diff --git a/.github/workflows/main-publish.yml b/.github/workflows/main-publish.yml
index 92e8fe972..7d4e8a747 100644
--- a/.github/workflows/main-publish.yml
+++ b/.github/workflows/main-publish.yml
@@ -26,7 +26,7 @@ jobs:
       - uses: actions/checkout@v2
       - uses: actions/setup-python@v2
         with:
-          python-version: 3.8
+          python-version: 3.9
       - name: Install Python dependencies for publish
         run: python -m pip install dcicutils==7.5.0
       - name: Publish
diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index e55c0ded1..b305e7730 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -25,7 +25,7 @@ jobs:
     # Build matrix
     strategy:
       matrix:
-        python_version: [3.8, 3.11]
+        python_version: [3.9, 3.11, 3.12]
         test_type: ['UNIT', 'INDEXING']
 
     # Steps represent a sequence of tasks that will be executed as part of the job
diff --git a/.github/workflows/static-checks.yml b/.github/workflows/static-checks.yml
index c378043a1..e11b7f098 100644
--- a/.github/workflows/static-checks.yml
+++ b/.github/workflows/static-checks.yml
@@ -27,7 +27,7 @@ jobs:
       - uses: actions/checkout@v2
       - uses: actions/setup-python@v2
         with:
-          python-version: 3.8
+          python-version: 3.9
       - name: Python Package Setup
         run: |
           make build-for-ga
diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index 386ef54d8..d71cd8953 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -6,6 +6,23 @@ snovault
 Change Log
 ----------
 
+11.18.0
+=======
+
+* Dropped support for Python 3.8.
+* Updates related to Python 3.12.
+  - Had to update venusian (from 1.2.0) to 3.1.0.
+  - Had to update pyramid (from 1.10.4) to 1.10.8 (for imp import not found).
+    - Had to add pmdarima (no module pyramid.compat).
+    - Had to define/update numpy (to 1.26.4) for this as it was implicitly,
+      due to something else, using 1.24.4 which failed to build with Python 3.12.
+      - And had to update lower bound of Python (from 3.8.1) to 3.9 for this.
+  - Had to update dcicutils (from 8.11.0) to 8.13.0  (for pyramid update for imp import not found).
+* Minor change to dev_servers.py to facilitate running a local ElasticSearch proxy
+  to observe traffic (resquests/responses) between the portal and ElasticSearch
+  with a tool like mitmproxy or mitmweb; see comments in dev_server.py.
+
+
 11.17.0
 =======
 
diff --git a/poetry.lock b/poetry.lock
index 79b3a91f7..d13b75f29 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,10 +1,9 @@
-# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
 name = "appdirs"
 version = "1.4.4"
 description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -16,7 +15,6 @@ files = [
 name = "arrow"
 version = "1.3.0"
 description = "Better dates & times for Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -30,13 +28,12 @@ types-python-dateutil = ">=2.8.10"
 
 [package.extras]
 doc = ["doc8", "sphinx (>=7.0.0)", "sphinx-autobuild", "sphinx-autodoc-typehints", "sphinx_rtd_theme (>=1.3.0)"]
-test = ["dateparser (>=1.0.0,<2.0.0)", "pre-commit", "pytest", "pytest-cov", "pytest-mock", "pytz (==2021.1)", "simplejson (>=3.0.0,<4.0.0)"]
+test = ["dateparser (==1.*)", "pre-commit", "pytest", "pytest-cov", "pytest-mock", "pytz (==2021.1)", "simplejson (==3.*)"]
 
 [[package]]
 name = "async-timeout"
 version = "4.0.3"
 description = "Timeout context manager for asyncio programs"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -48,7 +45,6 @@ files = [
 name = "attrs"
 version = "23.2.0"
 description = "Classes Without Boilerplate"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -68,7 +64,6 @@ tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "p
 name = "aws-requests-auth"
 version = "0.4.3"
 description = "AWS signature version 4 signing process for the python requests module"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -83,7 +78,6 @@ requests = ">=0.14.0"
 name = "beautifulsoup4"
 version = "4.12.3"
 description = "Screen-scraping library"
-category = "main"
 optional = false
 python-versions = ">=3.6.0"
 files = [
@@ -103,18 +97,17 @@ lxml = ["lxml"]
 
 [[package]]
 name = "boto3"
-version = "1.34.124"
+version = "1.34.136"
 description = "The AWS SDK for Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "boto3-1.34.124-py3-none-any.whl", hash = "sha256:549d9735bbb7cf8e1a2f4b3b676be32946717c59f33c47234586835dc904d04e"},
-    {file = "boto3-1.34.124.tar.gz", hash = "sha256:a91ee58fa54b170f17b2e144f038e155f92cf515f1c073ac2595e9ee45f125a8"},
+    {file = "boto3-1.34.136-py3-none-any.whl", hash = "sha256:d41037e2c680ab8d6c61a0a4ee6bf1fdd9e857f43996672830a95d62d6f6fa79"},
+    {file = "boto3-1.34.136.tar.gz", hash = "sha256:0314e6598f59ee0f34eb4e6d1a0f69fa65c146d2b88a6e837a527a9956ec2731"},
 ]
 
 [package.dependencies]
-botocore = ">=1.34.124,<1.35.0"
+botocore = ">=1.34.136,<1.35.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -123,14 +116,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "boto3-stubs"
-version = "1.34.124"
-description = "Type annotations for boto3 1.34.124 generated with mypy-boto3-builder 7.24.0"
-category = "dev"
+version = "1.34.136"
+description = "Type annotations for boto3 1.34.136 generated with mypy-boto3-builder 7.24.0"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "boto3_stubs-1.34.124-py3-none-any.whl", hash = "sha256:6dbb4a3b86e62ae018a72e1600454d9448534e61990fef357dbac4d9d368fb0a"},
-    {file = "boto3_stubs-1.34.124.tar.gz", hash = "sha256:5fed3dd80b44e88fe4e8c2f216205518944636dcbcbd2806d04e0d19537af16b"},
+    {file = "boto3_stubs-1.34.136-py3-none-any.whl", hash = "sha256:5826c22c10fc9032376bbee436d1b23b111e5fb1f13c75ecde8727151191f057"},
+    {file = "boto3_stubs-1.34.136.tar.gz", hash = "sha256:ecbce782ae19037d1f26673cfc30358493c9658ea0af06dd58a999be963ab275"},
 ]
 
 [package.dependencies]
@@ -143,7 +135,7 @@ accessanalyzer = ["mypy-boto3-accessanalyzer (>=1.34.0,<1.35.0)"]
 account = ["mypy-boto3-account (>=1.34.0,<1.35.0)"]
 acm = ["mypy-boto3-acm (>=1.34.0,<1.35.0)"]
 acm-pca = ["mypy-boto3-acm-pca (>=1.34.0,<1.35.0)"]
-all = ["mypy-boto3-accessanalyzer (>=1.34.0,<1.35.0)", "mypy-boto3-account (>=1.34.0,<1.35.0)", "mypy-boto3-acm (>=1.34.0,<1.35.0)", "mypy-boto3-acm-pca (>=1.34.0,<1.35.0)", "mypy-boto3-amp (>=1.34.0,<1.35.0)", "mypy-boto3-amplify (>=1.34.0,<1.35.0)", "mypy-boto3-amplifybackend (>=1.34.0,<1.35.0)", "mypy-boto3-amplifyuibuilder (>=1.34.0,<1.35.0)", "mypy-boto3-apigateway (>=1.34.0,<1.35.0)", "mypy-boto3-apigatewaymanagementapi (>=1.34.0,<1.35.0)", "mypy-boto3-apigatewayv2 (>=1.34.0,<1.35.0)", "mypy-boto3-appconfig (>=1.34.0,<1.35.0)", "mypy-boto3-appconfigdata (>=1.34.0,<1.35.0)", "mypy-boto3-appfabric (>=1.34.0,<1.35.0)", "mypy-boto3-appflow (>=1.34.0,<1.35.0)", "mypy-boto3-appintegrations (>=1.34.0,<1.35.0)", "mypy-boto3-application-autoscaling (>=1.34.0,<1.35.0)", "mypy-boto3-application-insights (>=1.34.0,<1.35.0)", "mypy-boto3-application-signals (>=1.34.0,<1.35.0)", "mypy-boto3-applicationcostprofiler (>=1.34.0,<1.35.0)", "mypy-boto3-appmesh (>=1.34.0,<1.35.0)", "mypy-boto3-apprunner (>=1.34.0,<1.35.0)", "mypy-boto3-appstream (>=1.34.0,<1.35.0)", "mypy-boto3-appsync (>=1.34.0,<1.35.0)", "mypy-boto3-arc-zonal-shift (>=1.34.0,<1.35.0)", "mypy-boto3-artifact (>=1.34.0,<1.35.0)", "mypy-boto3-athena (>=1.34.0,<1.35.0)", "mypy-boto3-auditmanager (>=1.34.0,<1.35.0)", "mypy-boto3-autoscaling (>=1.34.0,<1.35.0)", "mypy-boto3-autoscaling-plans (>=1.34.0,<1.35.0)", "mypy-boto3-b2bi (>=1.34.0,<1.35.0)", "mypy-boto3-backup (>=1.34.0,<1.35.0)", "mypy-boto3-backup-gateway (>=1.34.0,<1.35.0)", "mypy-boto3-backupstorage (>=1.34.0,<1.35.0)", "mypy-boto3-batch (>=1.34.0,<1.35.0)", "mypy-boto3-bcm-data-exports (>=1.34.0,<1.35.0)", "mypy-boto3-bedrock (>=1.34.0,<1.35.0)", "mypy-boto3-bedrock-agent (>=1.34.0,<1.35.0)", "mypy-boto3-bedrock-agent-runtime (>=1.34.0,<1.35.0)", "mypy-boto3-bedrock-runtime (>=1.34.0,<1.35.0)", "mypy-boto3-billingconductor (>=1.34.0,<1.35.0)", "mypy-boto3-braket (>=1.34.0,<1.35.0)", "mypy-boto3-budgets (>=1.34.0,<1.35.0)", "mypy-boto3-ce (>=1.34.0,<1.35.0)", "mypy-boto3-chatbot (>=1.34.0,<1.35.0)", "mypy-boto3-chime (>=1.34.0,<1.35.0)", "mypy-boto3-chime-sdk-identity (>=1.34.0,<1.35.0)", "mypy-boto3-chime-sdk-media-pipelines (>=1.34.0,<1.35.0)", "mypy-boto3-chime-sdk-meetings (>=1.34.0,<1.35.0)", "mypy-boto3-chime-sdk-messaging (>=1.34.0,<1.35.0)", "mypy-boto3-chime-sdk-voice (>=1.34.0,<1.35.0)", "mypy-boto3-cleanrooms (>=1.34.0,<1.35.0)", "mypy-boto3-cleanroomsml (>=1.34.0,<1.35.0)", "mypy-boto3-cloud9 (>=1.34.0,<1.35.0)", "mypy-boto3-cloudcontrol (>=1.34.0,<1.35.0)", "mypy-boto3-clouddirectory (>=1.34.0,<1.35.0)", "mypy-boto3-cloudformation (>=1.34.0,<1.35.0)", "mypy-boto3-cloudfront (>=1.34.0,<1.35.0)", "mypy-boto3-cloudfront-keyvaluestore (>=1.34.0,<1.35.0)", "mypy-boto3-cloudhsm (>=1.34.0,<1.35.0)", "mypy-boto3-cloudhsmv2 (>=1.34.0,<1.35.0)", "mypy-boto3-cloudsearch (>=1.34.0,<1.35.0)", "mypy-boto3-cloudsearchdomain (>=1.34.0,<1.35.0)", "mypy-boto3-cloudtrail (>=1.34.0,<1.35.0)", "mypy-boto3-cloudtrail-data (>=1.34.0,<1.35.0)", "mypy-boto3-cloudwatch (>=1.34.0,<1.35.0)", "mypy-boto3-codeartifact (>=1.34.0,<1.35.0)", "mypy-boto3-codebuild (>=1.34.0,<1.35.0)", "mypy-boto3-codecatalyst (>=1.34.0,<1.35.0)", "mypy-boto3-codecommit (>=1.34.0,<1.35.0)", "mypy-boto3-codeconnections (>=1.34.0,<1.35.0)", "mypy-boto3-codedeploy (>=1.34.0,<1.35.0)", "mypy-boto3-codeguru-reviewer (>=1.34.0,<1.35.0)", "mypy-boto3-codeguru-security (>=1.34.0,<1.35.0)", "mypy-boto3-codeguruprofiler (>=1.34.0,<1.35.0)", "mypy-boto3-codepipeline (>=1.34.0,<1.35.0)", "mypy-boto3-codestar (>=1.34.0,<1.35.0)", "mypy-boto3-codestar-connections (>=1.34.0,<1.35.0)", "mypy-boto3-codestar-notifications (>=1.34.0,<1.35.0)", "mypy-boto3-cognito-identity (>=1.34.0,<1.35.0)", "mypy-boto3-cognito-idp (>=1.34.0,<1.35.0)", "mypy-boto3-cognito-sync (>=1.34.0,<1.35.0)", "mypy-boto3-comprehend (>=1.34.0,<1.35.0)", "mypy-boto3-comprehendmedical (>=1.34.0,<1.35.0)", "mypy-boto3-compute-optimizer (>=1.34.0,<1.35.0)", "mypy-boto3-config (>=1.34.0,<1.35.0)", "mypy-boto3-connect (>=1.34.0,<1.35.0)", "mypy-boto3-connect-contact-lens (>=1.34.0,<1.35.0)", "mypy-boto3-connectcampaigns (>=1.34.0,<1.35.0)", "mypy-boto3-connectcases (>=1.34.0,<1.35.0)", "mypy-boto3-connectparticipant (>=1.34.0,<1.35.0)", "mypy-boto3-controlcatalog (>=1.34.0,<1.35.0)", "mypy-boto3-controltower (>=1.34.0,<1.35.0)", "mypy-boto3-cost-optimization-hub (>=1.34.0,<1.35.0)", "mypy-boto3-cur (>=1.34.0,<1.35.0)", "mypy-boto3-customer-profiles (>=1.34.0,<1.35.0)", "mypy-boto3-databrew (>=1.34.0,<1.35.0)", "mypy-boto3-dataexchange (>=1.34.0,<1.35.0)", "mypy-boto3-datapipeline (>=1.34.0,<1.35.0)", "mypy-boto3-datasync (>=1.34.0,<1.35.0)", "mypy-boto3-datazone (>=1.34.0,<1.35.0)", "mypy-boto3-dax (>=1.34.0,<1.35.0)", "mypy-boto3-deadline (>=1.34.0,<1.35.0)", "mypy-boto3-detective (>=1.34.0,<1.35.0)", "mypy-boto3-devicefarm (>=1.34.0,<1.35.0)", "mypy-boto3-devops-guru (>=1.34.0,<1.35.0)", "mypy-boto3-directconnect (>=1.34.0,<1.35.0)", "mypy-boto3-discovery (>=1.34.0,<1.35.0)", "mypy-boto3-dlm (>=1.34.0,<1.35.0)", "mypy-boto3-dms (>=1.34.0,<1.35.0)", "mypy-boto3-docdb (>=1.34.0,<1.35.0)", "mypy-boto3-docdb-elastic (>=1.34.0,<1.35.0)", "mypy-boto3-drs (>=1.34.0,<1.35.0)", "mypy-boto3-ds (>=1.34.0,<1.35.0)", "mypy-boto3-dynamodb (>=1.34.0,<1.35.0)", "mypy-boto3-dynamodbstreams (>=1.34.0,<1.35.0)", "mypy-boto3-ebs (>=1.34.0,<1.35.0)", "mypy-boto3-ec2 (>=1.34.0,<1.35.0)", "mypy-boto3-ec2-instance-connect (>=1.34.0,<1.35.0)", "mypy-boto3-ecr (>=1.34.0,<1.35.0)", "mypy-boto3-ecr-public (>=1.34.0,<1.35.0)", "mypy-boto3-ecs (>=1.34.0,<1.35.0)", "mypy-boto3-efs (>=1.34.0,<1.35.0)", "mypy-boto3-eks (>=1.34.0,<1.35.0)", "mypy-boto3-eks-auth (>=1.34.0,<1.35.0)", "mypy-boto3-elastic-inference (>=1.34.0,<1.35.0)", "mypy-boto3-elasticache (>=1.34.0,<1.35.0)", "mypy-boto3-elasticbeanstalk (>=1.34.0,<1.35.0)", "mypy-boto3-elastictranscoder (>=1.34.0,<1.35.0)", "mypy-boto3-elb (>=1.34.0,<1.35.0)", "mypy-boto3-elbv2 (>=1.34.0,<1.35.0)", "mypy-boto3-emr (>=1.34.0,<1.35.0)", "mypy-boto3-emr-containers (>=1.34.0,<1.35.0)", "mypy-boto3-emr-serverless (>=1.34.0,<1.35.0)", "mypy-boto3-entityresolution (>=1.34.0,<1.35.0)", "mypy-boto3-es (>=1.34.0,<1.35.0)", "mypy-boto3-events (>=1.34.0,<1.35.0)", "mypy-boto3-evidently (>=1.34.0,<1.35.0)", "mypy-boto3-finspace (>=1.34.0,<1.35.0)", "mypy-boto3-finspace-data (>=1.34.0,<1.35.0)", "mypy-boto3-firehose (>=1.34.0,<1.35.0)", "mypy-boto3-fis (>=1.34.0,<1.35.0)", "mypy-boto3-fms (>=1.34.0,<1.35.0)", "mypy-boto3-forecast (>=1.34.0,<1.35.0)", "mypy-boto3-forecastquery (>=1.34.0,<1.35.0)", "mypy-boto3-frauddetector (>=1.34.0,<1.35.0)", "mypy-boto3-freetier (>=1.34.0,<1.35.0)", "mypy-boto3-fsx (>=1.34.0,<1.35.0)", "mypy-boto3-gamelift (>=1.34.0,<1.35.0)", "mypy-boto3-glacier (>=1.34.0,<1.35.0)", "mypy-boto3-globalaccelerator (>=1.34.0,<1.35.0)", "mypy-boto3-glue (>=1.34.0,<1.35.0)", "mypy-boto3-grafana (>=1.34.0,<1.35.0)", "mypy-boto3-greengrass (>=1.34.0,<1.35.0)", "mypy-boto3-greengrassv2 (>=1.34.0,<1.35.0)", "mypy-boto3-groundstation (>=1.34.0,<1.35.0)", "mypy-boto3-guardduty (>=1.34.0,<1.35.0)", "mypy-boto3-health (>=1.34.0,<1.35.0)", "mypy-boto3-healthlake (>=1.34.0,<1.35.0)", "mypy-boto3-iam (>=1.34.0,<1.35.0)", "mypy-boto3-identitystore (>=1.34.0,<1.35.0)", "mypy-boto3-imagebuilder (>=1.34.0,<1.35.0)", "mypy-boto3-importexport (>=1.34.0,<1.35.0)", "mypy-boto3-inspector (>=1.34.0,<1.35.0)", "mypy-boto3-inspector-scan (>=1.34.0,<1.35.0)", "mypy-boto3-inspector2 (>=1.34.0,<1.35.0)", "mypy-boto3-internetmonitor (>=1.34.0,<1.35.0)", "mypy-boto3-iot (>=1.34.0,<1.35.0)", "mypy-boto3-iot-data (>=1.34.0,<1.35.0)", "mypy-boto3-iot-jobs-data (>=1.34.0,<1.35.0)", "mypy-boto3-iot1click-devices (>=1.34.0,<1.35.0)", "mypy-boto3-iot1click-projects (>=1.34.0,<1.35.0)", "mypy-boto3-iotanalytics (>=1.34.0,<1.35.0)", "mypy-boto3-iotdeviceadvisor (>=1.34.0,<1.35.0)", "mypy-boto3-iotevents (>=1.34.0,<1.35.0)", "mypy-boto3-iotevents-data (>=1.34.0,<1.35.0)", "mypy-boto3-iotfleethub (>=1.34.0,<1.35.0)", "mypy-boto3-iotfleetwise (>=1.34.0,<1.35.0)", "mypy-boto3-iotsecuretunneling (>=1.34.0,<1.35.0)", "mypy-boto3-iotsitewise (>=1.34.0,<1.35.0)", "mypy-boto3-iotthingsgraph (>=1.34.0,<1.35.0)", "mypy-boto3-iottwinmaker (>=1.34.0,<1.35.0)", "mypy-boto3-iotwireless (>=1.34.0,<1.35.0)", "mypy-boto3-ivs (>=1.34.0,<1.35.0)", "mypy-boto3-ivs-realtime (>=1.34.0,<1.35.0)", "mypy-boto3-ivschat (>=1.34.0,<1.35.0)", "mypy-boto3-kafka (>=1.34.0,<1.35.0)", "mypy-boto3-kafkaconnect (>=1.34.0,<1.35.0)", "mypy-boto3-kendra (>=1.34.0,<1.35.0)", "mypy-boto3-kendra-ranking (>=1.34.0,<1.35.0)", "mypy-boto3-keyspaces (>=1.34.0,<1.35.0)", "mypy-boto3-kinesis (>=1.34.0,<1.35.0)", "mypy-boto3-kinesis-video-archived-media (>=1.34.0,<1.35.0)", "mypy-boto3-kinesis-video-media (>=1.34.0,<1.35.0)", "mypy-boto3-kinesis-video-signaling (>=1.34.0,<1.35.0)", "mypy-boto3-kinesis-video-webrtc-storage (>=1.34.0,<1.35.0)", "mypy-boto3-kinesisanalytics (>=1.34.0,<1.35.0)", "mypy-boto3-kinesisanalyticsv2 (>=1.34.0,<1.35.0)", "mypy-boto3-kinesisvideo (>=1.34.0,<1.35.0)", "mypy-boto3-kms (>=1.34.0,<1.35.0)", "mypy-boto3-lakeformation (>=1.34.0,<1.35.0)", "mypy-boto3-lambda (>=1.34.0,<1.35.0)", "mypy-boto3-launch-wizard (>=1.34.0,<1.35.0)", "mypy-boto3-lex-models (>=1.34.0,<1.35.0)", "mypy-boto3-lex-runtime (>=1.34.0,<1.35.0)", "mypy-boto3-lexv2-models (>=1.34.0,<1.35.0)", "mypy-boto3-lexv2-runtime (>=1.34.0,<1.35.0)", "mypy-boto3-license-manager (>=1.34.0,<1.35.0)", "mypy-boto3-license-manager-linux-subscriptions (>=1.34.0,<1.35.0)", "mypy-boto3-license-manager-user-subscriptions (>=1.34.0,<1.35.0)", "mypy-boto3-lightsail (>=1.34.0,<1.35.0)", "mypy-boto3-location (>=1.34.0,<1.35.0)", "mypy-boto3-logs (>=1.34.0,<1.35.0)", "mypy-boto3-lookoutequipment (>=1.34.0,<1.35.0)", "mypy-boto3-lookoutmetrics (>=1.34.0,<1.35.0)", "mypy-boto3-lookoutvision (>=1.34.0,<1.35.0)", "mypy-boto3-m2 (>=1.34.0,<1.35.0)", "mypy-boto3-machinelearning (>=1.34.0,<1.35.0)", "mypy-boto3-macie2 (>=1.34.0,<1.35.0)", "mypy-boto3-mailmanager (>=1.34.0,<1.35.0)", "mypy-boto3-managedblockchain (>=1.34.0,<1.35.0)", "mypy-boto3-managedblockchain-query (>=1.34.0,<1.35.0)", "mypy-boto3-marketplace-agreement (>=1.34.0,<1.35.0)", "mypy-boto3-marketplace-catalog (>=1.34.0,<1.35.0)", "mypy-boto3-marketplace-deployment (>=1.34.0,<1.35.0)", "mypy-boto3-marketplace-entitlement (>=1.34.0,<1.35.0)", "mypy-boto3-marketplacecommerceanalytics (>=1.34.0,<1.35.0)", "mypy-boto3-mediaconnect (>=1.34.0,<1.35.0)", "mypy-boto3-mediaconvert (>=1.34.0,<1.35.0)", "mypy-boto3-medialive (>=1.34.0,<1.35.0)", "mypy-boto3-mediapackage (>=1.34.0,<1.35.0)", "mypy-boto3-mediapackage-vod (>=1.34.0,<1.35.0)", "mypy-boto3-mediapackagev2 (>=1.34.0,<1.35.0)", "mypy-boto3-mediastore (>=1.34.0,<1.35.0)", "mypy-boto3-mediastore-data (>=1.34.0,<1.35.0)", "mypy-boto3-mediatailor (>=1.34.0,<1.35.0)", "mypy-boto3-medical-imaging (>=1.34.0,<1.35.0)", "mypy-boto3-memorydb (>=1.34.0,<1.35.0)", "mypy-boto3-meteringmarketplace (>=1.34.0,<1.35.0)", "mypy-boto3-mgh (>=1.34.0,<1.35.0)", "mypy-boto3-mgn (>=1.34.0,<1.35.0)", "mypy-boto3-migration-hub-refactor-spaces (>=1.34.0,<1.35.0)", "mypy-boto3-migrationhub-config (>=1.34.0,<1.35.0)", "mypy-boto3-migrationhuborchestrator (>=1.34.0,<1.35.0)", "mypy-boto3-migrationhubstrategy (>=1.34.0,<1.35.0)", "mypy-boto3-mobile (>=1.34.0,<1.35.0)", "mypy-boto3-mq (>=1.34.0,<1.35.0)", "mypy-boto3-mturk (>=1.34.0,<1.35.0)", "mypy-boto3-mwaa (>=1.34.0,<1.35.0)", "mypy-boto3-neptune (>=1.34.0,<1.35.0)", "mypy-boto3-neptune-graph (>=1.34.0,<1.35.0)", "mypy-boto3-neptunedata (>=1.34.0,<1.35.0)", "mypy-boto3-network-firewall (>=1.34.0,<1.35.0)", "mypy-boto3-networkmanager (>=1.34.0,<1.35.0)", "mypy-boto3-networkmonitor (>=1.34.0,<1.35.0)", "mypy-boto3-nimble (>=1.34.0,<1.35.0)", "mypy-boto3-oam (>=1.34.0,<1.35.0)", "mypy-boto3-omics (>=1.34.0,<1.35.0)", "mypy-boto3-opensearch (>=1.34.0,<1.35.0)", "mypy-boto3-opensearchserverless (>=1.34.0,<1.35.0)", "mypy-boto3-opsworks (>=1.34.0,<1.35.0)", "mypy-boto3-opsworkscm (>=1.34.0,<1.35.0)", "mypy-boto3-organizations (>=1.34.0,<1.35.0)", "mypy-boto3-osis (>=1.34.0,<1.35.0)", "mypy-boto3-outposts (>=1.34.0,<1.35.0)", "mypy-boto3-panorama (>=1.34.0,<1.35.0)", "mypy-boto3-payment-cryptography (>=1.34.0,<1.35.0)", "mypy-boto3-payment-cryptography-data (>=1.34.0,<1.35.0)", "mypy-boto3-pca-connector-ad (>=1.34.0,<1.35.0)", "mypy-boto3-pca-connector-scep (>=1.34.0,<1.35.0)", "mypy-boto3-personalize (>=1.34.0,<1.35.0)", "mypy-boto3-personalize-events (>=1.34.0,<1.35.0)", "mypy-boto3-personalize-runtime (>=1.34.0,<1.35.0)", "mypy-boto3-pi (>=1.34.0,<1.35.0)", "mypy-boto3-pinpoint (>=1.34.0,<1.35.0)", "mypy-boto3-pinpoint-email (>=1.34.0,<1.35.0)", "mypy-boto3-pinpoint-sms-voice (>=1.34.0,<1.35.0)", "mypy-boto3-pinpoint-sms-voice-v2 (>=1.34.0,<1.35.0)", "mypy-boto3-pipes (>=1.34.0,<1.35.0)", "mypy-boto3-polly (>=1.34.0,<1.35.0)", "mypy-boto3-pricing (>=1.34.0,<1.35.0)", "mypy-boto3-privatenetworks (>=1.34.0,<1.35.0)", "mypy-boto3-proton (>=1.34.0,<1.35.0)", "mypy-boto3-qbusiness (>=1.34.0,<1.35.0)", "mypy-boto3-qconnect (>=1.34.0,<1.35.0)", "mypy-boto3-qldb (>=1.34.0,<1.35.0)", "mypy-boto3-qldb-session (>=1.34.0,<1.35.0)", "mypy-boto3-quicksight (>=1.34.0,<1.35.0)", "mypy-boto3-ram (>=1.34.0,<1.35.0)", "mypy-boto3-rbin (>=1.34.0,<1.35.0)", "mypy-boto3-rds (>=1.34.0,<1.35.0)", "mypy-boto3-rds-data (>=1.34.0,<1.35.0)", "mypy-boto3-redshift (>=1.34.0,<1.35.0)", "mypy-boto3-redshift-data (>=1.34.0,<1.35.0)", "mypy-boto3-redshift-serverless (>=1.34.0,<1.35.0)", "mypy-boto3-rekognition (>=1.34.0,<1.35.0)", "mypy-boto3-repostspace (>=1.34.0,<1.35.0)", "mypy-boto3-resiliencehub (>=1.34.0,<1.35.0)", "mypy-boto3-resource-explorer-2 (>=1.34.0,<1.35.0)", "mypy-boto3-resource-groups (>=1.34.0,<1.35.0)", "mypy-boto3-resourcegroupstaggingapi (>=1.34.0,<1.35.0)", "mypy-boto3-robomaker (>=1.34.0,<1.35.0)", "mypy-boto3-rolesanywhere (>=1.34.0,<1.35.0)", "mypy-boto3-route53 (>=1.34.0,<1.35.0)", "mypy-boto3-route53-recovery-cluster (>=1.34.0,<1.35.0)", "mypy-boto3-route53-recovery-control-config (>=1.34.0,<1.35.0)", "mypy-boto3-route53-recovery-readiness (>=1.34.0,<1.35.0)", "mypy-boto3-route53domains (>=1.34.0,<1.35.0)", "mypy-boto3-route53profiles (>=1.34.0,<1.35.0)", "mypy-boto3-route53resolver (>=1.34.0,<1.35.0)", "mypy-boto3-rum (>=1.34.0,<1.35.0)", "mypy-boto3-s3 (>=1.34.0,<1.35.0)", "mypy-boto3-s3control (>=1.34.0,<1.35.0)", "mypy-boto3-s3outposts (>=1.34.0,<1.35.0)", "mypy-boto3-sagemaker (>=1.34.0,<1.35.0)", "mypy-boto3-sagemaker-a2i-runtime (>=1.34.0,<1.35.0)", "mypy-boto3-sagemaker-edge (>=1.34.0,<1.35.0)", "mypy-boto3-sagemaker-featurestore-runtime (>=1.34.0,<1.35.0)", "mypy-boto3-sagemaker-geospatial (>=1.34.0,<1.35.0)", "mypy-boto3-sagemaker-metrics (>=1.34.0,<1.35.0)", "mypy-boto3-sagemaker-runtime (>=1.34.0,<1.35.0)", "mypy-boto3-savingsplans (>=1.34.0,<1.35.0)", "mypy-boto3-scheduler (>=1.34.0,<1.35.0)", "mypy-boto3-schemas (>=1.34.0,<1.35.0)", "mypy-boto3-sdb (>=1.34.0,<1.35.0)", "mypy-boto3-secretsmanager (>=1.34.0,<1.35.0)", "mypy-boto3-securityhub (>=1.34.0,<1.35.0)", "mypy-boto3-securitylake (>=1.34.0,<1.35.0)", "mypy-boto3-serverlessrepo (>=1.34.0,<1.35.0)", "mypy-boto3-service-quotas (>=1.34.0,<1.35.0)", "mypy-boto3-servicecatalog (>=1.34.0,<1.35.0)", "mypy-boto3-servicecatalog-appregistry (>=1.34.0,<1.35.0)", "mypy-boto3-servicediscovery (>=1.34.0,<1.35.0)", "mypy-boto3-ses (>=1.34.0,<1.35.0)", "mypy-boto3-sesv2 (>=1.34.0,<1.35.0)", "mypy-boto3-shield (>=1.34.0,<1.35.0)", "mypy-boto3-signer (>=1.34.0,<1.35.0)", "mypy-boto3-simspaceweaver (>=1.34.0,<1.35.0)", "mypy-boto3-sms (>=1.34.0,<1.35.0)", "mypy-boto3-sms-voice (>=1.34.0,<1.35.0)", "mypy-boto3-snow-device-management (>=1.34.0,<1.35.0)", "mypy-boto3-snowball (>=1.34.0,<1.35.0)", "mypy-boto3-sns (>=1.34.0,<1.35.0)", "mypy-boto3-sqs (>=1.34.0,<1.35.0)", "mypy-boto3-ssm (>=1.34.0,<1.35.0)", "mypy-boto3-ssm-contacts (>=1.34.0,<1.35.0)", "mypy-boto3-ssm-incidents (>=1.34.0,<1.35.0)", "mypy-boto3-ssm-sap (>=1.34.0,<1.35.0)", "mypy-boto3-sso (>=1.34.0,<1.35.0)", "mypy-boto3-sso-admin (>=1.34.0,<1.35.0)", "mypy-boto3-sso-oidc (>=1.34.0,<1.35.0)", "mypy-boto3-stepfunctions (>=1.34.0,<1.35.0)", "mypy-boto3-storagegateway (>=1.34.0,<1.35.0)", "mypy-boto3-sts (>=1.34.0,<1.35.0)", "mypy-boto3-supplychain (>=1.34.0,<1.35.0)", "mypy-boto3-support (>=1.34.0,<1.35.0)", "mypy-boto3-support-app (>=1.34.0,<1.35.0)", "mypy-boto3-swf (>=1.34.0,<1.35.0)", "mypy-boto3-synthetics (>=1.34.0,<1.35.0)", "mypy-boto3-taxsettings (>=1.34.0,<1.35.0)", "mypy-boto3-textract (>=1.34.0,<1.35.0)", "mypy-boto3-timestream-influxdb (>=1.34.0,<1.35.0)", "mypy-boto3-timestream-query (>=1.34.0,<1.35.0)", "mypy-boto3-timestream-write (>=1.34.0,<1.35.0)", "mypy-boto3-tnb (>=1.34.0,<1.35.0)", "mypy-boto3-transcribe (>=1.34.0,<1.35.0)", "mypy-boto3-transfer (>=1.34.0,<1.35.0)", "mypy-boto3-translate (>=1.34.0,<1.35.0)", "mypy-boto3-trustedadvisor (>=1.34.0,<1.35.0)", "mypy-boto3-verifiedpermissions (>=1.34.0,<1.35.0)", "mypy-boto3-voice-id (>=1.34.0,<1.35.0)", "mypy-boto3-vpc-lattice (>=1.34.0,<1.35.0)", "mypy-boto3-waf (>=1.34.0,<1.35.0)", "mypy-boto3-waf-regional (>=1.34.0,<1.35.0)", "mypy-boto3-wafv2 (>=1.34.0,<1.35.0)", "mypy-boto3-wellarchitected (>=1.34.0,<1.35.0)", "mypy-boto3-wisdom (>=1.34.0,<1.35.0)", "mypy-boto3-workdocs (>=1.34.0,<1.35.0)", "mypy-boto3-worklink (>=1.34.0,<1.35.0)", "mypy-boto3-workmail (>=1.34.0,<1.35.0)", "mypy-boto3-workmailmessageflow (>=1.34.0,<1.35.0)", "mypy-boto3-workspaces (>=1.34.0,<1.35.0)", "mypy-boto3-workspaces-thin-client (>=1.34.0,<1.35.0)", "mypy-boto3-workspaces-web (>=1.34.0,<1.35.0)", "mypy-boto3-xray (>=1.34.0,<1.35.0)"]
+all = ["mypy-boto3-accessanalyzer (>=1.34.0,<1.35.0)", "mypy-boto3-account (>=1.34.0,<1.35.0)", "mypy-boto3-acm (>=1.34.0,<1.35.0)", "mypy-boto3-acm-pca (>=1.34.0,<1.35.0)", "mypy-boto3-amp (>=1.34.0,<1.35.0)", "mypy-boto3-amplify (>=1.34.0,<1.35.0)", "mypy-boto3-amplifybackend (>=1.34.0,<1.35.0)", "mypy-boto3-amplifyuibuilder (>=1.34.0,<1.35.0)", "mypy-boto3-apigateway (>=1.34.0,<1.35.0)", "mypy-boto3-apigatewaymanagementapi (>=1.34.0,<1.35.0)", "mypy-boto3-apigatewayv2 (>=1.34.0,<1.35.0)", "mypy-boto3-appconfig (>=1.34.0,<1.35.0)", "mypy-boto3-appconfigdata (>=1.34.0,<1.35.0)", "mypy-boto3-appfabric (>=1.34.0,<1.35.0)", "mypy-boto3-appflow (>=1.34.0,<1.35.0)", "mypy-boto3-appintegrations (>=1.34.0,<1.35.0)", "mypy-boto3-application-autoscaling (>=1.34.0,<1.35.0)", "mypy-boto3-application-insights (>=1.34.0,<1.35.0)", "mypy-boto3-application-signals (>=1.34.0,<1.35.0)", "mypy-boto3-applicationcostprofiler (>=1.34.0,<1.35.0)", "mypy-boto3-appmesh (>=1.34.0,<1.35.0)", "mypy-boto3-apprunner (>=1.34.0,<1.35.0)", "mypy-boto3-appstream (>=1.34.0,<1.35.0)", "mypy-boto3-appsync (>=1.34.0,<1.35.0)", "mypy-boto3-apptest (>=1.34.0,<1.35.0)", "mypy-boto3-arc-zonal-shift (>=1.34.0,<1.35.0)", "mypy-boto3-artifact (>=1.34.0,<1.35.0)", "mypy-boto3-athena (>=1.34.0,<1.35.0)", "mypy-boto3-auditmanager (>=1.34.0,<1.35.0)", "mypy-boto3-autoscaling (>=1.34.0,<1.35.0)", "mypy-boto3-autoscaling-plans (>=1.34.0,<1.35.0)", "mypy-boto3-b2bi (>=1.34.0,<1.35.0)", "mypy-boto3-backup (>=1.34.0,<1.35.0)", "mypy-boto3-backup-gateway (>=1.34.0,<1.35.0)", "mypy-boto3-batch (>=1.34.0,<1.35.0)", "mypy-boto3-bcm-data-exports (>=1.34.0,<1.35.0)", "mypy-boto3-bedrock (>=1.34.0,<1.35.0)", "mypy-boto3-bedrock-agent (>=1.34.0,<1.35.0)", "mypy-boto3-bedrock-agent-runtime (>=1.34.0,<1.35.0)", "mypy-boto3-bedrock-runtime (>=1.34.0,<1.35.0)", "mypy-boto3-billingconductor (>=1.34.0,<1.35.0)", "mypy-boto3-braket (>=1.34.0,<1.35.0)", "mypy-boto3-budgets (>=1.34.0,<1.35.0)", "mypy-boto3-ce (>=1.34.0,<1.35.0)", "mypy-boto3-chatbot (>=1.34.0,<1.35.0)", "mypy-boto3-chime (>=1.34.0,<1.35.0)", "mypy-boto3-chime-sdk-identity (>=1.34.0,<1.35.0)", "mypy-boto3-chime-sdk-media-pipelines (>=1.34.0,<1.35.0)", "mypy-boto3-chime-sdk-meetings (>=1.34.0,<1.35.0)", "mypy-boto3-chime-sdk-messaging (>=1.34.0,<1.35.0)", "mypy-boto3-chime-sdk-voice (>=1.34.0,<1.35.0)", "mypy-boto3-cleanrooms (>=1.34.0,<1.35.0)", "mypy-boto3-cleanroomsml (>=1.34.0,<1.35.0)", "mypy-boto3-cloud9 (>=1.34.0,<1.35.0)", "mypy-boto3-cloudcontrol (>=1.34.0,<1.35.0)", "mypy-boto3-clouddirectory (>=1.34.0,<1.35.0)", "mypy-boto3-cloudformation (>=1.34.0,<1.35.0)", "mypy-boto3-cloudfront (>=1.34.0,<1.35.0)", "mypy-boto3-cloudfront-keyvaluestore (>=1.34.0,<1.35.0)", "mypy-boto3-cloudhsm (>=1.34.0,<1.35.0)", "mypy-boto3-cloudhsmv2 (>=1.34.0,<1.35.0)", "mypy-boto3-cloudsearch (>=1.34.0,<1.35.0)", "mypy-boto3-cloudsearchdomain (>=1.34.0,<1.35.0)", "mypy-boto3-cloudtrail (>=1.34.0,<1.35.0)", "mypy-boto3-cloudtrail-data (>=1.34.0,<1.35.0)", "mypy-boto3-cloudwatch (>=1.34.0,<1.35.0)", "mypy-boto3-codeartifact (>=1.34.0,<1.35.0)", "mypy-boto3-codebuild (>=1.34.0,<1.35.0)", "mypy-boto3-codecatalyst (>=1.34.0,<1.35.0)", "mypy-boto3-codecommit (>=1.34.0,<1.35.0)", "mypy-boto3-codeconnections (>=1.34.0,<1.35.0)", "mypy-boto3-codedeploy (>=1.34.0,<1.35.0)", "mypy-boto3-codeguru-reviewer (>=1.34.0,<1.35.0)", "mypy-boto3-codeguru-security (>=1.34.0,<1.35.0)", "mypy-boto3-codeguruprofiler (>=1.34.0,<1.35.0)", "mypy-boto3-codepipeline (>=1.34.0,<1.35.0)", "mypy-boto3-codestar (>=1.34.0,<1.35.0)", "mypy-boto3-codestar-connections (>=1.34.0,<1.35.0)", "mypy-boto3-codestar-notifications (>=1.34.0,<1.35.0)", "mypy-boto3-cognito-identity (>=1.34.0,<1.35.0)", "mypy-boto3-cognito-idp (>=1.34.0,<1.35.0)", "mypy-boto3-cognito-sync (>=1.34.0,<1.35.0)", "mypy-boto3-comprehend (>=1.34.0,<1.35.0)", "mypy-boto3-comprehendmedical (>=1.34.0,<1.35.0)", "mypy-boto3-compute-optimizer (>=1.34.0,<1.35.0)", "mypy-boto3-config (>=1.34.0,<1.35.0)", "mypy-boto3-connect (>=1.34.0,<1.35.0)", "mypy-boto3-connect-contact-lens (>=1.34.0,<1.35.0)", "mypy-boto3-connectcampaigns (>=1.34.0,<1.35.0)", "mypy-boto3-connectcases (>=1.34.0,<1.35.0)", "mypy-boto3-connectparticipant (>=1.34.0,<1.35.0)", "mypy-boto3-controlcatalog (>=1.34.0,<1.35.0)", "mypy-boto3-controltower (>=1.34.0,<1.35.0)", "mypy-boto3-cost-optimization-hub (>=1.34.0,<1.35.0)", "mypy-boto3-cur (>=1.34.0,<1.35.0)", "mypy-boto3-customer-profiles (>=1.34.0,<1.35.0)", "mypy-boto3-databrew (>=1.34.0,<1.35.0)", "mypy-boto3-dataexchange (>=1.34.0,<1.35.0)", "mypy-boto3-datapipeline (>=1.34.0,<1.35.0)", "mypy-boto3-datasync (>=1.34.0,<1.35.0)", "mypy-boto3-datazone (>=1.34.0,<1.35.0)", "mypy-boto3-dax (>=1.34.0,<1.35.0)", "mypy-boto3-deadline (>=1.34.0,<1.35.0)", "mypy-boto3-detective (>=1.34.0,<1.35.0)", "mypy-boto3-devicefarm (>=1.34.0,<1.35.0)", "mypy-boto3-devops-guru (>=1.34.0,<1.35.0)", "mypy-boto3-directconnect (>=1.34.0,<1.35.0)", "mypy-boto3-discovery (>=1.34.0,<1.35.0)", "mypy-boto3-dlm (>=1.34.0,<1.35.0)", "mypy-boto3-dms (>=1.34.0,<1.35.0)", "mypy-boto3-docdb (>=1.34.0,<1.35.0)", "mypy-boto3-docdb-elastic (>=1.34.0,<1.35.0)", "mypy-boto3-drs (>=1.34.0,<1.35.0)", "mypy-boto3-ds (>=1.34.0,<1.35.0)", "mypy-boto3-dynamodb (>=1.34.0,<1.35.0)", "mypy-boto3-dynamodbstreams (>=1.34.0,<1.35.0)", "mypy-boto3-ebs (>=1.34.0,<1.35.0)", "mypy-boto3-ec2 (>=1.34.0,<1.35.0)", "mypy-boto3-ec2-instance-connect (>=1.34.0,<1.35.0)", "mypy-boto3-ecr (>=1.34.0,<1.35.0)", "mypy-boto3-ecr-public (>=1.34.0,<1.35.0)", "mypy-boto3-ecs (>=1.34.0,<1.35.0)", "mypy-boto3-efs (>=1.34.0,<1.35.0)", "mypy-boto3-eks (>=1.34.0,<1.35.0)", "mypy-boto3-eks-auth (>=1.34.0,<1.35.0)", "mypy-boto3-elastic-inference (>=1.34.0,<1.35.0)", "mypy-boto3-elasticache (>=1.34.0,<1.35.0)", "mypy-boto3-elasticbeanstalk (>=1.34.0,<1.35.0)", "mypy-boto3-elastictranscoder (>=1.34.0,<1.35.0)", "mypy-boto3-elb (>=1.34.0,<1.35.0)", "mypy-boto3-elbv2 (>=1.34.0,<1.35.0)", "mypy-boto3-emr (>=1.34.0,<1.35.0)", "mypy-boto3-emr-containers (>=1.34.0,<1.35.0)", "mypy-boto3-emr-serverless (>=1.34.0,<1.35.0)", "mypy-boto3-entityresolution (>=1.34.0,<1.35.0)", "mypy-boto3-es (>=1.34.0,<1.35.0)", "mypy-boto3-events (>=1.34.0,<1.35.0)", "mypy-boto3-evidently (>=1.34.0,<1.35.0)", "mypy-boto3-finspace (>=1.34.0,<1.35.0)", "mypy-boto3-finspace-data (>=1.34.0,<1.35.0)", "mypy-boto3-firehose (>=1.34.0,<1.35.0)", "mypy-boto3-fis (>=1.34.0,<1.35.0)", "mypy-boto3-fms (>=1.34.0,<1.35.0)", "mypy-boto3-forecast (>=1.34.0,<1.35.0)", "mypy-boto3-forecastquery (>=1.34.0,<1.35.0)", "mypy-boto3-frauddetector (>=1.34.0,<1.35.0)", "mypy-boto3-freetier (>=1.34.0,<1.35.0)", "mypy-boto3-fsx (>=1.34.0,<1.35.0)", "mypy-boto3-gamelift (>=1.34.0,<1.35.0)", "mypy-boto3-glacier (>=1.34.0,<1.35.0)", "mypy-boto3-globalaccelerator (>=1.34.0,<1.35.0)", "mypy-boto3-glue (>=1.34.0,<1.35.0)", "mypy-boto3-grafana (>=1.34.0,<1.35.0)", "mypy-boto3-greengrass (>=1.34.0,<1.35.0)", "mypy-boto3-greengrassv2 (>=1.34.0,<1.35.0)", "mypy-boto3-groundstation (>=1.34.0,<1.35.0)", "mypy-boto3-guardduty (>=1.34.0,<1.35.0)", "mypy-boto3-health (>=1.34.0,<1.35.0)", "mypy-boto3-healthlake (>=1.34.0,<1.35.0)", "mypy-boto3-iam (>=1.34.0,<1.35.0)", "mypy-boto3-identitystore (>=1.34.0,<1.35.0)", "mypy-boto3-imagebuilder (>=1.34.0,<1.35.0)", "mypy-boto3-importexport (>=1.34.0,<1.35.0)", "mypy-boto3-inspector (>=1.34.0,<1.35.0)", "mypy-boto3-inspector-scan (>=1.34.0,<1.35.0)", "mypy-boto3-inspector2 (>=1.34.0,<1.35.0)", "mypy-boto3-internetmonitor (>=1.34.0,<1.35.0)", "mypy-boto3-iot (>=1.34.0,<1.35.0)", "mypy-boto3-iot-data (>=1.34.0,<1.35.0)", "mypy-boto3-iot-jobs-data (>=1.34.0,<1.35.0)", "mypy-boto3-iot1click-devices (>=1.34.0,<1.35.0)", "mypy-boto3-iot1click-projects (>=1.34.0,<1.35.0)", "mypy-boto3-iotanalytics (>=1.34.0,<1.35.0)", "mypy-boto3-iotdeviceadvisor (>=1.34.0,<1.35.0)", "mypy-boto3-iotevents (>=1.34.0,<1.35.0)", "mypy-boto3-iotevents-data (>=1.34.0,<1.35.0)", "mypy-boto3-iotfleethub (>=1.34.0,<1.35.0)", "mypy-boto3-iotfleetwise (>=1.34.0,<1.35.0)", "mypy-boto3-iotsecuretunneling (>=1.34.0,<1.35.0)", "mypy-boto3-iotsitewise (>=1.34.0,<1.35.0)", "mypy-boto3-iotthingsgraph (>=1.34.0,<1.35.0)", "mypy-boto3-iottwinmaker (>=1.34.0,<1.35.0)", "mypy-boto3-iotwireless (>=1.34.0,<1.35.0)", "mypy-boto3-ivs (>=1.34.0,<1.35.0)", "mypy-boto3-ivs-realtime (>=1.34.0,<1.35.0)", "mypy-boto3-ivschat (>=1.34.0,<1.35.0)", "mypy-boto3-kafka (>=1.34.0,<1.35.0)", "mypy-boto3-kafkaconnect (>=1.34.0,<1.35.0)", "mypy-boto3-kendra (>=1.34.0,<1.35.0)", "mypy-boto3-kendra-ranking (>=1.34.0,<1.35.0)", "mypy-boto3-keyspaces (>=1.34.0,<1.35.0)", "mypy-boto3-kinesis (>=1.34.0,<1.35.0)", "mypy-boto3-kinesis-video-archived-media (>=1.34.0,<1.35.0)", "mypy-boto3-kinesis-video-media (>=1.34.0,<1.35.0)", "mypy-boto3-kinesis-video-signaling (>=1.34.0,<1.35.0)", "mypy-boto3-kinesis-video-webrtc-storage (>=1.34.0,<1.35.0)", "mypy-boto3-kinesisanalytics (>=1.34.0,<1.35.0)", "mypy-boto3-kinesisanalyticsv2 (>=1.34.0,<1.35.0)", "mypy-boto3-kinesisvideo (>=1.34.0,<1.35.0)", "mypy-boto3-kms (>=1.34.0,<1.35.0)", "mypy-boto3-lakeformation (>=1.34.0,<1.35.0)", "mypy-boto3-lambda (>=1.34.0,<1.35.0)", "mypy-boto3-launch-wizard (>=1.34.0,<1.35.0)", "mypy-boto3-lex-models (>=1.34.0,<1.35.0)", "mypy-boto3-lex-runtime (>=1.34.0,<1.35.0)", "mypy-boto3-lexv2-models (>=1.34.0,<1.35.0)", "mypy-boto3-lexv2-runtime (>=1.34.0,<1.35.0)", "mypy-boto3-license-manager (>=1.34.0,<1.35.0)", "mypy-boto3-license-manager-linux-subscriptions (>=1.34.0,<1.35.0)", "mypy-boto3-license-manager-user-subscriptions (>=1.34.0,<1.35.0)", "mypy-boto3-lightsail (>=1.34.0,<1.35.0)", "mypy-boto3-location (>=1.34.0,<1.35.0)", "mypy-boto3-logs (>=1.34.0,<1.35.0)", "mypy-boto3-lookoutequipment (>=1.34.0,<1.35.0)", "mypy-boto3-lookoutmetrics (>=1.34.0,<1.35.0)", "mypy-boto3-lookoutvision (>=1.34.0,<1.35.0)", "mypy-boto3-m2 (>=1.34.0,<1.35.0)", "mypy-boto3-machinelearning (>=1.34.0,<1.35.0)", "mypy-boto3-macie2 (>=1.34.0,<1.35.0)", "mypy-boto3-mailmanager (>=1.34.0,<1.35.0)", "mypy-boto3-managedblockchain (>=1.34.0,<1.35.0)", "mypy-boto3-managedblockchain-query (>=1.34.0,<1.35.0)", "mypy-boto3-marketplace-agreement (>=1.34.0,<1.35.0)", "mypy-boto3-marketplace-catalog (>=1.34.0,<1.35.0)", "mypy-boto3-marketplace-deployment (>=1.34.0,<1.35.0)", "mypy-boto3-marketplace-entitlement (>=1.34.0,<1.35.0)", "mypy-boto3-marketplacecommerceanalytics (>=1.34.0,<1.35.0)", "mypy-boto3-mediaconnect (>=1.34.0,<1.35.0)", "mypy-boto3-mediaconvert (>=1.34.0,<1.35.0)", "mypy-boto3-medialive (>=1.34.0,<1.35.0)", "mypy-boto3-mediapackage (>=1.34.0,<1.35.0)", "mypy-boto3-mediapackage-vod (>=1.34.0,<1.35.0)", "mypy-boto3-mediapackagev2 (>=1.34.0,<1.35.0)", "mypy-boto3-mediastore (>=1.34.0,<1.35.0)", "mypy-boto3-mediastore-data (>=1.34.0,<1.35.0)", "mypy-boto3-mediatailor (>=1.34.0,<1.35.0)", "mypy-boto3-medical-imaging (>=1.34.0,<1.35.0)", "mypy-boto3-memorydb (>=1.34.0,<1.35.0)", "mypy-boto3-meteringmarketplace (>=1.34.0,<1.35.0)", "mypy-boto3-mgh (>=1.34.0,<1.35.0)", "mypy-boto3-mgn (>=1.34.0,<1.35.0)", "mypy-boto3-migration-hub-refactor-spaces (>=1.34.0,<1.35.0)", "mypy-boto3-migrationhub-config (>=1.34.0,<1.35.0)", "mypy-boto3-migrationhuborchestrator (>=1.34.0,<1.35.0)", "mypy-boto3-migrationhubstrategy (>=1.34.0,<1.35.0)", "mypy-boto3-mobile (>=1.34.0,<1.35.0)", "mypy-boto3-mq (>=1.34.0,<1.35.0)", "mypy-boto3-mturk (>=1.34.0,<1.35.0)", "mypy-boto3-mwaa (>=1.34.0,<1.35.0)", "mypy-boto3-neptune (>=1.34.0,<1.35.0)", "mypy-boto3-neptune-graph (>=1.34.0,<1.35.0)", "mypy-boto3-neptunedata (>=1.34.0,<1.35.0)", "mypy-boto3-network-firewall (>=1.34.0,<1.35.0)", "mypy-boto3-networkmanager (>=1.34.0,<1.35.0)", "mypy-boto3-networkmonitor (>=1.34.0,<1.35.0)", "mypy-boto3-nimble (>=1.34.0,<1.35.0)", "mypy-boto3-oam (>=1.34.0,<1.35.0)", "mypy-boto3-omics (>=1.34.0,<1.35.0)", "mypy-boto3-opensearch (>=1.34.0,<1.35.0)", "mypy-boto3-opensearchserverless (>=1.34.0,<1.35.0)", "mypy-boto3-opsworks (>=1.34.0,<1.35.0)", "mypy-boto3-opsworkscm (>=1.34.0,<1.35.0)", "mypy-boto3-organizations (>=1.34.0,<1.35.0)", "mypy-boto3-osis (>=1.34.0,<1.35.0)", "mypy-boto3-outposts (>=1.34.0,<1.35.0)", "mypy-boto3-panorama (>=1.34.0,<1.35.0)", "mypy-boto3-payment-cryptography (>=1.34.0,<1.35.0)", "mypy-boto3-payment-cryptography-data (>=1.34.0,<1.35.0)", "mypy-boto3-pca-connector-ad (>=1.34.0,<1.35.0)", "mypy-boto3-pca-connector-scep (>=1.34.0,<1.35.0)", "mypy-boto3-personalize (>=1.34.0,<1.35.0)", "mypy-boto3-personalize-events (>=1.34.0,<1.35.0)", "mypy-boto3-personalize-runtime (>=1.34.0,<1.35.0)", "mypy-boto3-pi (>=1.34.0,<1.35.0)", "mypy-boto3-pinpoint (>=1.34.0,<1.35.0)", "mypy-boto3-pinpoint-email (>=1.34.0,<1.35.0)", "mypy-boto3-pinpoint-sms-voice (>=1.34.0,<1.35.0)", "mypy-boto3-pinpoint-sms-voice-v2 (>=1.34.0,<1.35.0)", "mypy-boto3-pipes (>=1.34.0,<1.35.0)", "mypy-boto3-polly (>=1.34.0,<1.35.0)", "mypy-boto3-pricing (>=1.34.0,<1.35.0)", "mypy-boto3-privatenetworks (>=1.34.0,<1.35.0)", "mypy-boto3-proton (>=1.34.0,<1.35.0)", "mypy-boto3-qbusiness (>=1.34.0,<1.35.0)", "mypy-boto3-qconnect (>=1.34.0,<1.35.0)", "mypy-boto3-qldb (>=1.34.0,<1.35.0)", "mypy-boto3-qldb-session (>=1.34.0,<1.35.0)", "mypy-boto3-quicksight (>=1.34.0,<1.35.0)", "mypy-boto3-ram (>=1.34.0,<1.35.0)", "mypy-boto3-rbin (>=1.34.0,<1.35.0)", "mypy-boto3-rds (>=1.34.0,<1.35.0)", "mypy-boto3-rds-data (>=1.34.0,<1.35.0)", "mypy-boto3-redshift (>=1.34.0,<1.35.0)", "mypy-boto3-redshift-data (>=1.34.0,<1.35.0)", "mypy-boto3-redshift-serverless (>=1.34.0,<1.35.0)", "mypy-boto3-rekognition (>=1.34.0,<1.35.0)", "mypy-boto3-repostspace (>=1.34.0,<1.35.0)", "mypy-boto3-resiliencehub (>=1.34.0,<1.35.0)", "mypy-boto3-resource-explorer-2 (>=1.34.0,<1.35.0)", "mypy-boto3-resource-groups (>=1.34.0,<1.35.0)", "mypy-boto3-resourcegroupstaggingapi (>=1.34.0,<1.35.0)", "mypy-boto3-robomaker (>=1.34.0,<1.35.0)", "mypy-boto3-rolesanywhere (>=1.34.0,<1.35.0)", "mypy-boto3-route53 (>=1.34.0,<1.35.0)", "mypy-boto3-route53-recovery-cluster (>=1.34.0,<1.35.0)", "mypy-boto3-route53-recovery-control-config (>=1.34.0,<1.35.0)", "mypy-boto3-route53-recovery-readiness (>=1.34.0,<1.35.0)", "mypy-boto3-route53domains (>=1.34.0,<1.35.0)", "mypy-boto3-route53profiles (>=1.34.0,<1.35.0)", "mypy-boto3-route53resolver (>=1.34.0,<1.35.0)", "mypy-boto3-rum (>=1.34.0,<1.35.0)", "mypy-boto3-s3 (>=1.34.0,<1.35.0)", "mypy-boto3-s3control (>=1.34.0,<1.35.0)", "mypy-boto3-s3outposts (>=1.34.0,<1.35.0)", "mypy-boto3-sagemaker (>=1.34.0,<1.35.0)", "mypy-boto3-sagemaker-a2i-runtime (>=1.34.0,<1.35.0)", "mypy-boto3-sagemaker-edge (>=1.34.0,<1.35.0)", "mypy-boto3-sagemaker-featurestore-runtime (>=1.34.0,<1.35.0)", "mypy-boto3-sagemaker-geospatial (>=1.34.0,<1.35.0)", "mypy-boto3-sagemaker-metrics (>=1.34.0,<1.35.0)", "mypy-boto3-sagemaker-runtime (>=1.34.0,<1.35.0)", "mypy-boto3-savingsplans (>=1.34.0,<1.35.0)", "mypy-boto3-scheduler (>=1.34.0,<1.35.0)", "mypy-boto3-schemas (>=1.34.0,<1.35.0)", "mypy-boto3-sdb (>=1.34.0,<1.35.0)", "mypy-boto3-secretsmanager (>=1.34.0,<1.35.0)", "mypy-boto3-securityhub (>=1.34.0,<1.35.0)", "mypy-boto3-securitylake (>=1.34.0,<1.35.0)", "mypy-boto3-serverlessrepo (>=1.34.0,<1.35.0)", "mypy-boto3-service-quotas (>=1.34.0,<1.35.0)", "mypy-boto3-servicecatalog (>=1.34.0,<1.35.0)", "mypy-boto3-servicecatalog-appregistry (>=1.34.0,<1.35.0)", "mypy-boto3-servicediscovery (>=1.34.0,<1.35.0)", "mypy-boto3-ses (>=1.34.0,<1.35.0)", "mypy-boto3-sesv2 (>=1.34.0,<1.35.0)", "mypy-boto3-shield (>=1.34.0,<1.35.0)", "mypy-boto3-signer (>=1.34.0,<1.35.0)", "mypy-boto3-simspaceweaver (>=1.34.0,<1.35.0)", "mypy-boto3-sms (>=1.34.0,<1.35.0)", "mypy-boto3-sms-voice (>=1.34.0,<1.35.0)", "mypy-boto3-snow-device-management (>=1.34.0,<1.35.0)", "mypy-boto3-snowball (>=1.34.0,<1.35.0)", "mypy-boto3-sns (>=1.34.0,<1.35.0)", "mypy-boto3-sqs (>=1.34.0,<1.35.0)", "mypy-boto3-ssm (>=1.34.0,<1.35.0)", "mypy-boto3-ssm-contacts (>=1.34.0,<1.35.0)", "mypy-boto3-ssm-incidents (>=1.34.0,<1.35.0)", "mypy-boto3-ssm-sap (>=1.34.0,<1.35.0)", "mypy-boto3-sso (>=1.34.0,<1.35.0)", "mypy-boto3-sso-admin (>=1.34.0,<1.35.0)", "mypy-boto3-sso-oidc (>=1.34.0,<1.35.0)", "mypy-boto3-stepfunctions (>=1.34.0,<1.35.0)", "mypy-boto3-storagegateway (>=1.34.0,<1.35.0)", "mypy-boto3-sts (>=1.34.0,<1.35.0)", "mypy-boto3-supplychain (>=1.34.0,<1.35.0)", "mypy-boto3-support (>=1.34.0,<1.35.0)", "mypy-boto3-support-app (>=1.34.0,<1.35.0)", "mypy-boto3-swf (>=1.34.0,<1.35.0)", "mypy-boto3-synthetics (>=1.34.0,<1.35.0)", "mypy-boto3-taxsettings (>=1.34.0,<1.35.0)", "mypy-boto3-textract (>=1.34.0,<1.35.0)", "mypy-boto3-timestream-influxdb (>=1.34.0,<1.35.0)", "mypy-boto3-timestream-query (>=1.34.0,<1.35.0)", "mypy-boto3-timestream-write (>=1.34.0,<1.35.0)", "mypy-boto3-tnb (>=1.34.0,<1.35.0)", "mypy-boto3-transcribe (>=1.34.0,<1.35.0)", "mypy-boto3-transfer (>=1.34.0,<1.35.0)", "mypy-boto3-translate (>=1.34.0,<1.35.0)", "mypy-boto3-trustedadvisor (>=1.34.0,<1.35.0)", "mypy-boto3-verifiedpermissions (>=1.34.0,<1.35.0)", "mypy-boto3-voice-id (>=1.34.0,<1.35.0)", "mypy-boto3-vpc-lattice (>=1.34.0,<1.35.0)", "mypy-boto3-waf (>=1.34.0,<1.35.0)", "mypy-boto3-waf-regional (>=1.34.0,<1.35.0)", "mypy-boto3-wafv2 (>=1.34.0,<1.35.0)", "mypy-boto3-wellarchitected (>=1.34.0,<1.35.0)", "mypy-boto3-wisdom (>=1.34.0,<1.35.0)", "mypy-boto3-workdocs (>=1.34.0,<1.35.0)", "mypy-boto3-worklink (>=1.34.0,<1.35.0)", "mypy-boto3-workmail (>=1.34.0,<1.35.0)", "mypy-boto3-workmailmessageflow (>=1.34.0,<1.35.0)", "mypy-boto3-workspaces (>=1.34.0,<1.35.0)", "mypy-boto3-workspaces-thin-client (>=1.34.0,<1.35.0)", "mypy-boto3-workspaces-web (>=1.34.0,<1.35.0)", "mypy-boto3-xray (>=1.34.0,<1.35.0)"]
 amp = ["mypy-boto3-amp (>=1.34.0,<1.35.0)"]
 amplify = ["mypy-boto3-amplify (>=1.34.0,<1.35.0)"]
 amplifybackend = ["mypy-boto3-amplifybackend (>=1.34.0,<1.35.0)"]
@@ -164,6 +156,7 @@ appmesh = ["mypy-boto3-appmesh (>=1.34.0,<1.35.0)"]
 apprunner = ["mypy-boto3-apprunner (>=1.34.0,<1.35.0)"]
 appstream = ["mypy-boto3-appstream (>=1.34.0,<1.35.0)"]
 appsync = ["mypy-boto3-appsync (>=1.34.0,<1.35.0)"]
+apptest = ["mypy-boto3-apptest (>=1.34.0,<1.35.0)"]
 arc-zonal-shift = ["mypy-boto3-arc-zonal-shift (>=1.34.0,<1.35.0)"]
 artifact = ["mypy-boto3-artifact (>=1.34.0,<1.35.0)"]
 athena = ["mypy-boto3-athena (>=1.34.0,<1.35.0)"]
@@ -173,7 +166,6 @@ autoscaling-plans = ["mypy-boto3-autoscaling-plans (>=1.34.0,<1.35.0)"]
 b2bi = ["mypy-boto3-b2bi (>=1.34.0,<1.35.0)"]
 backup = ["mypy-boto3-backup (>=1.34.0,<1.35.0)"]
 backup-gateway = ["mypy-boto3-backup-gateway (>=1.34.0,<1.35.0)"]
-backupstorage = ["mypy-boto3-backupstorage (>=1.34.0,<1.35.0)"]
 batch = ["mypy-boto3-batch (>=1.34.0,<1.35.0)"]
 bcm-data-exports = ["mypy-boto3-bcm-data-exports (>=1.34.0,<1.35.0)"]
 bedrock = ["mypy-boto3-bedrock (>=1.34.0,<1.35.0)"]
@@ -181,7 +173,7 @@ bedrock-agent = ["mypy-boto3-bedrock-agent (>=1.34.0,<1.35.0)"]
 bedrock-agent-runtime = ["mypy-boto3-bedrock-agent-runtime (>=1.34.0,<1.35.0)"]
 bedrock-runtime = ["mypy-boto3-bedrock-runtime (>=1.34.0,<1.35.0)"]
 billingconductor = ["mypy-boto3-billingconductor (>=1.34.0,<1.35.0)"]
-boto3 = ["boto3 (==1.34.124)", "botocore (==1.34.124)"]
+boto3 = ["boto3 (==1.34.136)", "botocore (==1.34.136)"]
 braket = ["mypy-boto3-braket (>=1.34.0,<1.35.0)"]
 budgets = ["mypy-boto3-budgets (>=1.34.0,<1.35.0)"]
 ce = ["mypy-boto3-ce (>=1.34.0,<1.35.0)"]
@@ -530,14 +522,13 @@ xray = ["mypy-boto3-xray (>=1.34.0,<1.35.0)"]
 
 [[package]]
 name = "botocore"
-version = "1.34.124"
+version = "1.34.136"
 description = "Low-level, data-driven core of boto 3."
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "botocore-1.34.124-py3-none-any.whl", hash = "sha256:fede092c7f8f414f78f3e7991e47cb0cf2279d90c027606ad7cba79fa370b827"},
-    {file = "botocore-1.34.124.tar.gz", hash = "sha256:3f0bf79c17d656acdfdb53581224f6a38867ff2829f7428c586198f67a90ea26"},
+    {file = "botocore-1.34.136-py3-none-any.whl", hash = "sha256:c63fe9032091fb9e9477706a3ebfa4d0c109b807907051d892ed574f9b573e61"},
+    {file = "botocore-1.34.136.tar.gz", hash = "sha256:7f7135178692b39143c8f152a618d2a3b71065a317569a7102d2306d4946f42f"},
 ]
 
 [package.dependencies]
@@ -553,19 +544,17 @@ crt = ["awscrt (==0.20.11)"]
 
 [[package]]
 name = "botocore-stubs"
-version = "1.34.124"
+version = "1.34.136"
 description = "Type annotations and code completion for botocore"
-category = "dev"
 optional = false
 python-versions = "<4.0,>=3.8"
 files = [
-    {file = "botocore_stubs-1.34.124-py3-none-any.whl", hash = "sha256:05c9e5e2ed8fdcfc7ad44d2a160a4309dd8f9f4110f0b5b1b207475324bef16e"},
-    {file = "botocore_stubs-1.34.124.tar.gz", hash = "sha256:9da4a18adf724ff6174f4fd3684c1be1b1617bc7dd58f4ac04f821898d52b97f"},
+    {file = "botocore_stubs-1.34.136-py3-none-any.whl", hash = "sha256:f8a8716d9f1b8387acce6ef35d9428ed4ef1584dbeb6cce3f2f95ba6ff8120f7"},
+    {file = "botocore_stubs-1.34.136.tar.gz", hash = "sha256:b97bece44abc9f16c1fcb022d3f03c22d411ea3dcb4730207a318eb8e6ef63e7"},
 ]
 
 [package.dependencies]
 types-awscrt = "*"
-typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.9\""}
 
 [package.extras]
 botocore = ["botocore"]
@@ -574,7 +563,6 @@ botocore = ["botocore"]
 name = "certifi"
 version = "2024.6.2"
 description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -586,7 +574,6 @@ files = [
 name = "cffi"
 version = "1.16.0"
 description = "Foreign Function Interface for Python calling C code."
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -651,7 +638,6 @@ pycparser = "*"
 name = "chardet"
 version = "5.2.0"
 description = "Universal encoding detector for Python 3"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -663,7 +649,6 @@ files = [
 name = "charset-normalizer"
 version = "3.3.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -763,7 +748,6 @@ files = [
 name = "codacy-coverage"
 version = "1.3.11"
 description = "Codacy coverage reporter for Python"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -782,7 +766,6 @@ test = ["coverage", "nosetests"]
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
@@ -792,64 +775,63 @@ files = [
 
 [[package]]
 name = "coverage"
-version = "7.5.3"
+version = "7.5.4"
 description = "Code coverage measurement for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "coverage-7.5.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a6519d917abb15e12380406d721e37613e2a67d166f9fb7e5a8ce0375744cd45"},
-    {file = "coverage-7.5.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:aea7da970f1feccf48be7335f8b2ca64baf9b589d79e05b9397a06696ce1a1ec"},
-    {file = "coverage-7.5.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:923b7b1c717bd0f0f92d862d1ff51d9b2b55dbbd133e05680204465f454bb286"},
-    {file = "coverage-7.5.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:62bda40da1e68898186f274f832ef3e759ce929da9a9fd9fcf265956de269dbc"},
-    {file = "coverage-7.5.3-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d8b7339180d00de83e930358223c617cc343dd08e1aa5ec7b06c3a121aec4e1d"},
-    {file = "coverage-7.5.3-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:25a5caf742c6195e08002d3b6c2dd6947e50efc5fc2c2205f61ecb47592d2d83"},
-    {file = "coverage-7.5.3-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:05ac5f60faa0c704c0f7e6a5cbfd6f02101ed05e0aee4d2822637a9e672c998d"},
-    {file = "coverage-7.5.3-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:239a4e75e09c2b12ea478d28815acf83334d32e722e7433471fbf641c606344c"},
-    {file = "coverage-7.5.3-cp310-cp310-win32.whl", hash = "sha256:a5812840d1d00eafae6585aba38021f90a705a25b8216ec7f66aebe5b619fb84"},
-    {file = "coverage-7.5.3-cp310-cp310-win_amd64.whl", hash = "sha256:33ca90a0eb29225f195e30684ba4a6db05dbef03c2ccd50b9077714c48153cac"},
-    {file = "coverage-7.5.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:f81bc26d609bf0fbc622c7122ba6307993c83c795d2d6f6f6fd8c000a770d974"},
-    {file = "coverage-7.5.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:7cec2af81f9e7569280822be68bd57e51b86d42e59ea30d10ebdbb22d2cb7232"},
-    {file = "coverage-7.5.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:55f689f846661e3f26efa535071775d0483388a1ccfab899df72924805e9e7cd"},
-    {file = "coverage-7.5.3-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:50084d3516aa263791198913a17354bd1dc627d3c1639209640b9cac3fef5807"},
-    {file = "coverage-7.5.3-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:341dd8f61c26337c37988345ca5c8ccabeff33093a26953a1ac72e7d0103c4fb"},
-    {file = "coverage-7.5.3-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:ab0b028165eea880af12f66086694768f2c3139b2c31ad5e032c8edbafca6ffc"},
-    {file = "coverage-7.5.3-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:5bc5a8c87714b0c67cfeb4c7caa82b2d71e8864d1a46aa990b5588fa953673b8"},
-    {file = "coverage-7.5.3-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:38a3b98dae8a7c9057bd91fbf3415c05e700a5114c5f1b5b0ea5f8f429ba6614"},
-    {file = "coverage-7.5.3-cp311-cp311-win32.whl", hash = "sha256:fcf7d1d6f5da887ca04302db8e0e0cf56ce9a5e05f202720e49b3e8157ddb9a9"},
-    {file = "coverage-7.5.3-cp311-cp311-win_amd64.whl", hash = "sha256:8c836309931839cca658a78a888dab9676b5c988d0dd34ca247f5f3e679f4e7a"},
-    {file = "coverage-7.5.3-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:296a7d9bbc598e8744c00f7a6cecf1da9b30ae9ad51c566291ff1314e6cbbed8"},
-    {file = "coverage-7.5.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:34d6d21d8795a97b14d503dcaf74226ae51eb1f2bd41015d3ef332a24d0a17b3"},
-    {file = "coverage-7.5.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8e317953bb4c074c06c798a11dbdd2cf9979dbcaa8ccc0fa4701d80042d4ebf1"},
-    {file = "coverage-7.5.3-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:705f3d7c2b098c40f5b81790a5fedb274113373d4d1a69e65f8b68b0cc26f6db"},
-    {file = "coverage-7.5.3-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b1196e13c45e327d6cd0b6e471530a1882f1017eb83c6229fc613cd1a11b53cd"},
-    {file = "coverage-7.5.3-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:015eddc5ccd5364dcb902eaecf9515636806fa1e0d5bef5769d06d0f31b54523"},
-    {file = "coverage-7.5.3-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:fd27d8b49e574e50caa65196d908f80e4dff64d7e592d0c59788b45aad7e8b35"},
-    {file = "coverage-7.5.3-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:33fc65740267222fc02975c061eb7167185fef4cc8f2770267ee8bf7d6a42f84"},
-    {file = "coverage-7.5.3-cp312-cp312-win32.whl", hash = "sha256:7b2a19e13dfb5c8e145c7a6ea959485ee8e2204699903c88c7d25283584bfc08"},
-    {file = "coverage-7.5.3-cp312-cp312-win_amd64.whl", hash = "sha256:0bbddc54bbacfc09b3edaec644d4ac90c08ee8ed4844b0f86227dcda2d428fcb"},
-    {file = "coverage-7.5.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:f78300789a708ac1f17e134593f577407d52d0417305435b134805c4fb135adb"},
-    {file = "coverage-7.5.3-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:b368e1aee1b9b75757942d44d7598dcd22a9dbb126affcbba82d15917f0cc155"},
-    {file = "coverage-7.5.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f836c174c3a7f639bded48ec913f348c4761cbf49de4a20a956d3431a7c9cb24"},
-    {file = "coverage-7.5.3-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:244f509f126dc71369393ce5fea17c0592c40ee44e607b6d855e9c4ac57aac98"},
-    {file = "coverage-7.5.3-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c4c2872b3c91f9baa836147ca33650dc5c172e9273c808c3c3199c75490e709d"},
-    {file = "coverage-7.5.3-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:dd4b3355b01273a56b20c219e74e7549e14370b31a4ffe42706a8cda91f19f6d"},
-    {file = "coverage-7.5.3-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:f542287b1489c7a860d43a7d8883e27ca62ab84ca53c965d11dac1d3a1fab7ce"},
-    {file = "coverage-7.5.3-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:75e3f4e86804023e991096b29e147e635f5e2568f77883a1e6eed74512659ab0"},
-    {file = "coverage-7.5.3-cp38-cp38-win32.whl", hash = "sha256:c59d2ad092dc0551d9f79d9d44d005c945ba95832a6798f98f9216ede3d5f485"},
-    {file = "coverage-7.5.3-cp38-cp38-win_amd64.whl", hash = "sha256:fa21a04112c59ad54f69d80e376f7f9d0f5f9123ab87ecd18fbb9ec3a2beed56"},
-    {file = "coverage-7.5.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:f5102a92855d518b0996eb197772f5ac2a527c0ec617124ad5242a3af5e25f85"},
-    {file = "coverage-7.5.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:d1da0a2e3b37b745a2b2a678a4c796462cf753aebf94edcc87dcc6b8641eae31"},
-    {file = "coverage-7.5.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8383a6c8cefba1b7cecc0149415046b6fc38836295bc4c84e820872eb5478b3d"},
-    {file = "coverage-7.5.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9aad68c3f2566dfae84bf46295a79e79d904e1c21ccfc66de88cd446f8686341"},
-    {file = "coverage-7.5.3-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2e079c9ec772fedbade9d7ebc36202a1d9ef7291bc9b3a024ca395c4d52853d7"},
-    {file = "coverage-7.5.3-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:bde997cac85fcac227b27d4fb2c7608a2c5f6558469b0eb704c5726ae49e1c52"},
-    {file = "coverage-7.5.3-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:990fb20b32990b2ce2c5f974c3e738c9358b2735bc05075d50a6f36721b8f303"},
-    {file = "coverage-7.5.3-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:3d5a67f0da401e105753d474369ab034c7bae51a4c31c77d94030d59e41df5bd"},
-    {file = "coverage-7.5.3-cp39-cp39-win32.whl", hash = "sha256:e08c470c2eb01977d221fd87495b44867a56d4d594f43739a8028f8646a51e0d"},
-    {file = "coverage-7.5.3-cp39-cp39-win_amd64.whl", hash = "sha256:1d2a830ade66d3563bb61d1e3c77c8def97b30ed91e166c67d0632c018f380f0"},
-    {file = "coverage-7.5.3-pp38.pp39.pp310-none-any.whl", hash = "sha256:3538d8fb1ee9bdd2e2692b3b18c22bb1c19ffbefd06880f5ac496e42d7bb3884"},
-    {file = "coverage-7.5.3.tar.gz", hash = "sha256:04aefca5190d1dc7a53a4c1a5a7f8568811306d7a8ee231c42fb69215571944f"},
+    {file = "coverage-7.5.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:6cfb5a4f556bb51aba274588200a46e4dd6b505fb1a5f8c5ae408222eb416f99"},
+    {file = "coverage-7.5.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2174e7c23e0a454ffe12267a10732c273243b4f2d50d07544a91198f05c48f47"},
+    {file = "coverage-7.5.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2214ee920787d85db1b6a0bd9da5f8503ccc8fcd5814d90796c2f2493a2f4d2e"},
+    {file = "coverage-7.5.4-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1137f46adb28e3813dec8c01fefadcb8c614f33576f672962e323b5128d9a68d"},
+    {file = "coverage-7.5.4-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b385d49609f8e9efc885790a5a0e89f2e3ae042cdf12958b6034cc442de428d3"},
+    {file = "coverage-7.5.4-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:b4a474f799456e0eb46d78ab07303286a84a3140e9700b9e154cfebc8f527016"},
+    {file = "coverage-7.5.4-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:5cd64adedf3be66f8ccee418473c2916492d53cbafbfcff851cbec5a8454b136"},
+    {file = "coverage-7.5.4-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:e564c2cf45d2f44a9da56f4e3a26b2236504a496eb4cb0ca7221cd4cc7a9aca9"},
+    {file = "coverage-7.5.4-cp310-cp310-win32.whl", hash = "sha256:7076b4b3a5f6d2b5d7f1185fde25b1e54eb66e647a1dfef0e2c2bfaf9b4c88c8"},
+    {file = "coverage-7.5.4-cp310-cp310-win_amd64.whl", hash = "sha256:018a12985185038a5b2bcafab04ab833a9a0f2c59995b3cec07e10074c78635f"},
+    {file = "coverage-7.5.4-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:db14f552ac38f10758ad14dd7b983dbab424e731588d300c7db25b6f89e335b5"},
+    {file = "coverage-7.5.4-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:3257fdd8e574805f27bb5342b77bc65578e98cbc004a92232106344053f319ba"},
+    {file = "coverage-7.5.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3a6612c99081d8d6134005b1354191e103ec9705d7ba2754e848211ac8cacc6b"},
+    {file = "coverage-7.5.4-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d45d3cbd94159c468b9b8c5a556e3f6b81a8d1af2a92b77320e887c3e7a5d080"},
+    {file = "coverage-7.5.4-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ed550e7442f278af76d9d65af48069f1fb84c9f745ae249c1a183c1e9d1b025c"},
+    {file = "coverage-7.5.4-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:7a892be37ca35eb5019ec85402c3371b0f7cda5ab5056023a7f13da0961e60da"},
+    {file = "coverage-7.5.4-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:8192794d120167e2a64721d88dbd688584675e86e15d0569599257566dec9bf0"},
+    {file = "coverage-7.5.4-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:820bc841faa502e727a48311948e0461132a9c8baa42f6b2b84a29ced24cc078"},
+    {file = "coverage-7.5.4-cp311-cp311-win32.whl", hash = "sha256:6aae5cce399a0f065da65c7bb1e8abd5c7a3043da9dceb429ebe1b289bc07806"},
+    {file = "coverage-7.5.4-cp311-cp311-win_amd64.whl", hash = "sha256:d2e344d6adc8ef81c5a233d3a57b3c7d5181f40e79e05e1c143da143ccb6377d"},
+    {file = "coverage-7.5.4-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:54317c2b806354cbb2dc7ac27e2b93f97096912cc16b18289c5d4e44fc663233"},
+    {file = "coverage-7.5.4-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:042183de01f8b6d531e10c197f7f0315a61e8d805ab29c5f7b51a01d62782747"},
+    {file = "coverage-7.5.4-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a6bb74ed465d5fb204b2ec41d79bcd28afccf817de721e8a807d5141c3426638"},
+    {file = "coverage-7.5.4-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b3d45ff86efb129c599a3b287ae2e44c1e281ae0f9a9bad0edc202179bcc3a2e"},
+    {file = "coverage-7.5.4-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5013ed890dc917cef2c9f765c4c6a8ae9df983cd60dbb635df8ed9f4ebc9f555"},
+    {file = "coverage-7.5.4-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:1014fbf665fef86cdfd6cb5b7371496ce35e4d2a00cda501cf9f5b9e6fced69f"},
+    {file = "coverage-7.5.4-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:3684bc2ff328f935981847082ba4fdc950d58906a40eafa93510d1b54c08a66c"},
+    {file = "coverage-7.5.4-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:581ea96f92bf71a5ec0974001f900db495488434a6928a2ca7f01eee20c23805"},
+    {file = "coverage-7.5.4-cp312-cp312-win32.whl", hash = "sha256:73ca8fbc5bc622e54627314c1a6f1dfdd8db69788f3443e752c215f29fa87a0b"},
+    {file = "coverage-7.5.4-cp312-cp312-win_amd64.whl", hash = "sha256:cef4649ec906ea7ea5e9e796e68b987f83fa9a718514fe147f538cfeda76d7a7"},
+    {file = "coverage-7.5.4-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:cdd31315fc20868c194130de9ee6bfd99755cc9565edff98ecc12585b90be882"},
+    {file = "coverage-7.5.4-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:02ff6e898197cc1e9fa375581382b72498eb2e6d5fc0b53f03e496cfee3fac6d"},
+    {file = "coverage-7.5.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d05c16cf4b4c2fc880cb12ba4c9b526e9e5d5bb1d81313d4d732a5b9fe2b9d53"},
+    {file = "coverage-7.5.4-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c5986ee7ea0795a4095ac4d113cbb3448601efca7f158ec7f7087a6c705304e4"},
+    {file = "coverage-7.5.4-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5df54843b88901fdc2f598ac06737f03d71168fd1175728054c8f5a2739ac3e4"},
+    {file = "coverage-7.5.4-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:ab73b35e8d109bffbda9a3e91c64e29fe26e03e49addf5b43d85fc426dde11f9"},
+    {file = "coverage-7.5.4-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:aea072a941b033813f5e4814541fc265a5c12ed9720daef11ca516aeacd3bd7f"},
+    {file = "coverage-7.5.4-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:16852febd96acd953b0d55fc842ce2dac1710f26729b31c80b940b9afcd9896f"},
+    {file = "coverage-7.5.4-cp38-cp38-win32.whl", hash = "sha256:8f894208794b164e6bd4bba61fc98bf6b06be4d390cf2daacfa6eca0a6d2bb4f"},
+    {file = "coverage-7.5.4-cp38-cp38-win_amd64.whl", hash = "sha256:e2afe743289273209c992075a5a4913e8d007d569a406ffed0bd080ea02b0633"},
+    {file = "coverage-7.5.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:b95c3a8cb0463ba9f77383d0fa8c9194cf91f64445a63fc26fb2327e1e1eb088"},
+    {file = "coverage-7.5.4-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:3d7564cc09dd91b5a6001754a5b3c6ecc4aba6323baf33a12bd751036c998be4"},
+    {file = "coverage-7.5.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:44da56a2589b684813f86d07597fdf8a9c6ce77f58976727329272f5a01f99f7"},
+    {file = "coverage-7.5.4-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e16f3d6b491c48c5ae726308e6ab1e18ee830b4cdd6913f2d7f77354b33f91c8"},
+    {file = "coverage-7.5.4-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dbc5958cb471e5a5af41b0ddaea96a37e74ed289535e8deca404811f6cb0bc3d"},
+    {file = "coverage-7.5.4-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:a04e990a2a41740b02d6182b498ee9796cf60eefe40cf859b016650147908029"},
+    {file = "coverage-7.5.4-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:ddbd2f9713a79e8e7242d7c51f1929611e991d855f414ca9996c20e44a895f7c"},
+    {file = "coverage-7.5.4-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:b1ccf5e728ccf83acd313c89f07c22d70d6c375a9c6f339233dcf792094bcbf7"},
+    {file = "coverage-7.5.4-cp39-cp39-win32.whl", hash = "sha256:56b4eafa21c6c175b3ede004ca12c653a88b6f922494b023aeb1e836df953ace"},
+    {file = "coverage-7.5.4-cp39-cp39-win_amd64.whl", hash = "sha256:65e528e2e921ba8fd67d9055e6b9f9e34b21ebd6768ae1c1723f4ea6ace1234d"},
+    {file = "coverage-7.5.4-pp38.pp39.pp310-none-any.whl", hash = "sha256:79b356f3dd5b26f3ad23b35c75dbdaf1f9e2450b6bcefc6d0825ea0aa3f86ca5"},
+    {file = "coverage-7.5.4.tar.gz", hash = "sha256:a44963520b069e12789d0faea4e9fdb1e410cdc4aab89d94f7f55cbb7fef0353"},
 ]
 
 [package.dependencies]
@@ -862,7 +844,6 @@ toml = ["tomli"]
 name = "cryptography"
 version = "41.0.7"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -904,35 +885,101 @@ ssh = ["bcrypt (>=3.1.5)"]
 test = ["pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
 test-randomorder = ["pytest-randomly"]
 
+[[package]]
+name = "cython"
+version = "3.0.10"
+description = "The Cython compiler for writing C extensions in the Python language."
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
+files = [
+    {file = "Cython-3.0.10-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e876272548d73583e90babda94c1299537006cad7a34e515a06c51b41f8657aa"},
+    {file = "Cython-3.0.10-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:adc377aa33c3309191e617bf675fdbb51ca727acb9dc1aa23fc698d8121f7e23"},
+    {file = "Cython-3.0.10-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:401aba1869a57aba2922ccb656a6320447e55ace42709b504c2f8e8b166f46e1"},
+    {file = "Cython-3.0.10-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:541fbe725d6534a90b93f8c577eb70924d664b227a4631b90a6e0506d1469591"},
+    {file = "Cython-3.0.10-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:86998b01f6a6d48398df8467292c7637e57f7e3a2ca68655367f13f66fed7734"},
+    {file = "Cython-3.0.10-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:d092c0ddba7e9e530a5c5be4ac06db8360258acc27675d1fc86294a5dc8994c5"},
+    {file = "Cython-3.0.10-cp310-cp310-win32.whl", hash = "sha256:3cffb666e649dba23810732497442fb339ee67ba4e0be1f0579991e83fcc2436"},
+    {file = "Cython-3.0.10-cp310-cp310-win_amd64.whl", hash = "sha256:9ea31184c7b3a728ef1f81fccb161d8948c05aa86c79f63b74fb6f3ddec860ec"},
+    {file = "Cython-3.0.10-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:051069638abfb076900b0c2bcb6facf545655b3f429e80dd14365192074af5a4"},
+    {file = "Cython-3.0.10-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:712760879600907189c7d0d346851525545484e13cd8b787e94bfd293da8ccf0"},
+    {file = "Cython-3.0.10-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:38d40fa1324ac47c04483d151f5e092406a147eac88a18aec789cf01c089c3f2"},
+    {file = "Cython-3.0.10-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5bd49a3a9fdff65446a3e1c2bfc0ec85c6ce4c3cad27cd4ad7ba150a62b7fb59"},
+    {file = "Cython-3.0.10-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:e8df79b596633b8295eaa48b1157d796775c2bb078f32267d32f3001b687f2fd"},
+    {file = "Cython-3.0.10-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:bcc9795990e525c192bc5c0775e441d7d56d7a7d02210451e9e13c0448dba51b"},
+    {file = "Cython-3.0.10-cp311-cp311-win32.whl", hash = "sha256:09f2000041db482cad3bfce94e1fa3a4c82b0e57390a164c02566cbbda8c4f12"},
+    {file = "Cython-3.0.10-cp311-cp311-win_amd64.whl", hash = "sha256:3919a55ec9b6c7db6f68a004c21c05ed540c40dbe459ced5d801d5a1f326a053"},
+    {file = "Cython-3.0.10-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:8f2864ab5fcd27a346f0b50f901ebeb8f60b25a60a575ccfd982e7f3e9674914"},
+    {file = "Cython-3.0.10-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:407840c56385b9c085826fe300213e0e76ba15d1d47daf4b58569078ecb94446"},
+    {file = "Cython-3.0.10-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5a036d00caa73550a3a976432ef21c1e3fa12637e1616aab32caded35331ae96"},
+    {file = "Cython-3.0.10-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9cc6a0e7e23a96dec3f3c9d39690d4281beabd5297855140d0d30855f950275e"},
+    {file = "Cython-3.0.10-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:a5e14a8c6a8157d2b0cdc2e8e3444905d20a0e78e19d2a097e89fb8b04b51f6b"},
+    {file = "Cython-3.0.10-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:f8a2b8fa0fd8358bccb5f3304be563c4750aae175100463d212d5ea0ec74cbe0"},
+    {file = "Cython-3.0.10-cp312-cp312-win32.whl", hash = "sha256:2d29e617fd23cf4b83afe8f93f2966566c9f565918ad1e86a4502fe825cc0a79"},
+    {file = "Cython-3.0.10-cp312-cp312-win_amd64.whl", hash = "sha256:6c5af936940a38c300977b81598d9c0901158f220a58c177820e17e1774f1cf1"},
+    {file = "Cython-3.0.10-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:5f465443917d5c0f69825fca3b52b64c74ac3de0143b1fff6db8ba5b48c9fb4a"},
+    {file = "Cython-3.0.10-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4fadb84193c25641973666e583df8df4e27c52cdc05ddce7c6f6510d690ba34a"},
+    {file = "Cython-3.0.10-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9fa9e7786083b6aa61594c16979d621b62e61fcd9c2edd4761641b95c7fb34b2"},
+    {file = "Cython-3.0.10-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f4780d0f98ce28191c4d841c4358b5d5e79d96520650910cd59904123821c52d"},
+    {file = "Cython-3.0.10-cp36-cp36m-musllinux_1_1_aarch64.whl", hash = "sha256:32fbad02d1189be75eb96456d9c73f5548078e5338d8fa153ecb0115b6ee279f"},
+    {file = "Cython-3.0.10-cp36-cp36m-musllinux_1_1_x86_64.whl", hash = "sha256:90e2f514fc753b55245351305a399463103ec18666150bb1c36779b9862388e9"},
+    {file = "Cython-3.0.10-cp36-cp36m-win32.whl", hash = "sha256:a9c976e9ec429539a4367cb4b24d15a1e46b925976f4341143f49f5f161171f5"},
+    {file = "Cython-3.0.10-cp36-cp36m-win_amd64.whl", hash = "sha256:a9bb402674788a7f4061aeef8057632ec440123e74ed0fb425308a59afdfa10e"},
+    {file = "Cython-3.0.10-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:206e803598010ecc3813db8748ed685f7beeca6c413f982df9f8a505fce56563"},
+    {file = "Cython-3.0.10-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:15b6d397f4ee5ad54e373589522af37935a32863f1b23fa8c6922adf833e28e2"},
+    {file = "Cython-3.0.10-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a181144c2f893ed8e6a994d43d0b96300bc99873f21e3b7334ca26c61c37b680"},
+    {file = "Cython-3.0.10-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b74b700d6a793113d03fb54b63bdbadba6365379424bac7c0470605672769260"},
+    {file = "Cython-3.0.10-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:076e9fd4e0ca33c5fa00a7479180dbfb62f17fe928e2909f82da814536e96d2b"},
+    {file = "Cython-3.0.10-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:269f06e6961e8591d56e30b46e1a51b6ccb42cab04c29fa3b30d3e8723485fb4"},
+    {file = "Cython-3.0.10-cp37-cp37m-win32.whl", hash = "sha256:d4e83a8ceff7af60064da4ccfce0ac82372544dd5392f1b350c34f1b04d0fae6"},
+    {file = "Cython-3.0.10-cp37-cp37m-win_amd64.whl", hash = "sha256:40fac59c3a7fbcd9c25aea64c342c890a5e2270ce64a1525e840807800167799"},
+    {file = "Cython-3.0.10-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:f43a58bf2434870d2fc42ac2e9ff8138c9e00c6251468de279d93fa279e9ba3b"},
+    {file = "Cython-3.0.10-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0e9a885ec63d3955a08cefc4eec39fefa9fe14989c6e5e2382bd4aeb6bdb9bc3"},
+    {file = "Cython-3.0.10-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:acfbe0fff364d54906058fc61f2393f38cd7fa07d344d80923937b87e339adcf"},
+    {file = "Cython-3.0.10-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8adcde00a8a88fab27509b558cd8c2959ab0c70c65d3814cfea8c68b83fa6dcd"},
+    {file = "Cython-3.0.10-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:2c9c1e3e78909488f3b16fabae02308423fa6369ed96ab1e250807d344cfffd7"},
+    {file = "Cython-3.0.10-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:fc6e0faf5b57523b073f0cdefadcaef3a51235d519a0594865925cadb3aeadf0"},
+    {file = "Cython-3.0.10-cp38-cp38-win32.whl", hash = "sha256:35f6ede7c74024ed1982832ae61c9fad7cf60cc3f5b8c6a63bb34e38bc291936"},
+    {file = "Cython-3.0.10-cp38-cp38-win_amd64.whl", hash = "sha256:950c0c7b770d2a7cec74fb6f5ccc321d0b51d151f48c075c0d0db635a60ba1b5"},
+    {file = "Cython-3.0.10-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:077b61ee789e48700e25d4a16daa4258b8e65167136e457174df400cf9b4feab"},
+    {file = "Cython-3.0.10-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:64f1f8bba9d8f37c0cffc934792b4ac7c42d0891077127c11deebe9fa0a0f7e4"},
+    {file = "Cython-3.0.10-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:651a15a8534ebfb9b58cb0b87c269c70984b6f9c88bfe65e4f635f0e3f07dfcd"},
+    {file = "Cython-3.0.10-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d10fc9aa82e5e53a0b7fd118f9771199cddac8feb4a6d8350b7d4109085aa775"},
+    {file = "Cython-3.0.10-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:4f610964ab252a83e573a427e28b103e2f1dd3c23bee54f32319f9e73c3c5499"},
+    {file = "Cython-3.0.10-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:8c9c4c4f3ab8f8c02817b0e16e8fa7b8cc880f76e9b63fe9c010e60c1a6c2b13"},
+    {file = "Cython-3.0.10-cp39-cp39-win32.whl", hash = "sha256:0bac3ccdd4e03924028220c62ae3529e17efa8ca7e9df9330de95de02f582b26"},
+    {file = "Cython-3.0.10-cp39-cp39-win_amd64.whl", hash = "sha256:81f356c1c8c0885b8435bfc468025f545c5d764aa9c75ab662616dd1193c331e"},
+    {file = "Cython-3.0.10-py2.py3-none-any.whl", hash = "sha256:fcbb679c0b43514d591577fd0d20021c55c240ca9ccafbdb82d3fb95e5edfee2"},
+    {file = "Cython-3.0.10.tar.gz", hash = "sha256:dcc96739331fb854dcf503f94607576cfe8488066c61ca50dfd55836f132de99"},
+]
+
 [[package]]
 name = "dcicutils"
-version = "8.11.0"
+version = "8.13.0"
 description = "Utility package for interacting with the 4DN Data Portal and other 4DN resources"
-category = "main"
 optional = false
-python-versions = "<3.13,>=3.8"
+python-versions = "<3.13,>=3.8.1"
 files = [
-    {file = "dcicutils-8.11.0-py3-none-any.whl", hash = "sha256:f80a5957f6dfd32a1324828f8594a619aed4b66dea152303485cb589616e2351"},
-    {file = "dcicutils-8.11.0.tar.gz", hash = "sha256:0bb909df77ef634e14e6519fa9b0f42832d40b76b6fd9ecd20ec951c5ed523b1"},
+    {file = "dcicutils-8.13.0-py3-none-any.whl", hash = "sha256:3a443d8f84d845151130b51ea276d4d04193fbbf2e98c91a92228da77ce15f39"},
+    {file = "dcicutils-8.13.0.tar.gz", hash = "sha256:34aa712026720626da2f6fa93c9c23a2888d6b6074c3b934daf509aa83220dd1"},
 ]
 
 [package.dependencies]
 appdirs = ">=1.4.4,<2.0.0"
 aws-requests-auth = ">=0.4.2,<1"
-boto3 = ">=1.34.93,<2.0.0"
-botocore = ">=1.34.93,<2.0.0"
+boto3 = ">=1.34.136,<2.0.0"
+botocore = ">=1.34.136,<2.0.0"
 chardet = ">=5.2.0,<6.0.0"
 docker = ">=4.4.4,<5.0.0"
 elasticsearch = "7.13.4"
 gitpython = ">=3.1.2,<4.0.0"
 jsonc-parser = ">=1.1.5,<2.0.0"
-jsonschema = ">=4.19.0,<5.0.0"
+jsonschema = ">=4.22.0,<5.0.0"
 openpyxl = ">=3.1.2,<4.0.0"
 opensearch-py = ">=2.0.1,<3.0.0"
 PyJWT = ">=2.6.0,<3.0.0"
 pyOpenSSL = ">=23.1.1,<24.0.0"
 pyperclip = ">=1.8.2,<2.0.0"
-pyramid = "1.10.4"
+pyramid = "1.10.8"
 pytz = ">=2020.4"
 PyYAML = ">=6.0.1,<7.0.0"
 redis = ">=4.5.1,<5.0.0"
@@ -943,14 +990,13 @@ structlog = ">=19.2.0,<20.0.0"
 toml = ">=0.10.1,<1"
 tqdm = ">=4.66.2,<5.0.0"
 typing-extensions = ">=3.8"
-urllib3 = ">=1.26.6,<2.0.0"
+urllib3 = ">=1.26.19,<2.0.0"
 webtest = ">=2.0.34,<3.0.0"
 
 [[package]]
 name = "docker"
 version = "4.4.4"
 description = "A Python library for the Docker Engine API."
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -970,18 +1016,19 @@ tls = ["cryptography (>=1.3.4)", "idna (>=2.0.0)", "pyOpenSSL (>=17.5.0)"]
 
 [[package]]
 name = "docutils"
-version = "0.20.1"
+version = "0.21.2"
 description = "Docutils -- Python Documentation Utilities"
-category = "dev"
 optional = false
-python-versions = "*"
-files = []
+python-versions = ">=3.9"
+files = [
+    {file = "docutils-0.21.2-py3-none-any.whl", hash = "sha256:dafca5b9e384f0e419294eb4d2ff9fa826435bf15f15b7bd45723e8ad76811b2"},
+    {file = "docutils-0.21.2.tar.gz", hash = "sha256:3a6b18732edf182daa3cd12775bbb338cf5691468f91eeeb109deff6ebfa986f"},
+]
 
 [[package]]
 name = "elasticsearch"
 version = "7.13.4"
 description = "Python client for Elasticsearch"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, <4"
 files = [
@@ -1003,7 +1050,6 @@ requests = ["requests (>=2.4.0,<3.0.0)"]
 name = "elasticsearch-dsl"
 version = "7.4.1"
 description = "Python client for Elasticsearch"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -1023,7 +1069,6 @@ develop = ["coverage (<5.0.0)", "mock", "pytest (>=3.0.0)", "pytest-cov", "pytes
 name = "et-xmlfile"
 version = "1.1.0"
 description = "An implementation of lxml.xmlfile for the standard library"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1035,7 +1080,6 @@ files = [
 name = "events"
 version = "0.5"
 description = "Bringing the elegance of C# EventHandler to Python"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1046,7 +1090,6 @@ files = [
 name = "exceptiongroup"
 version = "1.2.1"
 description = "Backport of PEP 654 (exception groups)"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1059,26 +1102,24 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "flake8"
-version = "7.0.0"
+version = "7.1.0"
 description = "the modular source code checker: pep8 pyflakes and co"
-category = "dev"
 optional = false
 python-versions = ">=3.8.1"
 files = [
-    {file = "flake8-7.0.0-py2.py3-none-any.whl", hash = "sha256:a6dfbb75e03252917f2473ea9653f7cd799c3064e54d4c8140044c5c065f53c3"},
-    {file = "flake8-7.0.0.tar.gz", hash = "sha256:33f96621059e65eec474169085dc92bf26e7b2d47366b70be2f67ab80dc25132"},
+    {file = "flake8-7.1.0-py2.py3-none-any.whl", hash = "sha256:2e416edcc62471a64cea09353f4e7bdba32aeb079b6e360554c659a122b1bc6a"},
+    {file = "flake8-7.1.0.tar.gz", hash = "sha256:48a07b626b55236e0fb4784ee69a465fbf59d79eec1f5b4785c3d3bc57d17aa5"},
 ]
 
 [package.dependencies]
 mccabe = ">=0.7.0,<0.8.0"
-pycodestyle = ">=2.11.0,<2.12.0"
+pycodestyle = ">=2.12.0,<2.13.0"
 pyflakes = ">=3.2.0,<3.3.0"
 
 [[package]]
 name = "flaky"
 version = "3.8.1"
 description = "Plugin for pytest that automatically reruns flaky tests."
-category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1090,7 +1131,6 @@ files = [
 name = "fqdn"
 version = "1.5.1"
 description = "Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0, !=3.1, !=3.2, !=3.3, !=3.4, <4"
 files = [
@@ -1102,7 +1142,6 @@ files = [
 name = "future"
 version = "0.18.3"
 description = "Clean single-source support for Python 3 and 2"
-category = "main"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -1113,7 +1152,6 @@ files = [
 name = "gitdb"
 version = "4.0.11"
 description = "Git Object Database"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1128,7 +1166,6 @@ smmap = ">=3.0.1,<6"
 name = "gitpython"
 version = "3.1.43"
 description = "GitPython is a Python library used to interact with Git repositories"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1147,7 +1184,6 @@ test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit",
 name = "greenlet"
 version = "3.0.3"
 description = "Lightweight in-process concurrent programming"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1219,7 +1255,6 @@ test = ["objgraph", "psutil"]
 name = "html5lib"
 version = "1.1"
 description = "HTML parser based on the WHATWG HTML specification"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -1241,7 +1276,6 @@ lxml = ["lxml"]
 name = "humanfriendly"
 version = "1.44.9"
 description = "Human friendly output for text interfaces using Python"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1253,7 +1287,6 @@ files = [
 name = "hupper"
 version = "1.12.1"
 description = "Integrated process monitor for developing and reloading daemons."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1269,7 +1302,6 @@ testing = ["mock", "pytest", "pytest-cov", "watchdog"]
 name = "idna"
 version = "3.7"
 description = "Internationalized Domain Names in Applications (IDNA)"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1277,30 +1309,10 @@ files = [
     {file = "idna-3.7.tar.gz", hash = "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc"},
 ]
 
-[[package]]
-name = "importlib-resources"
-version = "6.4.0"
-description = "Read resources from Python packages"
-category = "main"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "importlib_resources-6.4.0-py3-none-any.whl", hash = "sha256:50d10f043df931902d4194ea07ec57960f66a80449ff867bfe782b4c486ba78c"},
-    {file = "importlib_resources-6.4.0.tar.gz", hash = "sha256:cdb2b453b8046ca4e3798eb1d84f3cce1446a0e8e7b5ef4efb600f19fc398145"},
-]
-
-[package.dependencies]
-zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["jaraco.test (>=5.4)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"]
-
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1312,7 +1324,6 @@ files = [
 name = "isodate"
 version = "0.6.1"
 description = "An ISO 8601 date/time/duration parser and formatter"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1327,7 +1338,6 @@ six = "*"
 name = "isoduration"
 version = "20.11.0"
 description = "Operations with ISO 8601 durations"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1342,7 +1352,6 @@ arrow = ">=0.15.0"
 name = "jinja2"
 version = "3.1.4"
 description = "A very fast and expressive template engine."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1360,7 +1369,6 @@ i18n = ["Babel (>=2.7)"]
 name = "jmespath"
 version = "1.0.1"
 description = "JSON Matching Expressions"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1368,11 +1376,21 @@ files = [
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
 ]
 
+[[package]]
+name = "joblib"
+version = "1.4.2"
+description = "Lightweight pipelining with Python functions"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "joblib-1.4.2-py3-none-any.whl", hash = "sha256:06d478d5674cbc267e7496a410ee875abd68e4340feff4490bcb7afb88060ae6"},
+    {file = "joblib-1.4.2.tar.gz", hash = "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"},
+]
+
 [[package]]
 name = "jsonc-parser"
 version = "1.1.5"
 description = "A lightweight, native tool for parsing .jsonc files"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1384,7 +1402,6 @@ files = [
 name = "jsonpointer"
 version = "3.0.0"
 description = "Identify specific nodes in a JSON document (RFC 6901)"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1396,7 +1413,6 @@ files = [
 name = "jsonschema"
 version = "4.22.0"
 description = "An implementation of JSON Schema validation for Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1408,11 +1424,9 @@ files = [
 attrs = ">=22.2.0"
 fqdn = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 idna = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
-importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
 isoduration = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 jsonpointer = {version = ">1.13", optional = true, markers = "extra == \"format-nongpl\""}
 jsonschema-specifications = ">=2023.03.6"
-pkgutil-resolve-name = {version = ">=1.3.10", markers = "python_version < \"3.9\""}
 referencing = ">=0.28.4"
 rfc3339-validator = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 rfc3986-validator = {version = ">0.1.0", optional = true, markers = "extra == \"format-nongpl\""}
@@ -1428,7 +1442,6 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 name = "jsonschema-specifications"
 version = "2023.12.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1437,14 +1450,12 @@ files = [
 ]
 
 [package.dependencies]
-importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
 referencing = ">=0.31.0"
 
 [[package]]
 name = "markupsafe"
 version = "2.1.5"
 description = "Safely add untrusted strings to HTML/XML markup."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1514,7 +1525,6 @@ files = [
 name = "mccabe"
 version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1526,7 +1536,6 @@ files = [
 name = "mirakuru"
 version = "2.5.2"
 description = "Process executor (not only) for tests."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1541,7 +1550,6 @@ psutil = {version = ">=4.0.0", markers = "sys_platform != \"cygwin\""}
 name = "moto"
 version = "4.2.14"
 description = ""
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1586,7 +1594,6 @@ xray = ["aws-xray-sdk (>=0.93,!=0.96)", "setuptools"]
 name = "netaddr"
 version = "0.10.1"
 description = "A network address manipulation library for Python"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1594,16 +1601,60 @@ files = [
     {file = "netaddr-0.10.1.tar.gz", hash = "sha256:f4da4222ca8c3f43c8e18a8263e5426c750a3a837fdfeccf74c68d0408eaa3bf"},
 ]
 
+[[package]]
+name = "numpy"
+version = "1.26.4"
+description = "Fundamental package for array computing in Python"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "numpy-1.26.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9ff0f4f29c51e2803569d7a51c2304de5554655a60c5d776e35b4a41413830d0"},
+    {file = "numpy-1.26.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2e4ee3380d6de9c9ec04745830fd9e2eccb3e6cf790d39d7b98ffd19b0dd754a"},
+    {file = "numpy-1.26.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d209d8969599b27ad20994c8e41936ee0964e6da07478d6c35016bc386b66ad4"},
+    {file = "numpy-1.26.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ffa75af20b44f8dba823498024771d5ac50620e6915abac414251bd971b4529f"},
+    {file = "numpy-1.26.4-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:62b8e4b1e28009ef2846b4c7852046736bab361f7aeadeb6a5b89ebec3c7055a"},
+    {file = "numpy-1.26.4-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:a4abb4f9001ad2858e7ac189089c42178fcce737e4169dc61321660f1a96c7d2"},
+    {file = "numpy-1.26.4-cp310-cp310-win32.whl", hash = "sha256:bfe25acf8b437eb2a8b2d49d443800a5f18508cd811fea3181723922a8a82b07"},
+    {file = "numpy-1.26.4-cp310-cp310-win_amd64.whl", hash = "sha256:b97fe8060236edf3662adfc2c633f56a08ae30560c56310562cb4f95500022d5"},
+    {file = "numpy-1.26.4-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:4c66707fabe114439db9068ee468c26bbdf909cac0fb58686a42a24de1760c71"},
+    {file = "numpy-1.26.4-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:edd8b5fe47dab091176d21bb6de568acdd906d1887a4584a15a9a96a1dca06ef"},
+    {file = "numpy-1.26.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7ab55401287bfec946ced39700c053796e7cc0e3acbef09993a9ad2adba6ca6e"},
+    {file = "numpy-1.26.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:666dbfb6ec68962c033a450943ded891bed2d54e6755e35e5835d63f4f6931d5"},
+    {file = "numpy-1.26.4-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:96ff0b2ad353d8f990b63294c8986f1ec3cb19d749234014f4e7eb0112ceba5a"},
+    {file = "numpy-1.26.4-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:60dedbb91afcbfdc9bc0b1f3f402804070deed7392c23eb7a7f07fa857868e8a"},
+    {file = "numpy-1.26.4-cp311-cp311-win32.whl", hash = "sha256:1af303d6b2210eb850fcf03064d364652b7120803a0b872f5211f5234b399f20"},
+    {file = "numpy-1.26.4-cp311-cp311-win_amd64.whl", hash = "sha256:cd25bcecc4974d09257ffcd1f098ee778f7834c3ad767fe5db785be9a4aa9cb2"},
+    {file = "numpy-1.26.4-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:b3ce300f3644fb06443ee2222c2201dd3a89ea6040541412b8fa189341847218"},
+    {file = "numpy-1.26.4-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:03a8c78d01d9781b28a6989f6fa1bb2c4f2d51201cf99d3dd875df6fbd96b23b"},
+    {file = "numpy-1.26.4-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9fad7dcb1aac3c7f0584a5a8133e3a43eeb2fe127f47e3632d43d677c66c102b"},
+    {file = "numpy-1.26.4-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:675d61ffbfa78604709862923189bad94014bef562cc35cf61d3a07bba02a7ed"},
+    {file = "numpy-1.26.4-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:ab47dbe5cc8210f55aa58e4805fe224dac469cde56b9f731a4c098b91917159a"},
+    {file = "numpy-1.26.4-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:1dda2e7b4ec9dd512f84935c5f126c8bd8b9f2fc001e9f54af255e8c5f16b0e0"},
+    {file = "numpy-1.26.4-cp312-cp312-win32.whl", hash = "sha256:50193e430acfc1346175fcbdaa28ffec49947a06918b7b92130744e81e640110"},
+    {file = "numpy-1.26.4-cp312-cp312-win_amd64.whl", hash = "sha256:08beddf13648eb95f8d867350f6a018a4be2e5ad54c8d8caed89ebca558b2818"},
+    {file = "numpy-1.26.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:7349ab0fa0c429c82442a27a9673fc802ffdb7c7775fad780226cb234965e53c"},
+    {file = "numpy-1.26.4-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:52b8b60467cd7dd1e9ed082188b4e6bb35aa5cdd01777621a1658910745b90be"},
+    {file = "numpy-1.26.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d5241e0a80d808d70546c697135da2c613f30e28251ff8307eb72ba696945764"},
+    {file = "numpy-1.26.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f870204a840a60da0b12273ef34f7051e98c3b5961b61b0c2c1be6dfd64fbcd3"},
+    {file = "numpy-1.26.4-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:679b0076f67ecc0138fd2ede3a8fd196dddc2ad3254069bcb9faf9a79b1cebcd"},
+    {file = "numpy-1.26.4-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:47711010ad8555514b434df65f7d7b076bb8261df1ca9bb78f53d3b2db02e95c"},
+    {file = "numpy-1.26.4-cp39-cp39-win32.whl", hash = "sha256:a354325ee03388678242a4d7ebcd08b5c727033fcff3b2f536aea978e15ee9e6"},
+    {file = "numpy-1.26.4-cp39-cp39-win_amd64.whl", hash = "sha256:3373d5d70a5fe74a2c1bb6d2cfd9609ecf686d47a2d7b1d37a8f3b6bf6003aea"},
+    {file = "numpy-1.26.4-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:afedb719a9dcfc7eaf2287b839d8198e06dcd4cb5d276a3df279231138e83d30"},
+    {file = "numpy-1.26.4-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:95a7476c59002f2f6c590b9b7b998306fba6a5aa646b1e22ddfeaf8f78c3a29c"},
+    {file = "numpy-1.26.4-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:7e50d0a0cc3189f9cb0aeb3a6a6af18c16f59f004b866cd2be1c14b36134a4a0"},
+    {file = "numpy-1.26.4.tar.gz", hash = "sha256:2a02aba9ed12e4ac4eb3ea9421c420301a0c6460d9830d74a9df87efa4912010"},
+]
+
 [[package]]
 name = "openpyxl"
-version = "3.1.3"
+version = "3.1.5"
 description = "A Python library to read/write Excel 2010 xlsx/xlsm files"
-category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
-    {file = "openpyxl-3.1.3-py2.py3-none-any.whl", hash = "sha256:25071b558db709de9e8782c3d3e058af3b23ffb2fc6f40c8f0c45a154eced2c3"},
-    {file = "openpyxl-3.1.3.tar.gz", hash = "sha256:8dd482e5350125b2388070bb2477927be2e8ebc27df61178709bc8c8751da2f9"},
+    {file = "openpyxl-3.1.5-py2.py3-none-any.whl", hash = "sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2"},
+    {file = "openpyxl-3.1.5.tar.gz", hash = "sha256:cf0e3cf56142039133628b5acffe8ef0c12bc902d2aadd3e0fe5878dc08d1050"},
 ]
 
 [package.dependencies]
@@ -1613,7 +1664,6 @@ et-xmlfile = "*"
 name = "opensearch-py"
 version = "2.6.0"
 description = "Python client for OpenSearch"
-category = "main"
 optional = false
 python-versions = "<4,>=3.8"
 files = [
@@ -1642,7 +1692,6 @@ kerberos = ["requests-kerberos"]
 name = "packaging"
 version = "24.1"
 description = "Core utilities for Python packages"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1650,11 +1699,83 @@ files = [
     {file = "packaging-24.1.tar.gz", hash = "sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002"},
 ]
 
+[[package]]
+name = "pandas"
+version = "2.2.2"
+description = "Powerful data structures for data analysis, time series, and statistics"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "pandas-2.2.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:90c6fca2acf139569e74e8781709dccb6fe25940488755716d1d354d6bc58bce"},
+    {file = "pandas-2.2.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c7adfc142dac335d8c1e0dcbd37eb8617eac386596eb9e1a1b77791cf2498238"},
+    {file = "pandas-2.2.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4abfe0be0d7221be4f12552995e58723c7422c80a659da13ca382697de830c08"},
+    {file = "pandas-2.2.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8635c16bf3d99040fdf3ca3db669a7250ddf49c55dc4aa8fe0ae0fa8d6dcc1f0"},
+    {file = "pandas-2.2.2-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:40ae1dffb3967a52203105a077415a86044a2bea011b5f321c6aa64b379a3f51"},
+    {file = "pandas-2.2.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:8e5a0b00e1e56a842f922e7fae8ae4077aee4af0acb5ae3622bd4b4c30aedf99"},
+    {file = "pandas-2.2.2-cp310-cp310-win_amd64.whl", hash = "sha256:ddf818e4e6c7c6f4f7c8a12709696d193976b591cc7dc50588d3d1a6b5dc8772"},
+    {file = "pandas-2.2.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:696039430f7a562b74fa45f540aca068ea85fa34c244d0deee539cb6d70aa288"},
+    {file = "pandas-2.2.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:8e90497254aacacbc4ea6ae5e7a8cd75629d6ad2b30025a4a8b09aa4faf55151"},
+    {file = "pandas-2.2.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:58b84b91b0b9f4bafac2a0ac55002280c094dfc6402402332c0913a59654ab2b"},
+    {file = "pandas-2.2.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6d2123dc9ad6a814bcdea0f099885276b31b24f7edf40f6cdbc0912672e22eee"},
+    {file = "pandas-2.2.2-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:2925720037f06e89af896c70bca73459d7e6a4be96f9de79e2d440bd499fe0db"},
+    {file = "pandas-2.2.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:0cace394b6ea70c01ca1595f839cf193df35d1575986e484ad35c4aeae7266c1"},
+    {file = "pandas-2.2.2-cp311-cp311-win_amd64.whl", hash = "sha256:873d13d177501a28b2756375d59816c365e42ed8417b41665f346289adc68d24"},
+    {file = "pandas-2.2.2-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:9dfde2a0ddef507a631dc9dc4af6a9489d5e2e740e226ad426a05cabfbd7c8ef"},
+    {file = "pandas-2.2.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:e9b79011ff7a0f4b1d6da6a61aa1aa604fb312d6647de5bad20013682d1429ce"},
+    {file = "pandas-2.2.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1cb51fe389360f3b5a4d57dbd2848a5f033350336ca3b340d1c53a1fad33bcad"},
+    {file = "pandas-2.2.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:eee3a87076c0756de40b05c5e9a6069c035ba43e8dd71c379e68cab2c20f16ad"},
+    {file = "pandas-2.2.2-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:3e374f59e440d4ab45ca2fffde54b81ac3834cf5ae2cdfa69c90bc03bde04d76"},
+    {file = "pandas-2.2.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:43498c0bdb43d55cb162cdc8c06fac328ccb5d2eabe3cadeb3529ae6f0517c32"},
+    {file = "pandas-2.2.2-cp312-cp312-win_amd64.whl", hash = "sha256:d187d355ecec3629624fccb01d104da7d7f391db0311145817525281e2804d23"},
+    {file = "pandas-2.2.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:0ca6377b8fca51815f382bd0b697a0814c8bda55115678cbc94c30aacbb6eff2"},
+    {file = "pandas-2.2.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:9057e6aa78a584bc93a13f0a9bf7e753a5e9770a30b4d758b8d5f2a62a9433cd"},
+    {file = "pandas-2.2.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:001910ad31abc7bf06f49dcc903755d2f7f3a9186c0c040b827e522e9cef0863"},
+    {file = "pandas-2.2.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:66b479b0bd07204e37583c191535505410daa8df638fd8e75ae1b383851fe921"},
+    {file = "pandas-2.2.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:a77e9d1c386196879aa5eb712e77461aaee433e54c68cf253053a73b7e49c33a"},
+    {file = "pandas-2.2.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:92fd6b027924a7e178ac202cfbe25e53368db90d56872d20ffae94b96c7acc57"},
+    {file = "pandas-2.2.2-cp39-cp39-win_amd64.whl", hash = "sha256:640cef9aa381b60e296db324337a554aeeb883ead99dc8f6c18e81a93942f5f4"},
+    {file = "pandas-2.2.2.tar.gz", hash = "sha256:9e79019aba43cb4fda9e4d983f8e88ca0373adbb697ae9c6c43093218de28b54"},
+]
+
+[package.dependencies]
+numpy = [
+    {version = ">=1.22.4", markers = "python_version < \"3.11\""},
+    {version = ">=1.23.2", markers = "python_version == \"3.11\""},
+    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
+]
+python-dateutil = ">=2.8.2"
+pytz = ">=2020.1"
+tzdata = ">=2022.7"
+
+[package.extras]
+all = ["PyQt5 (>=5.15.9)", "SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "adbc-driver-sqlite (>=0.8.0)", "beautifulsoup4 (>=4.11.2)", "bottleneck (>=1.3.6)", "dataframe-api-compat (>=0.1.7)", "fastparquet (>=2022.12.0)", "fsspec (>=2022.11.0)", "gcsfs (>=2022.11.0)", "html5lib (>=1.1)", "hypothesis (>=6.46.1)", "jinja2 (>=3.1.2)", "lxml (>=4.9.2)", "matplotlib (>=3.6.3)", "numba (>=0.56.4)", "numexpr (>=2.8.4)", "odfpy (>=1.4.1)", "openpyxl (>=3.1.0)", "pandas-gbq (>=0.19.0)", "psycopg2 (>=2.9.6)", "pyarrow (>=10.0.1)", "pymysql (>=1.0.2)", "pyreadstat (>=1.2.0)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)", "python-calamine (>=0.1.7)", "pyxlsb (>=1.0.10)", "qtpy (>=2.3.0)", "s3fs (>=2022.11.0)", "scipy (>=1.10.0)", "tables (>=3.8.0)", "tabulate (>=0.9.0)", "xarray (>=2022.12.0)", "xlrd (>=2.0.1)", "xlsxwriter (>=3.0.5)", "zstandard (>=0.19.0)"]
+aws = ["s3fs (>=2022.11.0)"]
+clipboard = ["PyQt5 (>=5.15.9)", "qtpy (>=2.3.0)"]
+compression = ["zstandard (>=0.19.0)"]
+computation = ["scipy (>=1.10.0)", "xarray (>=2022.12.0)"]
+consortium-standard = ["dataframe-api-compat (>=0.1.7)"]
+excel = ["odfpy (>=1.4.1)", "openpyxl (>=3.1.0)", "python-calamine (>=0.1.7)", "pyxlsb (>=1.0.10)", "xlrd (>=2.0.1)", "xlsxwriter (>=3.0.5)"]
+feather = ["pyarrow (>=10.0.1)"]
+fss = ["fsspec (>=2022.11.0)"]
+gcp = ["gcsfs (>=2022.11.0)", "pandas-gbq (>=0.19.0)"]
+hdf5 = ["tables (>=3.8.0)"]
+html = ["beautifulsoup4 (>=4.11.2)", "html5lib (>=1.1)", "lxml (>=4.9.2)"]
+mysql = ["SQLAlchemy (>=2.0.0)", "pymysql (>=1.0.2)"]
+output-formatting = ["jinja2 (>=3.1.2)", "tabulate (>=0.9.0)"]
+parquet = ["pyarrow (>=10.0.1)"]
+performance = ["bottleneck (>=1.3.6)", "numba (>=0.56.4)", "numexpr (>=2.8.4)"]
+plot = ["matplotlib (>=3.6.3)"]
+postgresql = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "psycopg2 (>=2.9.6)"]
+pyarrow = ["pyarrow (>=10.0.1)"]
+spss = ["pyreadstat (>=1.2.0)"]
+sql-other = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "adbc-driver-sqlite (>=0.8.0)"]
+test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)"]
+xml = ["lxml (>=4.9.2)"]
+
 [[package]]
 name = "passlib"
 version = "1.7.4"
 description = "comprehensive password hashing framework supporting over 30 schemes"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1672,7 +1793,6 @@ totp = ["cryptography"]
 name = "pastedeploy"
 version = "1.5.2"
 description = "Load, configure, and compose WSGI applications and servers"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1683,11 +1803,28 @@ files = [
 [package.extras]
 paste = ["Paste"]
 
+[[package]]
+name = "patsy"
+version = "0.5.6"
+description = "A Python package for describing statistical models and for building design matrices."
+optional = false
+python-versions = "*"
+files = [
+    {file = "patsy-0.5.6-py2.py3-none-any.whl", hash = "sha256:19056886fd8fa71863fa32f0eb090267f21fb74be00f19f5c70b2e9d76c883c6"},
+    {file = "patsy-0.5.6.tar.gz", hash = "sha256:95c6d47a7222535f84bff7f63d7303f2e297747a598db89cf5c67f0c0c7d2cdb"},
+]
+
+[package.dependencies]
+numpy = ">=1.4"
+six = "*"
+
+[package.extras]
+test = ["pytest", "pytest-cov", "scipy"]
+
 [[package]]
 name = "pillow"
 version = "9.5.0"
 description = "Python Imaging Library (Fork)"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1765,26 +1902,24 @@ tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "pa
 
 [[package]]
 name = "pip"
-version = "24.0"
+version = "24.1.1"
 description = "The PyPA recommended tool for installing Python packages."
-category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "pip-24.0-py3-none-any.whl", hash = "sha256:ba0d021a166865d2265246961bec0152ff124de910c5cc39f1156ce3fa7c69dc"},
-    {file = "pip-24.0.tar.gz", hash = "sha256:ea9bd1a847e8c5774a5777bb398c19e80bcd4e2aa16a4b301b718fe6f593aba2"},
+    {file = "pip-24.1.1-py3-none-any.whl", hash = "sha256:efca15145a95e95c00608afeab66311d40bfb73bb2266a855befd705e6bb15a0"},
+    {file = "pip-24.1.1.tar.gz", hash = "sha256:5aa64f65e1952733ee0a9a9b1f52496ebdb3f3077cc46f80a16d983b58d1180a"},
 ]
 
 [[package]]
 name = "pipdeptree"
-version = "2.22.0"
+version = "2.23.0"
 description = "Command line utility to show dependency tree of packages."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pipdeptree-2.22.0-py3-none-any.whl", hash = "sha256:2eeb0b7925084e8d992bd5bdc00e24fd368b8ca28c003e9049dcb39a15b9614b"},
-    {file = "pipdeptree-2.22.0.tar.gz", hash = "sha256:6e1728ee922d102b0ffbdcabf1388f0a44d69d221bb746083b815e3da9f47396"},
+    {file = "pipdeptree-2.23.0-py3-none-any.whl", hash = "sha256:61e020f2bef08fd4584c50dafe3367f0e9e8b6f6eec9e4c2898bc8a95ff9a4df"},
+    {file = "pipdeptree-2.23.0.tar.gz", hash = "sha256:09597cbee3f42857c8de78e51b7646d389a294b2faf4cd833a206e69a615ebcd"},
 ]
 
 [package.dependencies]
@@ -1795,23 +1930,10 @@ pip = ">=23.1.2"
 graphviz = ["graphviz (>=0.20.1)"]
 test = ["covdefaults (>=2.3)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-console-scripts (>=1.4.1)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "virtualenv (>=20.25,<21)"]
 
-[[package]]
-name = "pkgutil-resolve-name"
-version = "1.3.10"
-description = "Resolve a name to an object."
-category = "main"
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "pkgutil_resolve_name-1.3.10-py3-none-any.whl", hash = "sha256:ca27cc078d25c5ad71a9de0a7a330146c4e014c2462d9af19c6b828280649c5e"},
-    {file = "pkgutil_resolve_name-1.3.10.tar.gz", hash = "sha256:357d6c9e6a755653cfd78893817c0853af365dd51ec97f3d358a819373bbd174"},
-]
-
 [[package]]
 name = "plaster"
 version = "1.0"
 description = "A loader interface around multiple config file formats."
-category = "main"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
 files = [
@@ -1830,7 +1952,6 @@ testing = ["pytest", "pytest-cov"]
 name = "plaster-pastedeploy"
 version = "0.6"
 description = "A loader implementing the PasteDeploy syntax to be used by plaster."
-category = "main"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
 files = [
@@ -1849,7 +1970,6 @@ testing = ["pytest", "pytest-cov"]
 name = "pluggy"
 version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1861,11 +1981,61 @@ files = [
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
 
+[[package]]
+name = "pmdarima"
+version = "2.0.4"
+description = "Python's forecast::auto.arima equivalent"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "pmdarima-2.0.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:8e6c16672e0f122e63ab1d7282a362c762783264a07636bbc9d4ae3d58ac7605"},
+    {file = "pmdarima-2.0.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c9a839a477100331c47aa8a841c198ecb0b3fab4aff958622d31fec86d2aea76"},
+    {file = "pmdarima-2.0.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ccd9e2186ba1ef45006f6c88dc9ecd6121ddb8914114bebcfa0d42899b40ced7"},
+    {file = "pmdarima-2.0.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:165bdf787f5dafd5faab543d20524413b765d9cb6f020f0e1846551e7678414a"},
+    {file = "pmdarima-2.0.4-cp310-cp310-win_amd64.whl", hash = "sha256:cbde33812c37f441ba70d9e7b0479c758d56ad77a8dcbdead1fb8baad9aee806"},
+    {file = "pmdarima-2.0.4-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:8d961c99b445e53eadf6627c61bf800f403bd247b7ec2f62c6dfe8a0b1bcbf0b"},
+    {file = "pmdarima-2.0.4-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:78e815c51074411bbe8433a912af4cc8dac394d9330cfedf57dd5ce08efe4a65"},
+    {file = "pmdarima-2.0.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8022484256492bc425f0053b3a0346ab0a877f0f668664be738fe07f6b423c08"},
+    {file = "pmdarima-2.0.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:46677b68efffde66aa1291799b39b91420961967fa2b6e041e26bb263782d38d"},
+    {file = "pmdarima-2.0.4-cp311-cp311-win_amd64.whl", hash = "sha256:bc594dd981bca5217b4448c96e82dbd60553b07263517a5cb0510b4bfe66ded1"},
+    {file = "pmdarima-2.0.4-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:62a4ff308fbb5074a66c0877ba6b472d0fc406cbc0b5a2dba7e8fa800c9dd8ca"},
+    {file = "pmdarima-2.0.4-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:7e215ec6130b917843d26e0698637f976e4a6cc9dbd521bf44547668d08f058a"},
+    {file = "pmdarima-2.0.4-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3d837bc00266a234d9292914f19a67e04ca8361d9c309b70fc8f16c1ed863551"},
+    {file = "pmdarima-2.0.4-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8790bff665a5ebaa36ddbbfd0e8ea51ad2e5809270dc74d462d5c2498b26220f"},
+    {file = "pmdarima-2.0.4-cp312-cp312-win_amd64.whl", hash = "sha256:a8bf7913bdbd0e286489b2111080a0f51f5d9d3ee5e05b7011a691207047ddcf"},
+    {file = "pmdarima-2.0.4-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:5bce63dca165948a2311eff0c200e57370829855fce6e7d3fe930497f2f9fc04"},
+    {file = "pmdarima-2.0.4-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4c1ed01cbb399d9cdbe3f12f2ef505a144826769ec3ad75f6075cadbe8447a13"},
+    {file = "pmdarima-2.0.4-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:73060d28ffabeae7374ab48ba7882b29ae6998de3e3e34f5484c64e0baefda0d"},
+    {file = "pmdarima-2.0.4-cp37-cp37m-win_amd64.whl", hash = "sha256:776e21e076393c6fe86895ffe71e6769c9b3fe0dffb92d6f6558657580cf0a42"},
+    {file = "pmdarima-2.0.4-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:ec865e8fb07378c470f3e41a77d6705875a674cefbe6c0185e9bc070e642da5c"},
+    {file = "pmdarima-2.0.4-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:670ca1f93ed4f8239e7fbd7d1dd156108899e15e8fb0717b2b3fa605fa6ace35"},
+    {file = "pmdarima-2.0.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ab1ee166f511d2497d6b357bf0cac84326efff25349eb777aea5b030ed6bf8bb"},
+    {file = "pmdarima-2.0.4-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d9ead43510adfe3c0d4000e37427bfcf11ba6cc3b26091368a847c5da010e052"},
+    {file = "pmdarima-2.0.4-cp38-cp38-win_amd64.whl", hash = "sha256:c1213f3fa1e3ced9796f4092f9bd4be1881205f77bc2f5a1494695134a92000e"},
+    {file = "pmdarima-2.0.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:6e0e3c90e7a91b44599f08cd9c62880466860e76bd1b0ca2d2ff8e72834a1a7f"},
+    {file = "pmdarima-2.0.4-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:8fe612384e4989f010dacdefbff874231f5b7351dfb84bcbfe9ed8d718fc4115"},
+    {file = "pmdarima-2.0.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:db842d97905b171c867aae1a492b8c958ec1bae987c3ee41c561a06d99a19efd"},
+    {file = "pmdarima-2.0.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a03936d681c720b0e44565d099de2619b762cb9d443f3043de9a78888aff6bb2"},
+    {file = "pmdarima-2.0.4-cp39-cp39-win_amd64.whl", hash = "sha256:13ba7061d4e9d48f21e1c393bfaa3d6b31f60a8c97ddbe8d455fa675c594f9e4"},
+    {file = "pmdarima-2.0.4.tar.gz", hash = "sha256:b87f9d9f5b7dc2ddbd053687c2264e26ac98fd4118e843c7e9bc3dd7343e5c1a"},
+]
+
+[package.dependencies]
+Cython = ">=0.29,<0.29.18 || >0.29.18,<0.29.31 || >0.29.31"
+joblib = ">=0.11"
+numpy = ">=1.21.2"
+packaging = ">=17.1"
+pandas = ">=0.19"
+scikit-learn = ">=0.22"
+scipy = ">=1.3.2"
+setuptools = ">=38.6.0,<50.0.0 || >50.0.0"
+statsmodels = ">=0.13.2"
+urllib3 = "*"
+
 [[package]]
 name = "port-for"
 version = "0.7.2"
 description = "Utility that helps with local TCP ports management. It can find an unused TCP localhost port and remember the association."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1877,7 +2047,6 @@ files = [
 name = "psutil"
 version = "5.9.8"
 description = "Cross-platform lib for process and system monitoring in Python."
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 files = [
@@ -1906,7 +2075,6 @@ test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
 name = "psycopg2-binary"
 version = "2.9.9"
 description = "psycopg2 - Python-PostgreSQL Database Adapter"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1988,7 +2156,6 @@ files = [
 name = "pybrowserid"
 version = "0.14.0"
 description = "Python library for the BrowserID Protocol"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2001,21 +2168,19 @@ requests = "*"
 
 [[package]]
 name = "pycodestyle"
-version = "2.11.1"
+version = "2.12.0"
 description = "Python style guide checker"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pycodestyle-2.11.1-py2.py3-none-any.whl", hash = "sha256:44fe31000b2d866f2e41841b18528a505fbd7fef9017b04eff4e2648a0fadc67"},
-    {file = "pycodestyle-2.11.1.tar.gz", hash = "sha256:41ba0e7afc9752dfb53ced5489e89f8186be00e599e712660695b7a75ff2663f"},
+    {file = "pycodestyle-2.12.0-py2.py3-none-any.whl", hash = "sha256:949a39f6b86c3e1515ba1787c2022131d165a8ad271b11370a8819aa070269e4"},
+    {file = "pycodestyle-2.12.0.tar.gz", hash = "sha256:442f950141b4f43df752dd303511ffded3a04c2b6fb7f65980574f0c31e6e79c"},
 ]
 
 [[package]]
 name = "pycparser"
 version = "2.22"
 description = "C parser in Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2027,7 +2192,6 @@ files = [
 name = "pyflakes"
 version = "3.2.0"
 description = "passive checker of Python programs"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2039,7 +2203,6 @@ files = [
 name = "pyjwt"
 version = "2.8.0"
 description = "JSON Web Token implementation in Python"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2057,7 +2220,6 @@ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 name = "pyopenssl"
 version = "23.3.0"
 description = "Python wrapper module around the OpenSSL library"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2076,7 +2238,6 @@ test = ["flaky", "pretend", "pytest (>=3.0.1)"]
 name = "pyparsing"
 version = "3.1.2"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
-category = "main"
 optional = false
 python-versions = ">=3.6.8"
 files = [
@@ -2089,25 +2250,23 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pyperclip"
-version = "1.8.2"
+version = "1.9.0"
 description = "A cross-platform clipboard module for Python. (Only handles plain text for now.)"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
-    {file = "pyperclip-1.8.2.tar.gz", hash = "sha256:105254a8b04934f0bc84e9c24eb360a591aaf6535c9def5f29d92af107a9bf57"},
+    {file = "pyperclip-1.9.0.tar.gz", hash = "sha256:b7de0142ddc81bfc5c7507eea19da920b92252b548b96186caf94a5e2527d310"},
 ]
 
 [[package]]
 name = "pyramid"
-version = "1.10.4"
+version = "1.10.8"
 description = "The Pyramid Web Framework, a Pylons project"
-category = "main"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
 files = [
-    {file = "pyramid-1.10.4-py2.py3-none-any.whl", hash = "sha256:51bf64647345237c00d2fe558935e0e4938c156e29f17e203457fd8e1d757dc7"},
-    {file = "pyramid-1.10.4.tar.gz", hash = "sha256:d80ccb8cfa550139b50801591d4ca8a5575334adb493c402fce2312f55d07d66"},
+    {file = "pyramid-1.10.8-py2.py3-none-any.whl", hash = "sha256:06e99d3174586921490203288e2cc9cd43d12992306f924ca32a2c59233386a9"},
+    {file = "pyramid-1.10.8.tar.gz", hash = "sha256:b7cd66595bef92f81764b976ddde2b2fa8e4f5f325e02f65f6ec7f3708b29cf6"},
 ]
 
 [package.dependencies]
@@ -2122,14 +2281,13 @@ webob = ">=1.8.3"
 "zope.interface" = ">=3.8.0"
 
 [package.extras]
-docs = ["Sphinx (>=1.8.1)", "docutils", "pylons-sphinx-latesturl", "pylons-sphinx-themes (>=1.0.8)", "repoze.sphinx.autointerface", "sphinxcontrib-autoprogram"]
+docs = ["Sphinx (>=3.0.0)", "docutils", "pylons-sphinx-latesturl", "pylons-sphinx-themes (>=1.0.8)", "repoze.sphinx.autointerface", "sphinxcontrib-autoprogram"]
 testing = ["coverage", "nose", "virtualenv", "webtest (>=1.3.1)", "zope.component (>=4.0)"]
 
 [[package]]
 name = "pyramid-multiauth"
 version = "0.9.0"
 description = "pyramid_multiauth"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2144,7 +2302,6 @@ pyramid = "*"
 name = "pyramid-retry"
 version = "1.0"
 description = "An execution policy for Pyramid that supports retrying requests after certain failure exceptions."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2164,7 +2321,6 @@ testing = ["WebTest", "pytest", "pytest-cov"]
 name = "pyramid-tm"
 version = "2.5"
 description = "A package which allows Pyramid requests to join the active transaction"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2184,7 +2340,6 @@ testing = ["WebTest", "coverage (>=5.0)", "pytest", "pytest-cov"]
 name = "pyramid-translogger"
 version = "0.1"
 description = "access log logger tween (almost stolen from Paste.translogger)"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2198,7 +2353,6 @@ setuptools = "*"
 name = "pytest"
 version = "7.4.4"
 description = "pytest: simple powerful testing with Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2221,7 +2375,6 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no
 name = "pytest-cov"
 version = "5.0.0"
 description = "Pytest plugin for measuring coverage."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2240,7 +2393,6 @@ testing = ["fields", "hunter", "process-tests", "pytest-xdist", "virtualenv"]
 name = "pytest-instafail"
 version = "0.5.0"
 description = "pytest plugin to show failures instantly"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2255,7 +2407,6 @@ pytest = ">=5"
 name = "pytest-mock"
 version = "3.14.0"
 description = "Thin-wrapper around the mock package for easier use with pytest"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2273,7 +2424,6 @@ dev = ["pre-commit", "pytest-asyncio", "tox"]
 name = "pytest-redis"
 version = "2.4.0"
 description = "Redis fixtures and fixture factories for Pytest."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2294,7 +2444,6 @@ tests = ["mock", "pytest-cov", "pytest-xdist"]
 name = "pytest-runner"
 version = "6.0.1"
 description = "Invoke py.test as distutils command with dependency resolution"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2310,7 +2459,6 @@ testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)",
 name = "pytest-timeout"
 version = "2.3.1"
 description = "pytest plugin to abort hanging tests"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2325,7 +2473,6 @@ pytest = ">=7.0.0"
 name = "python-dateutil"
 version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
@@ -2340,7 +2487,6 @@ six = ">=1.5"
 name = "python-magic"
 version = "0.4.27"
 description = "File type identification using libmagic"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -2352,7 +2498,6 @@ files = [
 name = "pytz"
 version = "2024.1"
 description = "World timezone definitions, modern and historical"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2364,7 +2509,6 @@ files = [
 name = "pywin32"
 version = "227"
 description = "Python for Window Extensions"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2386,7 +2530,6 @@ files = [
 name = "pyyaml"
 version = "6.0.1"
 description = "YAML parser and emitter for Python"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2447,7 +2590,6 @@ files = [
 name = "rdflib"
 version = "4.2.2"
 description = "RDFLib is a Python library for working with RDF, a simple yet powerful language for representing information."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2467,7 +2609,6 @@ sparql = ["SPARQLWrapper"]
 name = "rdflib-jsonld"
 version = "0.6.0"
 description = "rdflib extension adding JSON-LD parser and serializer"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2482,7 +2623,6 @@ rdflib = "*"
 name = "redis"
 version = "4.6.0"
 description = "Python client for Redis database and key-value store"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2501,7 +2641,6 @@ ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)"
 name = "referencing"
 version = "0.35.1"
 description = "JSON Referencing + Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2517,7 +2656,6 @@ rpds-py = ">=0.7.0"
 name = "repoze-debug"
 version = "1.1"
 description = "Forensic debugging WSGI middleware"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2536,7 +2674,6 @@ testing = ["WebOb", "coverage", "nose"]
 name = "requests"
 version = "2.32.3"
 description = "Python HTTP for Humans."
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2556,14 +2693,13 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "responses"
-version = "0.25.2"
+version = "0.25.3"
 description = "A utility library for mocking out the `requests` Python library."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "responses-0.25.2-py3-none-any.whl", hash = "sha256:b59707ea25de536d324670791ab073fafd41f3a351cec9c51cb6147089a9a30a"},
-    {file = "responses-0.25.2.tar.gz", hash = "sha256:77a61ad7e6016ed2ac00739b7efa5f35c42351d5b9b5d26bb1be87f197632487"},
+    {file = "responses-0.25.3-py3-none-any.whl", hash = "sha256:521efcbc82081ab8daa588e08f7e8a64ce79b91c39f6e62199b19159bea7dbcb"},
+    {file = "responses-0.25.3.tar.gz", hash = "sha256:617b9247abd9ae28313d57a75880422d55ec63c29d33d629697590a034358dba"},
 ]
 
 [package.dependencies]
@@ -2578,7 +2714,6 @@ tests = ["coverage (>=6.0.0)", "flake8", "mypy", "pytest (>=7.0.0)", "pytest-asy
 name = "rfc3339-validator"
 version = "0.1.4"
 description = "A pure python RFC3339 validator"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -2593,7 +2728,6 @@ six = "*"
 name = "rfc3986"
 version = "1.5.0"
 description = "Validating URI References per RFC 3986"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2608,7 +2742,6 @@ idna2008 = ["idna"]
 name = "rfc3986-validator"
 version = "0.1.1"
 description = "Pure python rfc3986 validator"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -2620,7 +2753,6 @@ files = [
 name = "rpds-py"
 version = "0.18.1"
 description = "Python bindings to Rust's persistent data structures (rpds)"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2729,7 +2861,6 @@ files = [
 name = "rutter"
 version = "0.4"
 description = "Py3k-compatible fork of Paste's urlmap"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2745,14 +2876,13 @@ testing = ["WebTest", "coverage", "pytest", "pytest-cov"]
 
 [[package]]
 name = "s3transfer"
-version = "0.10.1"
+version = "0.10.2"
 description = "An Amazon S3 Transfer Manager"
-category = "main"
 optional = false
-python-versions = ">= 3.8"
+python-versions = ">=3.8"
 files = [
-    {file = "s3transfer-0.10.1-py3-none-any.whl", hash = "sha256:ceb252b11bcf87080fb7850a224fb6e05c8a776bab8f2b64b7f25b969464839d"},
-    {file = "s3transfer-0.10.1.tar.gz", hash = "sha256:5683916b4c724f799e600f41dd9e10a9ff19871bf87623cc8f491cb4f5fa0a19"},
+    {file = "s3transfer-0.10.2-py3-none-any.whl", hash = "sha256:eca1c20de70a39daee580aef4986996620f365c4e0fda6a86100231d62f1bf69"},
+    {file = "s3transfer-0.10.2.tar.gz", hash = "sha256:0711534e9356d3cc692fdde846b4a1e4b0cb6519971860796e6bc4c7aea00ef6"},
 ]
 
 [package.dependencies]
@@ -2761,27 +2891,112 @@ botocore = ">=1.33.2,<2.0a.0"
 [package.extras]
 crt = ["botocore[crt] (>=1.33.2,<2.0a.0)"]
 
+[[package]]
+name = "scikit-learn"
+version = "1.5.0"
+description = "A set of python modules for machine learning and data mining"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "scikit_learn-1.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:12e40ac48555e6b551f0a0a5743cc94cc5a765c9513fe708e01f0aa001da2801"},
+    {file = "scikit_learn-1.5.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:f405c4dae288f5f6553b10c4ac9ea7754d5180ec11e296464adb5d6ac68b6ef5"},
+    {file = "scikit_learn-1.5.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:df8ccabbf583315f13160a4bb06037bde99ea7d8211a69787a6b7c5d4ebb6fc3"},
+    {file = "scikit_learn-1.5.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2c75ea812cd83b1385bbfa94ae971f0d80adb338a9523f6bbcb5e0b0381151d4"},
+    {file = "scikit_learn-1.5.0-cp310-cp310-win_amd64.whl", hash = "sha256:a90c5da84829a0b9b4bf00daf62754b2be741e66b5946911f5bdfaa869fcedd6"},
+    {file = "scikit_learn-1.5.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:2a65af2d8a6cce4e163a7951a4cfbfa7fceb2d5c013a4b593686c7f16445cf9d"},
+    {file = "scikit_learn-1.5.0-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:4c0c56c3005f2ec1db3787aeaabefa96256580678cec783986836fc64f8ff622"},
+    {file = "scikit_learn-1.5.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1f77547165c00625551e5c250cefa3f03f2fc92c5e18668abd90bfc4be2e0bff"},
+    {file = "scikit_learn-1.5.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:118a8d229a41158c9f90093e46b3737120a165181a1b58c03461447aa4657415"},
+    {file = "scikit_learn-1.5.0-cp311-cp311-win_amd64.whl", hash = "sha256:a03b09f9f7f09ffe8c5efffe2e9de1196c696d811be6798ad5eddf323c6f4d40"},
+    {file = "scikit_learn-1.5.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:460806030c666addee1f074788b3978329a5bfdc9b7d63e7aad3f6d45c67a210"},
+    {file = "scikit_learn-1.5.0-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:1b94d6440603752b27842eda97f6395f570941857456c606eb1d638efdb38184"},
+    {file = "scikit_learn-1.5.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d82c2e573f0f2f2f0be897e7a31fcf4e73869247738ab8c3ce7245549af58ab8"},
+    {file = "scikit_learn-1.5.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a3a10e1d9e834e84d05e468ec501a356226338778769317ee0b84043c0d8fb06"},
+    {file = "scikit_learn-1.5.0-cp312-cp312-win_amd64.whl", hash = "sha256:855fc5fa8ed9e4f08291203af3d3e5fbdc4737bd617a371559aaa2088166046e"},
+    {file = "scikit_learn-1.5.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:40fb7d4a9a2db07e6e0cae4dc7bdbb8fada17043bac24104d8165e10e4cff1a2"},
+    {file = "scikit_learn-1.5.0-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:47132440050b1c5beb95f8ba0b2402bbd9057ce96ec0ba86f2f445dd4f34df67"},
+    {file = "scikit_learn-1.5.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:174beb56e3e881c90424e21f576fa69c4ffcf5174632a79ab4461c4c960315ac"},
+    {file = "scikit_learn-1.5.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:261fe334ca48f09ed64b8fae13f9b46cc43ac5f580c4a605cbb0a517456c8f71"},
+    {file = "scikit_learn-1.5.0-cp39-cp39-win_amd64.whl", hash = "sha256:057b991ac64b3e75c9c04b5f9395eaf19a6179244c089afdebaad98264bff37c"},
+    {file = "scikit_learn-1.5.0.tar.gz", hash = "sha256:789e3db01c750ed6d496fa2db7d50637857b451e57bcae863bff707c1247bef7"},
+]
+
+[package.dependencies]
+joblib = ">=1.2.0"
+numpy = ">=1.19.5"
+scipy = ">=1.6.0"
+threadpoolctl = ">=3.1.0"
+
+[package.extras]
+benchmark = ["matplotlib (>=3.3.4)", "memory_profiler (>=0.57.0)", "pandas (>=1.1.5)"]
+build = ["cython (>=3.0.10)", "meson-python (>=0.15.0)", "numpy (>=1.19.5)", "scipy (>=1.6.0)"]
+docs = ["Pillow (>=7.1.2)", "matplotlib (>=3.3.4)", "memory_profiler (>=0.57.0)", "numpydoc (>=1.2.0)", "pandas (>=1.1.5)", "plotly (>=5.14.0)", "polars (>=0.20.23)", "pooch (>=1.6.0)", "scikit-image (>=0.17.2)", "seaborn (>=0.9.0)", "sphinx (>=6.0.0)", "sphinx-copybutton (>=0.5.2)", "sphinx-gallery (>=0.15.0)", "sphinx-prompt (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)"]
+examples = ["matplotlib (>=3.3.4)", "pandas (>=1.1.5)", "plotly (>=5.14.0)", "pooch (>=1.6.0)", "scikit-image (>=0.17.2)", "seaborn (>=0.9.0)"]
+install = ["joblib (>=1.2.0)", "numpy (>=1.19.5)", "scipy (>=1.6.0)", "threadpoolctl (>=3.1.0)"]
+maintenance = ["conda-lock (==2.5.6)"]
+tests = ["black (>=24.3.0)", "matplotlib (>=3.3.4)", "mypy (>=1.9)", "numpydoc (>=1.2.0)", "pandas (>=1.1.5)", "polars (>=0.20.23)", "pooch (>=1.6.0)", "pyamg (>=4.0.0)", "pyarrow (>=12.0.0)", "pytest (>=7.1.2)", "pytest-cov (>=2.9.0)", "ruff (>=0.2.1)", "scikit-image (>=0.17.2)"]
+
+[[package]]
+name = "scipy"
+version = "1.13.1"
+description = "Fundamental algorithms for scientific computing in Python"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "scipy-1.13.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:20335853b85e9a49ff7572ab453794298bcf0354d8068c5f6775a0eabf350aca"},
+    {file = "scipy-1.13.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:d605e9c23906d1994f55ace80e0125c587f96c020037ea6aa98d01b4bd2e222f"},
+    {file = "scipy-1.13.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cfa31f1def5c819b19ecc3a8b52d28ffdcc7ed52bb20c9a7589669dd3c250989"},
+    {file = "scipy-1.13.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f26264b282b9da0952a024ae34710c2aff7d27480ee91a2e82b7b7073c24722f"},
+    {file = "scipy-1.13.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:eccfa1906eacc02de42d70ef4aecea45415f5be17e72b61bafcfd329bdc52e94"},
+    {file = "scipy-1.13.1-cp310-cp310-win_amd64.whl", hash = "sha256:2831f0dc9c5ea9edd6e51e6e769b655f08ec6db6e2e10f86ef39bd32eb11da54"},
+    {file = "scipy-1.13.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:27e52b09c0d3a1d5b63e1105f24177e544a222b43611aaf5bc44d4a0979e32f9"},
+    {file = "scipy-1.13.1-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:54f430b00f0133e2224c3ba42b805bfd0086fe488835effa33fa291561932326"},
+    {file = "scipy-1.13.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e89369d27f9e7b0884ae559a3a956e77c02114cc60a6058b4e5011572eea9299"},
+    {file = "scipy-1.13.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a78b4b3345f1b6f68a763c6e25c0c9a23a9fd0f39f5f3d200efe8feda560a5fa"},
+    {file = "scipy-1.13.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:45484bee6d65633752c490404513b9ef02475b4284c4cfab0ef946def50b3f59"},
+    {file = "scipy-1.13.1-cp311-cp311-win_amd64.whl", hash = "sha256:5713f62f781eebd8d597eb3f88b8bf9274e79eeabf63afb4a737abc6c84ad37b"},
+    {file = "scipy-1.13.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:5d72782f39716b2b3509cd7c33cdc08c96f2f4d2b06d51e52fb45a19ca0c86a1"},
+    {file = "scipy-1.13.1-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:017367484ce5498445aade74b1d5ab377acdc65e27095155e448c88497755a5d"},
+    {file = "scipy-1.13.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:949ae67db5fa78a86e8fa644b9a6b07252f449dcf74247108c50e1d20d2b4627"},
+    {file = "scipy-1.13.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:de3ade0e53bc1f21358aa74ff4830235d716211d7d077e340c7349bc3542e884"},
+    {file = "scipy-1.13.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:2ac65fb503dad64218c228e2dc2d0a0193f7904747db43014645ae139c8fad16"},
+    {file = "scipy-1.13.1-cp312-cp312-win_amd64.whl", hash = "sha256:cdd7dacfb95fea358916410ec61bbc20440f7860333aee6d882bb8046264e949"},
+    {file = "scipy-1.13.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:436bbb42a94a8aeef855d755ce5a465479c721e9d684de76bf61a62e7c2b81d5"},
+    {file = "scipy-1.13.1-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:8335549ebbca860c52bf3d02f80784e91a004b71b059e3eea9678ba994796a24"},
+    {file = "scipy-1.13.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d533654b7d221a6a97304ab63c41c96473ff04459e404b83275b60aa8f4b7004"},
+    {file = "scipy-1.13.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:637e98dcf185ba7f8e663e122ebf908c4702420477ae52a04f9908707456ba4d"},
+    {file = "scipy-1.13.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:a014c2b3697bde71724244f63de2476925596c24285c7a637364761f8710891c"},
+    {file = "scipy-1.13.1-cp39-cp39-win_amd64.whl", hash = "sha256:392e4ec766654852c25ebad4f64e4e584cf19820b980bc04960bca0b0cd6eaa2"},
+    {file = "scipy-1.13.1.tar.gz", hash = "sha256:095a87a0312b08dfd6a6155cbbd310a8c51800fc931b8c0b84003014b874ed3c"},
+]
+
+[package.dependencies]
+numpy = ">=1.22.4,<2.3"
+
+[package.extras]
+dev = ["cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy", "pycodestyle", "pydevtool", "rich-click", "ruff", "types-psutil", "typing_extensions"]
+doc = ["jupyterlite-pyodide-kernel", "jupyterlite-sphinx (>=0.12.0)", "jupytext", "matplotlib (>=3.5)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (>=0.15.2)", "sphinx (>=5.0.0)", "sphinx-design (>=0.4.0)"]
+test = ["array-api-strict", "asv", "gmpy2", "hypothesis (>=6.30)", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
+
 [[package]]
 name = "setuptools"
-version = "70.0.0"
+version = "70.1.1"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "setuptools-70.0.0-py3-none-any.whl", hash = "sha256:54faa7f2e8d2d11bcd2c07bed282eef1046b5c080d1c32add737d7b5817b1ad4"},
-    {file = "setuptools-70.0.0.tar.gz", hash = "sha256:f211a66637b8fa059bb28183da127d4e86396c991a942b028c6650d4319c3fd0"},
+    {file = "setuptools-70.1.1-py3-none-any.whl", hash = "sha256:a58a8fde0541dab0419750bcc521fbdf8585f6e5cb41909df3a472ef7b81ca95"},
+    {file = "setuptools-70.1.1.tar.gz", hash = "sha256:937a48c7cdb7a21eb53cd7f9b59e525503aa8abaf3584c730dc5f7a5bec3a650"},
 ]
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mypy (==1.9)", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.1)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test", "mypy (==1.10.0)", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.1)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf", "pytest-ruff (>=0.3.2)", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
 name = "shortuuid"
 version = "1.0.13"
 description = "A generator library for concise, unambiguous and URL-safe UUIDs."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2793,7 +3008,6 @@ files = [
 name = "simplejson"
 version = "3.19.2"
 description = "Simple, fast, extensible JSON encoder/decoder for Python"
-category = "main"
 optional = false
 python-versions = ">=2.5, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -2901,7 +3115,6 @@ files = [
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -2913,7 +3126,6 @@ files = [
 name = "smmap"
 version = "5.0.1"
 description = "A pure Python implementation of a sliding window memory map manager"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2925,7 +3137,6 @@ files = [
 name = "soupsieve"
 version = "2.5"
 description = "A modern CSS selector implementation for Beautiful Soup."
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2937,7 +3148,6 @@ files = [
 name = "sparqlwrapper"
 version = "1.8.5"
 description = "SPARQL Endpoint interface to Python"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2956,7 +3166,6 @@ keepalive = ["keepalive (>=0.5)"]
 name = "sqlalchemy"
 version = "1.4.52"
 description = "Database Abstraction Library"
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
@@ -3009,7 +3218,7 @@ files = [
 ]
 
 [package.dependencies]
-greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and platform_machine == \"aarch64\" or python_version >= \"3\" and platform_machine == \"ppc64le\" or python_version >= \"3\" and platform_machine == \"x86_64\" or python_version >= \"3\" and platform_machine == \"amd64\" or python_version >= \"3\" and platform_machine == \"AMD64\" or python_version >= \"3\" and platform_machine == \"win32\" or python_version >= \"3\" and platform_machine == \"WIN32\""}
+greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"}
 
 [package.extras]
 aiomysql = ["aiomysql (>=0.2.0)", "greenlet (!=0.4.17)"]
@@ -3032,11 +3241,55 @@ postgresql-psycopg2cffi = ["psycopg2cffi"]
 pymysql = ["pymysql", "pymysql (<1)"]
 sqlcipher = ["sqlcipher3_binary"]
 
+[[package]]
+name = "statsmodels"
+version = "0.14.2"
+description = "Statistical computations and models for Python"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "statsmodels-0.14.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df5d6f95c46f0341da6c79ee7617e025bf2b371e190a8e60af1ae9cabbdb7a97"},
+    {file = "statsmodels-0.14.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a87ef21fadb445b650f327340dde703f13aec1540f3d497afb66324499dea97a"},
+    {file = "statsmodels-0.14.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5827a12e3ede2b98a784476d61d6bec43011fedb64aa815f2098e0573bece257"},
+    {file = "statsmodels-0.14.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:10f2b7611a61adb7d596a6d239abdf1a4d5492b931b00d5ed23d32844d40e48e"},
+    {file = "statsmodels-0.14.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:c254c66142f1167b4c7d031cf8db55294cc62ff3280e090fc45bd10a7f5fd029"},
+    {file = "statsmodels-0.14.2-cp310-cp310-win_amd64.whl", hash = "sha256:0e46e9d59293c1af4cc1f4e5248f17e7e7bc596bfce44d327c789ac27f09111b"},
+    {file = "statsmodels-0.14.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:50fcb633987779e795142f51ba49fb27648d46e8a1382b32ebe8e503aaabaa9e"},
+    {file = "statsmodels-0.14.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:876794068abfaeed41df71b7887000031ecf44fbfa6b50d53ccb12ebb4ab747a"},
+    {file = "statsmodels-0.14.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7a91f6c4943de13e3ce2e20ee3b5d26d02bd42300616a421becd53756f5deb37"},
+    {file = "statsmodels-0.14.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4864a1c4615c5ea5f2e3b078a75bdedc90dd9da210a37e0738e064b419eccee2"},
+    {file = "statsmodels-0.14.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:afbd92410e0df06f3d8c4e7c0e2e71f63f4969531f280fb66059e2ecdb6e0415"},
+    {file = "statsmodels-0.14.2-cp311-cp311-win_amd64.whl", hash = "sha256:8e004cfad0e46ce73fe3f3812010c746f0d4cfd48e307b45c14e9e360f3d2510"},
+    {file = "statsmodels-0.14.2-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:eb0ba1ad3627705f5ae20af6b2982f500546d43892543b36c7bca3e2f87105e7"},
+    {file = "statsmodels-0.14.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:90fd2f0110b73fc3fa5a2f21c3ca99b0e22285cccf38e56b5b8fd8ce28791b0f"},
+    {file = "statsmodels-0.14.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ac780ad9ff552773798829a0b9c46820b0faa10e6454891f5e49a845123758ab"},
+    {file = "statsmodels-0.14.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:55d1742778400ae67acb04b50a2c7f5804182f8a874bd09ca397d69ed159a751"},
+    {file = "statsmodels-0.14.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:f870d14a587ea58a3b596aa994c2ed889cc051f9e450e887d2c83656fc6a64bf"},
+    {file = "statsmodels-0.14.2-cp312-cp312-win_amd64.whl", hash = "sha256:f450fcbae214aae66bd9d2b9af48e0f8ba1cb0e8596c6ebb34e6e3f0fec6542c"},
+    {file = "statsmodels-0.14.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:201c3d00929c4a67cda1fe05b098c8dcf1b1eeefa88e80a8f963a844801ed59f"},
+    {file = "statsmodels-0.14.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:9edefa4ce08e40bc1d67d2f79bc686ee5e238e801312b5a029ee7786448c389a"},
+    {file = "statsmodels-0.14.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:29c78a7601fdae1aa32104c5ebff2e0b72c26f33e870e2f94ab1bcfd927ece9b"},
+    {file = "statsmodels-0.14.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f36494df7c03d63168fccee5038a62f469469ed6a4dd6eaeb9338abedcd0d5f5"},
+    {file = "statsmodels-0.14.2-cp39-cp39-win_amd64.whl", hash = "sha256:8875823bdd41806dc853333cc4e1b7ef9481bad2380a999e66ea42382cf2178d"},
+    {file = "statsmodels-0.14.2.tar.gz", hash = "sha256:890550147ad3a81cda24f0ba1a5c4021adc1601080bd00e191ae7cd6feecd6ad"},
+]
+
+[package.dependencies]
+numpy = ">=1.22.3"
+packaging = ">=21.3"
+pandas = ">=1.4,<2.1.0 || >2.1.0"
+patsy = ">=0.5.6"
+scipy = ">=1.8,<1.9.2 || >1.9.2"
+
+[package.extras]
+build = ["cython (>=0.29.33)"]
+develop = ["colorama", "cython (>=0.29.33)", "cython (>=3.0.10,<4)", "flake8", "isort", "joblib", "matplotlib (>=3)", "pytest (>=7.3.0,<8)", "pytest-cov", "pytest-randomly", "pytest-xdist", "pywinpty", "setuptools-scm[toml] (>=8.0,<9.0)"]
+docs = ["ipykernel", "jupyter-client", "matplotlib", "nbconvert", "nbformat", "numpydoc", "pandas-datareader", "sphinx"]
+
 [[package]]
 name = "structlog"
 version = "19.2.0"
 description = "Structured Logging for Python"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3057,7 +3310,6 @@ tests = ["coverage", "freezegun (>=0.2.8)", "pretend", "pytest (>=3.3.0)", "pyth
 name = "subprocess-middleware"
 version = "0.3"
 description = "Subprocess WSGI middleware and Pyramid tween."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3070,11 +3322,21 @@ WebOb = "*"
 [package.extras]
 test = ["WebTest", "pyramid", "pytest"]
 
+[[package]]
+name = "threadpoolctl"
+version = "3.5.0"
+description = "threadpoolctl"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "threadpoolctl-3.5.0-py3-none-any.whl", hash = "sha256:56c1e26c150397e58c4926da8eeee87533b1e32bef131bd4bf6a2f45f3185467"},
+    {file = "threadpoolctl-3.5.0.tar.gz", hash = "sha256:082433502dd922bf738de0d8bcc4fdcbf0979ff44c42bd40f5af8a282f6fa107"},
+]
+
 [[package]]
 name = "toml"
 version = "0.10.2"
 description = "Python Library for Tom's Obvious, Minimal Language"
-category = "main"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -3086,7 +3348,6 @@ files = [
 name = "tomli"
 version = "2.0.1"
 description = "A lil' TOML parser"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3098,7 +3359,6 @@ files = [
 name = "tqdm"
 version = "4.66.4"
 description = "Fast, Extensible Progress Meter"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3119,7 +3379,6 @@ telegram = ["requests"]
 name = "transaction"
 version = "3.1.0"
 description = "Transaction management for Python"
-category = "main"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
 files = [
@@ -3139,7 +3398,6 @@ testing = ["coverage", "mock", "nose"]
 name = "translationstring"
 version = "1.4"
 description = "Utility library for i18n relied on by various Repoze and Pyramid packages"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3152,21 +3410,19 @@ docs = ["Sphinx (>=1.3.1)", "docutils", "pylons-sphinx-themes"]
 
 [[package]]
 name = "types-awscrt"
-version = "0.20.11"
+version = "0.20.12"
 description = "Type annotations and code completion for awscrt"
-category = "dev"
 optional = false
 python-versions = "<4.0,>=3.7"
 files = [
-    {file = "types_awscrt-0.20.11-py3-none-any.whl", hash = "sha256:3236ba5097176080189135345acfcfeae18bac88869043daf55883649ce6e2ff"},
-    {file = "types_awscrt-0.20.11.tar.gz", hash = "sha256:ad5ce9fb511414430326f19a513e23d3bc7143c10cdbe1cdaeb2222ad567698f"},
+    {file = "types_awscrt-0.20.12-py3-none-any.whl", hash = "sha256:521ce54cc4dad9fe6480556bb0f8315a508106938ba1f2a0baccfcea7d4a4dee"},
+    {file = "types_awscrt-0.20.12.tar.gz", hash = "sha256:0beabdde0205dc1da679ea464fd3f98b570ef4f0fc825b155a974fb51b21e8d9"},
 ]
 
 [[package]]
 name = "types-python-dateutil"
 version = "2.9.0.20240316"
 description = "Typing stubs for python-dateutil"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3178,7 +3434,6 @@ files = [
 name = "types-s3transfer"
 version = "0.10.1"
 description = "Type annotations and code completion for s3transfer"
-category = "dev"
 optional = false
 python-versions = "<4.0,>=3.8"
 files = [
@@ -3190,7 +3445,6 @@ files = [
 name = "typing-extensions"
 version = "4.12.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3198,11 +3452,21 @@ files = [
     {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
 ]
 
+[[package]]
+name = "tzdata"
+version = "2024.1"
+description = "Provider of IANA time zone data"
+optional = false
+python-versions = ">=2"
+files = [
+    {file = "tzdata-2024.1-py2.py3-none-any.whl", hash = "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"},
+    {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
+]
+
 [[package]]
 name = "uri-template"
 version = "1.3.0"
 description = "RFC 6570 URI Template Processor"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3215,14 +3479,13 @@ dev = ["flake8", "flake8-annotations", "flake8-bandit", "flake8-bugbear", "flake
 
 [[package]]
 name = "urllib3"
-version = "1.26.18"
+version = "1.26.19"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
-category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
-    {file = "urllib3-1.26.18-py2.py3-none-any.whl", hash = "sha256:34b97092d7e0a3a8cf7cd10e386f401b3737364026c45e622aa02903dffe0f07"},
-    {file = "urllib3-1.26.18.tar.gz", hash = "sha256:f8ecc1bba5667413457c529ab955bf8c67b45db799d159066261719e328580a0"},
+    {file = "urllib3-1.26.19-py2.py3-none-any.whl", hash = "sha256:37a0344459b199fce0e80b0d3569837ec6b6937435c5244e7fd73fa6006830f3"},
+    {file = "urllib3-1.26.19.tar.gz", hash = "sha256:3e3d753a8618b86d7de333b4223005f68720bcd6a7d2bcb9fbd2229ec7c1e429"},
 ]
 
 [package.extras]
@@ -3232,25 +3495,23 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "venusian"
-version = "1.2.0"
+version = "3.1.0"
 description = "A library for deferring decorator actions"
-category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 files = [
-    {file = "venusian-1.2.0-py2.py3-none-any.whl", hash = "sha256:2f2d077a1eedc3fda40425f65687c8c494da7e83d7c23bc2c4d1a40eb3ca5b6d"},
-    {file = "venusian-1.2.0.tar.gz", hash = "sha256:64ec8285b80b110d0ae5db4280e90e31848a59db98db1aba4d7d46f48ce91e3e"},
+    {file = "venusian-3.1.0-py3-none-any.whl", hash = "sha256:d1fb1e49927f42573f6c9b7c4fcf61c892af8fdcaa2314daa01d9a560b23488d"},
+    {file = "venusian-3.1.0.tar.gz", hash = "sha256:eb72cdca6f3139a15dc80f9c95d3c10f8a54a0ba881eeef8e2ec5b42d3ee3a95"},
 ]
 
 [package.extras]
-docs = ["Sphinx", "repoze.sphinx.autointerface"]
+docs = ["Sphinx (>=4.3.2)", "pylons-sphinx-themes", "repoze.sphinx.autointerface", "sphinx-copybutton"]
 testing = ["coverage", "pytest", "pytest-cov"]
 
 [[package]]
 name = "waitress"
 version = "3.0.0"
 description = "Waitress WSGI server"
-category = "main"
 optional = false
 python-versions = ">=3.8.0"
 files = [
@@ -3266,7 +3527,6 @@ testing = ["coverage (>=5.0)", "pytest", "pytest-cov"]
 name = "webcolors"
 version = "24.6.0"
 description = "A library for working with the color formats defined by HTML and CSS."
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3282,7 +3542,6 @@ tests = ["coverage[toml]"]
 name = "webencodings"
 version = "0.5.1"
 description = "Character encoding aliases for legacy web content"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3294,7 +3553,6 @@ files = [
 name = "webob"
 version = "1.8.7"
 description = "WSGI request and response object"
-category = "main"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*"
 files = [
@@ -3310,7 +3568,6 @@ testing = ["coverage", "pytest (>=3.1.0)", "pytest-cov", "pytest-xdist"]
 name = "websocket-client"
 version = "1.8.0"
 description = "WebSocket client for Python with low level API options"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3327,7 +3584,6 @@ test = ["websockets"]
 name = "webtest"
 version = "2.0.35"
 description = "Helper to test WSGI applications"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3349,7 +3605,6 @@ tests = ["PasteDeploy", "WSGIProxy2", "coverage", "mock", "nose (<1.3.0)", "pyqu
 name = "werkzeug"
 version = "3.0.3"
 description = "The comprehensive WSGI web application library."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3367,7 +3622,6 @@ watchdog = ["watchdog (>=2.3)"]
 name = "wheel"
 version = "0.43.0"
 description = "A built-package format for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3382,7 +3636,6 @@ test = ["pytest (>=6.0.0)", "setuptools (>=65)"]
 name = "wsgiproxy2"
 version = "0.4.2"
 description = "UNKNOWN"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3397,7 +3650,6 @@ webob = "*"
 name = "xlrd"
 version = "1.2.0"
 description = "Library for developers to extract data from Microsoft Excel (tm) spreadsheet files"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -3409,7 +3661,6 @@ files = [
 name = "xmltodict"
 version = "0.13.0"
 description = "Makes working with XML feel like you are working with JSON"
-category = "dev"
 optional = false
 python-versions = ">=3.4"
 files = [
@@ -3417,27 +3668,10 @@ files = [
     {file = "xmltodict-0.13.0.tar.gz", hash = "sha256:341595a488e3e01a85a9d8911d8912fd922ede5fecc4dce437eb4b6c8d037e56"},
 ]
 
-[[package]]
-name = "zipp"
-version = "3.19.2"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-category = "main"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "zipp-3.19.2-py3-none-any.whl", hash = "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"},
-    {file = "zipp-3.19.2.tar.gz", hash = "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19"},
-]
-
-[package.extras]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
-
 [[package]]
 name = "zope-deprecation"
 version = "4.4.0"
 description = "Zope Deprecation Infrastructure"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3456,7 +3690,6 @@ test = ["zope.testrunner"]
 name = "zope-interface"
 version = "5.5.2"
 description = "Interfaces for Python"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -3510,7 +3743,6 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
 name = "zope-sqlalchemy"
 version = "1.6"
 description = "Minimal Zope/SQLAlchemy transaction integration"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3529,5 +3761,5 @@ test = ["zope.testing"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.8.1,<3.12"
-content-hash = "12a04983f21a72957b4cb6a392f456a08e1708f0f96bd584464b2fc67140ef32"
+python-versions = ">=3.9,<3.13"
+content-hash = "04e072ff83764d3b1b7ba3e3dee812c84b3fd005e1de6ffba83cefa0c8de8d90"
diff --git a/pyproject.toml b/pyproject.toml
index 9e0a1dc61..1efa2795a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "dcicsnovault"
-version = "11.17.0"
+version = "11.18.0"
 description = "Storage support for 4DN Data Portals."
 authors = ["4DN-DCIC Team <support@4dnucleome.org>"]
 license = "MIT"
@@ -34,27 +34,34 @@ classifiers = [
     'Programming Language :: Python :: 3.9',
     'Programming Language :: Python :: 3.10',
     'Programming Language :: Python :: 3.11',
+    'Programming Language :: Python :: 3.12'
 ]
 
 [tool.poetry.dependencies]
-python = ">=3.8.1,<3.12"
+python = ">=3.9,<3.13"
 aws_requests_auth = "^0.4.1"
-boto3 = ">=1.28.62"  # no particular version required, but this speeds up search
-botocore = ">=1.31.62"  # no particular version required, but this speeds up search
+boto3 = "^1.34.136"
+botocore = "^1.34.136"
 elasticsearch = "7.13.4"  # versions >= 7.14.0 lock out AWS ES
 elasticsearch_dsl = "^7.4.0"
-dcicutils = "^8.11.0"
-future = ">=0.15.2,<1"
+#python-3.12 elasticsearch = "^7.17.9"
+#python-3.12 elasticsearch_dsl = "^7.4.1"
+dcicutils = "^8.13.0"
+future = "^0.18.3"
 html5lib = ">=1.1"  # experimental, should be OK now that we're not using moto server
 humanfriendly = "^1.44.9"
 netaddr = ">=0.8.0,<1"
+numpy = "^1.26.4"
 passlib = "^1.7.4"
 pillow = "^9.5.0"
+pmdarima = "^2.0.4"
 psutil = "^5.9.0"
 psycopg2-binary = "^2.9.1"
 PyBrowserID = ">=0.10.0,<1"
 pyjwt = "^2.6.0"
-pyramid = "1.10.4"
+#pyramid = "^2.0.2"
+#pyramid = "1.10.4"
+pyramid = "1.10.8"
 pyramid-multiauth = ">=0.9.0,<1"
 pyramid-retry = "^1.0"
 pyramid-tm = "^2.5"
@@ -75,7 +82,7 @@ subprocess_middleware = ">=0.3,<1"
 # TODO: Investigate whether a major version upgrade is allowable for 'transaction'.
 transaction = "^3.0.1"
 # TODO: Investigate whether a major version upgrade is allowable for 'venusian'.
-venusian = "^1.2.0"
+venusian = "^3.1.0"
 WebOb = "^1.8.7"
 WebTest = "^2.0.35"
 WSGIProxy2 = "0.4.2"
@@ -86,8 +93,8 @@ xlrd = "^1.0.0"
 jsonschema = {extras = ["format-nongpl"], version = "^4.19.0"}
 
 [tool.poetry.dev-dependencies]
-boto3-stubs = ">=1.28.62"  # no particular version required, but this speeds up search
-botocore-stubs = ">=1.31.62"  # no particular version required, but this speeds up search
+boto3-stubs = "^1.34.136"
+botocore-stubs = "^1.34.136"
 coverage = ">=6.2"
 codacy-coverage = ">=1.3.11"
 # When we add coverage, this must be loaded manually in GA workflow for coverage because a dependency on 2to3
diff --git a/snovault/dev_servers.py b/snovault/dev_servers.py
index c63dbc5fe..53d738322 100644
--- a/snovault/dev_servers.py
+++ b/snovault/dev_servers.py
@@ -160,8 +160,20 @@ def cleanup_process():
     es_server_url = config.get('elasticsearch.server', "localhost")
 
     if '127.0.0.1' in es_server_url or 'localhost' in es_server_url:
-        # Bootup local ES server subprocess. Else assume connecting to remote ES cluster.
-        elasticsearch = elasticsearch_fixture.server_process(esdata, echo=True)
+        # Bootup local ES server subprocess; otherwise assume we are connecting to a remote ES cluster.
+        # The elasticsearch.server.actual_port property is useful (only) for running a localhost ElasticSearch
+        # proxy in order to observe traffic (requests/responses) between portal and ElasticSearch with a tool like
+        # mitmweb; e.g. setting elasticsearch.server.actual_port to 9201 and elasticsearch.server to localhost:9200
+        # will cause ElasticSearch to actually run on port 9201 but will cause portal to talk to it via port 9200,
+        # and then we can run mitmweb --mode reverse:http://localhost:9201 -p 9200 --web-port 8081 which will
+        # allow us to browse to http://localhost:8081 locally to observe all of the ElasticSearch traffic.
+        if (es_port := config.get('elasticsearch.server.actual_port', None)) and es_port.isdigit():
+            es_port = int(es_port)
+        elif ((colon := es_server_url.rfind(":")) > 0) and (es_port := es_server_url[colon + 1:]).isdigit():
+            es_port = int(es_port)
+        else:
+            es_port = None
+        elasticsearch = elasticsearch_fixture.server_process(esdata, port=es_port, echo=True)
         processes.append(elasticsearch)
     elif not config.get('indexer.namespace'):
         raise Exception(
diff --git a/snovault/embed.py b/snovault/embed.py
index 20d0c8ce5..fb6d3e590 100644
--- a/snovault/embed.py
+++ b/snovault/embed.py
@@ -1,14 +1,14 @@
 import logging
 from copy import deepcopy
 from posixpath import join
-from pyramid.compat import (
-    native_,
-    unquote_bytes_to_wsgi,
-)
 from pyramid.httpexceptions import HTTPNotFound, HTTPServerError
 import pyramid.request
 from .crud_views import collection_add as sno_collection_add
 from .interfaces import COLLECTIONS, CONNECTION
+from .pyramid_compat import (
+    native_,
+    unquote_bytes_to_wsgi,
+)
 from .resources import Collection
 from .schema_utils import validate_request
 from dcicutils.misc_utils import check_true
diff --git a/snovault/local_roles.py b/snovault/local_roles.py
index d117a6859..7128e05c5 100644
--- a/snovault/local_roles.py
+++ b/snovault/local_roles.py
@@ -1,6 +1,6 @@
 from dcicutils.misc_utils import environ_bool, PRINT
 from pyramid.authorization import ACLAuthorizationPolicy
-from pyramid.compat import is_nonstr_iter
+from pyramid.util import is_nonstr_iter
 from pyramid.interfaces import IAuthorizationPolicy
 from pyramid.location import lineage
 from zope.interface import implementer
diff --git a/snovault/pyramid_compat.py b/snovault/pyramid_compat.py
new file mode 100644
index 000000000..7c18c7452
--- /dev/null
+++ b/snovault/pyramid_compat.py
@@ -0,0 +1,24 @@
+# Note that pyramid.compat disappeared with pyramid 2.0.2, during move to Python 3.12,
+# though went back to pyramid 1.10.8 subsequently, will run into this eventually.
+
+from urllib.parse import unquote_to_bytes
+
+text_type = str
+
+
+def ascii_native_(s):
+    if isinstance(s, text_type):
+        s = s.encode('ascii')
+    return str(s, 'ascii', 'strict')
+
+
+def native_(s, encoding='latin-1', errors='strict'):
+    """ If ``s`` is an instance of ``text_type``, return
+    ``s``, otherwise return ``str(s, encoding, errors)``"""
+    if isinstance(s, text_type):
+        return s
+    return str(s, encoding, errors)
+
+
+def unquote_bytes_to_wsgi(bytestring):
+    return unquote_to_bytes(bytestring).decode('latin-1')
diff --git a/snovault/tests/test_views.py b/snovault/tests/test_views.py
index 588f05c61..6e7fccc06 100644
--- a/snovault/tests/test_views.py
+++ b/snovault/tests/test_views.py
@@ -4,10 +4,10 @@
 
 from base64 import b64encode
 from jsonschema import Draft202012Validator
-from pyramid.compat import ascii_native_
 from uuid import uuid4
 
 from ..interfaces import TYPES
+from ..pyramid_compat import ascii_native_
 from ..util import mappings_use_nested
 
 from .testing_views import (