=0&limit=0&totalCount=true"
+        )
+
+        logger.debug(f"GET {total_count_url}")
+
+        response = self._get(total_count_url)
+
+        total_count = "total-count"
+        if total_count in response.headers:
+            return int(response.headers[total_count])
+
+        logger.warning(
+            "An API error occurred: total-count was not provided in the API response."
+        )
+        return 0
+
+    def get_page(self, resource: str, page: int = 1) -> PaginatedResult:
+        """Send an HTTP GET request for the next page.
+
+        Returns
+        -------
+        PaginatedResult
+        """
+
+        next_url = (
+            f"{self._build_url_for_resource(resource)}?"
+            f"{self._build_query_params_for_page(page, self.page_size)}"
+        )
+
+        logger.debug(f"GET {next_url}")
+        elapsed, response = timeit(lambda: self._get(next_url))
+
+        items = response.json() if len(
+            response.text) > 0 and response.status_code == HTTPStatus.OK else []
+
+        return PaginatedResult(
+            resource_name=resource,
+            current_page=page,
+            page_size=self.page_size,
+            api_response=items,
+            status_code=response.status_code,
+        )
+
+    def get_all(self, resource: str) -> List[Dict[str, Any]]:
+        """
+        Send an HTTP GET request for all pages of a resource.
+
+        Parameters
+        ----------
+        page_size : int
+            Number of items per page
+
+        Returns
+        -------
+        list
+            A list of all parsed results
+        """
+
+        logger.info(f"Retrieving all {resource} records...")
+
+        pagination_result = self.get_page(resource, 1)
+        page_items = pagination_result.current_page_items
+        # Assign to empty list if result is not a list, e.g. an error response from the API
+        items: List[Any] = page_items if (isinstance(page_items, list)) else []
+
+        while True:
+            pagination_result = self.get_page(
+                resource, pagination_result.current_page + 1
+            )
+            items.extend(pagination_result.current_page_items)
+
+            if pagination_result.size < self.page_size:
+                break
+
+        return items
+
+    def query(self, resource_name: str, query_params: Dict[str, str]) -> List[Dict[str, Any]]:
+        """
+        Executes a query against a specific Ed-Fi API resource with parameters.
+        
+        Constructs and executes an API request with the provided query parameters,
+        limiting results to 1 record for performance testing purposes.
+        
+        Args:
+            resource_name (str): Name of the Ed-Fi resource to query
+            query_params (Dict[str, str]): Dictionary of query parameters and values
+            
+        Returns:
+            List[Dict[str, Any]]: List containing the query results (limited to 1 record)
+        """
+
+        query_string = '&'.join([f"{key}={quote(str(value))}" for key, value in query_params.items()])
+        url = f"{self._build_url_for_resource(resource_name)}?limit=1&{query_string}"
+
+        logger.debug(f"GET {url}")
+        elapsed, response = timeit(lambda: self._get(url))
+
+        items = response.json() if len(response.text) > 0 and response.status_code == HTTPStatus.OK else []
+
+        log_request(
+            resource_name,
+            url,
+            len(query_params),
+            elapsed,
+            response.status_code,
+        )
+
+        return items
diff --git a/src/edfi-query-test/edfi_query_test/helpers/__init__.py b/src/edfi-query-test/edfi_query_test/helpers/__init__.py
new file mode 100644
index 00000000..87ba02ac
--- /dev/null
+++ b/src/edfi-query-test/edfi_query_test/helpers/__init__.py
@@ -0,0 +1,6 @@
+# SPDX-License-Identifier: Apache-2.0
+# Licensed to the Ed-Fi Alliance under one or more agreements.
+# The Ed-Fi Alliance licenses this file to you under the Apache License, Version 2.0.
+# See the LICENSE and NOTICES files in the project root for more information.
+
+__version__ = "0.1.0"
diff --git a/src/edfi-query-test/edfi_query_test/helpers/api_metadata.py b/src/edfi-query-test/edfi_query_test/helpers/api_metadata.py
new file mode 100644
index 00000000..3480d62a
--- /dev/null
+++ b/src/edfi-query-test/edfi_query_test/helpers/api_metadata.py
@@ -0,0 +1,152 @@
+# SPDX-License-Identifier: Apache-2.0
+# Licensed to the Ed-Fi Alliance under one or more agreements.
+# The Ed-Fi Alliance licenses this file to you under the Apache License, Version 2.0.
+# See the LICENSE and NOTICES files in the project root for more information.
+
+import logging
+import requests
+import urllib3
+from functools import cache
+from typing import Any, List, Dict
+
+from edfi_query_test.helpers.query_param import QueryParam
+
+# Supres insecure request warnings from the console
+urllib3.disable_warnings(urllib3.exceptions.InsecureRequestWarning)
+
+logger = logging.getLogger(__name__)
+
+
+@cache
+def get_base_api_response(api_base_url: str, verify_cert: bool = True) -> Dict[str, Any]:
+    """
+    Gets the metadata response from the base API. Cached to avoid multiple requests.
+
+    Parameters
+    ----------
+    api_base_url : str
+        The base URL of the API.
+
+    Returns
+    -------
+    Dict
+        The API metadata response from the server
+    """
+    logger.debug("Getting metadata from the api root.")
+    try:
+        return requests.get(
+            api_base_url,
+            verify=verify_cert
+        ).json()
+    except requests.exceptions.RequestException as e:
+        raise RuntimeError(f"Error: {e}.") from e
+
+
+@cache
+def get_openapi_metadata_response(api_base_url: str, verify_cert: bool = True) -> List[Dict[str, str]]:
+    """
+    Gets the OpenAPI metadata response from the base API. Cached to avoid multiple
+    requests.
+
+    Parameters
+    ----------
+    api_base_url : str
+        The base URL of the API.
+
+    Returns
+    -------
+    Dict
+        The OpenAPI metadata response from the server
+    """
+    logger.debug("Getting OpenAPI metadata from the api.")
+    base_api_response: Dict[str, Dict[str, str]] = get_base_api_response(api_base_url, verify_cert)
+    return requests.get(
+        base_api_response["urls"]["openApiMetadata"],
+        verify=verify_cert
+    ).json()
+
+
+@cache
+def get_resource_metadata_response(api_base_url: str, verify_cert: bool = True) -> Dict[str, Dict[str, str]]:
+    """
+    Gets the resource metadata response from the base API. Cached to avoid multiple
+    requests.
+
+    Parameters
+    ----------
+    api_base_url : str
+        The base URL of the API.
+
+    Returns
+    -------
+    Dict
+        The resource metadata response from the server
+    """
+    logger.debug("Getting resource metadata from the api.")
+    openapi_metadata: List[Dict[str, str]] = get_openapi_metadata_response(api_base_url, verify_cert)
+    resource_metadata: Dict[str, str] = next(
+        filter(lambda x: x["name"] == "Resources", openapi_metadata)
+    )
+    return requests.get(
+        resource_metadata["endpointUri"],
+        verify=verify_cert
+    ).json()
+
+
+def get_query_params_by_resource(api_base_url: str, verify_cert: bool = True) -> Dict[str, List[QueryParam]]:
+    """
+    Retrieves query parameters available for each Ed-Fi API resource.
+    
+    Analyzes the Ed-Fi API's OpenAPI metadata to determine which query parameters
+    are available for each resource endpoint, filtering out non-queryable paths.
+    
+    Args:
+        api_base_url (str): Base URL of the Ed-Fi API
+        verify_cert (bool): Whether to verify SSL certificates
+        
+    Returns:
+        Dict[str, List[QueryParam]]: Dictionary mapping resource names to their
+                                    available query parameters
+    """
+
+    resource_metadata_response: Dict[str, Dict[str, Any]
+                                     ] = get_resource_metadata_response(api_base_url, verify_cert)
+
+    # filter out paths that are for get by id, deletes, keyChanges or partitions
+    operations_by_resource = [(normalize_resource_path(path), operations) for path, operations in resource_metadata_response["paths"].items()
+                              if "{id}" not in path
+                              and "/deletes" not in path
+                              and "/keyChanges" not in path
+                              and "/partitions" not in path]
+
+    query_params_by_resource = {resource: get_query_params(
+        operations) for resource, operations in operations_by_resource}
+
+    return query_params_by_resource
+
+
+def get_query_params(operations) -> List[QueryParam]:
+    pagination_params = {'limit', 'offset', 'totalCount'}
+    return [QueryParam(name=param['name']) for param in operations['get']['parameters'] 
+            if 'in' in param and param['in'] == 'query' 
+            and param['name'] != 'id'
+            and param['name'] not in pagination_params]
+
+
+def normalize_resource_path(resource_path: str) -> str:
+    """
+    Takes a list of resource relative paths and normalizes to lowercase
+    and with the "ed-fi" namespace prefix removed.
+
+    Parameters
+    ----------
+    resource_paths : List[str]
+        The list of resource relative paths
+
+    Returns
+    -------
+    str
+        A normalized resource relative path.
+        For example: "studentschoolassociations", "tpdm/candidates"
+    """
+    return resource_path.removeprefix("/").removeprefix("ed-fi/")
diff --git a/src/edfi-query-test/edfi_query_test/helpers/argparser.py b/src/edfi-query-test/edfi_query_test/helpers/argparser.py
new file mode 100644
index 00000000..cc56e553
--- /dev/null
+++ b/src/edfi-query-test/edfi_query_test/helpers/argparser.py
@@ -0,0 +1,149 @@
+# SPDX-License-Identifier: Apache-2.0
+# Licensed to the Ed-Fi Alliance under one or more agreements.
+# The Ed-Fi Alliance licenses this file to you under the Apache License, Version 2.0.
+# See the LICENSE and NOTICES files in the project root for more information.
+
+from configargparse import ArgParser  # type: ignore
+
+from edfi_query_test.helpers.output_format import OutputFormat
+from edfi_query_test.helpers.log_level import LogLevel
+from edfi_query_test.helpers.main_arguments import MainArguments
+
+
+def parse_main_arguments() -> MainArguments:
+    """
+    Configures the command-line interface.
+    Parameters
+    ----------
+    args_in : list of str
+        Full argument list from the command line.
+    Returns
+    -------
+    arguments  : MainArguments
+        A populated `MainArguments` object.
+    """
+
+    parser = ArgParser()
+
+    parser.add(  # type: ignore
+        "-b",
+        "--baseUrl",
+        help="The base url used to derive the api, metadata, oauth, and dependency urls (e.g., http://server).",
+        type=str,
+        required=True,
+        env_var="PERF_API_BASEURL",
+    )
+    parser.add(  # type: ignore
+        "-k",
+        "--key",
+        help="The web API OAuth key",
+        type=str,
+        required=True,
+        env_var="PERF_API_KEY",
+    )
+    parser.add(  # type: ignore
+        "-s",
+        "--secret",
+        help="The web API OAuth secret",
+        type=str,
+        required=True,
+        env_var="PERF_API_SECRET",
+    )
+    parser.add(  # type: ignore
+        "-i",
+        "--ignoreCertificateErrors",
+        help="Certificate errors are ignored",
+        action='store_true',  # default false
+        env_var="IGNORE_TLS_CERTIFICATE",
+    )
+    parser.add(  # type: ignore
+        "-c",
+        "--connectionLimit",
+        help="Maximum concurrent connections to api",
+        type=int,
+        default=5,
+        env_var="PERF_CONNECTION_LIMIT",
+    )
+    parser.add(  # type: ignore
+        "-o",
+        "--output",
+        help="Directory for writing results",
+        type=str,
+        default="out",
+        env_var="PERF_OUTPUT_DIR",
+    )
+    parser.add(  # type: ignore
+        "-t",
+        "--contentType",
+        help="CSV or JSON",
+        choices=list(OutputFormat),
+        default=OutputFormat.CSV,
+        type=OutputFormat,
+        env_var="PERF_CONTENT_TYPE",
+    )
+    parser.add(  # type: ignore
+        "-r",
+        "--resourceList",
+        help="(Optional) List of resources to test  - if not provided, all resources will be retrieved",
+        nargs="+",
+        env_var="PERF_RESOURCE_LIST",
+    )
+    parser.add(  # type: ignore
+        "-p",
+        "--pageSize",
+        help="The page size to request. Max: 500.",
+        type=int,
+        default="100",
+        env_var="PERF_API_PAGE_SIZE",
+    )
+    parser.add(  # type: ignore
+        "-l",
+        "--logLevel",
+        help="Console log level: VERBOSE, DEBUG, INFO, WARN, ERROR",
+        type=LogLevel,
+        choices=list(LogLevel),
+        default=LogLevel.INFO,
+        env_var="PERF_LOG_LEVEL",
+    )
+    parser.add(  # type: ignore
+        "-d",
+        "--description",
+        help="Description for the test run",
+        type=str,
+        default="Query Volume Test Run",
+        env_var="PERF_DESCRIPTION",
+    )
+    parser.add(  # type: ignore
+        "--resourceCount",
+        help="Maximum number of resources to test for query performance",
+        type=int,
+        default=10,
+        env_var="PERF_QUERY_RESOURCE_COUNT",
+    )
+    parser.add(  # type: ignore
+        "--combinationsLimit",
+        help="Maximum number of query parameter combinations to test per resource",
+        type=int,
+        default=50,
+        env_var="PERF_QUERY_COMBINATIONS_LIMIT",
+    )
+
+    args_parsed = parser.parse_args()
+
+    arguments = MainArguments(
+        args_parsed.baseUrl,
+        args_parsed.connectionLimit,
+        args_parsed.key,
+        args_parsed.secret,
+        args_parsed.ignoreCertificateErrors,
+        args_parsed.output,
+        args_parsed.description,
+        args_parsed.contentType,
+        args_parsed.resourceList or [],
+        args_parsed.pageSize,
+        args_parsed.logLevel,
+        args_parsed.resourceCount,
+        args_parsed.combinationsLimit,
+    )
+
+    return arguments
diff --git a/src/edfi-query-test/edfi_query_test/helpers/case_insensitive_enum.py b/src/edfi-query-test/edfi_query_test/helpers/case_insensitive_enum.py
new file mode 100644
index 00000000..134262aa
--- /dev/null
+++ b/src/edfi-query-test/edfi_query_test/helpers/case_insensitive_enum.py
@@ -0,0 +1,20 @@
+# SPDX-License-Identifier: Apache-2.0
+# Licensed to the Ed-Fi Alliance under one or more agreements.
+# The Ed-Fi Alliance licenses this file to you under the Apache License, Version 2.0.
+# See the LICENSE and NOTICES files in the project root for more information.
+
+from enum import Enum
+from typing import Optional
+
+
+class CaseInsensitiveEnum(Enum):
+    @classmethod
+    def _missing_(cls, value: object) -> Optional["CaseInsensitiveEnum"]:
+        for member in cls:
+            if member.value == str(value).upper():
+                return member
+
+        return None
+
+    def __str__(self):
+        return self.value
diff --git a/src/edfi-query-test/edfi_query_test/helpers/log_level.py b/src/edfi-query-test/edfi_query_test/helpers/log_level.py
new file mode 100644
index 00000000..861ade73
--- /dev/null
+++ b/src/edfi-query-test/edfi_query_test/helpers/log_level.py
@@ -0,0 +1,20 @@
+# SPDX-License-Identifier: Apache-2.0
+# Licensed to the Ed-Fi Alliance under one or more agreements.
+# The Ed-Fi Alliance licenses this file to you under the Apache License, Version 2.0.
+# See the LICENSE and NOTICES files in the project root for more information.
+
+from edfi_query_test.helpers.case_insensitive_enum import CaseInsensitiveEnum
+
+
+class LogLevel(CaseInsensitiveEnum):
+    DEBUG = "DEBUG"
+    INFO = "INFO"
+    WARNING = "WARNING"
+    ERROR = "ERROR"
+    VERBOSE = "VERBOSE"
+
+    def __eq__(self, other: object) -> bool:
+        try:
+            return self.value == LogLevel(other).value
+        except:  # noqa: E722
+            return False
diff --git a/src/edfi-query-test/edfi_query_test/helpers/main_arguments.py b/src/edfi-query-test/edfi_query_test/helpers/main_arguments.py
new file mode 100644
index 00000000..eab32957
--- /dev/null
+++ b/src/edfi-query-test/edfi_query_test/helpers/main_arguments.py
@@ -0,0 +1,31 @@
+# SPDX-License-Identifier: Apache-2.0
+# Licensed to the Ed-Fi Alliance under one or more agreements.
+# The Ed-Fi Alliance licenses this file to you under the Apache License, Version 2.0.
+# See the LICENSE and NOTICES files in the project root for more information.
+
+from typing import List
+from dataclasses import dataclass
+
+from edfi_query_test.helpers.output_format import OutputFormat
+from edfi_query_test.helpers.log_level import LogLevel
+
+
+@dataclass
+class MainArguments:
+    """
+    Container for holding arguments parsed at the command line.
+    """
+
+    baseUrl: str
+    connectionLimit: int
+    key: str
+    secret: str
+    ignoreCertificateErrors: bool
+    output: str
+    description: str
+    contentType: OutputFormat
+    resourceList: List[str]
+    pageSize: int = 100
+    log_level: LogLevel = LogLevel.INFO
+    resourceCount: int = 10
+    combinationsLimit: int = 50
diff --git a/src/edfi-query-test/edfi_query_test/helpers/output_format.py b/src/edfi-query-test/edfi_query_test/helpers/output_format.py
new file mode 100644
index 00000000..30273a6e
--- /dev/null
+++ b/src/edfi-query-test/edfi_query_test/helpers/output_format.py
@@ -0,0 +1,11 @@
+# SPDX-License-Identifier: Apache-2.0
+# Licensed to the Ed-Fi Alliance under one or more agreements.
+# The Ed-Fi Alliance licenses this file to you under the Apache License, Version 2.0.
+# See the LICENSE and NOTICES files in the project root for more information.
+
+from edfi_query_test.helpers.case_insensitive_enum import CaseInsensitiveEnum
+
+
+class OutputFormat(CaseInsensitiveEnum):
+    JSON = "JSON"
+    CSV = "CSV"
diff --git a/src/edfi-query-test/edfi_query_test/helpers/query_param.py b/src/edfi-query-test/edfi_query_test/helpers/query_param.py
new file mode 100644
index 00000000..add4c1bf
--- /dev/null
+++ b/src/edfi-query-test/edfi_query_test/helpers/query_param.py
@@ -0,0 +1,22 @@
+# SPDX-License-Identifier: Apache-2.0
+# Licensed to the Ed-Fi Alliance under one or more agreements.
+# The Ed-Fi Alliance licenses this file to you under the Apache License, Version 2.0.
+# See the LICENSE and NOTICES files in the project root for more information.
+
+from dataclasses import dataclass
+
+
+@dataclass(frozen=True)
+class QueryParam:
+    """
+    Represents a query parameter that can be used in Ed-Fi API requests.
+
+    This class encapsulates the information needed to construct query parameters
+    for testing different API endpoint combinations and their performance
+    characteristics.
+
+    Attributes:
+        name (str): The name of the query parameter (e.g., 'studentUniqueId',
+                   'schoolId', 'gradingPeriodDescriptor').
+    """
+    name: str
diff --git a/src/edfi-query-test/edfi_query_test/performance_tester.py b/src/edfi-query-test/edfi_query_test/performance_tester.py
new file mode 100644
index 00000000..e7829407
--- /dev/null
+++ b/src/edfi-query-test/edfi_query_test/performance_tester.py
@@ -0,0 +1,246 @@
+# SPDX-License-Identifier: Apache-2.0
+# Licensed to the Ed-Fi Alliance under one or more agreements.
+# The Ed-Fi Alliance licenses this file to you under the Apache License, Version 2.0.
+# See the LICENSE and NOTICES files in the project root for more information.
+
+import asyncio
+from concurrent.futures import ThreadPoolExecutor
+from datetime import datetime
+from itertools import chain, combinations
+import logging
+import random
+import time
+from typing import Any, Dict, List, Tuple
+
+from edfi_query_test.api.request_client import RequestClient
+from edfi_query_test.reporter import request_logger
+from edfi_query_test.reporter import reporter
+from edfi_query_test.helpers.main_arguments import MainArguments
+from edfi_query_test.helpers.output_format import OutputFormat
+from edfi_query_test.helpers.api_metadata import get_query_params_by_resource
+from edfi_query_test.reporter.summary import Summary
+from edfi_query_test.helpers.query_param import QueryParam
+
+
+logger = logging.getLogger(__name__)
+
+
+def _generate_output_reports(args: MainArguments) -> None:
+    df = request_logger.get_DataFrame()
+
+    run_name = datetime.now().strftime("%Y-%m-%d-%H-%M-%S")
+    create_detail_out = {
+        OutputFormat.CSV: reporter.create_detail_csv,
+        OutputFormat.JSON: reporter.create_detail_json,
+    }
+    create_detail_out[args.contentType](df, args.output, run_name)
+
+    create_statistics_out = {
+        OutputFormat.CSV: reporter.create_statistics_csv,
+        OutputFormat.JSON: reporter.create_statistics_json,
+    }
+    create_statistics_out[args.contentType](df, args.output, run_name)
+    summary = Summary(
+        run_name=run_name, run_configration=args
+    )
+    reporter.create_summary_json(
+        summary.get_DataFrame(), args.output, run_name)
+
+
+def fetch_resource(request_client: RequestClient, resource_name: str) -> Tuple[str, List[Dict[str, Any]]]:
+    resources = request_client.get_all(resource_name)
+    total_count = request_client.get_total(resource_name)
+
+    if len(resources) != total_count:
+        logger.warn(
+            f"{resource_name}: expected {total_count} results, got: {len(resources)}"
+        )
+
+    return (resource_name, resources)
+
+
+def fetch_resource_by_query(request_client: RequestClient, resource_name: str, resource: Dict[str, Any], query_params: Tuple[QueryParam, ...]):
+
+    params = {query_param.name: resource[query_param.name]
+              for query_param in query_params}
+    entries = request_client.query(resource_name, params)
+
+    if len(entries) == 0:
+        logger.warning(
+            f'Expected at least 1 record while querying "{resource_name}"')
+
+
+def invalid_resources(
+    openapi_resources: List[str], resources_to_check: List[str]
+) -> List[str]:
+    return [r for r in resources_to_check if r not in openapi_resources]
+
+def find_resource_with_all_query_params(resources: List[Dict[str, Any]], query_params: Tuple[QueryParam, ...], count: int) -> List[Dict[str, Any]]:
+    """
+    Finds resources that contain all specified query parameters.
+    
+    Searches through a list of resources to find ones that have non-null values
+    for all the specified query parameters, up to the requested count.
+    
+    Args:
+        resources: List of resource dictionaries to search through
+        query_params: Tuple of QueryParam objects representing required parameters
+        count: Maximum number of matching resources to return
+        
+    Returns:
+        List of resource dictionaries that contain all specified query parameters
+    """
+    result: List[Dict[str, Any]] = []
+    for resource in resources:
+        resource_has_all_query_params = True
+        for query_param in query_params:
+            if query_param.name not in resource or resource[query_param.name] == None:
+                resource_has_all_query_params = False
+                break
+
+        if resource_has_all_query_params:
+            result.append(resource)
+
+        if len(result) >= count:
+            break
+
+    return result
+
+
+def capitalize_first(text):
+    return text[0].upper() + text[1:]
+
+
+def flatten_resource(resource: Dict[str, Any]) -> Dict[str, Any]:
+    """
+    Flattens nested resource dictionaries for easier query parameter matching.
+    
+    Note: This may not improve matching for all API implementations if their
+    OpenAPI metadata is missing nested queryable fields.
+    """
+    flattened = {}
+
+    for key, value in resource.items():
+        if isinstance(value, dict):
+            for nested_key, nested_value in value.items():
+                flatten_key = key.removesuffix("Reference")
+                flatten_key = nested_key if nested_key.lower().startswith(
+                    flatten_key.lower()) else flatten_key + capitalize_first(nested_key)
+                flattened[flatten_key] = nested_value
+        else:
+            flattened[key] = value
+
+    return flattened
+
+
+def get_query_params_combinations(query_params: List[QueryParam]):
+    """
+    Generates combinations of query parameters for testing.
+    
+    Creates all possible combinations of query parameters from size 1 to 6.
+    The maximum combination size (6) could be made configurable in future versions.
+    
+    Args:
+        query_params: List of QueryParam objects to generate combinations from
+        
+    Returns:
+        List of tuples containing different combinations of query parameters
+    """
+    # Maximum combination size is currently hardcoded to 6
+    return list(chain(*[combinations(query_params, i + 1) for i in range(6)]))
+
+
+async def run(args: MainArguments) -> None:
+
+    try:
+        logger.info("Starting query volume test...")
+        start = time.time()
+
+        query_params_by_resource = get_query_params_by_resource(
+            args.baseUrl, not args.ignoreCertificateErrors)
+
+        resource_names: List[str] = list(query_params_by_resource.keys())
+        if len(args.resourceList) == 0:
+            args.resourceList = resource_names
+        else:
+            invalid_env_resources: List[str] = invalid_resources(
+                openapi_resources=resource_names,
+                resources_to_check=args.resourceList,
+            )
+            if len(invalid_env_resources) != 0:
+                raise RuntimeError(
+                    f"Invalid resources found: {','.join(invalid_env_resources)}"
+                )
+
+        request_client: RequestClient = RequestClient(args)
+
+        executor: ThreadPoolExecutor = ThreadPoolExecutor(
+            max_workers=args.connectionLimit
+        )
+        loop: asyncio.AbstractEventLoop = asyncio.get_event_loop()
+
+        fetch_resource_calls: List[asyncio.Future] = [
+            loop.run_in_executor(
+                executor, fetch_resource, request_client, target_resource
+            )
+            for target_resource in args.resourceList
+        ]
+
+        completed_fetch_resource_calls, _ = await asyncio.wait(fetch_resource_calls)
+        resources_by_resource_name: Dict[str, List[Dict[str, Any]]] = {
+            call.result()[0]: call.result()[1] for call in completed_fetch_resource_calls}
+
+        resources_to_query: List[Tuple[str,
+                                       Dict[str, Any], Tuple[QueryParam, ...]]] = []
+
+        for resource_name, resources in resources_by_resource_name.items():
+            if len(resources) == 0:
+                continue
+
+            query_params = query_params_by_resource[resource_name]
+            query_params_combinations = get_query_params_combinations(
+                query_params)
+
+            # Create a dictionary to group resources by query parameter for efficient lookup
+            resources_by_query_param: dict[str, list[Dict[str, Any]]] = {
+                query_param.name: [] for query_param in query_params}
+            for resources_with_all_query_params in resources:
+                for query_param in query_params:
+                    if query_param.name in resources_with_all_query_params and resources_with_all_query_params[query_param.name] != None:
+                        resources_by_query_param[query_param.name].append(
+                            resources_with_all_query_params)
+
+            for query_params in query_params_combinations:
+
+                # Find the query parameter with the fewest matching resources to optimize performance
+                min_resources = list(resources_by_query_param.items())[0][1]
+                for query_param in query_params:
+                    if len(resources_by_query_param[query_param.name]) < len(min_resources):
+                        min_resources = resources_by_query_param[query_param.name]
+
+                random.shuffle(min_resources)
+                # Limit to 10 resources per combination (configurable in future versions)
+                resources_with_all_query_params = find_resource_with_all_query_params(
+                    min_resources, query_params, 10)
+
+                if len(resources_with_all_query_params) == 0:
+                    continue
+
+                resources_to_query.extend([(resource_name, resource, query_params)
+                                          for resource in resources_with_all_query_params])
+
+        query_resource_calls: List[asyncio.Future] = [
+            loop.run_in_executor(
+                executor, fetch_resource_by_query, request_client, resource_name, resource, query_params
+            )
+            for (resource_name, resource, query_params) in resources_to_query
+        ]
+
+        await asyncio.wait(query_resource_calls)
+
+        _generate_output_reports(args)
+        logger.info(
+            f"Finished with query volume test in {time.time() - start} seconds."
+        )
+    except BaseException as err:
+        logger.error(err)
diff --git a/src/edfi-query-test/edfi_query_test/reporter/__init__.py b/src/edfi-query-test/edfi_query_test/reporter/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/src/edfi-query-test/edfi_query_test/reporter/measurement.py b/src/edfi-query-test/edfi_query_test/reporter/measurement.py
new file mode 100644
index 00000000..71527ea7
--- /dev/null
+++ b/src/edfi-query-test/edfi_query_test/reporter/measurement.py
@@ -0,0 +1,10 @@
+from dataclasses import dataclass
+
+
+@dataclass
+class Measurement:
+    resource: str
+    URL: str
+    query_param_count: int
+    elapsed_time: float
+    http_status_code: int
diff --git a/src/edfi-query-test/edfi_query_test/reporter/reporter.py b/src/edfi-query-test/edfi_query_test/reporter/reporter.py
new file mode 100644
index 00000000..8a24b9ef
--- /dev/null
+++ b/src/edfi-query-test/edfi_query_test/reporter/reporter.py
@@ -0,0 +1,82 @@
+from pandas import DataFrame, Series
+from os import path, makedirs
+
+
+def _create_if_not_exists(directory: str) -> None:
+    if not path.exists(directory):
+        makedirs(directory)
+
+
+def create_detail_csv(df: DataFrame, output_dir: str, run_name: str) -> None:
+    run_dir = path.join(output_dir, run_name)
+    _create_if_not_exists(run_dir)
+
+    file_path = path.join(run_dir, "detail.csv")
+    df.to_csv(file_path, index=False)
+
+
+def create_detail_json(df: DataFrame, output_dir: str, run_name: str) -> None:
+    run_dir = path.join(output_dir, run_name)
+    _create_if_not_exists(run_dir)
+
+    file_path = path.join(run_dir, "detail.json")
+
+    # Apparently to_json is not in the type stub
+    df.to_json(file_path, orient="records")  # type: ignore
+
+
+def _calculate_statistics(df: DataFrame) -> DataFrame:
+    summary = df.copy()
+
+    # Need multiple columns in order to perform three different aggregations
+    summary["MeanTime"] = summary["ElapsedTime"]
+    summary["StDeviation"] = summary["ElapsedTime"]
+
+    # This is a fascinating capability. Found mention in Medium article,
+    # though not at all clear from the Pandas documentation. Type check
+    # does not like it, because not covered in the type stub
+    summary = summary.groupby(by=["Resource"], as_index=False).apply(
+        lambda s: Series(
+            {
+                "NumberOfRecords": len(s),
+                "TotalTime": s["ElapsedTime"].sum(),
+                "MeanTime": s["MeanTime"].mean(),
+                # "Unbiased" estimate of standard deviation for a sample
+                # (ddof=1, panda's default). Equivalent of Excel STDEV.S()
+                "StDeviation": s["StDeviation"].std().round(6),  # type: ignore
+                "NumberOfErrors": s[(s["StatusCode"] >= 400)]["StatusCode"].count(),
+            }
+        )
+    )  # type: ignore
+
+    summary.fillna(value=0, inplace=True)
+
+    return summary
+
+
+def create_statistics_csv(df: DataFrame, output_dir: str, run_name: str) -> None:
+    run_dir = path.join(output_dir, run_name)
+    _create_if_not_exists(run_dir)
+
+    file_path = path.join(run_dir, "statistics.csv")
+    _calculate_statistics(df).to_csv(file_path, index=False)
+
+
+def create_statistics_json(df: DataFrame, output_dir: str, run_name: str) -> None:
+    run_dir = path.join(output_dir, run_name)
+    _create_if_not_exists(run_dir)
+
+    file_path = path.join(run_dir, "statistics.json")
+
+    # Apparently to_json is not in the type stub
+    _calculate_statistics(df).to_json(file_path, orient="records")  # type: ignore
+
+
+def create_summary_json(df: DataFrame, output_dir: str, run_name: str) -> None:
+    run_dir = path.join(output_dir, run_name)
+    _create_if_not_exists(run_dir)
+
+    file_path = path.join(run_dir, "summary.json")
+
+    # Apparently to_json is not in the type stub
+    df.to_json(file_path, orient="records")  # type: ignore
diff --git a/src/edfi-query-test/edfi_query_test/reporter/request_logger.py b/src/edfi-query-test/edfi_query_test/reporter/request_logger.py
new file mode 100644
index 00000000..20fe5c79
--- /dev/null
+++ b/src/edfi-query-test/edfi_query_test/reporter/request_logger.py
@@ -0,0 +1,63 @@
+from typing import List
+
+from pandas import DataFrame
+
+from edfi_query_test.reporter.measurement import Measurement
+
+_request_log: List[Measurement] = []
+
+
+def log_request(
+    resource: str,
+    base_url: str,
+    query_param_count: int,
+    elapsed: float,
+    status_code: int,
+) -> None:
+    m = Measurement(
+        resource,
+        base_url,
+        query_param_count,
+        elapsed,
+        status_code,
+    )
+
+    _request_log.append(m)
+
+
+def get_DataFrame() -> DataFrame:
+    """
+    Converts or appends a list of Measurements to a DataFrame.
+
+    Parameters
+    ----------
+    measurements: List[Measurement]
+        A list of Measurements that will be loaded into the DataFrame
+    df: DataFrame
+        An optional initial DataFrame
+
+    Returns
+    -------
+    DataFrame
+        A new DataFrame, or the modified Dataframe if `df` is provided
+    """
+    if len(_request_log) == 0:
+        raise RuntimeError(
+            "No measurements have been captured, therefore cannot create a DataFrame"
+        )
+
+    df = DataFrame(data=_request_log)
+    df.rename(
+        {
+            "resource": "Resource",
+            "query_param_count": "NumberOfQueryFilters",
+            "elapsed_time": "ElapsedTime",
+            "http_status_code": "StatusCode",
+        },
+        inplace=True,
+        axis=1,
+    )
+
+    df.sort_values(by=["Resource"], inplace=True)
+
+    return df
diff --git a/src/edfi-query-test/edfi_query_test/reporter/summary.py b/src/edfi-query-test/edfi_query_test/reporter/summary.py
new file mode 100644
index 00000000..312569af
--- /dev/null
+++ b/src/edfi-query-test/edfi_query_test/reporter/summary.py
@@ -0,0 +1,40 @@
+# SPDX-License-Identifier: Apache-2.0
+# Licensed to the Ed-Fi Alliance under one or more agreements.
+# The Ed-Fi Alliance licenses this file to you under the Apache License, Version 2.0.
+# See the LICENSE and NOTICES files in the project root for more information.
+
+from dataclasses import dataclass
+from edfi_query_test.helpers.main_arguments import MainArguments
+from pandas import DataFrame
+import pandas as pd
+import json
+import socket
+
+
+@dataclass
+class Summary:
+    run_name: str
+    run_configration: MainArguments
+    machine_name : str = socket.gethostname()
+
+    def __post_init__(self):
+        if (self.run_configration):
+            self.run_configration.resourceList = (self.run_configration.resourceList or ["all"])
+            self.run_configration.contentType = self.run_configration.contentType.value  # type: ignore
+            self.run_configration.log_level = self.run_configration.log_level.value  # type: ignore
+
+    def get_DataFrame(self) -> DataFrame:
+        """
+        Converts Summary to a DataFrame.
+
+        Returns
+        -------
+        DataFrame
+            A new DataFrame representing Summary
+        """
+
+        df = DataFrame(data=[self])
+        json_summary = json.loads(df.to_json(orient="records"))  # type: ignore
+        df = pd.json_normalize(json_summary)  # type: ignore
+        df.columns = df.columns.str.title().str.replace("_", "")  # type: ignore
+        return df
diff --git a/src/edfi-query-test/poetry.lock b/src/edfi-query-test/poetry.lock
new file mode 100644
index 00000000..561a5134
--- /dev/null
+++ b/src/edfi-query-test/poetry.lock
@@ -0,0 +1,1199 @@
+# This file is automatically @generated by Poetry 2.1.4 and should not be changed by hand.
+
+[[package]]
+name = "attrs"
+version = "25.3.0"
+description = "Classes Without Boilerplate"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
+    {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
+]
+
+[package.extras]
+benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
+tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""]
+
+[[package]]
+name = "black"
+version = "24.10.0"
+description = "The uncompromising code formatter."
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "black-24.10.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e6668650ea4b685440857138e5fe40cde4d652633b1bdffc62933d0db4ed9812"},
+    {file = "black-24.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1c536fcf674217e87b8cc3657b81809d3c085d7bf3ef262ead700da345bfa6ea"},
+    {file = "black-24.10.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:649fff99a20bd06c6f727d2a27f401331dc0cc861fb69cde910fe95b01b5928f"},
+    {file = "black-24.10.0-cp310-cp310-win_amd64.whl", hash = "sha256:fe4d6476887de70546212c99ac9bd803d90b42fc4767f058a0baa895013fbb3e"},
+    {file = "black-24.10.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:5a2221696a8224e335c28816a9d331a6c2ae15a2ee34ec857dcf3e45dbfa99ad"},
+    {file = "black-24.10.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:f9da3333530dbcecc1be13e69c250ed8dfa67f43c4005fb537bb426e19200d50"},
+    {file = "black-24.10.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4007b1393d902b48b36958a216c20c4482f601569d19ed1df294a496eb366392"},
+    {file = "black-24.10.0-cp311-cp311-win_amd64.whl", hash = "sha256:394d4ddc64782e51153eadcaaca95144ac4c35e27ef9b0a42e121ae7e57a9175"},
+    {file = "black-24.10.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:b5e39e0fae001df40f95bd8cc36b9165c5e2ea88900167bddf258bacef9bbdc3"},
+    {file = "black-24.10.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:d37d422772111794b26757c5b55a3eade028aa3fde43121ab7b673d050949d65"},
+    {file = "black-24.10.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:14b3502784f09ce2443830e3133dacf2c0110d45191ed470ecb04d0f5f6fcb0f"},
+    {file = "black-24.10.0-cp312-cp312-win_amd64.whl", hash = "sha256:30d2c30dc5139211dda799758559d1b049f7f14c580c409d6ad925b74a4208a8"},
+    {file = "black-24.10.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:1cbacacb19e922a1d75ef2b6ccaefcd6e93a2c05ede32f06a21386a04cedb981"},
+    {file = "black-24.10.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:1f93102e0c5bb3907451063e08b9876dbeac810e7da5a8bfb7aeb5a9ef89066b"},
+    {file = "black-24.10.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ddacb691cdcdf77b96f549cf9591701d8db36b2f19519373d60d31746068dbf2"},
+    {file = "black-24.10.0-cp313-cp313-win_amd64.whl", hash = "sha256:680359d932801c76d2e9c9068d05c6b107f2584b2a5b88831c83962eb9984c1b"},
+    {file = "black-24.10.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:17374989640fbca88b6a448129cd1745c5eb8d9547b464f281b251dd00155ccd"},
+    {file = "black-24.10.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:63f626344343083322233f175aaf372d326de8436f5928c042639a4afbbf1d3f"},
+    {file = "black-24.10.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ccfa1d0cb6200857f1923b602f978386a3a2758a65b52e0950299ea014be6800"},
+    {file = "black-24.10.0-cp39-cp39-win_amd64.whl", hash = "sha256:2cd9c95431d94adc56600710f8813ee27eea544dd118d45896bb734e9d7a0dc7"},
+    {file = "black-24.10.0-py3-none-any.whl", hash = "sha256:3bb2b7a1f7b685f85b11fed1ef10f8a9148bceb49853e47a294a3dd963c1dd7d"},
+    {file = "black-24.10.0.tar.gz", hash = "sha256:846ea64c97afe3bc677b761787993be4991810ecc7a4a937816dd6bddedc4875"},
+]
+
+[package.dependencies]
+click = ">=8.0.0"
+mypy-extensions = ">=0.4.3"
+packaging = ">=22.0"
+pathspec = ">=0.9.0"
+platformdirs = ">=2"
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
+
+[package.extras]
+colorama = ["colorama (>=0.4.3)"]
+d = ["aiohttp (>=3.10)"]
+jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
+uvloop = ["uvloop (>=0.15.2)"]
+
+[[package]]
+name = "certifi"
+version = "2025.8.3"
+description = "Python package for providing Mozilla's CA Bundle."
+optional = false
+python-versions = ">=3.7"
+groups = ["main", "dev"]
+files = [
+    {file = "certifi-2025.8.3-py3-none-any.whl", hash = "sha256:f6c12493cfb1b06ba2ff328595af9350c65d6644968e5d3a2ffd78699af217a5"},
+    {file = "certifi-2025.8.3.tar.gz", hash = "sha256:e564105f78ded564e3ae7c923924435e1daa7463faeab5bb932bc53ffae63407"},
+]
+
+[[package]]
+name = "charset-normalizer"
+version = "3.4.3"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+optional = false
+python-versions = ">=3.7"
+groups = ["main", "dev"]
+files = [
+    {file = "charset_normalizer-3.4.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:fb7f67a1bfa6e40b438170ebdc8158b78dc465a5a67b6dde178a46987b244a72"},
+    {file = "charset_normalizer-3.4.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:cc9370a2da1ac13f0153780040f465839e6cccb4a1e44810124b4e22483c93fe"},
+    {file = "charset_normalizer-3.4.3-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:07a0eae9e2787b586e129fdcbe1af6997f8d0e5abaa0bc98c0e20e124d67e601"},
+    {file = "charset_normalizer-3.4.3-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:74d77e25adda8581ffc1c720f1c81ca082921329452eba58b16233ab1842141c"},
+    {file = "charset_normalizer-3.4.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d0e909868420b7049dafd3a31d45125b31143eec59235311fc4c57ea26a4acd2"},
+    {file = "charset_normalizer-3.4.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:c6f162aabe9a91a309510d74eeb6507fab5fff92337a15acbe77753d88d9dcf0"},
+    {file = "charset_normalizer-3.4.3-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:4ca4c094de7771a98d7fbd67d9e5dbf1eb73efa4f744a730437d8a3a5cf994f0"},
+    {file = "charset_normalizer-3.4.3-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:02425242e96bcf29a49711b0ca9f37e451da7c70562bc10e8ed992a5a7a25cc0"},
+    {file = "charset_normalizer-3.4.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:78deba4d8f9590fe4dae384aeff04082510a709957e968753ff3c48399f6f92a"},
+    {file = "charset_normalizer-3.4.3-cp310-cp310-win32.whl", hash = "sha256:d79c198e27580c8e958906f803e63cddb77653731be08851c7df0b1a14a8fc0f"},
+    {file = "charset_normalizer-3.4.3-cp310-cp310-win_amd64.whl", hash = "sha256:c6e490913a46fa054e03699c70019ab869e990270597018cef1d8562132c2669"},
+    {file = "charset_normalizer-3.4.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:b256ee2e749283ef3ddcff51a675ff43798d92d746d1a6e4631bf8c707d22d0b"},
+    {file = "charset_normalizer-3.4.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:13faeacfe61784e2559e690fc53fa4c5ae97c6fcedb8eb6fb8d0a15b475d2c64"},
+    {file = "charset_normalizer-3.4.3-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:00237675befef519d9af72169d8604a067d92755e84fe76492fef5441db05b91"},
+    {file = "charset_normalizer-3.4.3-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:585f3b2a80fbd26b048a0be90c5aae8f06605d3c92615911c3a2b03a8a3b796f"},
+    {file = "charset_normalizer-3.4.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0e78314bdc32fa80696f72fa16dc61168fda4d6a0c014e0380f9d02f0e5d8a07"},
+    {file = "charset_normalizer-3.4.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:96b2b3d1a83ad55310de8c7b4a2d04d9277d5591f40761274856635acc5fcb30"},
+    {file = "charset_normalizer-3.4.3-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:939578d9d8fd4299220161fdd76e86c6a251987476f5243e8864a7844476ba14"},
+    {file = "charset_normalizer-3.4.3-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:fd10de089bcdcd1be95a2f73dbe6254798ec1bda9f450d5828c96f93e2536b9c"},
+    {file = "charset_normalizer-3.4.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:1e8ac75d72fa3775e0b7cb7e4629cec13b7514d928d15ef8ea06bca03ef01cae"},
+    {file = "charset_normalizer-3.4.3-cp311-cp311-win32.whl", hash = "sha256:6cf8fd4c04756b6b60146d98cd8a77d0cdae0e1ca20329da2ac85eed779b6849"},
+    {file = "charset_normalizer-3.4.3-cp311-cp311-win_amd64.whl", hash = "sha256:31a9a6f775f9bcd865d88ee350f0ffb0e25936a7f930ca98995c05abf1faf21c"},
+    {file = "charset_normalizer-3.4.3-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:e28e334d3ff134e88989d90ba04b47d84382a828c061d0d1027b1b12a62b39b1"},
+    {file = "charset_normalizer-3.4.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0cacf8f7297b0c4fcb74227692ca46b4a5852f8f4f24b3c766dd94a1075c4884"},
+    {file = "charset_normalizer-3.4.3-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c6fd51128a41297f5409deab284fecbe5305ebd7e5a1f959bee1c054622b7018"},
+    {file = "charset_normalizer-3.4.3-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:3cfb2aad70f2c6debfbcb717f23b7eb55febc0bb23dcffc0f076009da10c6392"},
+    {file = "charset_normalizer-3.4.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1606f4a55c0fd363d754049cdf400175ee96c992b1f8018b993941f221221c5f"},
+    {file = "charset_normalizer-3.4.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:027b776c26d38b7f15b26a5da1044f376455fb3766df8fc38563b4efbc515154"},
+    {file = "charset_normalizer-3.4.3-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:42e5088973e56e31e4fa58eb6bd709e42fc03799c11c42929592889a2e54c491"},
+    {file = "charset_normalizer-3.4.3-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:cc34f233c9e71701040d772aa7490318673aa7164a0efe3172b2981218c26d93"},
+    {file = "charset_normalizer-3.4.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:320e8e66157cc4e247d9ddca8e21f427efc7a04bbd0ac8a9faf56583fa543f9f"},
+    {file = "charset_normalizer-3.4.3-cp312-cp312-win32.whl", hash = "sha256:fb6fecfd65564f208cbf0fba07f107fb661bcd1a7c389edbced3f7a493f70e37"},
+    {file = "charset_normalizer-3.4.3-cp312-cp312-win_amd64.whl", hash = "sha256:86df271bf921c2ee3818f0522e9a5b8092ca2ad8b065ece5d7d9d0e9f4849bcc"},
+    {file = "charset_normalizer-3.4.3-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:14c2a87c65b351109f6abfc424cab3927b3bdece6f706e4d12faaf3d52ee5efe"},
+    {file = "charset_normalizer-3.4.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:41d1fc408ff5fdfb910200ec0e74abc40387bccb3252f3f27c0676731df2b2c8"},
+    {file = "charset_normalizer-3.4.3-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:1bb60174149316da1c35fa5233681f7c0f9f514509b8e399ab70fea5f17e45c9"},
+    {file = "charset_normalizer-3.4.3-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:30d006f98569de3459c2fc1f2acde170b7b2bd265dc1943e87e1a4efe1b67c31"},
+    {file = "charset_normalizer-3.4.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:416175faf02e4b0810f1f38bcb54682878a4af94059a1cd63b8747244420801f"},
+    {file = "charset_normalizer-3.4.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:6aab0f181c486f973bc7262a97f5aca3ee7e1437011ef0c2ec04b5a11d16c927"},
+    {file = "charset_normalizer-3.4.3-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:fdabf8315679312cfa71302f9bd509ded4f2f263fb5b765cf1433b39106c3cc9"},
+    {file = "charset_normalizer-3.4.3-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:bd28b817ea8c70215401f657edef3a8aa83c29d447fb0b622c35403780ba11d5"},
+    {file = "charset_normalizer-3.4.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:18343b2d246dc6761a249ba1fb13f9ee9a2bcd95decc767319506056ea4ad4dc"},
+    {file = "charset_normalizer-3.4.3-cp313-cp313-win32.whl", hash = "sha256:6fb70de56f1859a3f71261cbe41005f56a7842cc348d3aeb26237560bfa5e0ce"},
+    {file = "charset_normalizer-3.4.3-cp313-cp313-win_amd64.whl", hash = "sha256:cf1ebb7d78e1ad8ec2a8c4732c7be2e736f6e5123a4146c5b89c9d1f585f8cef"},
+    {file = "charset_normalizer-3.4.3-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:3cd35b7e8aedeb9e34c41385fda4f73ba609e561faedfae0a9e75e44ac558a15"},
+    {file = "charset_normalizer-3.4.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b89bc04de1d83006373429975f8ef9e7932534b8cc9ca582e4db7d20d91816db"},
+    {file = "charset_normalizer-3.4.3-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2001a39612b241dae17b4687898843f254f8748b796a2e16f1051a17078d991d"},
+    {file = "charset_normalizer-3.4.3-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:8dcfc373f888e4fb39a7bc57e93e3b845e7f462dacc008d9749568b1c4ece096"},
+    {file = "charset_normalizer-3.4.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:18b97b8404387b96cdbd30ad660f6407799126d26a39ca65729162fd810a99aa"},
+    {file = "charset_normalizer-3.4.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:ccf600859c183d70eb47e05a44cd80a4ce77394d1ac0f79dbd2dd90a69a3a049"},
+    {file = "charset_normalizer-3.4.3-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:53cd68b185d98dde4ad8990e56a58dea83a4162161b1ea9272e5c9182ce415e0"},
+    {file = "charset_normalizer-3.4.3-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:30a96e1e1f865f78b030d65241c1ee850cdf422d869e9028e2fc1d5e4db73b92"},
+    {file = "charset_normalizer-3.4.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:d716a916938e03231e86e43782ca7878fb602a125a91e7acb8b5112e2e96ac16"},
+    {file = "charset_normalizer-3.4.3-cp314-cp314-win32.whl", hash = "sha256:c6dbd0ccdda3a2ba7c2ecd9d77b37f3b5831687d8dc1b6ca5f56a4880cc7b7ce"},
+    {file = "charset_normalizer-3.4.3-cp314-cp314-win_amd64.whl", hash = "sha256:73dc19b562516fc9bcf6e5d6e596df0b4eb98d87e4f79f3ae71840e6ed21361c"},
+    {file = "charset_normalizer-3.4.3-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:0f2be7e0cf7754b9a30eb01f4295cc3d4358a479843b31f328afd210e2c7598c"},
+    {file = "charset_normalizer-3.4.3-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c60e092517a73c632ec38e290eba714e9627abe9d301c8c8a12ec32c314a2a4b"},
+    {file = "charset_normalizer-3.4.3-cp38-cp38-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:252098c8c7a873e17dd696ed98bbe91dbacd571da4b87df3736768efa7a792e4"},
+    {file = "charset_normalizer-3.4.3-cp38-cp38-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:3653fad4fe3ed447a596ae8638b437f827234f01a8cd801842e43f3d0a6b281b"},
+    {file = "charset_normalizer-3.4.3-cp38-cp38-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8999f965f922ae054125286faf9f11bc6932184b93011d138925a1773830bbe9"},
+    {file = "charset_normalizer-3.4.3-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:d95bfb53c211b57198bb91c46dd5a2d8018b3af446583aab40074bf7988401cb"},
+    {file = "charset_normalizer-3.4.3-cp38-cp38-musllinux_1_2_ppc64le.whl", hash = "sha256:5b413b0b1bfd94dbf4023ad6945889f374cd24e3f62de58d6bb102c4d9ae534a"},
+    {file = "charset_normalizer-3.4.3-cp38-cp38-musllinux_1_2_s390x.whl", hash = "sha256:b5e3b2d152e74e100a9e9573837aba24aab611d39428ded46f4e4022ea7d1942"},
+    {file = "charset_normalizer-3.4.3-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:a2d08ac246bb48479170408d6c19f6385fa743e7157d716e144cad849b2dd94b"},
+    {file = "charset_normalizer-3.4.3-cp38-cp38-win32.whl", hash = "sha256:ec557499516fc90fd374bf2e32349a2887a876fbf162c160e3c01b6849eaf557"},
+    {file = "charset_normalizer-3.4.3-cp38-cp38-win_amd64.whl", hash = "sha256:5d8d01eac18c423815ed4f4a2ec3b439d654e55ee4ad610e153cf02faf67ea40"},
+    {file = "charset_normalizer-3.4.3-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:70bfc5f2c318afece2f5838ea5e4c3febada0be750fcf4775641052bbba14d05"},
+    {file = "charset_normalizer-3.4.3-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:23b6b24d74478dc833444cbd927c338349d6ae852ba53a0d02a2de1fce45b96e"},
+    {file = "charset_normalizer-3.4.3-cp39-cp39-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:34a7f768e3f985abdb42841e20e17b330ad3aaf4bb7e7aeeb73db2e70f077b99"},
+    {file = "charset_normalizer-3.4.3-cp39-cp39-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:fb731e5deb0c7ef82d698b0f4c5bb724633ee2a489401594c5c88b02e6cb15f7"},
+    {file = "charset_normalizer-3.4.3-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:257f26fed7d7ff59921b78244f3cd93ed2af1800ff048c33f624c87475819dd7"},
+    {file = "charset_normalizer-3.4.3-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:1ef99f0456d3d46a50945c98de1774da86f8e992ab5c77865ea8b8195341fc19"},
+    {file = "charset_normalizer-3.4.3-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:2c322db9c8c89009a990ef07c3bcc9f011a3269bc06782f916cd3d9eed7c9312"},
+    {file = "charset_normalizer-3.4.3-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:511729f456829ef86ac41ca78c63a5cb55240ed23b4b737faca0eb1abb1c41bc"},
+    {file = "charset_normalizer-3.4.3-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:88ab34806dea0671532d3f82d82b85e8fc23d7b2dd12fa837978dad9bb392a34"},
+    {file = "charset_normalizer-3.4.3-cp39-cp39-win32.whl", hash = "sha256:16a8770207946ac75703458e2c743631c79c59c5890c80011d536248f8eaa432"},
+    {file = "charset_normalizer-3.4.3-cp39-cp39-win_amd64.whl", hash = "sha256:d22dbedd33326a4a5190dd4fe9e9e693ef12160c77382d9e87919bce54f3d4ca"},
+    {file = "charset_normalizer-3.4.3-py3-none-any.whl", hash = "sha256:ce571ab16d890d23b5c278547ba694193a45011ff86a9162a71307ed9f86759a"},
+    {file = "charset_normalizer-3.4.3.tar.gz", hash = "sha256:6fce4b8500244f6fcb71465d4a4930d132ba9ab8e71a7859e6a5d59851068d14"},
+]
+
+[[package]]
+name = "click"
+version = "8.1.8"
+description = "Composable command line interface toolkit"
+optional = false
+python-versions = ">=3.7"
+groups = ["dev"]
+markers = "python_version == \"3.9\""
+files = [
+    {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
+    {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[[package]]
+name = "click"
+version = "8.2.1"
+description = "Composable command line interface toolkit"
+optional = false
+python-versions = ">=3.10"
+groups = ["dev"]
+markers = "python_version >= \"3.10\""
+files = [
+    {file = "click-8.2.1-py3-none-any.whl", hash = "sha256:61a3265b914e850b85317d0b3109c7f8cd35a670f963866005d6ef1d5175a12b"},
+    {file = "click-8.2.1.tar.gz", hash = "sha256:27c491cc05d968d271d5a1db13e3b5a184636d9d930f148c50b038f0d0646202"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[[package]]
+name = "colorama"
+version = "0.4.6"
+description = "Cross-platform colored terminal text."
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+groups = ["dev"]
+markers = "sys_platform == \"win32\" or platform_system == \"Windows\""
+files = [
+    {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
+    {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
+]
+
+[[package]]
+name = "configargparse"
+version = "1.7.1"
+description = "A drop-in replacement for argparse that allows options to also be set via config files and/or environment variables."
+optional = false
+python-versions = ">=3.6"
+groups = ["main"]
+files = [
+    {file = "configargparse-1.7.1-py3-none-any.whl", hash = "sha256:8b586a31f9d873abd1ca527ffbe58863c99f36d896e2829779803125e83be4b6"},
+    {file = "configargparse-1.7.1.tar.gz", hash = "sha256:79c2ddae836a1e5914b71d58e4b9adbd9f7779d4e6351a637b7d2d9b6c46d3d9"},
+]
+
+[package.extras]
+test = ["PyYAML", "mock", "pytest"]
+yaml = ["PyYAML"]
+
+[[package]]
+name = "coverage"
+version = "6.5.0"
+description = "Code coverage measurement for Python"
+optional = false
+python-versions = ">=3.7"
+groups = ["dev"]
+files = [
+    {file = "coverage-6.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ef8674b0ee8cc11e2d574e3e2998aea5df5ab242e012286824ea3c6970580e53"},
+    {file = "coverage-6.5.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:784f53ebc9f3fd0e2a3f6a78b2be1bd1f5575d7863e10c6e12504f240fd06660"},
+    {file = "coverage-6.5.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b4a5be1748d538a710f87542f22c2cad22f80545a847ad91ce45e77417293eb4"},
+    {file = "coverage-6.5.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:83516205e254a0cb77d2d7bb3632ee019d93d9f4005de31dca0a8c3667d5bc04"},
+    {file = "coverage-6.5.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:af4fffaffc4067232253715065e30c5a7ec6faac36f8fc8d6f64263b15f74db0"},
+    {file = "coverage-6.5.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:97117225cdd992a9c2a5515db1f66b59db634f59d0679ca1fa3fe8da32749cae"},
+    {file = "coverage-6.5.0-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:a1170fa54185845505fbfa672f1c1ab175446c887cce8212c44149581cf2d466"},
+    {file = "coverage-6.5.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:11b990d520ea75e7ee8dcab5bc908072aaada194a794db9f6d7d5cfd19661e5a"},
+    {file = "coverage-6.5.0-cp310-cp310-win32.whl", hash = "sha256:5dbec3b9095749390c09ab7c89d314727f18800060d8d24e87f01fb9cfb40b32"},
+    {file = "coverage-6.5.0-cp310-cp310-win_amd64.whl", hash = "sha256:59f53f1dc5b656cafb1badd0feb428c1e7bc19b867479ff72f7a9dd9b479f10e"},
+    {file = "coverage-6.5.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:4a5375e28c5191ac38cca59b38edd33ef4cc914732c916f2929029b4bfb50795"},
+    {file = "coverage-6.5.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c4ed2820d919351f4167e52425e096af41bfabacb1857186c1ea32ff9983ed75"},
+    {file = "coverage-6.5.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:33a7da4376d5977fbf0a8ed91c4dffaaa8dbf0ddbf4c8eea500a2486d8bc4d7b"},
+    {file = "coverage-6.5.0-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a8fb6cf131ac4070c9c5a3e21de0f7dc5a0fbe8bc77c9456ced896c12fcdad91"},
+    {file = "coverage-6.5.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:a6b7d95969b8845250586f269e81e5dfdd8ff828ddeb8567a4a2eaa7313460c4"},
+    {file = "coverage-6.5.0-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:1ef221513e6f68b69ee9e159506d583d31aa3567e0ae84eaad9d6ec1107dddaa"},
+    {file = "coverage-6.5.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:cca4435eebea7962a52bdb216dec27215d0df64cf27fc1dd538415f5d2b9da6b"},
+    {file = "coverage-6.5.0-cp311-cp311-win32.whl", hash = "sha256:98e8a10b7a314f454d9eff4216a9a94d143a7ee65018dd12442e898ee2310578"},
+    {file = "coverage-6.5.0-cp311-cp311-win_amd64.whl", hash = "sha256:bc8ef5e043a2af066fa8cbfc6e708d58017024dc4345a1f9757b329a249f041b"},
+    {file = "coverage-6.5.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:4433b90fae13f86fafff0b326453dd42fc9a639a0d9e4eec4d366436d1a41b6d"},
+    {file = "coverage-6.5.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f4f05d88d9a80ad3cac6244d36dd89a3c00abc16371769f1340101d3cb899fc3"},
+    {file = "coverage-6.5.0-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:94e2565443291bd778421856bc975d351738963071e9b8839ca1fc08b42d4bef"},
+    {file = "coverage-6.5.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:027018943386e7b942fa832372ebc120155fd970837489896099f5cfa2890f79"},
+    {file = "coverage-6.5.0-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:255758a1e3b61db372ec2736c8e2a1fdfaf563977eedbdf131de003ca5779b7d"},
+    {file = "coverage-6.5.0-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:851cf4ff24062c6aec510a454b2584f6e998cada52d4cb58c5e233d07172e50c"},
+    {file = "coverage-6.5.0-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:12adf310e4aafddc58afdb04d686795f33f4d7a6fa67a7a9d4ce7d6ae24d949f"},
+    {file = "coverage-6.5.0-cp37-cp37m-win32.whl", hash = "sha256:b5604380f3415ba69de87a289a2b56687faa4fe04dbee0754bfcae433489316b"},
+    {file = "coverage-6.5.0-cp37-cp37m-win_amd64.whl", hash = "sha256:4a8dbc1f0fbb2ae3de73eb0bdbb914180c7abfbf258e90b311dcd4f585d44bd2"},
+    {file = "coverage-6.5.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:d900bb429fdfd7f511f868cedd03a6bbb142f3f9118c09b99ef8dc9bf9643c3c"},
+    {file = "coverage-6.5.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:2198ea6fc548de52adc826f62cb18554caedfb1d26548c1b7c88d8f7faa8f6ba"},
+    {file = "coverage-6.5.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6c4459b3de97b75e3bd6b7d4b7f0db13f17f504f3d13e2a7c623786289dd670e"},
+    {file = "coverage-6.5.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:20c8ac5386253717e5ccc827caad43ed66fea0efe255727b1053a8154d952398"},
+    {file = "coverage-6.5.0-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6b07130585d54fe8dff3d97b93b0e20290de974dc8177c320aeaf23459219c0b"},
+    {file = "coverage-6.5.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:dbdb91cd8c048c2b09eb17713b0c12a54fbd587d79adcebad543bc0cd9a3410b"},
+    {file = "coverage-6.5.0-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:de3001a203182842a4630e7b8d1a2c7c07ec1b45d3084a83d5d227a3806f530f"},
+    {file = "coverage-6.5.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:e07f4a4a9b41583d6eabec04f8b68076ab3cd44c20bd29332c6572dda36f372e"},
+    {file = "coverage-6.5.0-cp38-cp38-win32.whl", hash = "sha256:6d4817234349a80dbf03640cec6109cd90cba068330703fa65ddf56b60223a6d"},
+    {file = "coverage-6.5.0-cp38-cp38-win_amd64.whl", hash = "sha256:7ccf362abd726b0410bf8911c31fbf97f09f8f1061f8c1cf03dfc4b6372848f6"},
+    {file = "coverage-6.5.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:633713d70ad6bfc49b34ead4060531658dc6dfc9b3eb7d8a716d5873377ab745"},
+    {file = "coverage-6.5.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:95203854f974e07af96358c0b261f1048d8e1083f2de9b1c565e1be4a3a48cfc"},
+    {file = "coverage-6.5.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b9023e237f4c02ff739581ef35969c3739445fb059b060ca51771e69101efffe"},
+    {file = "coverage-6.5.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:265de0fa6778d07de30bcf4d9dc471c3dc4314a23a3c6603d356a3c9abc2dfcf"},
+    {file = "coverage-6.5.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8f830ed581b45b82451a40faabb89c84e1a998124ee4212d440e9c6cf70083e5"},
+    {file = "coverage-6.5.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:7b6be138d61e458e18d8e6ddcddd36dd96215edfe5f1168de0b1b32635839b62"},
+    {file = "coverage-6.5.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:42eafe6778551cf006a7c43153af1211c3aaab658d4d66fa5fcc021613d02518"},
+    {file = "coverage-6.5.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:723e8130d4ecc8f56e9a611e73b31219595baa3bb252d539206f7bbbab6ffc1f"},
+    {file = "coverage-6.5.0-cp39-cp39-win32.whl", hash = "sha256:d9ecf0829c6a62b9b573c7bb6d4dcd6ba8b6f80be9ba4fc7ed50bf4ac9aecd72"},
+    {file = "coverage-6.5.0-cp39-cp39-win_amd64.whl", hash = "sha256:fc2af30ed0d5ae0b1abdb4ebdce598eafd5b35397d4d75deb341a614d333d987"},
+    {file = "coverage-6.5.0-pp36.pp37.pp38-none-any.whl", hash = "sha256:1431986dac3923c5945271f169f59c45b8802a114c8f548d611f2015133df77a"},
+    {file = "coverage-6.5.0.tar.gz", hash = "sha256:f642e90754ee3e06b0e7e51bce3379590e76b7f76b708e1a71ff043f87025c84"},
+]
+
+[package.extras]
+toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
+
+[[package]]
+name = "data-science-types"
+version = "0.2.23"
+description = "Type stubs for Python machine learning libraries"
+optional = false
+python-versions = ">=3.6"
+groups = ["dev"]
+files = [
+    {file = "data-science-types-0.2.23.tar.gz", hash = "sha256:8096b9a35a8a187bf9a122b4707c97de841d810744690ee2a4ac30c6462e0d16"},
+    {file = "data_science_types-0.2.23-py3-none-any.whl", hash = "sha256:bca319abc0e53a0316f9fcb887937e942477cb9e5fc63c8581e0b0438903b977"},
+]
+
+[package.extras]
+dev = ["black", "flake8", "flake8-pyi", "matplotlib", "mypy (==0.770)", "numpy", "pandas", "pytest"]
+
+[[package]]
+name = "errorhandler"
+version = "2.0.1"
+description = "A logging framework handler that tracks when messages above a certain level have been logged."
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
+    {file = "errorhandler-2.0.1-py2.py3-none-any.whl", hash = "sha256:dc6c54f5d9a4599e744b57aac2f925cce873188e9b02cae7c0eb120ee08a893f"},
+    {file = "errorhandler-2.0.1.tar.gz", hash = "sha256:7e578ad67af40845bfd044f71627a29f1fc436d53ccb058bbf1792ef31ab6163"},
+]
+
+[package.extras]
+build = ["pkginfo", "setuptools-git", "sphinx", "twine", "wheel"]
+test = ["coveralls", "nose", "nose-cov", "nose-fixes"]
+
+[[package]]
+name = "exceptiongroup"
+version = "1.3.0"
+description = "Backport of PEP 654 (exception groups)"
+optional = false
+python-versions = ">=3.7"
+groups = ["dev"]
+markers = "python_version < \"3.11\""
+files = [
+    {file = "exceptiongroup-1.3.0-py3-none-any.whl", hash = "sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10"},
+    {file = "exceptiongroup-1.3.0.tar.gz", hash = "sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88"},
+]
+
+[package.dependencies]
+typing-extensions = {version = ">=4.6.0", markers = "python_version < \"3.13\""}
+
+[package.extras]
+test = ["pytest (>=6)"]
+
+[[package]]
+name = "flake8"
+version = "4.0.1"
+description = "the modular source code checker: pep8 pyflakes and co"
+optional = false
+python-versions = ">=3.6"
+groups = ["dev"]
+files = [
+    {file = "flake8-4.0.1-py2.py3-none-any.whl", hash = "sha256:479b1304f72536a55948cb40a32dce8bb0ffe3501e26eaf292c7e60eb5e0428d"},
+    {file = "flake8-4.0.1.tar.gz", hash = "sha256:806e034dda44114815e23c16ef92f95c91e4c71100ff52813adf7132a6ad870d"},
+]
+
+[package.dependencies]
+mccabe = ">=0.6.0,<0.7.0"
+pycodestyle = ">=2.8.0,<2.9.0"
+pyflakes = ">=2.4.0,<2.5.0"
+
+[[package]]
+name = "furl"
+version = "2.1.4"
+description = "URL manipulation made simple."
+optional = false
+python-versions = "*"
+groups = ["dev"]
+files = [
+    {file = "furl-2.1.4-py2.py3-none-any.whl", hash = "sha256:da34d0b34e53ffe2d2e6851a7085a05d96922b5b578620a37377ff1dbeeb11c8"},
+    {file = "furl-2.1.4.tar.gz", hash = "sha256:877657501266c929269739fb5f5980534a41abd6bbabcb367c136d1d3b2a6015"},
+]
+
+[package.dependencies]
+orderedmultidict = ">=1.0.1"
+six = ">=1.8.0"
+
+[[package]]
+name = "idna"
+version = "3.10"
+description = "Internationalized Domain Names in Applications (IDNA)"
+optional = false
+python-versions = ">=3.6"
+groups = ["main", "dev"]
+files = [
+    {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
+    {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
+]
+
+[package.extras]
+all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
+
+[[package]]
+name = "iniconfig"
+version = "2.1.0"
+description = "brain-dead simple config-ini parsing"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
+    {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
+]
+
+[[package]]
+name = "jsonschema"
+version = "4.25.1"
+description = "An implementation of JSON Schema validation for Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "jsonschema-4.25.1-py3-none-any.whl", hash = "sha256:3fba0169e345c7175110351d456342c364814cfcf3b964ba4587f22915230a63"},
+    {file = "jsonschema-4.25.1.tar.gz", hash = "sha256:e4a9655ce0da0c0b67a085847e00a3a51449e1157f4f75e9fb5aa545e122eb85"},
+]
+
+[package.dependencies]
+attrs = ">=22.2.0"
+jsonschema-specifications = ">=2023.03.6"
+referencing = ">=0.28.4"
+rpds-py = ">=0.7.1"
+
+[package.extras]
+format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "rfc3987-syntax (>=1.1.0)", "uri-template", "webcolors (>=24.6.0)"]
+
+[[package]]
+name = "jsonschema-specifications"
+version = "2025.4.1"
+description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "jsonschema_specifications-2025.4.1-py3-none-any.whl", hash = "sha256:4653bffbd6584f7de83a67e0d620ef16900b390ddc7939d56684d6c81e33f1af"},
+    {file = "jsonschema_specifications-2025.4.1.tar.gz", hash = "sha256:630159c9f4dbea161a6a2205c3011cc4f18ff381b189fff48bb39b9bf26ae608"},
+]
+
+[package.dependencies]
+referencing = ">=0.31.0"
+
+[[package]]
+name = "mccabe"
+version = "0.6.1"
+description = "McCabe checker, plugin for flake8"
+optional = false
+python-versions = "*"
+groups = ["dev"]
+files = [
+    {file = "mccabe-0.6.1-py2.py3-none-any.whl", hash = "sha256:ab8a6258860da4b6677da4bd2fe5dc2c659cff31b3ee4f7f5d64e79735b80d42"},
+    {file = "mccabe-0.6.1.tar.gz", hash = "sha256:dd8d182285a0fe56bace7f45b5e7d1a6ebcbf524e8f3bd87eb0f125271b8831f"},
+]
+
+[[package]]
+name = "mypy"
+version = "0.931"
+description = "Optional static typing for Python"
+optional = false
+python-versions = ">=3.6"
+groups = ["dev"]
+files = [
+    {file = "mypy-0.931-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3c5b42d0815e15518b1f0990cff7a705805961613e701db60387e6fb663fe78a"},
+    {file = "mypy-0.931-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c89702cac5b302f0c5d33b172d2b55b5df2bede3344a2fbed99ff96bddb2cf00"},
+    {file = "mypy-0.931-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:300717a07ad09525401a508ef5d105e6b56646f7942eb92715a1c8d610149714"},
+    {file = "mypy-0.931-cp310-cp310-win_amd64.whl", hash = "sha256:7b3f6f557ba4afc7f2ce6d3215d5db279bcf120b3cfd0add20a5d4f4abdae5bc"},
+    {file = "mypy-0.931-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:1bf752559797c897cdd2c65f7b60c2b6969ffe458417b8d947b8340cc9cec08d"},
+    {file = "mypy-0.931-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:4365c60266b95a3f216a3047f1d8e3f895da6c7402e9e1ddfab96393122cc58d"},
+    {file = "mypy-0.931-cp36-cp36m-win_amd64.whl", hash = "sha256:1b65714dc296a7991000b6ee59a35b3f550e0073411ac9d3202f6516621ba66c"},
+    {file = "mypy-0.931-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:e839191b8da5b4e5d805f940537efcaa13ea5dd98418f06dc585d2891d228cf0"},
+    {file = "mypy-0.931-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:50c7346a46dc76a4ed88f3277d4959de8a2bd0a0fa47fa87a4cde36fe247ac05"},
+    {file = "mypy-0.931-cp37-cp37m-win_amd64.whl", hash = "sha256:d8f1ff62f7a879c9fe5917b3f9eb93a79b78aad47b533911b853a757223f72e7"},
+    {file = "mypy-0.931-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:f9fe20d0872b26c4bba1c1be02c5340de1019530302cf2dcc85c7f9fc3252ae0"},
+    {file = "mypy-0.931-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:1b06268df7eb53a8feea99cbfff77a6e2b205e70bf31743e786678ef87ee8069"},
+    {file = "mypy-0.931-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:8c11003aaeaf7cc2d0f1bc101c1cc9454ec4cc9cb825aef3cafff8a5fdf4c799"},
+    {file = "mypy-0.931-cp38-cp38-win_amd64.whl", hash = "sha256:d9d2b84b2007cea426e327d2483238f040c49405a6bf4074f605f0156c91a47a"},
+    {file = "mypy-0.931-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:ff3bf387c14c805ab1388185dd22d6b210824e164d4bb324b195ff34e322d166"},
+    {file = "mypy-0.931-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:5b56154f8c09427bae082b32275a21f500b24d93c88d69a5e82f3978018a0266"},
+    {file = "mypy-0.931-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:8ca7f8c4b1584d63c9a0f827c37ba7a47226c19a23a753d52e5b5eddb201afcd"},
+    {file = "mypy-0.931-cp39-cp39-win_amd64.whl", hash = "sha256:74f7eccbfd436abe9c352ad9fb65872cc0f1f0a868e9d9c44db0893440f0c697"},
+    {file = "mypy-0.931-py3-none-any.whl", hash = "sha256:1171f2e0859cfff2d366da2c7092b06130f232c636a3f7301e3feb8b41f6377d"},
+    {file = "mypy-0.931.tar.gz", hash = "sha256:0038b21890867793581e4cb0d810829f5fd4441aa75796b53033af3aa30430ce"},
+]
+
+[package.dependencies]
+mypy-extensions = ">=0.4.3"
+tomli = ">=1.1.0"
+typing-extensions = ">=3.10"
+
+[package.extras]
+dmypy = ["psutil (>=4.0)"]
+python2 = ["typed-ast (>=1.4.0,<2)"]
+
+[[package]]
+name = "mypy-extensions"
+version = "1.1.0"
+description = "Type system extensions for programs checked with the mypy type checker."
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505"},
+    {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"},
+]
+
+[[package]]
+name = "numpy"
+version = "1.24.3"
+description = "Fundamental package for array computing in Python"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "numpy-1.24.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3c1104d3c036fb81ab923f507536daedc718d0ad5a8707c6061cdfd6d184e570"},
+    {file = "numpy-1.24.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:202de8f38fc4a45a3eea4b63e2f376e5f2dc64ef0fa692838e31a808520efaf7"},
+    {file = "numpy-1.24.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8535303847b89aa6b0f00aa1dc62867b5a32923e4d1681a35b5eef2d9591a463"},
+    {file = "numpy-1.24.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2d926b52ba1367f9acb76b0df6ed21f0b16a1ad87c6720a1121674e5cf63e2b6"},
+    {file = "numpy-1.24.3-cp310-cp310-win32.whl", hash = "sha256:f21c442fdd2805e91799fbe044a7b999b8571bb0ab0f7850d0cb9641a687092b"},
+    {file = "numpy-1.24.3-cp310-cp310-win_amd64.whl", hash = "sha256:ab5f23af8c16022663a652d3b25dcdc272ac3f83c3af4c02eb8b824e6b3ab9d7"},
+    {file = "numpy-1.24.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:9a7721ec204d3a237225db3e194c25268faf92e19338a35f3a224469cb6039a3"},
+    {file = "numpy-1.24.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:d6cc757de514c00b24ae8cf5c876af2a7c3df189028d68c0cb4eaa9cd5afc2bf"},
+    {file = "numpy-1.24.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:76e3f4e85fc5d4fd311f6e9b794d0c00e7002ec122be271f2019d63376f1d385"},
+    {file = "numpy-1.24.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a1d3c026f57ceaad42f8231305d4653d5f05dc6332a730ae5c0bea3513de0950"},
+    {file = "numpy-1.24.3-cp311-cp311-win32.whl", hash = "sha256:c91c4afd8abc3908e00a44b2672718905b8611503f7ff87390cc0ac3423fb096"},
+    {file = "numpy-1.24.3-cp311-cp311-win_amd64.whl", hash = "sha256:5342cf6aad47943286afa6f1609cad9b4266a05e7f2ec408e2cf7aea7ff69d80"},
+    {file = "numpy-1.24.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:7776ea65423ca6a15255ba1872d82d207bd1e09f6d0894ee4a64678dd2204078"},
+    {file = "numpy-1.24.3-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:ae8d0be48d1b6ed82588934aaaa179875e7dc4f3d84da18d7eae6eb3f06c242c"},
+    {file = "numpy-1.24.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ecde0f8adef7dfdec993fd54b0f78183051b6580f606111a6d789cd14c61ea0c"},
+    {file = "numpy-1.24.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4749e053a29364d3452c034827102ee100986903263e89884922ef01a0a6fd2f"},
+    {file = "numpy-1.24.3-cp38-cp38-win32.whl", hash = "sha256:d933fabd8f6a319e8530d0de4fcc2e6a61917e0b0c271fded460032db42a0fe4"},
+    {file = "numpy-1.24.3-cp38-cp38-win_amd64.whl", hash = "sha256:56e48aec79ae238f6e4395886b5eaed058abb7231fb3361ddd7bfdf4eed54289"},
+    {file = "numpy-1.24.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:4719d5aefb5189f50887773699eaf94e7d1e02bf36c1a9d353d9f46703758ca4"},
+    {file = "numpy-1.24.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:0ec87a7084caa559c36e0a2309e4ecb1baa03b687201d0a847c8b0ed476a7187"},
+    {file = "numpy-1.24.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ea8282b9bcfe2b5e7d491d0bf7f3e2da29700cec05b49e64d6246923329f2b02"},
+    {file = "numpy-1.24.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:210461d87fb02a84ef243cac5e814aad2b7f4be953b32cb53327bb49fd77fbb4"},
+    {file = "numpy-1.24.3-cp39-cp39-win32.whl", hash = "sha256:784c6da1a07818491b0ffd63c6bbe5a33deaa0e25a20e1b3ea20cf0e43f8046c"},
+    {file = "numpy-1.24.3-cp39-cp39-win_amd64.whl", hash = "sha256:d5036197ecae68d7f491fcdb4df90082b0d4960ca6599ba2659957aafced7c17"},
+    {file = "numpy-1.24.3-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:352ee00c7f8387b44d19f4cada524586f07379c0d49270f87233983bc5087ca0"},
+    {file = "numpy-1.24.3-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1a7d6acc2e7524c9955e5c903160aa4ea083736fde7e91276b0e5d98e6332812"},
+    {file = "numpy-1.24.3-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:35400e6a8d102fd07c71ed7dcadd9eb62ee9a6e84ec159bd48c28235bbb0f8e4"},
+    {file = "numpy-1.24.3.tar.gz", hash = "sha256:ab344f1bf21f140adab8e47fdbc7c35a477dc01408791f8ba00d018dd0bc5155"},
+]
+
+[[package]]
+name = "oauthlib"
+version = "3.3.1"
+description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "oauthlib-3.3.1-py3-none-any.whl", hash = "sha256:88119c938d2b8fb88561af5f6ee0eec8cc8d552b7bb1f712743136eb7523b7a1"},
+    {file = "oauthlib-3.3.1.tar.gz", hash = "sha256:0f0f8aa759826a193cf66c12ea1af1637f87b9b4622d46e866952bb022e538c9"},
+]
+
+[package.extras]
+rsa = ["cryptography (>=3.0.0)"]
+signals = ["blinker (>=1.4.0)"]
+signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
+
+[[package]]
+name = "orderedmultidict"
+version = "1.0.1"
+description = "Ordered Multivalue Dictionary"
+optional = false
+python-versions = "*"
+groups = ["dev"]
+files = [
+    {file = "orderedmultidict-1.0.1-py2.py3-none-any.whl", hash = "sha256:43c839a17ee3cdd62234c47deca1a8508a3f2ca1d0678a3bf791c87cf84adbf3"},
+    {file = "orderedmultidict-1.0.1.tar.gz", hash = "sha256:04070bbb5e87291cc9bfa51df413677faf2141c73c61d2a5f7b26bea3cd882ad"},
+]
+
+[package.dependencies]
+six = ">=1.8.0"
+
+[[package]]
+name = "packaging"
+version = "25.0"
+description = "Core utilities for Python packages"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
+    {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
+]
+
+[[package]]
+name = "pandas"
+version = "1.5.3"
+description = "Powerful data structures for data analysis, time series, and statistics"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "pandas-1.5.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3749077d86e3a2f0ed51367f30bf5b82e131cc0f14260c4d3e499186fccc4406"},
+    {file = "pandas-1.5.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:972d8a45395f2a2d26733eb8d0f629b2f90bebe8e8eddbb8829b180c09639572"},
+    {file = "pandas-1.5.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:50869a35cbb0f2e0cd5ec04b191e7b12ed688874bd05dd777c19b28cbea90996"},
+    {file = "pandas-1.5.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c3ac844a0fe00bfaeb2c9b51ab1424e5c8744f89860b138434a363b1f620f354"},
+    {file = "pandas-1.5.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7a0a56cef15fd1586726dace5616db75ebcfec9179a3a55e78f72c5639fa2a23"},
+    {file = "pandas-1.5.3-cp310-cp310-win_amd64.whl", hash = "sha256:478ff646ca42b20376e4ed3fa2e8d7341e8a63105586efe54fa2508ee087f328"},
+    {file = "pandas-1.5.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:6973549c01ca91ec96199e940495219c887ea815b2083722821f1d7abfa2b4dc"},
+    {file = "pandas-1.5.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:c39a8da13cede5adcd3be1182883aea1c925476f4e84b2807a46e2775306305d"},
+    {file = "pandas-1.5.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:f76d097d12c82a535fda9dfe5e8dd4127952b45fea9b0276cb30cca5ea313fbc"},
+    {file = "pandas-1.5.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e474390e60ed609cec869b0da796ad94f420bb057d86784191eefc62b65819ae"},
+    {file = "pandas-1.5.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5f2b952406a1588ad4cad5b3f55f520e82e902388a6d5a4a91baa8d38d23c7f6"},
+    {file = "pandas-1.5.3-cp311-cp311-win_amd64.whl", hash = "sha256:bc4c368f42b551bf72fac35c5128963a171b40dce866fb066540eeaf46faa003"},
+    {file = "pandas-1.5.3-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:14e45300521902689a81f3f41386dc86f19b8ba8dd5ac5a3c7010ef8d2932813"},
+    {file = "pandas-1.5.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:9842b6f4b8479e41968eced654487258ed81df7d1c9b7b870ceea24ed9459b31"},
+    {file = "pandas-1.5.3-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:26d9c71772c7afb9d5046e6e9cf42d83dd147b5cf5bcb9d97252077118543792"},
+    {file = "pandas-1.5.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5fbcb19d6fceb9e946b3e23258757c7b225ba450990d9ed63ccceeb8cae609f7"},
+    {file = "pandas-1.5.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:565fa34a5434d38e9d250af3c12ff931abaf88050551d9fbcdfafca50d62babf"},
+    {file = "pandas-1.5.3-cp38-cp38-win32.whl", hash = "sha256:87bd9c03da1ac870a6d2c8902a0e1fd4267ca00f13bc494c9e5a9020920e1d51"},
+    {file = "pandas-1.5.3-cp38-cp38-win_amd64.whl", hash = "sha256:41179ce559943d83a9b4bbacb736b04c928b095b5f25dd2b7389eda08f46f373"},
+    {file = "pandas-1.5.3-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:c74a62747864ed568f5a82a49a23a8d7fe171d0c69038b38cedf0976831296fa"},
+    {file = "pandas-1.5.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:c4c00e0b0597c8e4f59e8d461f797e5d70b4d025880516a8261b2817c47759ee"},
+    {file = "pandas-1.5.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:a50d9a4336a9621cab7b8eb3fb11adb82de58f9b91d84c2cd526576b881a0c5a"},
+    {file = "pandas-1.5.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dd05f7783b3274aa206a1af06f0ceed3f9b412cf665b7247eacd83be41cf7bf0"},
+    {file = "pandas-1.5.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9f69c4029613de47816b1bb30ff5ac778686688751a5e9c99ad8c7031f6508e5"},
+    {file = "pandas-1.5.3-cp39-cp39-win32.whl", hash = "sha256:7cec0bee9f294e5de5bbfc14d0573f65526071029d036b753ee6507d2a21480a"},
+    {file = "pandas-1.5.3-cp39-cp39-win_amd64.whl", hash = "sha256:dfd681c5dc216037e0b0a2c821f5ed99ba9f03ebcf119c7dac0e9a7b960b9ec9"},
+    {file = "pandas-1.5.3.tar.gz", hash = "sha256:74a3fd7e5a7ec052f183273dc7b0acd3a863edf7520f5d3a1765c04ffdb3b0b1"},
+]
+
+[package.dependencies]
+numpy = [
+    {version = ">=1.20.3", markers = "python_version < \"3.10\""},
+    {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
+    {version = ">=1.21.0", markers = "python_version == \"3.10\""},
+]
+python-dateutil = ">=2.8.1"
+pytz = ">=2020.1"
+
+[package.extras]
+test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
+
+[[package]]
+name = "pathspec"
+version = "0.12.1"
+description = "Utility library for gitignore style pattern matching of file paths."
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"},
+    {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"},
+]
+
+[[package]]
+name = "platformdirs"
+version = "4.4.0"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "platformdirs-4.4.0-py3-none-any.whl", hash = "sha256:abd01743f24e5287cd7a5db3752faf1a2d65353f38ec26d98e25a6db65958c85"},
+    {file = "platformdirs-4.4.0.tar.gz", hash = "sha256:ca753cf4d81dc309bc67b0ea38fd15dc97bc30ce419a7f58d13eb3bf14c4febf"},
+]
+
+[package.extras]
+docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.4)", "pytest-cov (>=6)", "pytest-mock (>=3.14)"]
+type = ["mypy (>=1.14.1)"]
+
+[[package]]
+name = "pluggy"
+version = "1.6.0"
+description = "plugin and hook calling mechanisms for python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
+    {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
+]
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+testing = ["coverage", "pytest", "pytest-benchmark"]
+
+[[package]]
+name = "pook"
+version = "1.4.3"
+description = "HTTP traffic mocking and expectations made easy"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "pook-1.4.3-py3-none-any.whl", hash = "sha256:4683a8a9d11fb56901ae15001a5bfb76a1bb960b1a841de1f0ca11c8c2d9eef8"},
+    {file = "pook-1.4.3.tar.gz", hash = "sha256:61dbd9f6f9bf4d0bbab4abdf382bf7e8fbaae8561c5de3cd444e7c4be67df651"},
+]
+
+[package.dependencies]
+furl = ">=0.5.6"
+jsonschema = ">=2.5.1"
+xmltodict = ">=0.11.0"
+
+[[package]]
+name = "pycodestyle"
+version = "2.8.0"
+description = "Python style guide checker"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["dev"]
+files = [
+    {file = "pycodestyle-2.8.0-py2.py3-none-any.whl", hash = "sha256:720f8b39dde8b293825e7ff02c475f3077124006db4f440dcbc9a20b76548a20"},
+    {file = "pycodestyle-2.8.0.tar.gz", hash = "sha256:eddd5847ef438ea1c7870ca7eb78a9d47ce0cdb4851a5523949f2601d0cbbe7f"},
+]
+
+[[package]]
+name = "pyfakefs"
+version = "4.7.0"
+description = "pyfakefs implements a fake file system that mocks the Python file system modules."
+optional = false
+python-versions = ">=3.7"
+groups = ["dev"]
+files = [
+    {file = "pyfakefs-4.7.0-py3-none-any.whl", hash = "sha256:29203a7482b25406dd3ea41c8740be2697c6058b0f6577485c3ae9cd4c5e96cd"},
+    {file = "pyfakefs-4.7.0.tar.gz", hash = "sha256:f22d30d93d2989bf2d2c67b606a14cbab2df0be912c09dcdb590ea4931073ade"},
+]
+
+[[package]]
+name = "pyflakes"
+version = "2.4.0"
+description = "passive checker of Python programs"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["dev"]
+files = [
+    {file = "pyflakes-2.4.0-py2.py3-none-any.whl", hash = "sha256:3bb3a3f256f4b7968c9c788781e4ff07dce46bdf12339dcda61053375426ee2e"},
+    {file = "pyflakes-2.4.0.tar.gz", hash = "sha256:05a85c2872edf37a4ed30b0cce2f6093e1d0581f8c19d7393122da7e25b2b24c"},
+]
+
+[[package]]
+name = "pytest"
+version = "7.4.4"
+description = "pytest: simple powerful testing with Python"
+optional = false
+python-versions = ">=3.7"
+groups = ["dev"]
+files = [
+    {file = "pytest-7.4.4-py3-none-any.whl", hash = "sha256:b090cdf5ed60bf4c45261be03239c2c1c22df034fbffe691abe93cd80cea01d8"},
+    {file = "pytest-7.4.4.tar.gz", hash = "sha256:2cf0005922c6ace4a3e2ec8b4080eb0d9753fdc93107415332f50ce9e7994280"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
+iniconfig = "*"
+packaging = "*"
+pluggy = ">=0.12,<2.0"
+tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
+
+[package.extras]
+testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+
+[[package]]
+name = "pytest-describe"
+version = "2.2.0"
+description = "Describe-style plugin for pytest"
+optional = false
+python-versions = ">=3.7"
+groups = ["dev"]
+files = [
+    {file = "pytest-describe-2.2.0.tar.gz", hash = "sha256:39bb05eb90f2497d9ca342ef9a0b7fa5bada7e58505aec33f66d661d631955b7"},
+    {file = "pytest_describe-2.2.0-py3-none-any.whl", hash = "sha256:bd9e2c73acb4b9522a8400823d98f5b6a081667d3bfd7243a8598336896b544d"},
+]
+
+[package.dependencies]
+pytest = ">=4.6,<9"
+
+[[package]]
+name = "pytest-mock"
+version = "3.14.1"
+description = "Thin-wrapper around the mock package for easier use with pytest"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "pytest_mock-3.14.1-py3-none-any.whl", hash = "sha256:178aefcd11307d874b4cd3100344e7e2d888d9791a6a1d9bfe90fbc1b74fd1d0"},
+    {file = "pytest_mock-3.14.1.tar.gz", hash = "sha256:159e9edac4c451ce77a5cdb9fc5d1100708d2dd4ba3c3df572f14097351af80e"},
+]
+
+[package.dependencies]
+pytest = ">=6.2.5"
+
+[package.extras]
+dev = ["pre-commit", "pytest-asyncio", "tox"]
+
+[[package]]
+name = "python-dateutil"
+version = "2.9.0.post0"
+description = "Extensions to the standard Python datetime module"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main"]
+files = [
+    {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
+    {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
+]
+
+[package.dependencies]
+six = ">=1.5"
+
+[[package]]
+name = "python-dotenv"
+version = "0.19.2"
+description = "Read key-value pairs from a .env file and set them as environment variables"
+optional = false
+python-versions = ">=3.5"
+groups = ["main"]
+files = [
+    {file = "python-dotenv-0.19.2.tar.gz", hash = "sha256:a5de49a31e953b45ff2d2fd434bbc2670e8db5273606c1e737cc6b93eff3655f"},
+    {file = "python_dotenv-0.19.2-py2.py3-none-any.whl", hash = "sha256:32b2bdc1873fd3a3c346da1c6db83d0053c3c62f28f1f38516070c4c8971b1d3"},
+]
+
+[package.extras]
+cli = ["click (>=5.0)"]
+
+[[package]]
+name = "pytz"
+version = "2025.2"
+description = "World timezone definitions, modern and historical"
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
+    {file = "pytz-2025.2-py2.py3-none-any.whl", hash = "sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00"},
+    {file = "pytz-2025.2.tar.gz", hash = "sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3"},
+]
+
+[[package]]
+name = "referencing"
+version = "0.36.2"
+description = "JSON Referencing + Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "referencing-0.36.2-py3-none-any.whl", hash = "sha256:e8699adbbf8b5c7de96d8ffa0eb5c158b3beafce084968e2ea8bb08c6794dcd0"},
+    {file = "referencing-0.36.2.tar.gz", hash = "sha256:df2e89862cd09deabbdba16944cc3f10feb6b3e6f18e902f7cc25609a34775aa"},
+]
+
+[package.dependencies]
+attrs = ">=22.2.0"
+rpds-py = ">=0.7.0"
+typing-extensions = {version = ">=4.4.0", markers = "python_version < \"3.13\""}
+
+[[package]]
+name = "requests"
+version = "2.32.5"
+description = "Python HTTP for Humans."
+optional = false
+python-versions = ">=3.9"
+groups = ["main", "dev"]
+files = [
+    {file = "requests-2.32.5-py3-none-any.whl", hash = "sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6"},
+    {file = "requests-2.32.5.tar.gz", hash = "sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf"},
+]
+
+[package.dependencies]
+certifi = ">=2017.4.17"
+charset_normalizer = ">=2,<4"
+idna = ">=2.5,<4"
+urllib3 = ">=1.21.1,<3"
+
+[package.extras]
+socks = ["PySocks (>=1.5.6,!=1.5.7)"]
+use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
+
+[[package]]
+name = "requests-mock"
+version = "1.12.1"
+description = "Mock out responses from the requests package"
+optional = false
+python-versions = ">=3.5"
+groups = ["dev"]
+files = [
+    {file = "requests-mock-1.12.1.tar.gz", hash = "sha256:e9e12e333b525156e82a3c852f22016b9158220d2f47454de9cae8a77d371401"},
+    {file = "requests_mock-1.12.1-py2.py3-none-any.whl", hash = "sha256:b1e37054004cdd5e56c84454cc7df12b25f90f382159087f4b6915aaeef39563"},
+]
+
+[package.dependencies]
+requests = ">=2.22,<3"
+
+[package.extras]
+fixture = ["fixtures"]
+
+[[package]]
+name = "requests-oauthlib"
+version = "1.3.1"
+description = "OAuthlib authentication support for Requests."
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["main"]
+files = [
+    {file = "requests-oauthlib-1.3.1.tar.gz", hash = "sha256:75beac4a47881eeb94d5ea5d6ad31ef88856affe2332b9aafb52c6452ccf0d7a"},
+    {file = "requests_oauthlib-1.3.1-py2.py3-none-any.whl", hash = "sha256:2577c501a2fb8d05a304c09d090d6e47c306fef15809d102b327cf8364bddab5"},
+]
+
+[package.dependencies]
+oauthlib = ">=3.0.0"
+requests = ">=2.0.0"
+
+[package.extras]
+rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
+
+[[package]]
+name = "rpds-py"
+version = "0.27.1"
+description = "Python bindings to Rust's persistent data structures (rpds)"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "rpds_py-0.27.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:68afeec26d42ab3b47e541b272166a0b4400313946871cba3ed3a4fc0cab1cef"},
+    {file = "rpds_py-0.27.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:74e5b2f7bb6fa38b1b10546d27acbacf2a022a8b5543efb06cfebc72a59c85be"},
+    {file = "rpds_py-0.27.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9024de74731df54546fab0bfbcdb49fae19159ecaecfc8f37c18d2c7e2c0bd61"},
+    {file = "rpds_py-0.27.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:31d3ebadefcd73b73928ed0b2fd696f7fefda8629229f81929ac9c1854d0cffb"},
+    {file = "rpds_py-0.27.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b2e7f8f169d775dd9092a1743768d771f1d1300453ddfe6325ae3ab5332b4657"},
+    {file = "rpds_py-0.27.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3d905d16f77eb6ab2e324e09bfa277b4c8e5e6b8a78a3e7ff8f3cdf773b4c013"},
+    {file = "rpds_py-0.27.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:50c946f048209e6362e22576baea09193809f87687a95a8db24e5fbdb307b93a"},
+    {file = "rpds_py-0.27.1-cp310-cp310-manylinux_2_31_riscv64.whl", hash = "sha256:3deab27804d65cd8289eb814c2c0e807c4b9d9916c9225e363cb0cf875eb67c1"},
+    {file = "rpds_py-0.27.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:8b61097f7488de4be8244c89915da8ed212832ccf1e7c7753a25a394bf9b1f10"},
+    {file = "rpds_py-0.27.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:8a3f29aba6e2d7d90528d3c792555a93497fe6538aa65eb675b44505be747808"},
+    {file = "rpds_py-0.27.1-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:dd6cd0485b7d347304067153a6dc1d73f7d4fd995a396ef32a24d24b8ac63ac8"},
+    {file = "rpds_py-0.27.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:6f4461bf931108c9fa226ffb0e257c1b18dc2d44cd72b125bec50ee0ab1248a9"},
+    {file = "rpds_py-0.27.1-cp310-cp310-win32.whl", hash = "sha256:ee5422d7fb21f6a00c1901bf6559c49fee13a5159d0288320737bbf6585bd3e4"},
+    {file = "rpds_py-0.27.1-cp310-cp310-win_amd64.whl", hash = "sha256:3e039aabf6d5f83c745d5f9a0a381d031e9ed871967c0a5c38d201aca41f3ba1"},
+    {file = "rpds_py-0.27.1-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:be898f271f851f68b318872ce6ebebbc62f303b654e43bf72683dbdc25b7c881"},
+    {file = "rpds_py-0.27.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:62ac3d4e3e07b58ee0ddecd71d6ce3b1637de2d373501412df395a0ec5f9beb5"},
+    {file = "rpds_py-0.27.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4708c5c0ceb2d034f9991623631d3d23cb16e65c83736ea020cdbe28d57c0a0e"},
+    {file = "rpds_py-0.27.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:abfa1171a9952d2e0002aba2ad3780820b00cc3d9c98c6630f2e93271501f66c"},
+    {file = "rpds_py-0.27.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4b507d19f817ebaca79574b16eb2ae412e5c0835542c93fe9983f1e432aca195"},
+    {file = "rpds_py-0.27.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:168b025f8fd8d8d10957405f3fdcef3dc20f5982d398f90851f4abc58c566c52"},
+    {file = "rpds_py-0.27.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cb56c6210ef77caa58e16e8c17d35c63fe3f5b60fd9ba9d424470c3400bcf9ed"},
+    {file = "rpds_py-0.27.1-cp311-cp311-manylinux_2_31_riscv64.whl", hash = "sha256:d252f2d8ca0195faa707f8eb9368955760880b2b42a8ee16d382bf5dd807f89a"},
+    {file = "rpds_py-0.27.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:6e5e54da1e74b91dbc7996b56640f79b195d5925c2b78efaa8c5d53e1d88edde"},
+    {file = "rpds_py-0.27.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:ffce0481cc6e95e5b3f0a47ee17ffbd234399e6d532f394c8dce320c3b089c21"},
+    {file = "rpds_py-0.27.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:a205fdfe55c90c2cd8e540ca9ceba65cbe6629b443bc05db1f590a3db8189ff9"},
+    {file = "rpds_py-0.27.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:689fb5200a749db0415b092972e8eba85847c23885c8543a8b0f5c009b1a5948"},
+    {file = "rpds_py-0.27.1-cp311-cp311-win32.whl", hash = "sha256:3182af66048c00a075010bc7f4860f33913528a4b6fc09094a6e7598e462fe39"},
+    {file = "rpds_py-0.27.1-cp311-cp311-win_amd64.whl", hash = "sha256:b4938466c6b257b2f5c4ff98acd8128ec36b5059e5c8f8372d79316b1c36bb15"},
+    {file = "rpds_py-0.27.1-cp311-cp311-win_arm64.whl", hash = "sha256:2f57af9b4d0793e53266ee4325535a31ba48e2f875da81a9177c9926dfa60746"},
+    {file = "rpds_py-0.27.1-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:ae2775c1973e3c30316892737b91f9283f9908e3cc7625b9331271eaaed7dc90"},
+    {file = "rpds_py-0.27.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:2643400120f55c8a96f7c9d858f7be0c88d383cd4653ae2cf0d0c88f668073e5"},
+    {file = "rpds_py-0.27.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:16323f674c089b0360674a4abd28d5042947d54ba620f72514d69be4ff64845e"},
+    {file = "rpds_py-0.27.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:9a1f4814b65eacac94a00fc9a526e3fdafd78e439469644032032d0d63de4881"},
+    {file = "rpds_py-0.27.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:7ba32c16b064267b22f1850a34051121d423b6f7338a12b9459550eb2096e7ec"},
+    {file = "rpds_py-0.27.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e5c20f33fd10485b80f65e800bbe5f6785af510b9f4056c5a3c612ebc83ba6cb"},
+    {file = "rpds_py-0.27.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:466bfe65bd932da36ff279ddd92de56b042f2266d752719beb97b08526268ec5"},
+    {file = "rpds_py-0.27.1-cp312-cp312-manylinux_2_31_riscv64.whl", hash = "sha256:41e532bbdcb57c92ba3be62c42e9f096431b4cf478da9bc3bc6ce5c38ab7ba7a"},
+    {file = "rpds_py-0.27.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:f149826d742b406579466283769a8ea448eed82a789af0ed17b0cd5770433444"},
+    {file = "rpds_py-0.27.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:80c60cfb5310677bd67cb1e85a1e8eb52e12529545441b43e6f14d90b878775a"},
+    {file = "rpds_py-0.27.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:7ee6521b9baf06085f62ba9c7a3e5becffbc32480d2f1b351559c001c38ce4c1"},
+    {file = "rpds_py-0.27.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:a512c8263249a9d68cac08b05dd59d2b3f2061d99b322813cbcc14c3c7421998"},
+    {file = "rpds_py-0.27.1-cp312-cp312-win32.whl", hash = "sha256:819064fa048ba01b6dadc5116f3ac48610435ac9a0058bbde98e569f9e785c39"},
+    {file = "rpds_py-0.27.1-cp312-cp312-win_amd64.whl", hash = "sha256:d9199717881f13c32c4046a15f024971a3b78ad4ea029e8da6b86e5aa9cf4594"},
+    {file = "rpds_py-0.27.1-cp312-cp312-win_arm64.whl", hash = "sha256:33aa65b97826a0e885ef6e278fbd934e98cdcfed80b63946025f01e2f5b29502"},
+    {file = "rpds_py-0.27.1-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:e4b9fcfbc021633863a37e92571d6f91851fa656f0180246e84cbd8b3f6b329b"},
+    {file = "rpds_py-0.27.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:1441811a96eadca93c517d08df75de45e5ffe68aa3089924f963c782c4b898cf"},
+    {file = "rpds_py-0.27.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:55266dafa22e672f5a4f65019015f90336ed31c6383bd53f5e7826d21a0e0b83"},
+    {file = "rpds_py-0.27.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d78827d7ac08627ea2c8e02c9e5b41180ea5ea1f747e9db0915e3adf36b62dcf"},
+    {file = "rpds_py-0.27.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ae92443798a40a92dc5f0b01d8a7c93adde0c4dc965310a29ae7c64d72b9fad2"},
+    {file = "rpds_py-0.27.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c46c9dd2403b66a2a3b9720ec4b74d4ab49d4fabf9f03dfdce2d42af913fe8d0"},
+    {file = "rpds_py-0.27.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2efe4eb1d01b7f5f1939f4ef30ecea6c6b3521eec451fb93191bf84b2a522418"},
+    {file = "rpds_py-0.27.1-cp313-cp313-manylinux_2_31_riscv64.whl", hash = "sha256:15d3b4d83582d10c601f481eca29c3f138d44c92187d197aff663a269197c02d"},
+    {file = "rpds_py-0.27.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:4ed2e16abbc982a169d30d1a420274a709949e2cbdef119fe2ec9d870b42f274"},
+    {file = "rpds_py-0.27.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:a75f305c9b013289121ec0f1181931975df78738cdf650093e6b86d74aa7d8dd"},
+    {file = "rpds_py-0.27.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:67ce7620704745881a3d4b0ada80ab4d99df390838839921f99e63c474f82cf2"},
+    {file = "rpds_py-0.27.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:9d992ac10eb86d9b6f369647b6a3f412fc0075cfd5d799530e84d335e440a002"},
+    {file = "rpds_py-0.27.1-cp313-cp313-win32.whl", hash = "sha256:4f75e4bd8ab8db624e02c8e2fc4063021b58becdbe6df793a8111d9343aec1e3"},
+    {file = "rpds_py-0.27.1-cp313-cp313-win_amd64.whl", hash = "sha256:f9025faafc62ed0b75a53e541895ca272815bec18abe2249ff6501c8f2e12b83"},
+    {file = "rpds_py-0.27.1-cp313-cp313-win_arm64.whl", hash = "sha256:ed10dc32829e7d222b7d3b93136d25a406ba9788f6a7ebf6809092da1f4d279d"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-macosx_10_12_x86_64.whl", hash = "sha256:92022bbbad0d4426e616815b16bc4127f83c9a74940e1ccf3cfe0b387aba0228"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:47162fdab9407ec3f160805ac3e154df042e577dd53341745fc7fb3f625e6d92"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fb89bec23fddc489e5d78b550a7b773557c9ab58b7946154a10a6f7a214a48b2"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e48af21883ded2b3e9eb48cb7880ad8598b31ab752ff3be6457001d78f416723"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6f5b7bd8e219ed50299e58551a410b64daafb5017d54bbe822e003856f06a802"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:08f1e20bccf73b08d12d804d6e1c22ca5530e71659e6673bce31a6bb71c1e73f"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0dc5dceeaefcc96dc192e3a80bbe1d6c410c469e97bdd47494a7d930987f18b2"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-manylinux_2_31_riscv64.whl", hash = "sha256:d76f9cc8665acdc0c9177043746775aa7babbf479b5520b78ae4002d889f5c21"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:134fae0e36022edad8290a6661edf40c023562964efea0cc0ec7f5d392d2aaef"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:eb11a4f1b2b63337cfd3b4d110af778a59aae51c81d195768e353d8b52f88081"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:13e608ac9f50a0ed4faec0e90ece76ae33b34c0e8656e3dceb9a7db994c692cd"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:dd2135527aa40f061350c3f8f89da2644de26cd73e4de458e79606384f4f68e7"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-win32.whl", hash = "sha256:3020724ade63fe320a972e2ffd93b5623227e684315adce194941167fee02688"},
+    {file = "rpds_py-0.27.1-cp313-cp313t-win_amd64.whl", hash = "sha256:8ee50c3e41739886606388ba3ab3ee2aae9f35fb23f833091833255a31740797"},
+    {file = "rpds_py-0.27.1-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:acb9aafccaae278f449d9c713b64a9e68662e7799dbd5859e2c6b3c67b56d334"},
+    {file = "rpds_py-0.27.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:b7fb801aa7f845ddf601c49630deeeccde7ce10065561d92729bfe81bd21fb33"},
+    {file = "rpds_py-0.27.1-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fe0dd05afb46597b9a2e11c351e5e4283c741237e7f617ffb3252780cca9336a"},
+    {file = "rpds_py-0.27.1-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b6dfb0e058adb12d8b1d1b25f686e94ffa65d9995a5157afe99743bf7369d62b"},
+    {file = "rpds_py-0.27.1-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ed090ccd235f6fa8bb5861684567f0a83e04f52dfc2e5c05f2e4b1309fcf85e7"},
+    {file = "rpds_py-0.27.1-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:bf876e79763eecf3e7356f157540d6a093cef395b65514f17a356f62af6cc136"},
+    {file = "rpds_py-0.27.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:12ed005216a51b1d6e2b02a7bd31885fe317e45897de81d86dcce7d74618ffff"},
+    {file = "rpds_py-0.27.1-cp314-cp314-manylinux_2_31_riscv64.whl", hash = "sha256:ee4308f409a40e50593c7e3bb8cbe0b4d4c66d1674a316324f0c2f5383b486f9"},
+    {file = "rpds_py-0.27.1-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:0b08d152555acf1f455154d498ca855618c1378ec810646fcd7c76416ac6dc60"},
+    {file = "rpds_py-0.27.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:dce51c828941973a5684d458214d3a36fcd28da3e1875d659388f4f9f12cc33e"},
+    {file = "rpds_py-0.27.1-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:c1476d6f29eb81aa4151c9a31219b03f1f798dc43d8af1250a870735516a1212"},
+    {file = "rpds_py-0.27.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:3ce0cac322b0d69b63c9cdb895ee1b65805ec9ffad37639f291dd79467bee675"},
+    {file = "rpds_py-0.27.1-cp314-cp314-win32.whl", hash = "sha256:dfbfac137d2a3d0725758cd141f878bf4329ba25e34979797c89474a89a8a3a3"},
+    {file = "rpds_py-0.27.1-cp314-cp314-win_amd64.whl", hash = "sha256:a6e57b0abfe7cc513450fcf529eb486b6e4d3f8aee83e92eb5f1ef848218d456"},
+    {file = "rpds_py-0.27.1-cp314-cp314-win_arm64.whl", hash = "sha256:faf8d146f3d476abfee026c4ae3bdd9ca14236ae4e4c310cbd1cf75ba33d24a3"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:ba81d2b56b6d4911ce735aad0a1d4495e808b8ee4dc58715998741a26874e7c2"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:84f7d509870098de0e864cad0102711c1e24e9b1a50ee713b65928adb22269e4"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a9e960fc78fecd1100539f14132425e1d5fe44ecb9239f8f27f079962021523e"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:62f85b665cedab1a503747617393573995dac4600ff51869d69ad2f39eb5e817"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:fed467af29776f6556250c9ed85ea5a4dd121ab56a5f8b206e3e7a4c551e48ec"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f2729615f9d430af0ae6b36cf042cb55c0936408d543fb691e1a9e36648fd35a"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1b207d881a9aef7ba753d69c123a35d96ca7cb808056998f6b9e8747321f03b8"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-manylinux_2_31_riscv64.whl", hash = "sha256:639fd5efec029f99b79ae47e5d7e00ad8a773da899b6309f6786ecaf22948c48"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:fecc80cb2a90e28af8a9b366edacf33d7a91cbfe4c2c4544ea1246e949cfebeb"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:42a89282d711711d0a62d6f57d81aa43a1368686c45bc1c46b7f079d55692734"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:cf9931f14223de59551ab9d38ed18d92f14f055a5f78c1d8ad6493f735021bbb"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:f39f58a27cc6e59f432b568ed8429c7e1641324fbe38131de852cd77b2d534b0"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-win32.whl", hash = "sha256:d5fa0ee122dc09e23607a28e6d7b150da16c662e66409bbe85230e4c85bb528a"},
+    {file = "rpds_py-0.27.1-cp314-cp314t-win_amd64.whl", hash = "sha256:6567d2bb951e21232c2f660c24cf3470bb96de56cdcb3f071a83feeaff8a2772"},
+    {file = "rpds_py-0.27.1-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:c918c65ec2e42c2a78d19f18c553d77319119bf43aa9e2edf7fb78d624355527"},
+    {file = "rpds_py-0.27.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:1fea2b1a922c47c51fd07d656324531adc787e415c8b116530a1d29c0516c62d"},
+    {file = "rpds_py-0.27.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bbf94c58e8e0cd6b6f38d8de67acae41b3a515c26169366ab58bdca4a6883bb8"},
+    {file = "rpds_py-0.27.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:c2a8fed130ce946d5c585eddc7c8eeef0051f58ac80a8ee43bd17835c144c2cc"},
+    {file = "rpds_py-0.27.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:037a2361db72ee98d829bc2c5b7cc55598ae0a5e0ec1823a56ea99374cfd73c1"},
+    {file = "rpds_py-0.27.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5281ed1cc1d49882f9997981c88df1a22e140ab41df19071222f7e5fc4e72125"},
+    {file = "rpds_py-0.27.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2fd50659a069c15eef8aa3d64bbef0d69fd27bb4a50c9ab4f17f83a16cbf8905"},
+    {file = "rpds_py-0.27.1-cp39-cp39-manylinux_2_31_riscv64.whl", hash = "sha256:c4b676c4ae3921649a15d28ed10025548e9b561ded473aa413af749503c6737e"},
+    {file = "rpds_py-0.27.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:079bc583a26db831a985c5257797b2b5d3affb0386e7ff886256762f82113b5e"},
+    {file = "rpds_py-0.27.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:4e44099bd522cba71a2c6b97f68e19f40e7d85399de899d66cdb67b32d7cb786"},
+    {file = "rpds_py-0.27.1-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:e202e6d4188e53c6661af813b46c37ca2c45e497fc558bacc1a7630ec2695aec"},
+    {file = "rpds_py-0.27.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:f41f814b8eaa48768d1bb551591f6ba45f87ac76899453e8ccd41dba1289b04b"},
+    {file = "rpds_py-0.27.1-cp39-cp39-win32.whl", hash = "sha256:9e71f5a087ead99563c11fdaceee83ee982fd39cf67601f4fd66cb386336ee52"},
+    {file = "rpds_py-0.27.1-cp39-cp39-win_amd64.whl", hash = "sha256:71108900c9c3c8590697244b9519017a400d9ba26a36c48381b3f64743a44aab"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:7ba22cb9693df986033b91ae1d7a979bc399237d45fccf875b76f62bb9e52ddf"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:5b640501be9288c77738b5492b3fd3abc4ba95c50c2e41273c8a1459f08298d3"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fb08b65b93e0c6dd70aac7f7890a9c0938d5ec71d5cb32d45cf844fb8ae47636"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d7ff07d696a7a38152ebdb8212ca9e5baab56656749f3d6004b34ab726b550b8"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:fb7c72262deae25366e3b6c0c0ba46007967aea15d1eea746e44ddba8ec58dcc"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7b002cab05d6339716b03a4a3a2ce26737f6231d7b523f339fa061d53368c9d8"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:23f6b69d1c26c4704fec01311963a41d7de3ee0570a84ebde4d544e5a1859ffc"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-manylinux_2_31_riscv64.whl", hash = "sha256:530064db9146b247351f2a0250b8f00b289accea4596a033e94be2389977de71"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:7b90b0496570bd6b0321724a330d8b545827c4df2034b6ddfc5f5275f55da2ad"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:879b0e14a2da6a1102a3fc8af580fc1ead37e6d6692a781bd8c83da37429b5ab"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-musllinux_1_2_i686.whl", hash = "sha256:0d807710df3b5faa66c731afa162ea29717ab3be17bdc15f90f2d9f183da4059"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:3adc388fc3afb6540aec081fa59e6e0d3908722771aa1e37ffe22b220a436f0b"},
+    {file = "rpds_py-0.27.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:c796c0c1cc68cb08b0284db4229f5af76168172670c74908fdbd4b7d7f515819"},
+    {file = "rpds_py-0.27.1-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:cdfe4bb2f9fe7458b7453ad3c33e726d6d1c7c0a72960bcc23800d77384e42df"},
+    {file = "rpds_py-0.27.1-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:8fabb8fd848a5f75a2324e4a84501ee3a5e3c78d8603f83475441866e60b94a3"},
+    {file = "rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:eda8719d598f2f7f3e0f885cba8646644b55a187762bec091fa14a2b819746a9"},
+    {file = "rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3c64d07e95606ec402a0a1c511fe003873fa6af630bda59bac77fac8b4318ebc"},
+    {file = "rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:93a2ed40de81bcff59aabebb626562d48332f3d028ca2036f1d23cbb52750be4"},
+    {file = "rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:387ce8c44ae94e0ec50532d9cb0edce17311024c9794eb196b90e1058aadeb66"},
+    {file = "rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:aaf94f812c95b5e60ebaf8bfb1898a7d7cb9c1af5744d4a67fa47796e0465d4e"},
+    {file = "rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_31_riscv64.whl", hash = "sha256:4848ca84d6ded9b58e474dfdbad4b8bfb450344c0551ddc8d958bf4b36aa837c"},
+    {file = "rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:2bde09cbcf2248b73c7c323be49b280180ff39fadcfe04e7b6f54a678d02a7cf"},
+    {file = "rpds_py-0.27.1-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:94c44ee01fd21c9058f124d2d4f0c9dc7634bec93cd4b38eefc385dabe71acbf"},
+    {file = "rpds_py-0.27.1-pp311-pypy311_pp73-musllinux_1_2_i686.whl", hash = "sha256:df8b74962e35c9249425d90144e721eed198e6555a0e22a563d29fe4486b51f6"},
+    {file = "rpds_py-0.27.1-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:dc23e6820e3b40847e2f4a7726462ba0cf53089512abe9ee16318c366494c17a"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:aa8933159edc50be265ed22b401125c9eebff3171f570258854dbce3ecd55475"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:a50431bf02583e21bf273c71b89d710e7a710ad5e39c725b14e685610555926f"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:78af06ddc7fe5cc0e967085a9115accee665fb912c22a3f54bad70cc65b05fe6"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:70d0738ef8fee13c003b100c2fbd667ec4f133468109b3472d249231108283a3"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e2f6fd8a1cea5bbe599b6e78a6e5ee08db434fc8ffea51ff201c8765679698b3"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8177002868d1426305bb5de1e138161c2ec9eb2d939be38291d7c431c4712df8"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:008b839781d6c9bf3b6a8984d1d8e56f0ec46dc56df61fd669c49b58ae800400"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-manylinux_2_31_riscv64.whl", hash = "sha256:a55b9132bb1ade6c734ddd2759c8dc132aa63687d259e725221f106b83a0e485"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:a46fdec0083a26415f11d5f236b79fa1291c32aaa4a17684d82f7017a1f818b1"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:8a63b640a7845f2bdd232eb0d0a4a2dd939bcdd6c57e6bb134526487f3160ec5"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-musllinux_1_2_i686.whl", hash = "sha256:7e32721e5d4922deaaf963469d795d5bde6093207c52fec719bd22e5d1bedbc4"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:2c426b99a068601b5f4623573df7a7c3d72e87533a2dd2253353a03e7502566c"},
+    {file = "rpds_py-0.27.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:4fc9b7fe29478824361ead6e14e4f5aed570d477e06088826537e202d25fe859"},
+    {file = "rpds_py-0.27.1.tar.gz", hash = "sha256:26a1c73171d10b7acccbded82bf6a586ab8203601e565badc74bbbf8bc5a10f8"},
+]
+
+[[package]]
+name = "six"
+version = "1.17.0"
+description = "Python 2 and 3 compatibility utilities"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main", "dev"]
+files = [
+    {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
+    {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
+]
+
+[[package]]
+name = "tomli"
+version = "2.2.1"
+description = "A lil' TOML parser"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"},
+    {file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"},
+    {file = "tomli-2.2.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ece47d672db52ac607a3d9599a9d48dcb2f2f735c6c2d1f34130085bb12b112a"},
+    {file = "tomli-2.2.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6972ca9c9cc9f0acaa56a8ca1ff51e7af152a9f87fb64623e31d5c83700080ee"},
+    {file = "tomli-2.2.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c954d2250168d28797dd4e3ac5cf812a406cd5a92674ee4c8f123c889786aa8e"},
+    {file = "tomli-2.2.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:8dd28b3e155b80f4d54beb40a441d366adcfe740969820caf156c019fb5c7ec4"},
+    {file = "tomli-2.2.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:e59e304978767a54663af13c07b3d1af22ddee3bb2fb0618ca1593e4f593a106"},
+    {file = "tomli-2.2.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:33580bccab0338d00994d7f16f4c4ec25b776af3ffaac1ed74e0b3fc95e885a8"},
+    {file = "tomli-2.2.1-cp311-cp311-win32.whl", hash = "sha256:465af0e0875402f1d226519c9904f37254b3045fc5084697cefb9bdde1ff99ff"},
+    {file = "tomli-2.2.1-cp311-cp311-win_amd64.whl", hash = "sha256:2d0f2fdd22b02c6d81637a3c95f8cd77f995846af7414c5c4b8d0545afa1bc4b"},
+    {file = "tomli-2.2.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:4a8f6e44de52d5e6c657c9fe83b562f5f4256d8ebbfe4ff922c495620a7f6cea"},
+    {file = "tomli-2.2.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:8d57ca8095a641b8237d5b079147646153d22552f1c637fd3ba7f4b0b29167a8"},
+    {file = "tomli-2.2.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4e340144ad7ae1533cb897d406382b4b6fede8890a03738ff1683af800d54192"},
+    {file = "tomli-2.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:db2b95f9de79181805df90bedc5a5ab4c165e6ec3fe99f970d0e302f384ad222"},
+    {file = "tomli-2.2.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:40741994320b232529c802f8bc86da4e1aa9f413db394617b9a256ae0f9a7f77"},
+    {file = "tomli-2.2.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:400e720fe168c0f8521520190686ef8ef033fb19fc493da09779e592861b78c6"},
+    {file = "tomli-2.2.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:02abe224de6ae62c19f090f68da4e27b10af2b93213d36cf44e6e1c5abd19fdd"},
+    {file = "tomli-2.2.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:b82ebccc8c8a36f2094e969560a1b836758481f3dc360ce9a3277c65f374285e"},
+    {file = "tomli-2.2.1-cp312-cp312-win32.whl", hash = "sha256:889f80ef92701b9dbb224e49ec87c645ce5df3fa2cc548664eb8a25e03127a98"},
+    {file = "tomli-2.2.1-cp312-cp312-win_amd64.whl", hash = "sha256:7fc04e92e1d624a4a63c76474610238576942d6b8950a2d7f908a340494e67e4"},
+    {file = "tomli-2.2.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:f4039b9cbc3048b2416cc57ab3bda989a6fcf9b36cf8937f01a6e731b64f80d7"},
+    {file = "tomli-2.2.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:286f0ca2ffeeb5b9bd4fcc8d6c330534323ec51b2f52da063b11c502da16f30c"},
+    {file = "tomli-2.2.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a92ef1a44547e894e2a17d24e7557a5e85a9e1d0048b0b5e7541f76c5032cb13"},
+    {file = "tomli-2.2.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9316dc65bed1684c9a98ee68759ceaed29d229e985297003e494aa825ebb0281"},
+    {file = "tomli-2.2.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e85e99945e688e32d5a35c1ff38ed0b3f41f43fad8df0bdf79f72b2ba7bc5272"},
+    {file = "tomli-2.2.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:ac065718db92ca818f8d6141b5f66369833d4a80a9d74435a268c52bdfa73140"},
+    {file = "tomli-2.2.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:d920f33822747519673ee656a4b6ac33e382eca9d331c87770faa3eef562aeb2"},
+    {file = "tomli-2.2.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:a198f10c4d1b1375d7687bc25294306e551bf1abfa4eace6650070a5c1ae2744"},
+    {file = "tomli-2.2.1-cp313-cp313-win32.whl", hash = "sha256:d3f5614314d758649ab2ab3a62d4f2004c825922f9e370b29416484086b264ec"},
+    {file = "tomli-2.2.1-cp313-cp313-win_amd64.whl", hash = "sha256:a38aa0308e754b0e3c67e344754dff64999ff9b513e691d0e786265c93583c69"},
+    {file = "tomli-2.2.1-py3-none-any.whl", hash = "sha256:cb55c73c5f4408779d0cf3eef9f762b9c9f147a77de7b258bef0a5628adc85cc"},
+    {file = "tomli-2.2.1.tar.gz", hash = "sha256:cd45e1dc79c835ce60f7404ec8119f2eb06d38b1deba146f07ced3bbc44505ff"},
+]
+
+[[package]]
+name = "types-oauthlib"
+version = "3.3.0.20250822"
+description = "Typing stubs for oauthlib"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "types_oauthlib-3.3.0.20250822-py3-none-any.whl", hash = "sha256:b7f4c9b9eed0e020f454e0af800b10e93dd2efd196da65744b76910cce7e70d6"},
+    {file = "types_oauthlib-3.3.0.20250822.tar.gz", hash = "sha256:2cd41587dd80c199e4230e3f086777e9ae525e89579c64afe5e0039ab09be9de"},
+]
+
+[[package]]
+name = "types-requests"
+version = "2.32.4.20250809"
+description = "Typing stubs for requests"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "types_requests-2.32.4.20250809-py3-none-any.whl", hash = "sha256:f73d1832fb519ece02c85b1f09d5f0dd3108938e7d47e7f94bbfa18a6782b163"},
+    {file = "types_requests-2.32.4.20250809.tar.gz", hash = "sha256:d8060de1c8ee599311f56ff58010fb4902f462a1470802cf9f6ed27bc46c4df3"},
+]
+
+[package.dependencies]
+urllib3 = ">=2"
+
+[[package]]
+name = "typing-extensions"
+version = "4.15.0"
+description = "Backported and Experimental Type Hints for Python 3.9+"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
+    {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
+]
+
+[[package]]
+name = "urllib3"
+version = "2.5.0"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+optional = false
+python-versions = ">=3.9"
+groups = ["main", "dev"]
+files = [
+    {file = "urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"},
+    {file = "urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760"},
+]
+
+[package.extras]
+brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""]
+h2 = ["h2 (>=4,<5)"]
+socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
+zstd = ["zstandard (>=0.18.0)"]
+
+[[package]]
+name = "xmltodict"
+version = "0.14.2"
+description = "Makes working with XML feel like you are working with JSON"
+optional = false
+python-versions = ">=3.6"
+groups = ["dev"]
+files = [
+    {file = "xmltodict-0.14.2-py2.py3-none-any.whl", hash = "sha256:20cc7d723ed729276e808f26fb6b3599f786cbc37e06c65e192ba77c40f20aac"},
+    {file = "xmltodict-0.14.2.tar.gz", hash = "sha256:201e7c28bb210e374999d1dde6382923ab0ed1a8a5faeece48ab525b7810a553"},
+]
+
+[metadata]
+lock-version = "2.1"
+python-versions = "^3.9"
+content-hash = "2a5b99afc81ab3c870171ca57f545082a320f43a28298d2795c5ae613f947341"
diff --git a/src/edfi-query-test/pyproject.toml b/src/edfi-query-test/pyproject.toml
new file mode 100644
index 00000000..0359b4d7
--- /dev/null
+++ b/src/edfi-query-test/pyproject.toml
@@ -0,0 +1,41 @@
+[tool.poetry]
+name = "edfi-query-test"
+version = "0.1.0"
+description = "Ed-Fi Data Out Test"
+authors = ["Ed-Fi Alliance, LLC and contributors"]
+license = "Apache-2.0"
+
+[tool.poetry.dependencies]
+python = "^3.9"
+ConfigArgParse = "^1.5.3"
+python-dotenv = "^0.19.2"
+requests-oauthlib = "^1.3.1"
+requests = "^2.32.4"
+urllib3 = "^2.5.0"
+pandas = "^1.4.1"
+errorhandler = "^2.0.1"
+numpy = "1.24.3"
+
+[tool.poetry.group.dev.dependencies]
+flake8 = "^4.0.1"
+pytest = "^7.0.1"
+mypy = "^0.931"
+pytest-describe = "^2.0.1"
+coverage = "^6.3.2"
+types-oauthlib = "^3.1.6"
+pytest-mock = "^3.7.0"
+requests-mock = "^1.9.3"
+types-requests = "^2.27.12"
+data-science-types = "^0.2.23"
+pyfakefs = "^4.5.5"
+pook = "^1.0.2"
+black = "^24.4.2"
+
+[build-system]
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"
+
+[tool.pytest.ini_options]
+testpaths = [
+    "tests"
+]
diff --git a/src/edfi-query-test/tests/__init__.py b/src/edfi-query-test/tests/__init__.py
new file mode 100644
index 00000000..794c49e6
--- /dev/null
+++ b/src/edfi-query-test/tests/__init__.py
@@ -0,0 +1,4 @@
+# SPDX-License-Identifier: Apache-2.0
+# Licensed to the Ed-Fi Alliance under one or more agreements.
+# The Ed-Fi Alliance licenses this file to you under the Apache License, Version 2.0.
+# See the LICENSE and NOTICES files in the project root for more information.
diff --git a/src/edfi-query-test/tests/api/__init__.py b/src/edfi-query-test/tests/api/__init__.py
new file mode 100644
index 00000000..3f571c1c
--- /dev/null
+++ b/src/edfi-query-test/tests/api/__init__.py
@@ -0,0 +1,4 @@
+# SPDX-License-Identifier: Apache-2.0
+# Licensed to the Ed-Fi Alliance under one or more agreements.
+# The Ed-Fi Alliance licenses this file to you under the Apache License, Version 2.0.
+# See the LICENSE and NOTICES files in the project root for more information.
\ No newline at end of file
diff --git a/src/edfi-query-test/tests/api/test_request_client.py b/src/edfi-query-test/tests/api/test_request_client.py
new file mode 100644
index 00000000..8d7ef937
--- /dev/null
+++ b/src/edfi-query-test/tests/api/test_request_client.py
@@ -0,0 +1,199 @@
+# SPDX-License-Identifier: Apache-2.0
+# Licensed to the Ed-Fi Alliance under one or more agreements.
+# The Ed-Fi Alliance licenses this file to you under the Apache License, Version 2.0.
+# See the LICENSE and NOTICES files in the project root for more information.
+
+import json
+from http import HTTPStatus
+from unittest.mock import patch, Mock
+
+import pytest
+import requests_mock
+
+from edfi_query_test.api.request_client import RequestClient, timeit
+from edfi_query_test.helpers.main_arguments import MainArguments
+from edfi_query_test.helpers.output_format import OutputFormat
+from edfi_query_test.helpers.log_level import LogLevel
+
+
+FAKE_KEY = "TEST_KEY"
+FAKE_SECRET = "TEST_SECRET"
+API_BASE_URL = "https://localhost:54746"
+OAUTH_URL = "https://localhost:54746/oauth/token/"
+VERSION_INFO = {
+    "version": "a",
+    "apiMode": "b", 
+    "dataModels": "c",
+    "urls": {
+        "oauth": "https://localhost:54746/oauth/token/",
+        "dataManagementApi": "https://localhost:54746/data/v3/"
+    }
+}
+FAKE_API_RESPONSE = [{"id": "123", "studentUniqueId": "student1"}]
+TOKEN_RESPONSE = {
+    "access_token": "038f4cb947c04fb4851fc3792c6b004f",
+    "expires_in": 1800,
+    "token_type": "bearer",
+}
+
+
+@pytest.fixture()
+def default_request_client():
+    args = MainArguments(
+        baseUrl=API_BASE_URL,
+        key=FAKE_KEY,
+        secret=FAKE_SECRET,
+        ignoreCertificateErrors=True,
+        connectionLimit=5,
+        output="./output",
+        contentType=OutputFormat.CSV,
+        resourceList=["Students"],
+        pageSize=100,
+        description="Test run",
+        log_level=LogLevel.INFO
+    )
+    return RequestClient(args)
+
+
+def describe_testing_RequestClient_class():
+    def describe_when_constructing_instance():
+        def it_sets_base_url(default_request_client):
+            assert default_request_client.api_base_url == API_BASE_URL
+
+        def it_sets_page_size(default_request_client):
+            assert default_request_client.page_size == 100
+
+        def it_sets_verify_cert(default_request_client):
+            assert default_request_client.verify_cert is False
+
+    def describe_when_querying_resources():
+        def it_constructs_query_url_correctly(default_request_client):
+            with requests_mock.Mocker() as m:
+                # Setup API version and OAuth mocks
+                m.get(API_BASE_URL, json=VERSION_INFO)
+                m.post(OAUTH_URL, json=TOKEN_RESPONSE)
+                
+                # Mock the actual query request
+                expected_url = f"{API_BASE_URL}/data/v3/ed-fi/students?limit=1&studentUniqueId=student1&schoolId=123"
+                m.get(expected_url, json=FAKE_API_RESPONSE)
+                
+                # Act
+                result = default_request_client.query("students", {"studentUniqueId": "student1", "schoolId": "123"})
+                
+                # Assert
+                assert result == FAKE_API_RESPONSE
+
+        def it_url_encodes_query_parameters(default_request_client):
+            with requests_mock.Mocker() as m:
+                # Setup API version and OAuth mocks
+                m.get(API_BASE_URL, json=VERSION_INFO)
+                m.post(OAUTH_URL, json=TOKEN_RESPONSE)
+                
+                # Mock query with special characters
+                query_value = "test value with spaces"
+                expected_url = f"{API_BASE_URL}/data/v3/ed-fi/students?limit=1&name=test%20value%20with%20spaces"
+                m.get(expected_url, json=FAKE_API_RESPONSE)
+                
+                # Act
+                result = default_request_client.query("students", {"name": query_value})
+                
+                # Assert
+                assert result == FAKE_API_RESPONSE
+
+    def describe_when_getting_all_data():
+        def it_retrieves_all_pages(default_request_client):
+            with requests_mock.Mocker() as m:
+                # Setup API version and OAuth mocks
+                m.get(API_BASE_URL, json=VERSION_INFO)
+                m.post(OAUTH_URL, json=TOKEN_RESPONSE)
+                
+                # Mock paginated responses
+                page1_response = [{"id": "1"}, {"id": "2"}]
+                page2_response = [{"id": "3"}]
+                
+                # First request returns 2 items (indicating more pages)
+                m.get(f"{API_BASE_URL}/data/v3/ed-fi/students?offset=0&limit=100", 
+                      json=page1_response, 
+                      headers={"Total-Count": "3"})
+                      
+                # Second request returns remaining item
+                m.get(f"{API_BASE_URL}/data/v3/ed-fi/students?offset=100&limit=100", 
+                      json=page2_response,
+                      headers={"Total-Count": "3"})
+                
+                # Act
+                result = default_request_client.get_all("students")
+                
+                # Assert
+                assert len(result) == 3
+                assert result[0]["id"] == "1"
+                assert result[1]["id"] == "2" 
+                assert result[2]["id"] == "3"
+
+        def it_handles_single_page_response(default_request_client):
+            with requests_mock.Mocker() as m:
+                # Setup API version and OAuth mocks
+                m.get(API_BASE_URL, json=VERSION_INFO)
+                m.post(OAUTH_URL, json=TOKEN_RESPONSE)
+                
+                # Mock single page response (less than page size, so no more pages expected)
+                single_page_response = [{"id": "1"}]
+                m.get(f"{API_BASE_URL}/data/v3/ed-fi/students?offset=0&limit=100", 
+                      json=single_page_response,
+                      headers={"Total-Count": "1"})
+                
+                # Mock second page request that won't be called (due to small first page)
+                m.get(f"{API_BASE_URL}/data/v3/ed-fi/students?offset=100&limit=100", 
+                      json=[],
+                      headers={"Total-Count": "1"})
+                
+                # Act
+                result = default_request_client.get_all("students")
+                
+                # Assert
+                assert len(result) == 1
+                assert result[0]["id"] == "1"
+
+    def describe_when_handling_authentication():
+        def it_obtains_oauth_token(default_request_client):
+            with requests_mock.Mocker() as m:
+                # Setup mocks
+                m.get(API_BASE_URL, json=VERSION_INFO)
+                m.post(OAUTH_URL, json=TOKEN_RESPONSE)
+                m.get(f"{API_BASE_URL}/data/v3/ed-fi/students", json=FAKE_API_RESPONSE)
+                
+                # Act - This will trigger authentication
+                result = default_request_client.get_all("students")
+                
+                # Assert - Verify OAuth request was made
+                oauth_requests = [req for req in m.request_history if req.url.endswith('/oauth/token/')]
+                assert len(oauth_requests) == 1
+                
+                oauth_request = oauth_requests[0]
+                assert oauth_request.method == 'POST'
+
+
+def describe_when_timing_a_callback():
+    def it_returns_measured_time():
+        # Arrange
+        def test_callback():
+            return "result"
+        
+        # Act
+        elapsed_time, result = timeit(test_callback)
+        
+        # Assert
+        assert elapsed_time >= 0
+        assert result == "result"
+
+    def it_returns_callback_response():
+        # Arrange
+        expected_result = {"test": "data"}
+        def test_callback():
+            return expected_result
+        
+        # Act
+        elapsed_time, result = timeit(test_callback)
+        
+        # Assert
+        assert result == expected_result
\ No newline at end of file
diff --git a/src/edfi-query-test/tests/helpers/__init__.py b/src/edfi-query-test/tests/helpers/__init__.py
new file mode 100644
index 00000000..3f571c1c
--- /dev/null
+++ b/src/edfi-query-test/tests/helpers/__init__.py
@@ -0,0 +1,4 @@
+# SPDX-License-Identifier: Apache-2.0
+# Licensed to the Ed-Fi Alliance under one or more agreements.
+# The Ed-Fi Alliance licenses this file to you under the Apache License, Version 2.0.
+# See the LICENSE and NOTICES files in the project root for more information.
\ No newline at end of file
diff --git a/src/edfi-query-test/tests/helpers/test_api_metadata.py b/src/edfi-query-test/tests/helpers/test_api_metadata.py
new file mode 100644
index 00000000..ac84be90
--- /dev/null
+++ b/src/edfi-query-test/tests/helpers/test_api_metadata.py
@@ -0,0 +1,243 @@
+# SPDX-License-Identifier: Apache-2.0
+# Licensed to the Ed-Fi Alliance under one or more agreements.
+# The Ed-Fi Alliance licenses this file to you under the Apache License, Version 2.0.
+# See the LICENSE and NOTICES files in the project root for more information.
+
+from unittest.mock import patch, Mock
+import pytest
+import requests_mock
+
+from edfi_query_test.helpers.api_metadata import (
+    get_query_params_by_resource,
+    get_resource_metadata_response,
+    normalize_resource_path
+)
+from edfi_query_test.helpers.query_param import QueryParam
+
+
+API_BASE_URL = "https://localhost:54746"
+FAKE_OPENAPI_METADATA = {
+    "paths": {
+        "/ed-fi/students": {
+            "get": {
+                "parameters": [
+                    {"name": "studentUniqueId", "in": "query"},
+                    {"name": "schoolId", "in": "query"},
+                    {"name": "limit", "in": "query"},
+                    {"name": "offset", "in": "query"}
+                ]
+            }
+        },
+        "/ed-fi/schools": {
+            "get": {
+                "parameters": [
+                    {"name": "schoolId", "in": "query"},
+                    {"name": "nameOfInstitution", "in": "query"}
+                ]
+            }
+        },
+        "/ed-fi/students/{id}": {
+            "get": {"parameters": []}
+        }
+    }
+}
+
+
+def describe_normalize_resource_path():
+    def describe_when_given_various_path_formats():
+        def it_removes_leading_slash():
+            # Act
+            result = normalize_resource_path("/students")
+            
+            # Assert
+            assert result == "students"
+
+        def it_removes_edfi_prefix():
+            # Act
+            result = normalize_resource_path("ed-fi/students")
+            
+            # Assert
+            assert result == "students"
+
+        def it_removes_both_slash_and_prefix():
+            # Act
+            result = normalize_resource_path("/ed-fi/students")
+            
+            # Assert
+            assert result == "students"
+
+        def it_handles_extension_paths():
+            # Act
+            result = normalize_resource_path("/tpdm/candidates")
+            
+            # Assert
+            assert result == "tpdm/candidates"
+
+        def it_handles_plain_resource_name():
+            # Act
+            result = normalize_resource_path("students")
+            
+            # Assert
+            assert result == "students"
+
+
+def describe_get_resource_metadata_response():
+    def describe_when_api_responds_successfully():
+        def it_returns_metadata():
+            # Clear cache to avoid interference from other tests
+            from edfi_query_test.helpers.api_metadata import get_base_api_response, get_openapi_metadata_response, get_resource_metadata_response
+            get_base_api_response.cache_clear()
+            get_openapi_metadata_response.cache_clear()
+            get_resource_metadata_response.cache_clear()
+            
+            # Arrange
+            with requests_mock.Mocker() as m:
+                # Mock the base API response first
+                base_response = {
+                    "urls": {
+                        "openApiMetadata": f"{API_BASE_URL}/metadata/"
+                    }
+                }
+                openapi_list_response = [
+                    {"name": "Resources", "endpointUri": f"{API_BASE_URL}/metadata/resources"}
+                ]
+                
+                m.get(API_BASE_URL, json=base_response)
+                m.get(f"{API_BASE_URL}/metadata/", json=openapi_list_response)
+                m.get(f"{API_BASE_URL}/metadata/resources", json=FAKE_OPENAPI_METADATA)
+                
+                # Act
+                result = get_resource_metadata_response(API_BASE_URL, verify_cert=False)
+                
+                # Assert
+                assert result == FAKE_OPENAPI_METADATA
+
+    def describe_when_verify_cert_is_true():
+        def it_calls_with_verification():
+            # Clear cache to avoid interference from other tests
+            from edfi_query_test.helpers.api_metadata import get_base_api_response, get_openapi_metadata_response, get_resource_metadata_response
+            get_base_api_response.cache_clear()
+            get_openapi_metadata_response.cache_clear()
+            get_resource_metadata_response.cache_clear()
+            
+            # Arrange
+            with requests_mock.Mocker() as m:
+                # Mock the base API response first
+                base_response = {
+                    "urls": {
+                        "openApiMetadata": f"{API_BASE_URL}/metadata/"
+                    }
+                }
+                openapi_list_response = [
+                    {"name": "Resources", "endpointUri": f"{API_BASE_URL}/metadata/resources"}
+                ]
+                
+                m.get(API_BASE_URL, json=base_response)
+                m.get(f"{API_BASE_URL}/metadata/", json=openapi_list_response)
+                m.get(f"{API_BASE_URL}/metadata/resources", json=FAKE_OPENAPI_METADATA)
+                
+                # Act
+                result = get_resource_metadata_response(API_BASE_URL, verify_cert=True)
+                
+                # Assert
+                assert result == FAKE_OPENAPI_METADATA
+                # Verify the request was made with verify=True (implicitly tested by successful mock)
+
+
+def describe_get_query_params_by_resource():
+    def describe_when_metadata_contains_resources():
+        def it_extracts_query_parameters():
+            # Arrange
+            with patch('edfi_query_test.helpers.api_metadata.get_resource_metadata_response') as mock_metadata:
+                mock_metadata.return_value = FAKE_OPENAPI_METADATA
+                
+                # Act
+                result = get_query_params_by_resource(API_BASE_URL, verify_cert=False)
+                
+                # Assert
+                assert "students" in result
+                assert "schools" in result
+                
+                # Check students query params
+                student_params = [param.name for param in result["students"]]
+                assert "studentUniqueId" in student_params
+                assert "schoolId" in student_params
+                # Should exclude limit and offset as they're pagination params
+                assert "limit" not in student_params
+                assert "offset" not in student_params
+                
+                # Check schools query params  
+                school_params = [param.name for param in result["schools"]]
+                assert "schoolId" in school_params
+                assert "nameOfInstitution" in school_params
+
+        def it_excludes_non_queryable_paths():
+            # Arrange
+            metadata_with_id_path = {
+                "paths": {
+                    "/ed-fi/students": {
+                        "get": {
+                            "parameters": [{"name": "studentUniqueId", "in": "query"}]
+                        }
+                    },
+                    "/ed-fi/students/{id}": {
+                        "get": {"parameters": []}
+                    }
+                }
+            }
+            
+            with patch('edfi_query_test.helpers.api_metadata.get_resource_metadata_response') as mock_metadata:
+                mock_metadata.return_value = metadata_with_id_path
+                
+                # Act
+                result = get_query_params_by_resource(API_BASE_URL, verify_cert=False)
+                
+                # Assert
+                assert "students" in result
+                # Should not include the {id} path as a separate resource
+                assert len(result) == 1
+
+        def it_filters_pagination_parameters():
+            # Arrange
+            metadata_with_pagination = {
+                "paths": {
+                    "/ed-fi/students": {
+                        "get": {
+                            "parameters": [
+                                {"name": "studentUniqueId", "in": "query"},
+                                {"name": "limit", "in": "query"},
+                                {"name": "offset", "in": "query"},
+                                {"name": "totalCount", "in": "query"}
+                            ]
+                        }
+                    }
+                }
+            }
+            
+            with patch('edfi_query_test.helpers.api_metadata.get_resource_metadata_response') as mock_metadata:
+                mock_metadata.return_value = metadata_with_pagination
+                
+                # Act
+                result = get_query_params_by_resource(API_BASE_URL, verify_cert=False)
+                
+                # Assert
+                student_params = [param.name for param in result["students"]]
+                assert "studentUniqueId" in student_params
+                assert "limit" not in student_params
+                assert "offset" not in student_params
+                assert "totalCount" not in student_params
+
+        def it_returns_QueryParam_objects():
+            # Arrange
+            with patch('edfi_query_test.helpers.api_metadata.get_resource_metadata_response') as mock_metadata:
+                mock_metadata.return_value = FAKE_OPENAPI_METADATA
+                
+                # Act
+                result = get_query_params_by_resource(API_BASE_URL, verify_cert=False)
+                
+                # Assert
+                for resource_params in result.values():
+                    for param in resource_params:
+                        assert isinstance(param, QueryParam)
+                        assert param.name is not None
+                        assert len(param.name) > 0
\ No newline at end of file
diff --git a/src/edfi-query-test/tests/helpers/test_argparser.py b/src/edfi-query-test/tests/helpers/test_argparser.py
new file mode 100644
index 00000000..cce7e73f
--- /dev/null
+++ b/src/edfi-query-test/tests/helpers/test_argparser.py
@@ -0,0 +1,170 @@
+# SPDX-License-Identifier: Apache-2.0
+# Licensed to the Ed-Fi Alliance under one or more agreements.
+# The Ed-Fi Alliance licenses this file to you under the Apache License, Version 2.0.
+# See the LICENSE and NOTICES files in the project root for more information.
+
+import os
+from typing import List
+import sys
+
+import pytest
+
+from edfi_query_test.helpers.argparser import parse_main_arguments
+from edfi_query_test.helpers.main_arguments import MainArguments
+from edfi_query_test.helpers.output_format import OutputFormat
+from edfi_query_test.helpers.log_level import LogLevel
+
+
+BASEURL = "http://localhost:54746"
+KEY = "testkey"
+SECRET = "testsecret"
+
+
+def _baseUrl_args() -> List[str]:
+    return ["--baseUrl", BASEURL]
+
+
+def _key_args() -> List[str]:
+    return ["--key", KEY]
+
+
+def _secret_args() -> List[str]:
+    return ["--secret", SECRET]
+
+
+def _required_args() -> List[str]:
+    return _baseUrl_args() + _key_args() + _secret_args()
+
+
+def describe_parse_main_arguments():
+    def describe_given_required_arguments():
+        def it_sets_required_properties():
+            # Arrange
+            sys.argv = ["query_test"] + _required_args()
+            
+            # Act
+            result = parse_main_arguments()
+            
+            # Assert
+            assert result.baseUrl == BASEURL
+            assert result.key == KEY
+            assert result.secret == SECRET
+
+        def it_sets_default_values():
+            # Arrange  
+            sys.argv = ["query_test"] + _required_args()
+            
+            # Act
+            result = parse_main_arguments()
+            
+            # Assert
+            assert result.pageSize == 100
+            assert result.connectionLimit == 5
+            assert result.ignoreCertificateErrors is False
+            assert result.contentType == OutputFormat.CSV
+            assert result.log_level == LogLevel.INFO
+            assert result.resourceCount == 10
+            assert result.combinationsLimit == 50
+
+    def describe_given_optional_arguments():
+        def it_overrides_page_size():
+            # Arrange
+            sys.argv = ["query_test"] + _required_args() + ["--pageSize", "50"]
+            
+            # Act
+            result = parse_main_arguments()
+            
+            # Assert
+            assert result.pageSize == 50
+
+        def it_sets_ignore_certificate_errors():
+            # Arrange
+            sys.argv = ["query_test"] + _required_args() + ["--ignoreCertificateErrors"]
+            
+            # Act
+            result = parse_main_arguments()
+            
+            # Assert
+            assert result.ignoreCertificateErrors is True
+
+        def it_sets_connection_limit():
+            # Arrange
+            sys.argv = ["query_test"] + _required_args() + ["--connectionLimit", "10"]
+            
+            # Act
+            result = parse_main_arguments()
+            
+            # Assert
+            assert result.connectionLimit == 10
+
+        def it_sets_output_directory():
+            # Arrange
+            output_dir = "./test_output"
+            sys.argv = ["query_test"] + _required_args() + ["--output", output_dir]
+            
+            # Act
+            result = parse_main_arguments()
+            
+            # Assert
+            assert result.output == output_dir
+
+        def it_sets_content_type_json():
+            # Arrange
+            sys.argv = ["query_test"] + _required_args() + ["--contentType", "JSON"]
+            
+            # Act
+            result = parse_main_arguments()
+            
+            # Assert
+            assert result.contentType == OutputFormat.JSON
+
+        def it_sets_resource_list():
+            # Arrange
+            sys.argv = ["query_test"] + _required_args() + ["--resourceList", "Students", "Schools"]
+            
+            # Act
+            result = parse_main_arguments()
+            
+            # Assert
+            assert result.resourceList == ["Students", "Schools"]
+
+        def it_sets_log_level():
+            # Arrange
+            sys.argv = ["query_test"] + _required_args() + ["--logLevel", "DEBUG"]
+            
+            # Act
+            result = parse_main_arguments()
+            
+            # Assert
+            assert result.log_level == LogLevel.DEBUG
+
+        def it_sets_description():
+            # Arrange
+            description = "Custom test run"
+            sys.argv = ["query_test"] + _required_args() + ["--description", description]
+            
+            # Act
+            result = parse_main_arguments()
+            
+            # Assert
+            assert result.description == description
+            
+        def it_sets_resource_count():
+            # Arrange
+            sys.argv = ["query_test"] + _required_args() + ["--resourceCount", "20"]
+            
+            # Act
+            result = parse_main_arguments()
+            
+            # Assert
+            assert result.resourceCount == 20
+            
+        def it_sets_combinations_limit():
+            # Arrange
+            sys.argv = ["query_test"] + _required_args() + ["--combinationsLimit", "100"]
+            
+            # Act
+            result = parse_main_arguments()
+            
+            # Assert
+            assert result.combinationsLimit == 100
\ No newline at end of file
diff --git a/src/edfi-query-test/tests/helpers/test_query_param.py b/src/edfi-query-test/tests/helpers/test_query_param.py
new file mode 100644
index 00000000..8c5607d9
--- /dev/null
+++ b/src/edfi-query-test/tests/helpers/test_query_param.py
@@ -0,0 +1,65 @@
+# SPDX-License-Identifier: Apache-2.0
+# Licensed to the Ed-Fi Alliance under one or more agreements.
+# The Ed-Fi Alliance licenses this file to you under the Apache License, Version 2.0.
+# See the LICENSE and NOTICES files in the project root for more information.
+
+import pytest
+
+from edfi_query_test.helpers.query_param import QueryParam
+
+
+def describe_QueryParam_class():
+    def describe_when_constructing():
+        def it_sets_name_property():
+            # Arrange & Act
+            param = QueryParam(name="studentUniqueId")
+            
+            # Assert
+            assert param.name == "studentUniqueId"
+
+        def it_supports_descriptor_names():
+            # Arrange & Act  
+            param = QueryParam(name="gradingPeriodDescriptor")
+            
+            # Assert
+            assert param.name == "gradingPeriodDescriptor"
+
+        def it_supports_reference_names():
+            # Arrange & Act
+            param = QueryParam(name="schoolReference")
+            
+            # Assert
+            assert param.name == "schoolReference"
+
+    def describe_when_using_dataclass_features():
+        def it_supports_equality_comparison():
+            # Arrange
+            param1 = QueryParam(name="studentUniqueId")
+            param2 = QueryParam(name="studentUniqueId") 
+            param3 = QueryParam(name="schoolId")
+            
+            # Act & Assert
+            assert param1 == param2
+            assert param1 != param3
+
+        def it_supports_string_representation():
+            # Arrange
+            param = QueryParam(name="studentUniqueId")
+            
+            # Act
+            result = str(param)
+            
+            # Assert
+            assert "QueryParam" in result
+            assert "studentUniqueId" in result
+
+        def it_supports_hashing():
+            # Arrange
+            param1 = QueryParam(name="studentUniqueId")
+            param2 = QueryParam(name="schoolId")
+            
+            # Act - should not raise exception
+            param_set = {param1, param2}
+            
+            # Assert
+            assert len(param_set) == 2
\ No newline at end of file
diff --git a/src/edfi-query-test/tests/test_performance_tester.py b/src/edfi-query-test/tests/test_performance_tester.py
new file mode 100644
index 00000000..07e4734a
--- /dev/null
+++ b/src/edfi-query-test/tests/test_performance_tester.py
@@ -0,0 +1,255 @@
+# SPDX-License-Identifier: Apache-2.0
+# Licensed to the Ed-Fi Alliance under one or more agreements.
+# The Ed-Fi Alliance licenses this file to you under the Apache License, Version 2.0.
+# See the LICENSE and NOTICES files in the project root for more information.
+
+from typing import Dict, Any, List
+import pytest
+
+from edfi_query_test.performance_tester import (
+    find_resource_with_all_query_params,
+    flatten_resource,
+    get_query_params_combinations,
+    capitalize_first,
+    invalid_resources
+)
+from edfi_query_test.helpers.query_param import QueryParam
+
+
+def describe_capitalize_first():
+    def describe_when_given_various_strings():
+        def it_capitalizes_first_letter():
+            assert capitalize_first("hello") == "Hello"
+
+        def it_handles_single_character():
+            assert capitalize_first("a") == "A"
+
+        def it_preserves_rest_of_string():
+            assert capitalize_first("hELLO") == "HELLO"
+
+        def it_handles_already_capitalized():
+            assert capitalize_first("Hello") == "Hello"
+
+
+def describe_invalid_resources():
+    def describe_when_comparing_resource_lists():
+        def it_finds_missing_resources():
+            # Arrange
+            openapi_resources = ["students", "schools", "staff"]
+            resources_to_check = ["students", "schools", "teachers", "courses"]
+            
+            # Act
+            result = invalid_resources(openapi_resources, resources_to_check)
+            
+            # Assert
+            assert "teachers" in result
+            assert "courses" in result
+            assert "students" not in result
+            assert "schools" not in result
+
+        def it_returns_empty_when_all_found():
+            # Arrange
+            openapi_resources = ["students", "schools", "staff"]
+            resources_to_check = ["students", "schools"]
+            
+            # Act
+            result = invalid_resources(openapi_resources, resources_to_check)
+            
+            # Assert
+            assert result == []
+
+
+def describe_flatten_resource():
+    def describe_when_resource_has_nested_objects():
+        def it_flattens_reference_objects():
+            # Arrange
+            resource = {
+                "studentUniqueId": "123",
+                "schoolReference": {
+                    "schoolId": "456"
+                },
+                "simpleField": "value"
+            }
+            
+            # Act
+            result = flatten_resource(resource)
+            
+            # Assert
+            assert result["studentUniqueId"] == "123"
+            assert result["simpleField"] == "value"
+            assert result["schoolId"] == "456"  # Flattened from schoolReference
+            assert "schoolReference" not in result
+
+        def it_handles_non_reference_nested_objects():
+            # Arrange
+            resource = {
+                "studentUniqueId": "123",
+                "address": {
+                    "streetNumber": "100",
+                    "city": "Austin"
+                }
+            }
+            
+            # Act
+            result = flatten_resource(resource)
+            
+            # Assert
+            assert result["studentUniqueId"] == "123"
+            assert result["addressStreetNumber"] == "100"
+            assert result["addressCity"] == "Austin"
+            assert "address" not in result
+
+        def it_handles_resource_without_nested_objects():
+            # Arrange
+            resource = {
+                "studentUniqueId": "123",
+                "firstName": "John",
+                "lastName": "Doe"
+            }
+            
+            # Act
+            result = flatten_resource(resource)
+            
+            # Assert
+            assert result == resource
+
+        def it_handles_empty_resource():
+            # Act
+            result = flatten_resource({})
+            
+            # Assert
+            assert result == {}
+
+
+def describe_get_query_params_combinations():
+    def describe_when_given_query_parameters():
+        def it_generates_all_combinations_up_to_size_6():
+            # Arrange
+            params = [
+                QueryParam("param1"),
+                QueryParam("param2"),
+                QueryParam("param3")
+            ]
+            
+            # Act
+            result = get_query_params_combinations(params)
+            
+            # Assert
+            # Should have combinations of size 1, 2, and 3
+            # Size 1: 3 combinations
+            # Size 2: 3 combinations  
+            # Size 3: 1 combination
+            # Total: 7 combinations
+            assert len(result) == 7
+            
+            # Check that we have single param combinations
+            single_param_combos = [combo for combo in result if len(combo) == 1]
+            assert len(single_param_combos) == 3
+            
+            # Check that we have two param combinations
+            two_param_combos = [combo for combo in result if len(combo) == 2]
+            assert len(two_param_combos) == 3
+            
+            # Check that we have three param combination
+            three_param_combos = [combo for combo in result if len(combo) == 3]
+            assert len(three_param_combos) == 1
+
+        def it_handles_single_parameter():
+            # Arrange
+            params = [QueryParam("param1")]
+            
+            # Act
+            result = get_query_params_combinations(params)
+            
+            # Assert
+            assert len(result) == 1
+            assert len(result[0]) == 1
+            assert result[0][0].name == "param1"
+
+        def it_handles_empty_parameter_list():
+            # Act
+            result = get_query_params_combinations([])
+            
+            # Assert
+            assert result == []
+
+
+def describe_find_resource_with_all_query_params():
+    def describe_when_searching_for_matching_resources():
+        def it_finds_resources_with_all_params():
+            # Arrange
+            resources = [
+                {"studentUniqueId": "123", "schoolId": "456", "gradeLevel": "1"},
+                {"studentUniqueId": "124", "schoolId": None, "gradeLevel": "2"},  # Missing schoolId
+                {"studentUniqueId": "125", "schoolId": "457", "gradeLevel": "1"},
+                {"firstName": "John", "schoolId": "456"}  # Missing studentUniqueId
+            ]
+            query_params = (QueryParam("studentUniqueId"), QueryParam("schoolId"))
+            count = 10
+            
+            # Act
+            result = find_resource_with_all_query_params(resources, query_params, count)
+            
+            # Assert
+            assert len(result) == 2  # Only first and third resources match
+            assert result[0]["studentUniqueId"] == "123"
+            assert result[1]["studentUniqueId"] == "125"
+
+        def it_respects_count_limit():
+            # Arrange
+            resources = [
+                {"studentUniqueId": "123", "schoolId": "456"},
+                {"studentUniqueId": "124", "schoolId": "457"},
+                {"studentUniqueId": "125", "schoolId": "458"},
+            ]
+            query_params = (QueryParam("studentUniqueId"),)
+            count = 2
+            
+            # Act
+            result = find_resource_with_all_query_params(resources, query_params, count)
+            
+            # Assert
+            assert len(result) == 2
+
+        def it_handles_no_matching_resources():
+            # Arrange
+            resources = [
+                {"firstName": "John", "lastName": "Doe"},
+                {"address": "123 Main St", "city": "Austin"}
+            ]
+            query_params = (QueryParam("studentUniqueId"), QueryParam("schoolId"))
+            count = 10
+            
+            # Act
+            result = find_resource_with_all_query_params(resources, query_params, count)
+            
+            # Assert
+            assert result == []
+
+        def it_excludes_resources_with_null_values():
+            # Arrange
+            resources = [
+                {"studentUniqueId": "123", "schoolId": "456"},
+                {"studentUniqueId": None, "schoolId": "457"},  # Null studentUniqueId
+                {"studentUniqueId": "125", "schoolId": None}   # Null schoolId
+            ]
+            query_params = (QueryParam("studentUniqueId"), QueryParam("schoolId"))
+            count = 10
+            
+            # Act
+            result = find_resource_with_all_query_params(resources, query_params, count)
+            
+            # Assert
+            assert len(result) == 1
+            assert result[0]["studentUniqueId"] == "123"
+
+        def it_handles_empty_resource_list():
+            # Arrange
+            query_params = (QueryParam("studentUniqueId"),)
+            count = 10
+            
+            # Act
+            result = find_resource_with_all_query_params([], query_params, count)
+            
+            # Assert
+            assert result == []
\ No newline at end of file
diff --git a/src/perf-test-analysis/pyproject.toml b/src/perf-test-analysis/pyproject.toml
index 43176274..671d3884 100644
--- a/src/perf-test-analysis/pyproject.toml
+++ b/src/perf-test-analysis/pyproject.toml
@@ -16,13 +16,13 @@ tabulate = "^0.9.0"
 seaborn = "^0.12.1"
 scipy = "^1.10.1"
 pillow = "^10.0.1"
-urllib3 = "2.2.2"
+urllib3 = "^2.5.0"
 fonttools = "4.43.0"
 jinja2 = "3.1.3"
 jupyter-server = "2.11.2"
 numpy = "1.26.1"
 
-[tool.poetry.dev-dependencies]
+[tool.poetry.group.dev.dependencies]
 black = "^22.10.0"
 flake8 = "^5.0.4"
 mypy = "^0.982"