Repository: linkml/schemasheets (language: python)

Issue:
Add an example of how to model a property graph schema using schemasheets
https://github.com/linkml/linkml/issues/1487
Some existing tests generate invalid schemas
This is going unnoticed (I believe) due to the fact the test doesn't try and reconstitute the generated schema via schemaloader.

E.g. `tests/test_121/input/schema_def.tsv` defines the name as `some schema` but this is not a valid NCName


Discussion / hints:

Fix patch:
diff --git a/README.md b/README.md
index da8fbcc..e64b275 100644
--- a/README.md
+++ b/README.md
@@ -89,6 +89,11 @@ sheets2linkml personinfo.tsv  -o personinfo.yaml
 
 We recommend using [COGS](https://linkml.io/schemasheets/howto/google-sheets/) to synchronize your google sheets with local files using a git-like mechanism
 
+## Examples
+
+- [Person Info Schema](https://docs.google.com/spreadsheets/d/1wVoaiFg47aT9YWNeRfTZ8tYHN8s8PAuDx5i2HUcDpvQ/edit#gid=55566104)
+- [Movies Property Graph Schema](https://docs.google.com/spreadsheets/d/1oMrzA41tg_nisdWInnqKJrcvv30dOXuwAhznJYYPSB8/edit?gid=1499822522#gid=1499822522)
+
 ## Finding out more
 
 * [Schema Sheets Manual](https://linkml.io/schemasheets)
diff --git a/docs/howto/google-sheets.md b/docs/howto/google-sheets.md
index 53fd9ea..a2efee9 100644
--- a/docs/howto/google-sheets.md
+++ b/docs/howto/google-sheets.md
@@ -38,7 +38,7 @@ E.g.
 sheets2linkml --gsheet-id 1wVoaiFg47aT9YWNeRfTZ8tYHN8s8PAuDx5i2HUcDpvQ personinfo types prefixes -o personinfo.yaml
 ```
 
-__Note__: due to a bug with google sheets API (see [this Stack Overflow question](https://stackoverflow.com/questions/61578295/google-spreadsheet-gviz-query-is-concatenating-first-two-rows-into-header)), this will not work if your sheet has floats/decimals in them. It's not clear if google will ever fix this. If you need decimals, then you should either manually download the sheet to TSV, or use COGS.
+__Note__: due to a bug with google sheets API (see [this Stack Overflow question](https://stackoverflow.com/questions/61578295/google-spreadsheet-gviz-query-is-concatenating-first-two-rows-into-header)), this will not work if your sheet has floats/decimals/booleans in them. It's not clear if google will ever fix this. If you need decimals, then you should either manually download the sheet to TSV, or use COGS.
 
 ## COGS
 
diff --git a/poetry.lock b/poetry.lock
index 72d50b0..1aecfa9 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,10 +1,20 @@
-# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
+    {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
+]
 
 [[package]]
 name = "antlr4-python3-runtime"
 version = "4.9.3"
 description = "ANTLR 4.9.3 runtime for Python 3.7"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -13,82 +23,87 @@ files = [
 
 [[package]]
 name = "arrow"
-version = "1.2.3"
+version = "1.3.0"
 description = "Better dates & times for Python"
-category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
-    {file = "arrow-1.2.3-py3-none-any.whl", hash = "sha256:5a49ab92e3b7b71d96cd6bfcc4df14efefc9dfa96ea19045815914a6ab6b1fe2"},
-    {file = "arrow-1.2.3.tar.gz", hash = "sha256:3934b30ca1b9f292376d9db15b19446088d12ec58629bc3f0da28fd55fb633a1"},
+    {file = "arrow-1.3.0-py3-none-any.whl", hash = "sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80"},
+    {file = "arrow-1.3.0.tar.gz", hash = "sha256:d4540617648cb5f895730f1ad8c82a65f2dad0166f57b75f3ca54759c4d67a85"},
 ]
 
 [package.dependencies]
 python-dateutil = ">=2.7.0"
+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.*)", "pre-commit", "pytest", "pytest-cov", "pytest-mock", "pytz (==2021.1)", "simplejson (==3.*)"]
 
 [[package]]
 name = "attrs"
-version = "23.1.0"
+version = "23.2.0"
 description = "Classes Without Boilerplate"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"},
-    {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"},
+    {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
+    {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
 ]
 
 [package.extras]
 cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[docs,tests]", "pre-commit"]
+dev = ["attrs[tests]", "pre-commit"]
 docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
 tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
+tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
 
 [[package]]
 name = "beautifulsoup4"
-version = "4.12.2"
+version = "4.12.3"
 description = "Screen-scraping library"
-category = "main"
 optional = false
 python-versions = ">=3.6.0"
 files = [
-    {file = "beautifulsoup4-4.12.2-py3-none-any.whl", hash = "sha256:bd2520ca0d9d7d12694a53d44ac482d181b4ec1888909b035a3dbf40d0f57d4a"},
-    {file = "beautifulsoup4-4.12.2.tar.gz", hash = "sha256:492bbc69dca35d12daac71c4db1bfff0c876c00ef4a2ffacce226d4638eb72da"},
+    {file = "beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"},
+    {file = "beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051"},
 ]
 
 [package.dependencies]
 soupsieve = ">1.2"
 
 [package.extras]
+cchardet = ["cchardet"]
+chardet = ["chardet"]
+charset-normalizer = ["charset-normalizer"]
 html5lib = ["html5lib"]
 lxml = ["lxml"]
 
 [[package]]
 name = "bioregistry"
-version = "0.9.77"
+version = "0.11.10"
 description = "Integrated registry of biological databases and nomenclatures"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "bioregistry-0.9.77-py3-none-any.whl", hash = "sha256:4616e4aaaf1eddf722269b33db583da66aa6dc790dd0f4f55b552201ff746d5b"},
-    {file = "bioregistry-0.9.77.tar.gz", hash = "sha256:902f1e989ba287c281aad4fea94ac8b68080539761ddde71e57fb1f8190adbd7"},
+    {file = "bioregistry-0.11.10-py3-none-any.whl", hash = "sha256:0af02ca586024f3791364dae2c04e03156e01df9b6d7eb7f3cb6be5682a40a2d"},
+    {file = "bioregistry-0.11.10.tar.gz", hash = "sha256:d3e155ba38d88f5e4a84a2d337c33109f3434f6b2e64a285eba14817ed5c4492"},
 ]
 
 [package.dependencies]
 click = "*"
-curies = ">=0.5.6"
+curies = ">=0.7.0"
 more-click = ">=0.1.2"
-pydantic = "<2.0"
+pydantic = "*"
 pystow = ">=0.1.13"
 requests = "*"
 tqdm = "*"
 
 [package.extras]
-align = ["beautifulsoup4", "class-resolver", "defusedxml", "fairsharing-client (>=0.1.0)", "pyyaml", "tabulate"]
+align = ["beautifulsoup4", "class-resolver", "defusedxml", "fairsharing-client (>=0.1.0)", "pandas", "pyyaml", "tabulate"]
 charts = ["jinja2", "matplotlib", "matplotlib-venn", "pandas", "seaborn"]
-docs = ["autodoc-pydantic", "sphinx", "sphinx-autodoc-typehints (==1.21.1)", "sphinx-automodapi", "sphinx-click", "sphinx-rtd-theme"]
+docs = ["autodoc-pydantic", "sphinx (<7.3)", "sphinx-automodapi", "sphinx-click", "sphinx-rtd-theme"]
 export = ["ndex2", "pyyaml", "rdflib", "rdflib-jsonld"]
 gha = ["more-itertools"]
 health = ["click-default-group", "jinja2", "pandas", "pyyaml", "tabulate"]
@@ -97,33 +112,30 @@ web = ["bootstrap-flask (<=2.0.0)", "curies[fastapi]", "fastapi", "flask (<2.2.4
 
 [[package]]
 name = "cachetools"
-version = "5.3.1"
+version = "5.4.0"
 description = "Extensible memoizing collections and decorators"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "cachetools-5.3.1-py3-none-any.whl", hash = "sha256:95ef631eeaea14ba2e36f06437f36463aac3a096799e876ee55e5cdccb102590"},
-    {file = "cachetools-5.3.1.tar.gz", hash = "sha256:dce83f2d9b4e1f732a8cd44af8e8fab2dbe46201467fc98b3ef8f269092bf62b"},
+    {file = "cachetools-5.4.0-py3-none-any.whl", hash = "sha256:3ae3b49a3d5e28a77a0be2b37dbcb89005058959cb2323858c2657c4a8cab474"},
+    {file = "cachetools-5.4.0.tar.gz", hash = "sha256:b8adc2e7c07f105ced7bc56dbb6dfbe7c4a00acce20e2227b3f355be89bc6827"},
 ]
 
 [[package]]
 name = "certifi"
-version = "2023.5.7"
+version = "2024.7.4"
 description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2023.5.7-py3-none-any.whl", hash = "sha256:c6c2e98f5c7869efca1f8916fed228dd91539f9f1b444c314c06eef02980c716"},
-    {file = "certifi-2023.5.7.tar.gz", hash = "sha256:0f0d56dc5a6ad56fd4ba36484d6cc34451e1c6548c61daad8c320169f91eddc7"},
+    {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"},
+    {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"},
 ]
 
 [[package]]
 name = "cfgraph"
 version = "0.2.1"
 description = "rdflib collections flattening graph"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -135,111 +147,123 @@ rdflib = ">=0.4.2"
 
 [[package]]
 name = "chardet"
-version = "5.1.0"
+version = "5.2.0"
 description = "Universal encoding detector for Python 3"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "chardet-5.1.0-py3-none-any.whl", hash = "sha256:362777fb014af596ad31334fde1e8c327dfdb076e1960d1694662d46a6917ab9"},
-    {file = "chardet-5.1.0.tar.gz", hash = "sha256:0d62712b956bc154f85fb0a266e2a3c5913c2967e00348701b32411d6def31e5"},
+    {file = "chardet-5.2.0-py3-none-any.whl", hash = "sha256:e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970"},
+    {file = "chardet-5.2.0.tar.gz", hash = "sha256:1b3b6ff479a8c414bc3fa2c0852995695c4a026dcd6d0633b2dd092ca39c1cf7"},
 ]
 
 [[package]]
 name = "charset-normalizer"
-version = "3.2.0"
+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 = [
-    {file = "charset-normalizer-3.2.0.tar.gz", hash = "sha256:3bb3d25a8e6c0aedd251753a79ae98a093c7e7b471faa3aa9a93a81431987ace"},
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 [[package]]
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-version = "8.1.5"
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 description = "Composable command line interface toolkit"
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 optional = false
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 [package.dependencies]
@@ -249,7 +273,6 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 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 = [
@@ -259,72 +282,63 @@ files = [
 
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 ]
 
 [package.dependencies]
@@ -335,24 +349,22 @@ toml = ["tomli"]
 
 [[package]]
 name = "curies"
-version = "0.5.6"
+version = "0.7.10"
 description = "Idiomatic conversion between URIs and compact URIs (CURIEs)."
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
-pydantic = "<2.0"
+pydantic = "*"
 pytrie = "*"
 requests = "*"
 
 [package.extras]
-bioregistry = ["bioregistry (>=0.5.136)"]
-docs = ["sphinx (<7.0)", "sphinx-autodoc-typehints", "sphinx-automodapi", "sphinx-rtd-theme"]
+docs = ["sphinx", "sphinx-automodapi", "sphinx-rtd-theme"]
 fastapi = ["defusedxml", "fastapi", "httpx", "python-multipart", "uvicorn"]
 flask = ["defusedxml", "flask"]
 pandas = ["pandas"]
@@ -363,30 +375,16 @@ tests = ["coverage", "pytest"]
 name = "daff"
 version = "1.3.46"
 description = "Diff and patch tables"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
     {file = "daff-1.3.46.tar.gz", hash = "sha256:22d0da9fd6a3275b54c926a9c97b180f9258aad65113ea18f3fec52cbadcd818"},
 ]
 
-[[package]]
-name = "decorator"
-version = "5.1.1"
-description = "Decorators for Humans"
-category = "main"
-optional = false
-python-versions = ">=3.5"
-files = [
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-]
-
 [[package]]
 name = "deprecated"
 version = "1.2.14"
 description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -404,7 +402,6 @@ dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
 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 = [
@@ -414,14 +411,13 @@ files = [
 
 [[package]]
 name = "exceptiongroup"
-version = "1.1.2"
+version = "1.2.2"
 description = "Backport of PEP 654 (exception groups)"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
+    {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
 ]
 
 [package.extras]
@@ -431,7 +427,6 @@ test = ["pytest (>=6)"]
 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 = [
@@ -443,7 +438,6 @@ files = [
 name = "ghp-import"
 version = "2.1.0"
 description = "Copy your docs directly to the gh-pages branch."
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -461,7 +455,6 @@ dev = ["flake8", "markdown", "twine", "wheel"]
 name = "google"
 version = "3.0.0"
 description = "Python bindings to the Google search engine."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -474,20 +467,20 @@ beautifulsoup4 = "*"
 
 [[package]]
 name = "google-api-core"
-version = "2.11.1"
+version = "2.19.1"
 description = "Google API client core library"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "google-api-core-2.19.1.tar.gz", hash = "sha256:f4695f1e3650b316a795108a76a1c416e6afb036199d1c1f1f110916df479ffd"},
+    {file = "google_api_core-2.19.1-py3-none-any.whl", hash = "sha256:f12a9b8309b5e21d92483bbd47ce2c445861ec7d269ef6784ecc0ea8c1fa6125"},
 ]
 
 [package.dependencies]
 google-auth = ">=2.14.1,<3.0.dev0"
 googleapis-common-protos = ">=1.56.2,<2.0.dev0"
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0.dev0"
+proto-plus = ">=1.22.3,<2.0.0dev"
+protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0.dev0"
 requests = ">=2.18.0,<3.0.0.dev0"
 
 [package.extras]
@@ -497,41 +490,37 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-api-python-client"
-version = "2.93.0"
+version = "2.138.0"
 description = "Google API Client Library for Python"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "google_api_python_client-2.138.0-py2.py3-none-any.whl", hash = "sha256:1dd279124e4e77cbda4769ffb4abe7e7c32528ef1e18739320fef2a07b750764"},
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 ]
 
 [package.dependencies]
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-google-auth = ">=1.19.0,<3.0.0.dev0"
-google-auth-httplib2 = ">=0.1.0"
-httplib2 = ">=0.15.0,<1.dev0"
+google-api-core = ">=1.31.5,<2.0.dev0 || >2.3.0,<3.0.0.dev0"
+google-auth = ">=1.32.0,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0.dev0"
+google-auth-httplib2 = ">=0.2.0,<1.0.0"
+httplib2 = ">=0.19.0,<1.dev0"
 uritemplate = ">=3.0.1,<5"
 
 [[package]]
 name = "google-auth"
-version = "2.22.0"
+version = "2.32.0"
 description = "Google Authentication Library"
-category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
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 [package.dependencies]
 cachetools = ">=2.0.0,<6.0"
 pyasn1-modules = ">=0.2.1"
 rsa = ">=3.1.4,<5"
-six = ">=1.9.0"
-urllib3 = "<2.0"
 
 [package.extras]
 aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
@@ -542,31 +531,28 @@ requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
 
 [[package]]
 name = "google-auth-httplib2"
-version = "0.1.0"
+version = "0.2.0"
 description = "Google Authentication Library: httplib2 transport"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
 google-auth = "*"
-httplib2 = ">=0.15.0"
-six = "*"
+httplib2 = ">=0.19.0"
 
 [[package]]
 name = "google-auth-oauthlib"
-version = "1.0.0"
+version = "1.2.1"
 description = "Google Authentication Library"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
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+    {file = "google_auth_oauthlib-1.2.1-py2.py3-none-any.whl", hash = "sha256:2d58a27262d55aa1b87678c3ba7142a080098cbc2024f903c62355deb235d91f"},
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 ]
 
 [package.dependencies]
@@ -578,123 +564,117 @@ tool = ["click (>=6.0.0)"]
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.59.1"
+version = "1.63.2"
 description = "Common protobufs used in Google APIs"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
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+protobuf = ">=3.20.2,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0.dev0"
 
 [package.extras]
 grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
 
 [[package]]
 name = "graphviz"
-version = "0.20.1"
+version = "0.20.3"
 description = "Simple Python interface for Graphviz"
-category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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-test = ["coverage", "mock (>=4)", "pytest (>=7)", "pytest-cov", "pytest-mock (>=3)"]
+docs = ["sphinx (>=5,<7)", "sphinx-autodoc-typehints", "sphinx-rtd-theme"]
+test = ["coverage", "pytest (>=7,<8.1)", "pytest-cov", "pytest-mock (>=3)"]
 
 [[package]]
 name = "greenlet"
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 ]
 
 [package.extras]
-docs = ["Sphinx", "docutils (<0.18)"]
-test = ["faulthandler", "objgraph", "psutil"]
+docs = ["Sphinx", "furo"]
+test = ["objgraph", "psutil"]
 
 [[package]]
 name = "gspread"
-version = "5.10.0"
+version = "6.1.2"
 description = "Google Spreadsheets Python API"
-category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -703,14 +683,13 @@ google-auth-oauthlib = ">=0.4.1"
 
 [[package]]
 name = "gspread-formatting"
-version = "1.1.2"
+version = "1.2.0"
 description = "Complete Google Sheets formatting support for gspread worksheets"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
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+    {file = "gspread-formatting-1.2.0.tar.gz", hash = "sha256:ba88eab6940e8f37580fc3073e89848ab7a6eaab4ed91f43b731579280c14086"},
+    {file = "gspread_formatting-1.2.0-py2.py3-none-any.whl", hash = "sha256:9400a2369021ae6f6b31ed12eeddea35e5cfe1fd6c795487ed228eaf10fafad5"},
 ]
 
 [package.dependencies]
@@ -720,7 +699,6 @@ gspread = ">=3.0.0"
 name = "hbreader"
 version = "0.9.1"
 description = "Honey Badger reader - a generic file/url/string open and read tool"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -732,7 +710,6 @@ files = [
 name = "httplib2"
 version = "0.22.0"
 description = "A comprehensive HTTP client library."
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -745,41 +722,38 @@ pyparsing = {version = ">=2.4.2,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.0.2 || >3.0
 
 [[package]]
 name = "idna"
-version = "3.4"
+version = "3.7"
 description = "Internationalized Domain Names in Applications (IDNA)"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
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-    {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
+    {file = "idna-3.7-py3-none-any.whl", hash = "sha256:82fee1fc78add43492d3a1898bfa6d8a904cc97d8427f683ed8e798d07761aa0"},
+    {file = "idna-3.7.tar.gz", hash = "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc"},
 ]
 
 [[package]]
 name = "importlib-metadata"
-version = "6.8.0"
+version = "8.2.0"
 description = "Read metadata from Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "importlib_metadata-6.8.0.tar.gz", hash = "sha256:dbace7892d8c0c4ac1ad096662232f831d4e64f4c4545bd53016a3e9d4654743"},
+    {file = "importlib_metadata-8.2.0-py3-none-any.whl", hash = "sha256:11901fa0c2f97919b288679932bb64febaeacf289d18ac84dd68cb2e74213369"},
+    {file = "importlib_metadata-8.2.0.tar.gz", hash = "sha256:72e8d4399996132204f9a16dcc751af254a48f8d1b20b9ff0f98d4a8f901e73d"},
 ]
 
 [package.dependencies]
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 perf = ["ipython"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
+test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
 
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -791,7 +765,6 @@ files = [
 name = "isodate"
 version = "0.6.1"
 description = "An ISO 8601 date/time/duration parser and formatter"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -806,7 +779,6 @@ six = "*"
 name = "isoduration"
 version = "20.11.0"
 description = "Operations with ISO 8601 durations"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -819,14 +791,13 @@ arrow = ">=0.15.0"
 
 [[package]]
 name = "jinja2"
-version = "3.1.2"
+version = "3.1.4"
 description = "A very fast and expressive template engine."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Jinja2-3.1.2-py3-none-any.whl", hash = "sha256:6088930bfe239f0e6710546ab9c19c9ef35e29792895fed6e6e31a023a182a61"},
-    {file = "Jinja2-3.1.2.tar.gz", hash = "sha256:31351a702a408a9e7595a8fc6150fc3f43bb6bf7e319770cbc0db9df9437e852"},
+    {file = "jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"},
+    {file = "jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369"},
 ]
 
 [package.dependencies]
@@ -839,7 +810,6 @@ i18n = ["Babel (>=2.7)"]
 name = "json-flattener"
 version = "0.1.9"
 description = "Python library for denormalizing nested dicts or json objects to tables and back"
-category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -855,7 +825,6 @@ pyyaml = "*"
 name = "jsonasobj"
 version = "1.3.1"
 description = "JSON as python objects"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -867,7 +836,6 @@ files = [
 name = "jsonasobj2"
 version = "1.0.4"
 description = "JSON as python objects - version 2"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -882,11 +850,11 @@ hbreader = "*"
 name = "jsonpatch"
 version = "1.33"
 description = "Apply JSON-Patches (RFC 6902)"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
 files = [
     {file = "jsonpatch-1.33-py2.py3-none-any.whl", hash = "sha256:0ae28c0cd062bbd8b8ecc26d7d164fbbea9652a1a3693f3b956c1eae5145dade"},
+    {file = "jsonpatch-1.33.tar.gz", hash = "sha256:9fcd4009c41e6d12348b4a0ff2563ba56a2923a7dfee731d004e212e1ee5030c"},
 ]
 
 [package.dependencies]
@@ -894,43 +862,38 @@ jsonpointer = ">=1.9"
 
 [[package]]
 name = "jsonpath-ng"
-version = "1.5.3"
+version = "1.6.1"
 description = "A final implementation of JSONPath for Python that aims to be standard compliant, including arithmetic and binary comparison operators and providing clear AST for metaprogramming."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
-    {file = "jsonpath-ng-1.5.3.tar.gz", hash = "sha256:a273b182a82c1256daab86a313b937059261b5c5f8c4fa3fc38b882b344dd567"},
-    {file = "jsonpath_ng-1.5.3-py2-none-any.whl", hash = "sha256:f75b95dbecb8a0f3b86fd2ead21c2b022c3f5770957492b9b6196ecccfeb10aa"},
-    {file = "jsonpath_ng-1.5.3-py3-none-any.whl", hash = "sha256:292a93569d74029ba75ac2dc3d3630fc0e17b2df26119a165fa1d498ca47bf65"},
+    {file = "jsonpath-ng-1.6.1.tar.gz", hash = "sha256:086c37ba4917304850bd837aeab806670224d3f038fe2833ff593a672ef0a5fa"},
+    {file = "jsonpath_ng-1.6.1-py3-none-any.whl", hash = "sha256:8f22cd8273d7772eea9aaa84d922e0841aa36fdb8a2c6b7f6c3791a16a9bc0be"},
 ]
 
 [package.dependencies]
-decorator = "*"
 ply = "*"
-six = "*"
 
 [[package]]
 name = "jsonpointer"
-version = "2.4"
+version = "3.0.0"
 description = "Identify specific nodes in a JSON document (RFC 6901)"
-category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
+python-versions = ">=3.7"
 files = [
-    {file = "jsonpointer-2.4-py2.py3-none-any.whl", hash = "sha256:15d51bba20eea3165644553647711d150376234112651b4f1811022aecad7d7a"},
+    {file = "jsonpointer-3.0.0-py2.py3-none-any.whl", hash = "sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942"},
+    {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"},
 ]
 
 [[package]]
 name = "jsonschema"
-version = "4.18.3"
+version = "4.23.0"
 description = "An implementation of JSON Schema validation for Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jsonschema-4.18.3-py3-none-any.whl", hash = "sha256:aab78b34c2de001c6b692232f08c21a97b436fe18e0b817bf0511046924fceef"},
-    {file = "jsonschema-4.18.3.tar.gz", hash = "sha256:64b7104d72efe856bea49ca4af37a14a9eba31b40bb7238179f3803130fd34d9"},
+    {file = "jsonschema-4.23.0-py3-none-any.whl", hash = "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"},
+    {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
 ]
 
 [package.dependencies]
@@ -949,33 +912,31 @@ webcolors = {version = ">=1.11", optional = true, markers = "extra == \"format\"
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
-format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=24.6.0)"]
 
 [[package]]
 name = "jsonschema-specifications"
-version = "2023.6.1"
+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 = [
-    {file = "jsonschema_specifications-2023.6.1-py3-none-any.whl", hash = "sha256:3d2b82663aff01815f744bb5c7887e2121a63399b49b104a3c96145474d091d7"},
-    {file = "jsonschema_specifications-2023.6.1.tar.gz", hash = "sha256:ca1c4dd059a9e7b34101cf5b3ab7ff1d18b139f35950d598d629837ef66e8f28"},
+    {file = "jsonschema_specifications-2023.12.1-py3-none-any.whl", hash = "sha256:87e4fdf3a94858b8a2ba2778d9ba57d8a9cafca7c7489c46ba0d30a8bc6a9c3c"},
+    {file = "jsonschema_specifications-2023.12.1.tar.gz", hash = "sha256:48a76787b3e70f5ed53f1160d2b81f586e4ca6d1548c5de7085d1682674764cc"},
 ]
 
 [package.dependencies]
-referencing = ">=0.28.0"
+referencing = ">=0.31.0"
 
 [[package]]
 name = "linkml"
-version = "1.5.6"
+version = "1.8.1"
 description = "Linked Open Data Modeling Language"
-category = "main"
 optional = false
-python-versions = ">=3.7.6,<4.0.0"
+python-versions = "<4.0.0,>=3.8.1"
 files = [
-    {file = "linkml-1.5.6-py3-none-any.whl", hash = "sha256:8036d9ead98d0bf61017e5a2db32ca5b752ab32e338c796c4780118f37293d44"},
-    {file = "linkml-1.5.6.tar.gz", hash = "sha256:54b34ad376c3146eb714e961118ac2a02720ac315d8ab76ca802e5dc479b25fb"},
+    {file = "linkml-1.8.1-py3-none-any.whl", hash = "sha256:a68cb4f9bfa16353a4f84ae581db8272a5d151db46f1d6b601c87cb0be6e2d28"},
+    {file = "linkml-1.8.1.tar.gz", hash = "sha256:19e53478119af11e7a6633d764c13dc9d849d3ff9e7d2efc87c9158041e7b7bb"},
 ]
 
 [package.dependencies]
@@ -988,12 +949,12 @@ jinja2 = ">=3.1.0"
 jsonasobj2 = ">=1.0.3,<2.0.0"
 jsonschema = {version = ">=4.0.0", extras = ["format"]}
 linkml-dataops = "*"
-linkml-runtime = ">=1.5.4"
+linkml-runtime = "1.8.0"
 openpyxl = "*"
 parse = "*"
 prefixcommons = ">=0.1.7"
-prefixmaps = ">=0.1.3"
-pydantic = "*"
+prefixmaps = ">=0.2.2"
+pydantic = ">=1.0.0,<3.0.0"
 pyjsg = ">=0.11.6"
 pyshex = ">=0.7.20"
 pyshexc = ">=0.8.3"
@@ -1004,11 +965,15 @@ requests = ">=2.22"
 sqlalchemy = ">=1.4.31"
 watchdog = ">=0.9.0"
 
+[package.extras]
+black = ["black (>=24.0.0)"]
+shacl = ["pyshacl (>=0.25.0,<0.26.0)"]
+tests = ["black (>=24.0.0)", "pyshacl (>=0.25.0,<0.26.0)"]
+
 [[package]]
 name = "linkml-dataops"
 version = "0.1.0"
 description = "LinkML Data Operations API"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1025,14 +990,13 @@ linkml-runtime = ">=1.1.6"
 
 [[package]]
 name = "linkml-runtime"
-version = "1.5.5"
+version = "1.8.0"
 description = "Runtime environment for LinkML, the Linked open data modeling language"
-category = "main"
 optional = false
-python-versions = ">=3.7.6,<4.0.0"
+python-versions = "<4.0,>=3.8"
 files = [
-    {file = "linkml_runtime-1.5.5-py3-none-any.whl", hash = "sha256:92b0148a107f980a75b5608ece692f7d33f77328c6f61640a4d2e51488be4a3c"},
-    {file = "linkml_runtime-1.5.5.tar.gz", hash = "sha256:f0275823c659924c032e88d4084e6fdb9699c0a62c6c62d45cb62e27101cbbff"},
+    {file = "linkml_runtime-1.8.0-py3-none-any.whl", hash = "sha256:e99a809eda52640633f07a9e8b391d1a9da863eb68a475dfd74a79335b909931"},
+    {file = "linkml_runtime-1.8.0.tar.gz", hash = "sha256:436381a7bf791e9af4ef0a5adcac86762d451b77670fbdb3ba083d2c177fb5f2"},
 ]
 
 [package.dependencies]
@@ -1045,94 +1009,102 @@ jsonasobj2 = ">=1.0.4,<2.dev0"
 jsonschema = ">=3.2.0"
 prefixcommons = ">=0.1.12"
 prefixmaps = ">=0.1.4"
-pydantic = ">=1.10.2,<2.0.0"
+pydantic = ">=1.10.2,<3.0.0"
 pyyaml = "*"
 rdflib = ">=6.0.0"
 requests = "*"
 
 [[package]]
 name = "markdown"
-version = "3.3.7"
-description = "Python implementation of Markdown."
-category = "dev"
+version = "3.6"
+description = "Python implementation of John Gruber's Markdown."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
-    {file = "Markdown-3.3.7-py3-none-any.whl", hash = "sha256:f5da449a6e1c989a4cea2631aa8ee67caa5a2ef855d551c88f9e309f4634c621"},
-    {file = "Markdown-3.3.7.tar.gz", hash = "sha256:cbb516f16218e643d8e0a95b309f77eb118cb138d39a4f27851e6a63581db874"},
+    {file = "Markdown-3.6-py3-none-any.whl", hash = "sha256:48f276f4d8cfb8ce6527c8f79e2ee29708508bf4d40aa410fbc3b4ee832c850f"},
+    {file = "Markdown-3.6.tar.gz", hash = "sha256:ed4f41f6daecbeeb96e576ce414c41d2d876daa9a16cb35fa8ed8c2ddfad0224"},
 ]
 
 [package.dependencies]
 importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
 
 [package.extras]
+docs = ["mdx-gh-links (>=0.2)", "mkdocs (>=1.5)", "mkdocs-gen-files", "mkdocs-literate-nav", "mkdocs-nature (>=0.6)", "mkdocs-section-index", "mkdocstrings[python]"]
 testing = ["coverage", "pyyaml"]
 
 [[package]]
 name = "markupsafe"
-version = "2.1.3"
+version = "2.1.5"
 description = "Safely add untrusted strings to HTML/XML markup."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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 name = "mergedeep"
 version = "1.3.4"
 description = "A deep merge function for 🐍."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1142,38 +1114,56 @@ files = [
 
 [[package]]
 name = "mkdocs"
-version = "1.4.3"
+version = "1.6.0"
 description = "Project documentation with Markdown."
-category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 ghp-import = ">=1.0"
-importlib-metadata = {version = ">=4.3", markers = "python_version < \"3.10\""}
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+markupsafe = ">=2.0.1"
 mergedeep = ">=1.3.4"
+mkdocs-get-deps = ">=0.2.0"
 packaging = ">=20.5"
+pathspec = ">=0.11.1"
 pyyaml = ">=5.1"
 pyyaml-env-tag = ">=0.1"
 watchdog = ">=2.0"
 
 [package.extras]
 i18n = ["babel (>=2.9.0)"]
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+
+[[package]]
+name = "mkdocs-get-deps"
+version = "0.2.0"
+description = "MkDocs extension that lists all dependencies according to a mkdocs.yml file"
+optional = false
+python-versions = ">=3.8"
+files = [
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+
+[package.dependencies]
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+mergedeep = ">=1.3.4"
+platformdirs = ">=2.2.0"
+pyyaml = ">=5.1"
 
 [[package]]
 name = "more-click"
 version = "0.1.2"
 description = "More click."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1191,7 +1181,6 @@ tests = ["coverage", "pytest"]
 name = "oauthlib"
 version = "3.2.2"
 description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1208,7 +1197,6 @@ signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
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 version = "0.3.3"
 description = "COGS Operates Google Sheets"
-category = "main"
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 python-versions = ">=3.6, <4"
 files = [
@@ -1228,14 +1216,13 @@ termcolor = "*"
 
 [[package]]
 name = "openpyxl"
-version = "3.1.2"
+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 = [
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 ]
 
 [package.dependencies]
@@ -1243,38 +1230,62 @@ et-xmlfile = "*"
 
 [[package]]
 name = "packaging"
-version = "23.1"
+version = "24.1"
 description = "Core utilities for Python packages"
-category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 ]
 
 [[package]]
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-version = "1.19.1"
+version = "1.20.2"
 description = "parse() is the opposite of format()"
-category = "main"
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 python-versions = "*"
 files = [
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+optional = false
+python-versions = ">=3.8"
+files = [
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+[[package]]
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+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
+optional = false
+python-versions = ">=3.8"
+files = [
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+type = ["mypy (>=1.8)"]
+
 [[package]]
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-version = "1.2.0"
+version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
-category = "main"
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-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 ]
 
 [package.extras]
@@ -1285,7 +1296,6 @@ testing = ["pytest", "pytest-benchmark"]
 name = "ply"
 version = "3.11"
 description = "Python Lex & Yacc"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1297,7 +1307,6 @@ files = [
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 version = "0.1.12"
 description = "A python API for working with ID prefixes"
-category = "main"
 optional = false
 python-versions = ">=3.7,<4.0"
 files = [
@@ -1313,135 +1322,208 @@ requests = ">=2.28.1,<3.0.0"
 
 [[package]]
 name = "prefixmaps"
-version = "0.1.5"
+version = "0.2.5"
 description = "A python library for retrieving semantic prefix maps"
-category = "main"
 optional = false
-python-versions = ">=3.7.6,<4.0.0"
+python-versions = "<4.0,>=3.8"
 files = [
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 ]
 
 [package.dependencies]
-click = ">=8.1.3,<9.0.0"
-greenlet = "2.0.1"
-importlib-metadata = ">=1.0.0"
+curies = ">=0.5.3"
 pyyaml = ">=5.3.1"
-typing-extensions = ">=4.4.0,<5.0.0"
+
+[[package]]
+name = "proto-plus"
+version = "1.24.0"
+description = "Beautiful, Pythonic protocol buffers."
+optional = false
+python-versions = ">=3.7"
+files = [
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+
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+testing = ["google-api-core (>=1.31.5)"]
 
 [[package]]
 name = "protobuf"
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+version = "5.27.2"
 description = ""
-category = "main"
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 name = "pyasn1"
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 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
-category = "main"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
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 [[package]]
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 [package.dependencies]
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 [[package]]
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 [[package]]
 name = "pyjsg"
 version = "0.11.10"
 description = "Python JSON Schema Grammar interpreter"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1455,14 +1537,13 @@ jsonasobj = ">=1.2.1"
 
 [[package]]
 name = "pyparsing"
-version = "3.1.0"
+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 = [
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 ]
 
 [package.extras]
@@ -1472,7 +1553,6 @@ diagrams = ["jinja2", "railroad-diagrams"]
 name = "pyshex"
 version = "0.8.1"
 description = "Python ShEx Implementation"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1495,7 +1575,6 @@ urllib3 = "*"
 name = "pyshexc"
 version = "0.9.1"
 description = "PyShExC - Python ShEx compiler"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1513,14 +1592,13 @@ shexjsg = ">=0.8.1"
 
 [[package]]
 name = "pystow"
-version = "0.5.0"
+version = "0.5.4"
 description = "Easily pick a place to store data for your python package."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1538,14 +1616,13 @@ xml = ["lxml"]
 
 [[package]]
 name = "pytest"
-version = "7.4.0"
+version = "7.4.4"
 description = "pytest: simple powerful testing with Python"
-category = "main"
 optional = false
 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
@@ -1563,7 +1640,6 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no
 name = "pytest-cov"
 version = "4.1.0"
 description = "Pytest plugin for measuring coverage."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1582,7 +1658,6 @@ testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtuale
 name = "pytest-logging"
 version = "2015.11.4"
 description = "Configures logging and allows tweaking the log level with a py.test flag"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1594,14 +1669,13 @@ pytest = ">=2.8.1"
 
 [[package]]
 name = "python-dateutil"
-version = "2.8.2"
+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"
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 ]
 
 [package.dependencies]
@@ -1611,10 +1685,10 @@ six = ">=1.5"
 name = "pytrie"
 version = "0.4.0"
 description = "A pure Python implementation of the trie data structure."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
@@ -1623,59 +1697,68 @@ sortedcontainers = "*"
 
 [[package]]
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 description = "YAML parser and emitter for Python"
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 python-versions = ">=3.6"
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 ]
 
 [[package]]
 name = "pyyaml-env-tag"
 version = "0.1"
 description = "A custom YAML tag for referencing environment variables in YAML files. "
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1688,14 +1771,13 @@ pyyaml = "*"
 
 [[package]]
 name = "rdflib"
-version = "6.3.2"
+version = "7.0.0"
 description = "RDFLib is a Python library for working with RDF, a simple yet powerful language for representing information."
-category = "main"
 optional = false
-python-versions = ">=3.7,<4.0"
+python-versions = ">=3.8.1,<4.0.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -1712,7 +1794,6 @@ networkx = ["networkx (>=2.0.0,<3.0.0)"]
 name = "rdflib-jsonld"
 version = "0.6.1"
 description = "rdflib extension adding JSON-LD parser and serializer"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1727,7 +1808,6 @@ rdflib = ">=5.0.0"
 name = "rdflib-shim"
 version = "1.0.3"
 description = "Shim for rdflib 5 and 6 incompatibilities"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1741,14 +1821,13 @@ rdflib-jsonld = "0.6.1"
 
 [[package]]
 name = "referencing"
-version = "0.29.1"
+version = "0.35.1"
 description = "JSON Referencing + Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1757,14 +1836,13 @@ rpds-py = ">=0.7.0"
 
 [[package]]
 name = "requests"
-version = "2.31.0"
+version = "2.32.3"
 description = "Python HTTP for Humans."
-category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"},
 ]
 
 [package.dependencies]
@@ -1779,14 +1857,13 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "requests-oauthlib"
-version = "1.3.1"
+version = "2.0.0"
 description = "OAuthlib authentication support for Requests."
-category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.4"
 files = [
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 ]
 
 [package.dependencies]
@@ -1800,7 +1877,6 @@ rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
 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 = [
@@ -1815,7 +1891,6 @@ six = "*"
 name = "rfc3987"
 version = "1.3.8"
 description = "Parsing and validation of URIs (RFC 3986) and IRIs (RFC 3987)"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1825,116 +1900,120 @@ files = [
 
 [[package]]
 name = "rpds-py"
-version = "0.8.11"
+version = "0.19.1"
 description = "Python bindings to Rust's persistent data structures (rpds)"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [[package]]
 name = "rsa"
 version = "4.9"
 description = "Pure-Python RSA implementation"
-category = "main"
 optional = false
 python-versions = ">=3.6,<4"
 files = [
@@ -1947,75 +2026,85 @@ pyasn1 = ">=0.1.3"
 
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 [package.extras]
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 jinja2 = ["ruamel.yaml.jinja2 (>=0.2)"]
 
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+
+[package.dependencies]
+greenlet = {version = "!=0.4.17", markers = "python_version < \"3.13\" 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\")"}
+typing-extensions = ">=4.6.0"
 
 [package.extras]
-aiomysql = ["aiomysql", "greenlet (!=0.4.17)"]
-aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing-extensions (!=3.10.0.1)"]
+aiomysql = ["aiomysql (>=0.2.0)", "greenlet (!=0.4.17)"]
+aioodbc = ["aioodbc", "greenlet (!=0.4.17)"]
+aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing_extensions (!=3.10.0.1)"]
 asyncio = ["greenlet (!=0.4.17)"]
 asyncmy = ["asyncmy (>=0.2.3,!=0.2.4,!=0.2.6)", "greenlet (!=0.4.17)"]
 mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2,!=1.1.5)"]
@@ -2167,7 +2259,7 @@ mssql-pyodbc = ["pyodbc"]
 mypy = ["mypy (>=0.910)"]
 mysql = ["mysqlclient (>=1.4.0)"]
 mysql-connector = ["mysql-connector-python"]
-oracle = ["cx-oracle (>=7)"]
+oracle = ["cx_oracle (>=8)"]
 oracle-oracledb = ["oracledb (>=1.0.1)"]
 postgresql = ["psycopg2 (>=2.7)"]
 postgresql-asyncpg = ["asyncpg", "greenlet (!=0.4.17)"]
@@ -2177,13 +2269,12 @@ postgresql-psycopg2binary = ["psycopg2-binary"]
 postgresql-psycopg2cffi = ["psycopg2cffi"]
 postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
 pymysql = ["pymysql"]
-sqlcipher = ["sqlcipher3-binary"]
+sqlcipher = ["sqlcipher3_binary"]
 
 [[package]]
 name = "tabulate"
 version = "0.9.0"
 description = "Pretty-print tabular data"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2196,14 +2287,13 @@ widechars = ["wcwidth"]
 
 [[package]]
 name = "termcolor"
-version = "2.3.0"
+version = "2.4.0"
 description = "ANSI color formatting for output in terminal"
-category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -2213,7 +2303,6 @@ tests = ["pytest", "pytest-cov"]
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 version = "2.0.1"
 description = "A lil' TOML parser"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2223,42 +2312,50 @@ files = [
 
 [[package]]
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+version = "4.66.4"
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-category = "main"
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 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-dev = ["py-make (>=0.1.0)", "twine", "wheel"]
+dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
 
+[[package]]
+name = "types-python-dateutil"
+version = "2.9.0.20240316"
+description = "Typing stubs for python-dateutil"
+optional = false
+python-versions = ">=3.8"
+files = [
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 [[package]]
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-description = "Backported and Experimental Type Hints for Python 3.7+"
-category = "main"
+version = "4.12.2"
+description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 [[package]]
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 version = "1.3.0"
 description = "RFC 6570 URI Template Processor"
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 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2273,7 +2370,6 @@ dev = ["flake8", "flake8-annotations", "flake8-bandit", "flake8-bugbear", "flake
 name = "uritemplate"
 version = "4.1.1"
 description = "Implementation of RFC 6570 URI Templates"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2283,56 +2379,60 @@ files = [
 
 [[package]]
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-version = "1.26.16"
+version = "2.2.2"
 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.*"
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-socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+h2 = ["h2 (>=4,<5)"]
+socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
+zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "watchdog"
-version = "3.0.0"
+version = "4.0.1"
 description = "Filesystem events monitoring"
-category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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+    {file = "wrapt-1.16.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f8212564d49c50eb4565e502814f694e240c55551a5f1bc841d4fcaabb0a9b8a"},
+    {file = "wrapt-1.16.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:5f15814a33e42b04e3de432e573aa557f9f0f56458745c2074952f564c50e664"},
+    {file = "wrapt-1.16.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:db2e408d983b0e61e238cf579c09ef7020560441906ca990fe8412153e3b291f"},
+    {file = "wrapt-1.16.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:edfad1d29c73f9b863ebe7082ae9321374ccb10879eeabc84ba3b69f2579d537"},
+    {file = "wrapt-1.16.0-cp39-cp39-win32.whl", hash = "sha256:ed867c42c268f876097248e05b6117a65bcd1e63b779e916fe2e33cd6fd0d3c3"},
+    {file = "wrapt-1.16.0-cp39-cp39-win_amd64.whl", hash = "sha256:eb1b046be06b0fce7249f1d025cd359b4b80fc1c3e24ad9eca33e0dcdb2e4a35"},
+    {file = "wrapt-1.16.0-py3-none-any.whl", hash = "sha256:6906c4100a8fcbf2fa735f6059214bb13b97f75b1a61777fcf6432121ef12ef1"},
+    {file = "wrapt-1.16.0.tar.gz", hash = "sha256:5f370f952971e7d17c7d1ead40e49f32345a7f7a5373571ef44d800d06b1899d"},
 ]
 
 [[package]]
 name = "zipp"
-version = "3.16.2"
+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-3.16.2-py3-none-any.whl", hash = "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0"},
-    {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"},
+    {file = "zipp-3.19.2-py3-none-any.whl", hash = "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"},
+    {file = "zipp-3.19.2.tar.gz", hash = "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+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)"]
 
 [metadata]
 lock-version = "2.0"
diff --git a/schemasheets/schema_exporter.py b/schemasheets/schema_exporter.py
index 6fdb8c4..0e9dad7 100644
--- a/schemasheets/schema_exporter.py
+++ b/schemasheets/schema_exporter.py
@@ -8,14 +8,14 @@
 import click
 from linkml_runtime.linkml_model import Element, SlotDefinition, SubsetDefinition, ClassDefinition, EnumDefinition, \
     PermissibleValue, \
-    TypeDefinition, Example, Annotation, Prefix
+    TypeDefinition, Example, Annotation, Prefix, SchemaDefinition
 from linkml_runtime.utils.formatutils import underscore
 from linkml_runtime.utils.schemaview import SchemaView
 
 from schemasheets.conf.configschema import ColumnSettings
 from schemasheets.schemamaker import SchemaMaker
 from schemasheets.schemasheet_datamodel import TableConfig, T_CLASS, T_SLOT, SchemaSheet, T_ENUM, T_PV, T_TYPE, \
-    T_SUBSET, T_PREFIX
+    T_SUBSET, T_PREFIX, T_SCHEMA
 
 ROW = Dict[str, Any]
 
@@ -108,7 +108,7 @@ class SchemaExporter:
     Exports a schema to Schema Sheets TSV format
     """
     schemamaker: SchemaMaker = field(default_factory=lambda: SchemaMaker())
-    delimiter = '\t'
+    delimiter: str = field(default_factory=lambda: '\t')
     rows: List[ROW] = field(default_factory=lambda: [])
 
     def export(self, schemaview: SchemaView, to_file: Union[str, Path], specification: str = None,
@@ -229,6 +229,11 @@ def export_element(self, element: Element, parent: Optional[Element], schemaview
                         pk_col = col_name
                     else:
                         continue
+                elif t == T_SCHEMA:
+                    if isinstance(element, SchemaDefinition):
+                        pk_col = col_name
+                    else:
+                        continue
                 else:
                     raise AssertionError(f"Unexpected type: {t}")
         if not pk_col:
diff --git a/schemasheets/schemamaker.py b/schemasheets/schemamaker.py
index b8b7a02..1e0789d 100644
--- a/schemasheets/schemamaker.py
+++ b/schemasheets/schemamaker.py
@@ -4,6 +4,7 @@
 import sys
 import csv
 import logging
+from pathlib import Path
 from urllib.request import urlopen
 from copy import copy
 
@@ -12,11 +13,13 @@
 from dataclasses import dataclass
 from typing import List, Union, Any, Dict, Tuple, Generator, TextIO
 
+from linkml_runtime.dumpers import yaml_dumper, json_dumper
 from linkml_runtime.linkml_model import Annotation, Example
 from linkml_runtime.linkml_model.meta import SchemaDefinition, ClassDefinition, Prefix, \
     SlotDefinition, EnumDefinition, PermissibleValue, SubsetDefinition, TypeDefinition, Element, Setting
 from linkml_runtime.utils.schema_as_dict import schema_as_dict
 from linkml_runtime.utils.schemaview import SchemaView, re
+from linkml_runtime.utils.yamlutils import YAMLRoot
 
 from schemasheets.schemasheet_datamodel import ColumnConfig, TableConfig, get_configmodel, get_metamodel, COL_NAME, \
     DESCRIPTOR, \
@@ -26,6 +29,67 @@
 from schemasheets.utils.prefixtool import guess_prefix_expansion
 
 
+def ensure_path_tokens(path: Union[str, List[str]]) -> List[str]:
+    if isinstance(path, list):
+        return path
+    if "." in path:
+        return path.split(".")
+    return [path]
+
+
+def get_attr_via_path_accessor(obj: Union[dict, YAMLRoot], path: Union[str, List[str]]) -> Any:
+    """
+    Given an object and a path, return the value at the end of the path
+
+    :param obj: object
+    :param path: path
+    :return: value
+    """
+    toks = ensure_path_tokens(path)
+    tok = toks[0]
+    toks = toks[1:]
+    if isinstance(obj, dict):
+        v = obj.get(tok, None)
+    else:
+        # https://github.com/linkml/linkml/issues/971
+        v = getattr(obj, tok, None)
+    if v and toks:
+        return get_attr_via_path_accessor(v, toks)
+    else:
+        return v
+
+
+def set_attr_via_path_accessor(obj: Union[dict, YAMLRoot], path: Union[str, List[str]], value: Any, depth=0) -> None:
+    """
+    Given an object, a path, and a value, set the value at the end of the path
+
+    :param obj: object
+    :param path: path
+    :param value: value
+    :param depth: recursion depth
+    :return: None
+    """
+    toks = ensure_path_tokens(path)
+    tok = toks[0]
+    toks = toks[1:]
+    logging.debug(f"[{depth}] Setting attr {tok} / {toks} in {obj} to {value}")
+    if isinstance(obj, dict):
+        if not toks:
+            obj[tok] = value
+        else:
+            if tok not in obj:
+                obj[tok] = {}
+                logging.info(f"Creating empty dict for: {tok}")
+            set_attr_via_path_accessor(obj[tok], toks, value, depth+1)
+    else:
+        if not toks:
+            setattr(obj, tok, value)
+        else:
+            if not hasattr(obj, tok):
+                setattr(obj, tok, {})
+            set_attr_via_path_accessor(getattr(obj, tok), toks, value, depth+1)
+
+
 class SchemaSheetRowException(Exception):
     pass
 
@@ -56,6 +120,8 @@ class SchemaMaker:
 
     gsheet_id: str = None
     """Google sheet ID."""
+    
+    gsheet_cache_dir: str = None
 
     table_config_path: str = None
     """Path to table configuration file."""
@@ -82,7 +148,9 @@ def create_schema(self, csv_files: Union[str, List[str]], **kwargs) -> SchemaDef
         if not isinstance(csv_files, list):
             csv_files = [csv_files]
         for f in csv_files:
+            # reconstitute schema
             self.load_and_merge_sheet(f, **kwargs)
+        self.schema = SchemaDefinition(**json_dumper.to_dict(self.schema))
         self.schema.imports.append('linkml:types')
         self.schema.prefixes['linkml'] = Prefix('linkml', 'https://w3id.org/linkml/')
         self._tidy_slot_usage()
@@ -102,6 +170,7 @@ def _tidy_slot_usage(self):
         :return:
         """
         for cn, c in self.schema.classes.items():
+            logging.debug(f"Tidying {cn}")
             inapplicable_slots = [sn for sn, s in c.slot_usage.items() if 'inapplicable' in s.annotations]
             for sn in inapplicable_slots:
                 c.slots.remove(sn)
@@ -132,39 +201,47 @@ def load_and_merge_sheet(self, file_name: str, delimiter='\t') -> None:
                 try:
                     self.add_row(row, schemasheet.table_config)
                     line_num += 1
-                except ValueError as e:
-                    raise SchemaSheetRowException(f'Error in line {line_num}, row={row}') from e
+                except (ValueError, AttributeError) as e:
+                    raise SchemaSheetRowException(f"Error in line {line_num}, row={row}\n"
+                                                  f"Exception:\n{e}") from e
 
     def add_row(self, row: Dict[str, Any], table_config: TableConfig):
+        """
+        Add and translate a row from a schema sheet to the current schema.
+
+        A row may represent an instance of a LinkML element, such as a class, slot, type,
+        or enum. The row may also represent a setting, prefix, or schema-level annotation.
+
+        This is known as the "focal element"(s) of the row.
+
+        :param row:
+        :param table_config:
+        :return:
+        """
         for element in self.row_focal_element(row, table_config):
             if isinstance(element, Prefix):
                 name = element.prefix_prefix
             elif isinstance(element, PermissibleValue):
                 name = element.text
             elif isinstance(element, Setting):
-                # print(f"\n{element = }")
                 name = element.setting_key
             else:
                 logging.debug(f'EL={element} in {row}')
                 name = element.name
             logging.debug(f'ADDING: {row} // {name}')
             for k, v in row.items():
-                # print(f"\n{k = }")
+                # iterate through all column values in the row
                 if k not in table_config.columns:
                     raise ValueError(f'Expected to find {k} in {table_config.columns.keys()}')
                 cc = table_config.columns[k]
-                # print(f"{cc = }")
                 v = self.normalize_value(v, cc)
                 if v:
-                    # print(f"{v = }")
                     # special case: class-context provided by settings
                     if cc.settings.applies_to_class:
                         actual_element = list(self.row_focal_element(row, table_config, column=k))[0]
                     else:
                         actual_element = element
-                    # print(f"{cc.maps_to = }")
-                    # print(f"{cc = }")
-                    logging.debug(f'SETTING {name} {cc.maps_to} = {v}')
+                    logging.debug(f'SETTING {name}.{cc.maps_to} = {v} // IK={cc.settings.inner_key}')
                     if cc.maps_to == 'cardinality':
                         self.set_cardinality(actual_element, v)
                     elif cc.metaslot:
@@ -179,9 +256,10 @@ def add_row(self, row: Dict[str, Any], table_config: TableConfig):
                                 anns = yaml.safe_load(v[0])
                                 for ann_key, ann_val in anns.items():
                                     actual_element.annotations[ann_key] = ann_val
-                        elif isinstance(v, list):
+                        elif isinstance(v, list) and not cc.settings.inner_key:
+                            # append to existing list
                             setattr(actual_element, cc.maps_to, getattr(actual_element, cc.maps_to, []) + v)
-                        elif isinstance(v, dict):
+                        elif isinstance(v, dict) and not cc.settings.inner_key:
                             for v_k, v_v in v.items():
                                 curr_dict = getattr(actual_element, cc.maps_to)
                                 curr_dict[v_k] = v_v
@@ -196,15 +274,9 @@ def add_row(self, row: Dict[str, Any], table_config: TableConfig):
                                     # will later be converted to a metamodel object
                                     curr_obj = {}
                                     setattr(actual_element, cc.maps_to, curr_obj)
-                                if isinstance(curr_obj, dict):
-                                    curr_val = curr_obj.get(cc.settings.inner_key, None)
-                                else:
-                                    # https://github.com/linkml/linkml/issues/971
-                                    curr_val = getattr(curr_obj, cc.settings.inner_key, None)
+                                curr_val = get_attr_via_path_accessor(curr_obj, cc.settings.inner_key)
                             else:
                                 curr_val = getattr(actual_element, cc.maps_to)
-                            # print(f"{curr_val = }")
-                            # print(f"{v = }")
 
                             if curr_val and curr_val != 'TEMP' and curr_val != v and \
                                     not isinstance(actual_element, SchemaDefinition) and \
@@ -213,14 +285,18 @@ def add_row(self, row: Dict[str, Any], table_config: TableConfig):
                                 logging.warning(f'Overwriting value for {k}, was {curr_val}, now {v}')
                                 raise ValueError(f'Cannot reset value for {k}, was {curr_val}, now {v}')
                             if cc.settings.inner_key:
+                                obj_to_set = getattr(actual_element, cc.maps_to)
                                 if isinstance(getattr(actual_element, cc.maps_to), list):
                                     if '|' in v:
                                         vs = v.split('|')
                                     else:
                                         vs = [v]
-                                    setattr(actual_element, cc.maps_to, [{cc.settings.inner_key: v} for v in vs])
+                                    for v1 in vs:
+                                        set_attr_via_path_accessor(obj_to_set, cc.settings.inner_key, v1)
+                                    # setattr(actual_element, cc.maps_to, [{cc.settings.inner_key: v} for v in vs])
                                 else:
-                                    getattr(actual_element, cc.maps_to)[cc.settings.inner_key] = v
+                                    set_attr_via_path_accessor(obj_to_set, cc.settings.inner_key, v)
+                                    # getattr(actual_element, cc.maps_to)[cc.settings.inner_key] = v
                             else:
                                 setattr(actual_element, cc.maps_to, v)
                     elif cc.is_element_type:
@@ -317,7 +393,7 @@ def row_focal_element(self, row: Dict[str, Any], table_config: TableConfig,
                 else:
                     raise ValueError(f'Unknown metatype: {typ}')
         if table_config.column_by_element_type is None:
-            raise ValueError(f'No table_config.column_by_element_type')
+            raise ValueError(f"""No table_config.column_by_element_type in {row}""")
         for k, elt_cls in tmap.items():
             if k in table_config.column_by_element_type:
                 col = table_config.column_by_element_type[k]
@@ -512,7 +588,13 @@ def normalize_value(self, v: str, column_config: ColumnConfig = None) -> Any:
                     v = bmap[v.lower()]
                 else:
                     v = bool(v)
-        if metaslot and metaslot.multivalued and not column_config.settings.inner_key:
+        # TODO: use inner_key to look up the actual slot
+        metaslot_is_multivalued = metaslot and metaslot.multivalued and not column_config.settings.inner_key
+        if metaslot and column_config.settings.inner_key:
+            if column_config.settings.internal_separator:
+                # print(f"ASSUMING MV FOR {column_config.name}")
+                metaslot_is_multivalued = True
+        if metaslot_is_multivalued:
             if not isinstance(v, list):
                 if v is None:
                     v = []
@@ -646,10 +728,21 @@ def ensure_file(self, file_name: str) -> str:
     def ensure_csvreader(self, file_name: str, delimiter=None) -> str:
         if self.gsheet_id:
             url = gsheets_download_url(self.gsheet_id, file_name)
+            if self.gsheet_cache_dir:
+                # cache a copy of the file
+                dir_path = Path(self.gsheet_cache_dir)
+                dir_path.mkdir(parents=True, exist_ok=True)
+                path = dir_path / (file_name + '.csv')
+                stream = urlopen(url)
+                lines = [line for line in codecs.iterdecode(stream, 'utf-8')]
+                with open(path, 'w') as f:
+                    f.write("".join(lines))
+                stream.close()
             stream = urlopen(url)
             text_stream = codecs.iterdecode(stream, 'utf-8')
             reader = csv.DictReader(text_stream, delimiter=",")
             yield reader
+
         else:
             with open(file_name) as file:
                 reader = csv.DictReader(file, delimiter=delimiter)
@@ -683,11 +776,13 @@ def ensure_csvreader(self, file_name: str, delimiter=None) -> str:
               help="Auto-repair schema")
 @click.option("--gsheet-id",
               help="Google sheets ID. If this is specified then the arguments MUST be sheet names")
+@click.option("--gsheet-cache-dir",
+                help="Directory to cache google sheets")
 @click.option("--base-schema-path",
               help="Base schema yaml file, the base-schema will be merged with the generated schema")
 @click.option("-v", "--verbose", count=True)
 @click.argument('tsv_files', nargs=-1)
-def convert(tsv_files, gsheet_id, output: TextIO, name, repair, table_config_path: str, use_attributes: bool,
+def convert(tsv_files, gsheet_id, gsheet_cache_dir, output: TextIO, name, repair, table_config_path: str, use_attributes: bool,
             unique_slots: bool, verbose: int, sort_keys: bool, base_schema_path: str):
     """
     Convert schemasheets to a LinkML schema
@@ -712,6 +807,7 @@ def convert(tsv_files, gsheet_id, output: TextIO, name, repair, table_config_pat
     sm = SchemaMaker(use_attributes=use_attributes,
                      unique_slots=unique_slots,
                      gsheet_id=gsheet_id,
+                     gsheet_cache_dir=gsheet_cache_dir,
                      default_name=name,
                      table_config_path=table_config_path,
                      base_schema_path=base_schema_path)
@@ -720,7 +816,6 @@ def convert(tsv_files, gsheet_id, output: TextIO, name, repair, table_config_pat
         schema = sm.repair_schema(schema)
     schema_dict = schema_as_dict(schema)
     output.write(yaml.dump(schema_dict, sort_keys=sort_keys))
-    # output.write(yaml_dumper.dumps(schema))
 
 
 if __name__ == '__main__':
diff --git a/schemasheets/schemasheet_datamodel.py b/schemasheets/schemasheet_datamodel.py
index f435d4b..81e6a93 100644
--- a/schemasheets/schemasheet_datamodel.py
+++ b/schemasheets/schemasheet_datamodel.py
@@ -155,7 +155,6 @@ def add_info(self, col: COL_NAME, info: Union[Dict, DESCRIPTOR]) -> None:
         """
         if col not in self.columns:
             self.columns[col] = ColumnConfig(col)
-        #print(f'ADDING: {col}')
         self.columns[col].add_info(info)
         if self.columns[col].maps_to == 'metatype':
             if self.metatype_column and self.metatype_column != col:
@@ -204,6 +203,7 @@ def from_dictreader(reader: csv.DictReader) -> "SchemaSheet":
         rows = []
         line_num = 1
         table_config_rows = []
+        descriptor_line_count = 0
         for row in reader:
             logging.debug(f"ROW: {row}")
             # google sheets
@@ -213,6 +213,7 @@ def from_dictreader(reader: csv.DictReader) -> "SchemaSheet":
             if row[k0].startswith('>'):
                 table_config_rows.append(row)
                 line_num += 1
+                descriptor_line_count += 1
                 for k, v in row.items():
                     if v is not None and v.startswith('>'):
                         v = v.replace('>', '')
@@ -226,6 +227,8 @@ def from_dictreader(reader: csv.DictReader) -> "SchemaSheet":
                         logging.debug(f'Empty val for {k} in line {line_num}')
             else:
                 rows.append(row)
+        if descriptor_line_count == 0:
+            logging.warning(f"No descriptor line found in {line_num} lines. Start line_num = {line_num}")
         return SchemaSheet(table_config=table_config,
                            table_config_rows=table_config_rows,
                            rows=rows,


Test patch:
diff --git a/tests/test_example_schemas.py b/tests/test_example_schemas.py
new file mode 100644
index 0000000..fbc75aa
--- /dev/null
+++ b/tests/test_example_schemas.py
@@ -0,0 +1,42 @@
+import os
+from pathlib import Path
+
+import pytest
+from linkml_runtime.dumpers import yaml_dumper
+from linkml_runtime.utils.schemaview import SchemaView
+
+from schemasheets.schema_exporter import SchemaExporter
+from schemasheets.schemamaker import SchemaMaker
+from tests import INPUT_DIR, OUTPUT_DIR
+
+
+@pytest.mark.parametrize("source_dir,init_args,roundtrip,delimiter", [
+    ("personinfo-schema", {"use_attributes": True, "unique_slots": True}, True, ","),
+    ("kg-example-schema", {"use_attributes": False, "unique_slots": True}, True, ","),
+    ("kg-example-schema", {"use_attributes": True, "unique_slots": True}, True, ","),
+])
+def test_example_schema(source_dir, init_args, roundtrip, delimiter):
+    sm = SchemaMaker(**init_args)
+    src_dir = Path(INPUT_DIR) / source_dir
+    # glob csv files from INPUT_DIR/source_dir
+    csv_files = list(src_dir.glob('*.csv'))
+    schema = sm.create_schema(csv_files, delimiter=delimiter)
+    schema = sm.repair_schema(schema)
+    yaml_dumper.dump(schema, to_file=os.path.join(OUTPUT_DIR, f'{source_dir}.yaml'))
+    yaml = yaml_dumper.dumps(schema)
+    sv = SchemaView(yaml)
+    if roundtrip:
+        # linkml2sheets, using original sheets as specification
+        # (note that this ignores the main data in the TSV)
+        roundtrip_dir = Path(OUTPUT_DIR) / "roundtrip" / source_dir
+        roundtrip_dir.mkdir(parents=True, exist_ok=True)
+        # print(f"CSV files: {csv_files}")
+        for file in csv_files:
+            exporter = SchemaExporter(schemamaker=sm, delimiter=delimiter)
+            file = str(file)
+            file_base = file.split("/")[-1]
+            to_file = str(roundtrip_dir / file_base)
+            # print(f"Writing schema to {to_file} using {file}")
+            exporter.export(sv, specification=file, to_file=to_file)
+
+