From cc0a16a07cc5aac8f49887ad7f0a01ad9a86aa00 Mon Sep 17 00:00:00 2001
From: Nelson Moore <nelson.moore@essential-soft.com>
Date: Wed, 15 Nov 2023 15:15:32 -0500
Subject: [PATCH] feat: update make_diff_changelog

- reset entity counter for property graph nodes and relationships for each cypher statement to make them easier to test
- add _parent object attr to Tags
- handle generating match clauses for entities that rely on other entities for their uniqueness (props, edges, tags)
- add tests for diff changelog to test_014diff_changelog.py
- update versioning tests to turn entity versioning off at the end of test so it doesn't affect subsequent tests involving entities
- bump version from 0.2.4 to 0.2.5
- update dependency versions identified as security risks by dependabot
---
 python/poetry.lock                     | 2449 ++++++++++++------------
 python/pyproject.toml                  |   10 +-
 python/scripts/make_diff_changelog.py  |  223 ++-
 python/src/bento_meta/objects.py       |    5 +-
 python/tests/test_007versioning.py     |  202 +-
 python/tests/test_014changelog.py      |   26 +-
 python/tests/test_015diff_changelog.py |  388 ++++
 7 files changed, 1929 insertions(+), 1374 deletions(-)
 create mode 100644 python/tests/test_015diff_changelog.py

diff --git a/python/poetry.lock b/python/poetry.lock
index b9d0ab1..1c44b4c 100644
--- a/python/poetry.lock
+++ b/python/poetry.lock
@@ -12,6 +12,21 @@ files = [
     {file = "alabaster-0.7.13.tar.gz", hash = "sha256:a27a4a084d5e690e16e01e03ad2b2e552c61a65469419b907243193de1a84ae2"},
 ]
 
+[[package]]
+name = "annotated-types"
+version = "0.6.0"
+description = "Reusable constraint types to use with typing.Annotated"
+category = "main"
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "annotated_types-0.6.0-py3-none-any.whl", hash = "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43"},
+    {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"},
+]
+
+[package.dependencies]
+typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.9\""}
+
 [[package]]
 name = "anyascii"
 version = "0.3.2"
@@ -38,41 +53,37 @@ files = [
 
 [[package]]
 name = "astroid"
-version = "2.15.6"
+version = "3.0.1"
 description = "An abstract syntax tree for Python with inference support."
 category = "dev"
 optional = false
-python-versions = ">=3.7.2"
+python-versions = ">=3.8.0"
 files = [
-    {file = "astroid-2.15.6-py3-none-any.whl", hash = "sha256:389656ca57b6108f939cf5d2f9a2a825a3be50ba9d589670f393236e0a03b91c"},
-    {file = "astroid-2.15.6.tar.gz", hash = "sha256:903f024859b7c7687d7a7f3a3f73b17301f8e42dfd9cc9df9d4418172d3e2dbd"},
+    {file = "astroid-3.0.1-py3-none-any.whl", hash = "sha256:7d5895c9825e18079c5aeac0572bc2e4c83205c95d416e0b4fee8bc361d2d9ca"},
+    {file = "astroid-3.0.1.tar.gz", hash = "sha256:86b0bb7d7da0be1a7c4aedb7974e391b32d4ed89e33de6ed6902b4b15c97577e"},
 ]
 
 [package.dependencies]
-lazy-object-proxy = ">=1.4.0"
 typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
-wrapt = [
-    {version = ">=1.11,<2", markers = "python_version < \"3.11\""},
-    {version = ">=1.14,<2", markers = "python_version >= \"3.11\""},
-]
 
 [[package]]
 name = "asttokens"
-version = "2.2.1"
+version = "2.4.1"
 description = "Annotate AST trees with source code positions"
 category = "dev"
 optional = false
 python-versions = "*"
 files = [
-    {file = "asttokens-2.2.1-py2.py3-none-any.whl", hash = "sha256:6b0ac9e93fb0335014d382b8fa9b3afa7df546984258005da0b9e7095b3deb1c"},
-    {file = "asttokens-2.2.1.tar.gz", hash = "sha256:4622110b2a6f30b77e1473affaa97e711bc2f07d3f10848420ff1898edbe94f3"},
+    {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"},
+    {file = "asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"},
 ]
 
 [package.dependencies]
-six = "*"
+six = ">=1.12.0"
 
 [package.extras]
-test = ["astroid", "pytest"]
+astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"]
+test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
 
 [[package]]
 name = "attrs"
@@ -95,18 +106,22 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte
 
 [[package]]
 name = "babel"
-version = "2.12.1"
+version = "2.13.1"
 description = "Internationalization utilities"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Babel-2.12.1-py3-none-any.whl", hash = "sha256:b4246fb7677d3b98f501a39d43396d3cafdc8eadb045f4a31be01863f655c610"},
-    {file = "Babel-2.12.1.tar.gz", hash = "sha256:cc2d99999cd01d44420ae725a21c9e3711b3aadc7976d6147f622d8581963455"},
+    {file = "Babel-2.13.1-py3-none-any.whl", hash = "sha256:7077a4984b02b6727ac10f1f7294484f737443d7e2e66c5e4380e41a3ae0b4ed"},
+    {file = "Babel-2.13.1.tar.gz", hash = "sha256:33e0952d7dd6374af8dbf6768cc4ddf3ccfefc244f9986d4074704f2fbd18900"},
 ]
 
 [package.dependencies]
 pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""}
+setuptools = {version = "*", markers = "python_version >= \"3.12\""}
+
+[package.extras]
+dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
 
 [[package]]
 name = "backcall"
@@ -122,180 +137,158 @@ files = [
 
 [[package]]
 name = "bento-mdf"
-version = "0.9.1"
+version = "0.9.4"
 description = "Python driver/validator for Bento Model Description Format"
 category = "main"
 optional = false
 python-versions = ">=3.8,<4.0"
 files = [
-    {file = "bento_mdf-0.9.1-py3-none-any.whl", hash = "sha256:0eb2324876b29c329c5cc0a0638f3eb3d073b77a7725678d34db996f5910734e"},
-    {file = "bento_mdf-0.9.1.tar.gz", hash = "sha256:48a04880010fb09f51eb3d22170c3b1aa69f9dfb1f9b3ffae1982a98e3aec0b9"},
+    {file = "bento_mdf-0.9.4-py3-none-any.whl", hash = "sha256:5a3da254db81528bc57d97adafcef8263146d5cf6e164699914b1e57e2a08265"},
+    {file = "bento_mdf-0.9.4.tar.gz", hash = "sha256:205b8ab2f8aecd82bccb88a2a2cf3dfb1a48bf07630e4669dc896f2476847563"},
 ]
 
 [package.dependencies]
 bento-meta = ">=0.1.3"
 delfick-project = ">=0.7.9,<0.8.0"
 jsonschema = ">=4.17.3,<5.0.0"
-pyyaml = ">=6"
+pyyaml = ">=6.0.1"
 requests = ">=2.28.2,<3.0.0"
 tqdm = ">=4.64.1,<5.0.0"
 
-[[package]]
-name = "bleach"
-version = "6.0.0"
-description = "An easy safelist-based HTML-sanitizing tool."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "bleach-6.0.0-py3-none-any.whl", hash = "sha256:33c16e3353dbd13028ab4799a0f89a83f113405c766e9c122df8a06f5b85b3f4"},
-    {file = "bleach-6.0.0.tar.gz", hash = "sha256:1a1a85c1595e07d8db14c5f09f09e6433502c51c595970edc090551f0db99414"},
-]
-
-[package.dependencies]
-six = ">=1.9.0"
-webencodings = "*"
-
-[package.extras]
-css = ["tinycss2 (>=1.1.0,<1.2)"]
-
 [[package]]
 name = "blis"
-version = "0.7.9"
+version = "0.7.11"
 description = "The Blis BLAS-like linear algebra library, as a self-contained C-extension."
 category = "main"
 optional = true
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
@@ -303,99 +296,114 @@ pycparser = "*"
 
 [[package]]
 name = "charset-normalizer"
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 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 category = "main"
 optional = false
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 ]
 
 [[package]]
 name = "click"
-version = "8.1.6"
+version = "8.1.7"
 description = "Composable command line interface toolkit"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"},
 ]
 
 [package.dependencies]
@@ -416,6 +424,27 @@ files = [
 [package.dependencies]
 click = "*"
 
+[[package]]
+name = "cloudpathlib"
+version = "0.16.0"
+description = "pathlib-style classes for cloud storage services."
+category = "main"
+optional = true
+python-versions = ">=3.7"
+files = [
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+    {file = "cloudpathlib-0.16.0.tar.gz", hash = "sha256:cdfcd35d46d529587d744154a0bdf962aca953b725c8784cd2ec478354ea63a3"},
+]
+
+[package.dependencies]
+typing_extensions = {version = ">4", markers = "python_version < \"3.11\""}
+
+[package.extras]
+all = ["cloudpathlib[azure]", "cloudpathlib[gs]", "cloudpathlib[s3]"]
+azure = ["azure-storage-blob (>=12)"]
+gs = ["google-cloud-storage"]
+s3 = ["boto3"]
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -430,108 +459,98 @@ files = [
 
 [[package]]
 name = "comm"
-version = "0.1.3"
+version = "0.2.0"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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+    {file = "comm-0.2.0.tar.gz", hash = "sha256:a517ea2ca28931c7007a7a99c562a0fa5883cfb48963140cf642c41c948498be"},
 ]
 
 [package.dependencies]
-traitlets = ">=5.3"
+traitlets = ">=4"
 
 [package.extras]
-lint = ["black (>=22.6.0)", "mdformat (>0.7)", "mdformat-gfm (>=0.3.5)", "ruff (>=0.0.156)"]
 test = ["pytest"]
-typing = ["mypy (>=0.990)"]
 
 [[package]]
 name = "confection"
-version = "0.1.0"
+version = "0.1.3"
 description = "The sweetest config system for Python"
 category = "main"
 optional = true
 python-versions = ">=3.6"
 files = [
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+    {file = "confection-0.1.3.tar.gz", hash = "sha256:5a876d368a7698eec58791126757a75a3df16e26cc49653b52426e9ffd39f12f"},
 ]
 
 [package.dependencies]
-pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<1.11.0"
+pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<3.0.0"
 srsly = ">=2.4.0,<3.0.0"
 
 [[package]]
 name = "coverage"
-version = "7.2.7"
+version = "7.3.2"
 description = "Code coverage measurement for Python"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
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 [package.dependencies]
@@ -542,35 +561,35 @@ toml = ["tomli"]
 
 [[package]]
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 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
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 optional = false
 python-versions = ">=3.7"
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 [package.dependencies]
@@ -588,68 +607,73 @@ test-randomorder = ["pytest-randomly"]
 
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 [[package]]
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 test = ["objgraph", "psutil"]
 
 [[package]]
@@ -897,22 +921,22 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 
 [[package]]
 name = "importlib-resources"
-version = "6.0.0"
+version = "6.1.1"
 description = "Read resources from Python packages"
 category = "main"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
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+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
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 [[package]]
 name = "iniconfig"
@@ -940,14 +964,14 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "6.24.0"
+version = "6.26.0"
 description = "IPython Kernel for Jupyter"
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "ipykernel-6.24.0-py3-none-any.whl", hash = "sha256:2f5fffc7ad8f1fd5aadb4e171ba9129d9668dbafa374732cf9511ada52d6547f"},
-    {file = "ipykernel-6.24.0.tar.gz", hash = "sha256:29cea0a716b1176d002a61d0b0c851f34536495bc4ef7dd0222c88b41b816123"},
+    {file = "ipykernel-6.26.0-py3-none-any.whl", hash = "sha256:3ba3dc97424b87b31bb46586b5167b3161b32d7820b9201a9e698c71e271602c"},
+    {file = "ipykernel-6.26.0.tar.gz", hash = "sha256:553856658eb8430bbe9653ea041a41bff63e9606fc4628873fc92a6cf3abd404"},
 ]
 
 [package.dependencies]
@@ -974,14 +998,14 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio"
 
 [[package]]
 name = "ipython"
-version = "8.12.2"
+version = "8.12.3"
 description = "IPython: Productive Interactive Computing"
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "ipython-8.12.2-py3-none-any.whl", hash = "sha256:ea8801f15dfe4ffb76dea1b09b847430ffd70d827b41735c64a0638a04103bfc"},
-    {file = "ipython-8.12.2.tar.gz", hash = "sha256:c7b80eb7f5a855a88efc971fda506ff7a91c280b42cdae26643e0f601ea281ea"},
+    {file = "ipython-8.12.3-py3-none-any.whl", hash = "sha256:b0340d46a933d27c657b211a329d0be23793c36595acf9e6ef4164bc01a1804c"},
+    {file = "ipython-8.12.3.tar.gz", hash = "sha256:3910c4b54543c2ad73d06579aa771041b7d5707b033bd488669b4cf544e3b363"},
 ]
 
 [package.dependencies]
@@ -1033,23 +1057,23 @@ testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)",
 
 [[package]]
 name = "jedi"
-version = "0.18.2"
+version = "0.19.1"
 description = "An autocompletion tool for Python that can be used for text editors."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "jedi-0.18.2-py2.py3-none-any.whl", hash = "sha256:203c1fd9d969ab8f2119ec0a3342e0b49910045abe6af0a3ae83a5764d54639e"},
-    {file = "jedi-0.18.2.tar.gz", hash = "sha256:bae794c30d07f6d910d32a7048af09b5a39ed740918da923c6b780790ebac612"},
+    {file = "jedi-0.19.1-py2.py3-none-any.whl", hash = "sha256:e983c654fe5c02867aef4cdfce5a2fbb4a50adc0af145f70504238f18ef5e7e0"},
+    {file = "jedi-0.19.1.tar.gz", hash = "sha256:cf0496f3651bc65d7174ac1b7d043eff454892c708a87d1b683e57b569927ffd"},
 ]
 
 [package.dependencies]
-parso = ">=0.8.0,<0.9.0"
+parso = ">=0.8.3,<0.9.0"
 
 [package.extras]
 docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
-qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
-testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
+testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 
 [[package]]
 name = "jeepney"
@@ -1087,14 +1111,14 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "jsonschema"
-version = "4.18.4"
+version = "4.19.2"
 description = "An implementation of JSON Schema validation for Python"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jsonschema-4.18.4-py3-none-any.whl", hash = "sha256:971be834317c22daaa9132340a51c01b50910724082c2c1a2ac87eeec153a3fe"},
-    {file = "jsonschema-4.18.4.tar.gz", hash = "sha256:fb3642735399fa958c0d2aad7057901554596c63349f4f6b283c493cf692a25d"},
+    {file = "jsonschema-4.19.2-py3-none-any.whl", hash = "sha256:eee9e502c788e89cb166d4d37f43084e3b64ab405c795c03d343a4dbc2c810fc"},
+    {file = "jsonschema-4.19.2.tar.gz", hash = "sha256:c9ff4d7447eed9592c23a12ccee508baf0dd0d59650615e847feb6cdca74f392"},
 ]
 
 [package.dependencies]
@@ -1111,19 +1135,19 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 
 [[package]]
 name = "jsonschema-specifications"
-version = "2023.7.1"
+version = "2023.11.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jsonschema_specifications-2023.7.1-py3-none-any.whl", hash = "sha256:05adf340b659828a004220a9613be00fa3f223f2b82002e273dee62fd50524b1"},
-    {file = "jsonschema_specifications-2023.7.1.tar.gz", hash = "sha256:c91a50404e88a1f6ba40636778e2ee08f6e24c5613fe4c53ac24578a5a7f72bb"},
+    {file = "jsonschema_specifications-2023.11.1-py3-none-any.whl", hash = "sha256:f596778ab612b3fd29f72ea0d990393d0540a5aab18bf0407a46632eab540779"},
+    {file = "jsonschema_specifications-2023.11.1.tar.gz", hash = "sha256:c9b234904ffe02f079bf91b14d79987faa685fd4b39c377a0996954c0090b9ca"},
 ]
 
 [package.dependencies]
 importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
-referencing = ">=0.28.0"
+referencing = ">=0.31.0"
 
 [[package]]
 name = "jupyter-cache"
@@ -1155,14 +1179,14 @@ testing = ["coverage", "ipykernel", "jupytext", "matplotlib", "nbdime", "nbforma
 
 [[package]]
 name = "jupyter-client"
-version = "8.3.0"
+version = "8.6.0"
 description = "Jupyter protocol implementation and client libraries"
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_client-8.3.0-py3-none-any.whl", hash = "sha256:7441af0c0672edc5d28035e92ba5e32fadcfa8a4e608a434c228836a89df6158"},
-    {file = "jupyter_client-8.3.0.tar.gz", hash = "sha256:3af69921fe99617be1670399a0b857ad67275eefcfa291e2c81a160b7b650f5f"},
+    {file = "jupyter_client-8.6.0-py3-none-any.whl", hash = "sha256:909c474dbe62582ae62b758bca86d6518c85234bdee2d908c778db6d72f39d99"},
+    {file = "jupyter_client-8.6.0.tar.gz", hash = "sha256:0642244bb83b4764ae60d07e010e15f0e2d275ec4e918a8f7b80fbbef3ca60c7"},
 ]
 
 [package.dependencies]
@@ -1179,14 +1203,14 @@ test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pyt
 
 [[package]]
 name = "jupyter-core"
-version = "5.3.1"
+version = "5.5.0"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_core-5.3.1-py3-none-any.whl", hash = "sha256:ae9036db959a71ec1cac33081eeb040a79e681f08ab68b0883e9a676c7a90dce"},
-    {file = "jupyter_core-5.3.1.tar.gz", hash = "sha256:5ba5c7938a7f97a6b0481463f7ff0dbac7c15ba48cf46fa4035ca6e838aa1aba"},
+    {file = "jupyter_core-5.5.0-py3-none-any.whl", hash = "sha256:e11e02cd8ae0a9de5c6c44abf5727df9f2581055afe00b22183f621ba3585805"},
+    {file = "jupyter_core-5.5.0.tar.gz", hash = "sha256:880b86053bf298a8724994f95e99b99130659022a4f7f45f563084b6223861d3"},
 ]
 
 [package.dependencies]
@@ -1195,19 +1219,19 @@ pywin32 = {version = ">=300", markers = "sys_platform == \"win32\" and platform_
 traitlets = ">=5.3"
 
 [package.extras]
-docs = ["myst-parser", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
 test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "keyring"
-version = "24.2.0"
+version = "24.3.0"
 description = "Store and access your passwords safely."
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "keyring-24.2.0-py3-none-any.whl", hash = "sha256:4901caaf597bfd3bbd78c9a0c7c4c29fcd8310dab2cffefe749e916b6527acd6"},
-    {file = "keyring-24.2.0.tar.gz", hash = "sha256:ca0746a19ec421219f4d713f848fa297a661a8a8c1504867e55bfb5e09091509"},
+    {file = "keyring-24.3.0-py3-none-any.whl", hash = "sha256:4446d35d636e6a10b8bce7caa66913dd9eca5fd222ca03a3d42c38608ac30836"},
+    {file = "keyring-24.3.0.tar.gz", hash = "sha256:e730ecffd309658a08ee82535a3b5ec4b4c8669a9be11efb66249d8e0aeb9a25"},
 ]
 
 [package.dependencies]
@@ -1219,9 +1243,9 @@ pywin32-ctypes = {version = ">=0.2.0", markers = "sys_platform == \"win32\""}
 SecretStorage = {version = ">=3.2", markers = "sys_platform == \"linux\""}
 
 [package.extras]
-completion = ["shtab"]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+completion = ["shtab (>=1.1.0)"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
 
 [[package]]
 name = "langcodes"
@@ -1238,52 +1262,6 @@ files = [
 [package.extras]
 data = ["language-data (>=1.1,<2.0)"]
 
-[[package]]
-name = "lazy-object-proxy"
-version = "1.9.0"
-description = "A fast and thorough lazy object proxy."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-files = [
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-]
-
 [[package]]
 name = "liquichange"
 version = "0.2.1"
@@ -1300,7 +1278,7 @@ files = [
 name = "markdown-it-py"
 version = "2.2.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1420,7 +1398,7 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 name = "mdurl"
 version = "0.1.2"
 description = "Markdown URL utilities"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
@@ -1571,14 +1554,14 @@ test = ["flaky", "ipykernel", "ipython", "ipywidgets", "nbconvert (>=7.0.0)", "p
 
 [[package]]
 name = "nbformat"
-version = "5.9.1"
+version = "5.9.2"
 description = "The Jupyter Notebook format"
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1593,13 +1576,13 @@ test = ["pep440", "pre-commit", "pytest", "testpath"]
 
 [[package]]
 name = "neo4j"
-version = "5.10.0"
+version = "5.14.1"
 description = "Neo4j Bolt driver for Python"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1608,17 +1591,44 @@ pytz = "*"
 [package.extras]
 numpy = ["numpy (>=1.7.0,<2.0.0)"]
 pandas = ["numpy (>=1.7.0,<2.0.0)", "pandas (>=1.1.0,<3.0.0)"]
+pyarrow = ["pyarrow (>=1.0.0)"]
 
 [[package]]
 name = "nest-asyncio"
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+version = "1.5.8"
 description = "Patch asyncio to allow nested event loops"
 category = "dev"
 optional = false
 python-versions = ">=3.5"
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+
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+python-versions = "*"
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+version = "23.2"
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+category = "main"
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 [package.dependencies]
@@ -2355,19 +2450,19 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 
 [[package]]
 name = "readme-renderer"
-version = "40.0"
-description = "readme_renderer is a library for rendering \"readme\" descriptions for Warehouse"
+version = "42.0"
+description = "readme_renderer is a library for rendering readme descriptions for Warehouse"
 category = "dev"
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 python-versions = ">=3.8"
 files = [
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 docutils = ">=0.13.1"
+nh3 = ">=0.2.14"
 Pygments = ">=2.5.1"
 
 [package.extras]
@@ -2375,14 +2470,14 @@ md = ["cmarkgfm (>=0.8.0)"]
 
 [[package]]
 name = "referencing"
-version = "0.30.0"
+version = "0.31.0"
 description = "JSON Referencing + Python"
 category = "main"
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 ]
 
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@@ -2443,109 +2538,111 @@ idna2008 = ["idna"]
 
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 name = "rpds-py"
-version = "0.9.2"
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 description = "Python bindings to Rust's persistent data structures (rpds)"
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 [package.dependencies]
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 jinja2 = "*"
 langcodes = ">=3.2.0,<4.0.0"
 murmurhash = ">=0.28.0,<1.1.0"
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+numpy = [
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+    {version = ">=1.19.0", markers = "python_version >= \"3.9\""},
+]
 packaging = ">=20.0"
-pathy = ">=0.10.0"
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 requests = ">=2.13.0,<3.0.0"
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 tqdm = ">=4.38.0,<5.0.0"
 typer = ">=0.3.0,<0.10.0"
 wasabi = ">=0.9.1,<1.2.0"
+weasel = ">=0.1.0,<0.4.0"
 
 [package.extras]
 apple = ["thinc-apple-ops (>=0.1.0.dev0,<1.0.0)"]
@@ -2727,6 +2829,7 @@ cuda115 = ["cupy-cuda115 (>=5.0.0b4,<13.0.0)"]
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 cuda117 = ["cupy-cuda117 (>=5.0.0b4,<13.0.0)"]
 cuda11x = ["cupy-cuda11x (>=11.0.0,<13.0.0)"]
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 cuda91 = ["cupy-cuda91 (>=5.0.0b4,<13.0.0)"]
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 th = ["pythainlp (>=2.0)"]
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+transformers = ["spacy-transformers (>=1.1.2,<1.4.0)"]
 
 [[package]]
 name = "spacy-legacy"
@@ -2752,14 +2854,14 @@ files = [
 
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+version = "1.0.5"
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 [[package]]
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 [[package]]
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 [package.dependencies]
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-sphinx = ">=1.6,<7"
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 sphinxcontrib-jquery = ">=4,<5"
 
 [package.extras]
@@ -2954,53 +3056,61 @@ test = ["pytest"]
 
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 [package.dependencies]
@@ -3008,7 +3118,8 @@ greenlet = {version = "!=0.4.17", markers = "platform_machine == \"aarch64\" or
 typing-extensions = ">=4.2.0"
 
 [package.extras]
-aiomysql = ["aiomysql", "greenlet (!=0.4.17)"]
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 asyncio = ["greenlet (!=0.4.17)"]
 asyncmy = ["asyncmy (>=0.2.3,!=0.2.4,!=0.2.6)", "greenlet (!=0.4.17)"]
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 mypy = ["mypy (>=0.910)"]
 mysql = ["mysqlclient (>=1.4.0)"]
 mysql-connector = ["mysql-connector-python"]
-oracle = ["cx-oracle (>=7)"]
+oracle = ["cx-oracle (>=8)"]
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 postgresql = ["psycopg2 (>=2.7)"]
 postgresql-asyncpg = ["asyncpg", "greenlet (!=0.4.17)"]
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 [package.dependencies]
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 [[package]]
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 description = "Extract data from python stack frames and tracebacks for informative displays"
 category = "dev"
 optional = false
 python-versions = "*"
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 [package.dependencies]
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 [package.dependencies]
@@ -3151,10 +3274,13 @@ catalogue = ">=2.0.4,<2.1.0"
 confection = ">=0.0.1,<1.0.0"
 cymem = ">=2.0.2,<2.1.0"
 murmurhash = ">=1.0.2,<1.1.0"
-numpy = ">=1.15.0"
+numpy = [
+    {version = ">=1.15.0", markers = "python_version < \"3.9\""},
+    {version = ">=1.19.0", markers = "python_version >= \"3.9\""},
+]
 packaging = ">=20.0"
 preshed = ">=3.0.2,<3.1.0"
-pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<1.11.0"
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 setuptools = "*"
 srsly = ">=2.4.0,<3.0.0"
 wasabi = ">=0.8.1,<1.2.0"
@@ -3197,73 +3323,73 @@ files = [
 
 [[package]]
 name = "tomlkit"
-version = "0.11.8"
+version = "0.12.3"
 description = "Style preserving TOML library"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
 name = "tornado"
-version = "6.3.2"
+version = "6.3.3"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">= 3.8"
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 name = "tqdm"
-version = "4.65.0"
+version = "4.66.1"
 description = "Fast, Extensible Progress Meter"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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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 = "traitlets"
-version = "5.9.0"
+version = "5.13.0"
 description = "Traitlets Python configuration system"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
-test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"]
+test = ["argcomplete (>=3.0.3)", "mypy (>=1.6.0)", "pre-commit", "pytest (>=7.0,<7.5)", "pytest-mock", "pytest-mypy-testing"]
 
 [[package]]
 name = "twine"
@@ -3313,31 +3439,30 @@ test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.
 
 [[package]]
 name = "typing-extensions"
-version = "4.7.1"
-description = "Backported and Experimental Type Hints for Python 3.7+"
+version = "4.8.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 ]
 
 [[package]]
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+version = "2.1.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 [package.extras]
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 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
@@ -3358,142 +3483,68 @@ colorama = {version = ">=0.4.6", markers = "sys_platform == \"win32\" and python
 
 [[package]]
 name = "wcwidth"
-version = "0.2.6"
+version = "0.2.10"
 description = "Measures the displayed width of unicode strings in a terminal"
 category = "dev"
 optional = false
 python-versions = "*"
 files = [
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 [[package]]
-name = "webencodings"
-version = "0.5.1"
-description = "Character encoding aliases for legacy web content"
-category = "dev"
-optional = false
-python-versions = "*"
+name = "weasel"
+version = "0.3.4"
+description = "Weasel: A small and easy workflow system"
+category = "main"
+optional = true
+python-versions = ">=3.6"
 files = [
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+[package.dependencies]
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+confection = ">=0.0.4,<0.2.0"
+packaging = ">=20.0"
+pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<3.0.0"
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+srsly = ">=2.4.3,<3.0.0"
+typer = ">=0.3.0,<0.10.0"
+wasabi = ">=0.9.1,<1.2.0"
+
 [[package]]
 name = "wheel"
-version = "0.40.0"
+version = "0.41.3"
 description = "A built-package format for Python"
 category = "dev"
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 python-versions = ">=3.7"
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-
-[package.extras]
-test = ["pytest (>=6.0.0)"]
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-    {file = "wrapt-1.15.0-py3-none-any.whl", hash = "sha256:64b1df0f83706b4ef4cfb4fb0e4c2669100fd7ecacfb59e091fad300d4e04640"},
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+    {file = "wheel-0.41.3-py3-none-any.whl", hash = "sha256:488609bc63a29322326e05560731bf7bfea8e48ad646e1f5e40d366607de0942"},
+    {file = "wheel-0.41.3.tar.gz", hash = "sha256:4d4987ce51a49370ea65c0bfd2234e8ce80a12780820d9dc462597a6e60d0841"},
 ]
 
+[package.extras]
+test = ["pytest (>=6.0.0)", "setuptools (>=65)"]
+
 [[package]]
 name = "zipp"
-version = "3.16.2"
+version = "3.17.0"
 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-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
+    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "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"]
 
 [extras]
@@ -3502,4 +3553,4 @@ tools = ["click", "numpy", "pandas", "spacy", "liquichange"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.8"
-content-hash = "0a1b230db7b23bf50d0b81bf7c2cc4299cfe022335a3389188d077c925cf29ca"
+content-hash = "7c29f4f1e1bf39e7e476af605a15b2cdef024250e0628f6f359390c8ac7e1ec2"
diff --git a/python/pyproject.toml b/python/pyproject.toml
index c205216..68c12e9 100644
--- a/python/pyproject.toml
+++ b/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "bento-meta"
-version = "0.2.4"
+version = "0.2.5"
 description = "Python drivers for Bento Metamodel Database"
 authors = [
   { name="Mark A. Jensen", email = "mark.jensen@nih.gov"},
@@ -20,7 +20,7 @@ classifiers = [
 
 [tool.poetry]
 name = "bento-meta"
-version = "0.2.4"
+version = "0.2.5"
 description = "Python drivers for Bento Metamodel Database"
 authors = [
     "Mark A. Jensen <mark.jensen@nih.gov>",
@@ -37,7 +37,7 @@ PyYAML = ">=6.0.1"
 delfick-project = "^0.7.9"
 neo4j = ">=4.0"
 nanoid = "^2.0.0"
-requests = "^2.28.1"
+requests = "2.31.0"
 tqdm = "^4.64.1"
 setuptools = "^65.4.1"
 numpy = {version = "^1.23.5", optional = true}
@@ -46,6 +46,10 @@ spacy = {version = "^3.4.3", optional = true}
 click = {version = "^8.1.3", optional = true}
 liquichange = "^0.2.1"
 bento-mdf = "^0.9.1"
+tornado = "6.3.3"
+cryptography = "41.0.3"
+certifi = "2023.7.22"
+markdown-it-py = "2.2.0"
 
 [tool.poetry.extras]
 Tools = ["click", "numpy", "pandas", "spacy", "liquichange"]
diff --git a/python/scripts/make_diff_changelog.py b/python/scripts/make_diff_changelog.py
index 0d11c19..ff33f34 100644
--- a/python/scripts/make_diff_changelog.py
+++ b/python/scripts/make_diff_changelog.py
@@ -3,7 +3,6 @@
 model and produces a Liquibase Changelog with the necessary changes to
 an MDB in Neo4J to update the model from the old version to the new one.
 """
-
 import logging
 from pathlib import Path
 from typing import Any, Dict, List, Optional, Tuple, Type, Union
@@ -83,6 +82,7 @@ def get_diff_statements(self) -> List[Tuple[str, Union[Entity, dict]]]:
     def add_node_statement(self, entity: Entity) -> None:
         """Add cypher statement that adds an entity"""
         escape_quotes_in_attr(entity)
+        self.reset_pg_ent_counter()
         ent_c = N(label=entity.get_label(), props=entity.get_attr_dict())
         stmt = Statement(Merge(ent_c))
         self.diff_statements.append((ADD_NODE, stmt))
@@ -90,16 +90,9 @@ def add_node_statement(self, entity: Entity) -> None:
     def remove_node_statement(self, entity: Entity) -> None:
         """Add cypher statement that removes an entity"""
         escape_quotes_in_attr(entity)
+        self.reset_pg_ent_counter()
         ent_c = N(label=entity.get_label(), props=entity.get_attr_dict())
-        if isinstance(entity, Edge):
-            src_c = N(label="node", props=entity.src.get_attr_dict())
-            dst_c = N(label="node", props=entity.dst.get_attr_dict())
-            src_trip = T(ent_c, R(Type="has_src"), src_c)
-            dst_trip = T(ent_c, R(Type="has_dst"), dst_c)
-            path = G(src_trip, dst_trip)
-            match_clause = Match(path)
-        else:
-            match_clause = Match(ent_c)
+        match_clause = self.generate_match_clause(entity=entity, ent_c=ent_c)
         stmt = Statement(match_clause, DetachDelete(ent_c.var))
 
         self.diff_statements.append((REMOVE_NODE, stmt))
@@ -108,11 +101,28 @@ def add_relationship_statement(self, src: Entity, rel: str, dst: Entity) -> None
         """Add cypher statement that adds a relationship from src to dst entities"""
         for ent in [src, dst]:
             escape_quotes_in_attr(ent)
+        self.reset_pg_ent_counter()
+        src_attrs = src.get_attr_dict()
+        dst_attrs = dst.get_attr_dict()
         rel_c = R(Type=rel)
-        src_c = N(label=src.get_label(), props=src.get_attr_dict())
-        dst_c = N(label=dst.get_label(), props=dst.get_attr_dict())
-        plain_trip = T(_plain_var(src_c), rel_c, _plain_var(dst_c))
-        stmt = Statement(Match(src_c, dst_c), Merge(plain_trip))
+        src_c = N(label=src.get_label(), props=src_attrs)
+        dst_c = N(label=dst.get_label(), props=dst_attrs)
+        src_match_clause = self.generate_match_clause(entity=src, ent_c=src_c)
+        dst_match_clause = self.generate_match_clause(entity=dst, ent_c=dst_c)
+        if (src_attrs and not dst_attrs) or (
+            isinstance(src, Property) and isinstance(dst, Tag)  # temp for tags of props
+        ):
+            stmt = Statement(
+                src_match_clause,
+                Merge(T(_plain_var(src_c), rel_c, dst_c)),
+            )
+        elif dst_attrs and not src_attrs:
+            stmt = Statement(
+                dst_match_clause,
+                Merge(T(src_c, rel_c, _plain_var(dst_c))),
+            )
+        else:
+            stmt = Statement(Merge(T(src_c, rel_c, dst_c)))
 
         self.diff_statements.append((ADD_RELATIONSHIP, stmt))
 
@@ -120,11 +130,31 @@ def remove_relationship_statement(self, src: Entity, rel: str, dst: Entity) -> N
         """Add cypher statement that removes a relationship from src to dst entities"""
         for ent in [src, dst]:
             escape_quotes_in_attr(ent)
+        self.reset_pg_ent_counter()
+        src_attrs = src.get_attr_dict()
+        dst_attrs = dst.get_attr_dict()
         rel_c = R(Type=rel)
         src_c = N(label=src.get_label(), props=src.get_attr_dict())
         dst_c = N(label=dst.get_label(), props=dst.get_attr_dict())
         trip = T(src_c, rel_c, dst_c)
-        stmt = Statement(Match(trip), Delete(_plain_var(rel_c)))
+        src_match_clause = self.generate_match_clause(entity=src, ent_c=src_c)
+        dst_match_clause = self.generate_match_clause(entity=dst, ent_c=dst_c)
+        if src_attrs and not dst_attrs:
+            stmt = Statement(
+                src_match_clause,
+                ",",
+                T(_plain_var(src_c), rel_c, dst_c),
+                Delete(_plain_var(rel_c)),
+            )
+        elif dst_attrs and not src_attrs:
+            stmt = Statement(
+                dst_match_clause,
+                ",",
+                T(src_c, rel_c, _plain_var(dst_c)),
+                Delete(_plain_var(rel_c)),
+            )
+        else:
+            stmt = Statement(Match(trip), Delete(_plain_var(rel_c)))
 
         self.diff_statements.append((REMOVE_RELATIONSHIP, stmt))
 
@@ -144,6 +174,7 @@ def add_long_relationship_statement(
         """
         for ent in [parent, obj_ent, src, dst]:
             escape_quotes_in_attr(ent)
+        self.reset_pg_ent_counter()
         parent_c = N(label=parent.get_label(), props=parent.get_attr_dict())
         parent_rel_c = R(Type=parent_rel)
         rel_c = R(Type=rel)
@@ -152,12 +183,22 @@ def add_long_relationship_statement(
 
         # kludge for concepts - need to clean up rel. direction stuff
         if obj_ent.get_label() == src_c.label:
-            parent_trip = T(parent_c, parent_rel_c, src_c)
+            parent_trip = T(_plain_var(parent_c), parent_rel_c, src_c)
+            match_c = dst_c
         else:
-            parent_trip = T(parent_c, parent_rel_c, dst_c)
+            parent_trip = T(_plain_var(parent_c), parent_rel_c, dst_c)
+            match_c = src_c
 
+        parent_match_clause = self.generate_match_clause(entity=parent, ent_c=parent_c)
         plain_trip = T(_plain_var(src_c), rel_c, _plain_var(dst_c))
-        stmt = Statement(Match(parent_trip, dst_c), Merge(plain_trip))
+        stmt = Statement(
+            parent_match_clause,
+            ",",
+            parent_trip.pattern(),
+            ",",
+            match_c.pattern(),
+            Merge(plain_trip),
+        )
 
         self.diff_statements.append((ADD_RELATIONSHIP, stmt))
 
@@ -177,6 +218,7 @@ def remove_long_relationship_statement(
         """
         for ent in [parent, obj_ent, src, dst]:
             escape_quotes_in_attr(ent)
+        self.reset_pg_ent_counter()
         parent_c = N(label=parent.get_label(), props=parent.get_attr_dict())
         parent_rel_c = R(Type=parent_rel)
         rel_c = R(Type=rel)
@@ -185,12 +227,21 @@ def remove_long_relationship_statement(
 
         # kludge for concepts - need to clean up rel. direction stuff
         if obj_ent.get_label() == src_c.label:
-            parent_trip = T(parent_c, parent_rel_c, src_c)
+            parent_trip = T(_plain_var(parent_c), parent_rel_c, src_c)
+            trip = T(_plain_var(src_c), rel_c, dst_c)
         else:
-            parent_trip = T(parent_c, parent_rel_c, dst_c)
-
-        trip = T(src_c, rel_c, dst_c)
-        stmt = Statement(Match(parent_trip, trip), Delete(_plain_var(rel_c)))
+            parent_trip = T(_plain_var(parent_c), parent_rel_c, dst_c)
+            trip = T(src_c, rel_c, _plain_var(dst_c))
+
+        parent_match_clause = self.generate_match_clause(entity=parent, ent_c=parent_c)
+        stmt = Statement(
+            parent_match_clause,
+            ",",
+            parent_trip.pattern(),
+            ",",
+            trip.pattern(),
+            Delete(_plain_var(parent_c)),
+        )
 
         self.diff_statements.append((REMOVE_RELATIONSHIP, stmt))
 
@@ -199,26 +250,80 @@ def add_property_statement(
     ) -> None:
         """Add cypher statement that adds a property to an entity"""
         escape_quotes_in_attr(entity)
-        prop_value_unesc = prop_value.replace(r"\'", "'").replace(r"\"", '"')
-        prop_value_esc = prop_value_unesc.replace("'", r"\'").replace('"', r"\"")
+        self.reset_pg_ent_counter()
+        if isinstance(prop_value, str):
+            prop_value = prop_value.replace(r"\'", "'").replace(r"\"", '"')
+            prop_value = prop_value.replace("'", r"\'").replace('"', r"\"")
 
-        prop_c = P(handle=prop_handle, value=prop_value_esc)
+        prop_c = P(handle=prop_handle, value=prop_value)
         ent_c_noprop = N(label=entity.get_label(), props=entity.get_attr_dict())
         ent_c_prop = N(label=entity.get_label(), props=entity.get_attr_dict())
         ent_c_prop._add_props(prop_c)
         ent_c_prop.var = ent_c_noprop.var
-        stmt = Statement(Match(ent_c_noprop), Set(ent_c_prop.props[prop_handle]))
+        match_clause = self.generate_match_clause(entity=entity, ent_c=ent_c_noprop)
+        stmt = Statement(match_clause, Set(ent_c_prop.props[prop_handle]))
 
         self.diff_statements.append((ADD_PROPERTY, stmt))
 
     def remove_property_statement(self, entity: Entity, prop_handle: str) -> None:
         """Add cypher statement that removes a property from an entity"""
         escape_quotes_in_attr(entity)
+        self.reset_pg_ent_counter()
         ent_c = N(label=entity.get_label(), props=entity.get_attr_dict())
-        stmt = Statement(Match(ent_c), Remove(ent_c, prop=prop_handle))
+        match_clause = self.generate_match_clause(entity=entity, ent_c=ent_c)
+        stmt = Statement(match_clause, Remove(ent_c, prop=prop_handle))
 
         self.diff_statements.append((REMOVE_PROPERTY, stmt))
 
+    def generate_match_clause(self, entity: Entity, ent_c: N) -> Match:
+        """Generate Match clause for entity"""
+        if isinstance(entity, Edge):
+            return self.match_edge(edge=entity, ent_c=ent_c)
+        if isinstance(entity, Property):
+            # remove '_parent_handle' from ent_c property
+            ent_c.props.pop("_parent_handle", None)
+            return self.match_prop(prop=entity, ent_c=ent_c)
+        if isinstance(entity, Tag):
+            return self.match_tag(tag=entity, ent_c=ent_c)
+        return Match(ent_c)
+
+    def match_edge(self, edge: Edge, ent_c: N) -> Match:
+        """Add MATCH statement for edge"""
+        src_c = N(label="node", props=edge.src.get_attr_dict())
+        dst_c = N(label="node", props=edge.dst.get_attr_dict())
+        src_trip = T(ent_c, R(Type="has_src"), src_c)
+        dst_trip = T(ent_c, R(Type="has_dst"), dst_c)
+        path = G(src_trip, dst_trip)
+        return Match(path)
+
+    def match_prop(self, prop: Property, ent_c: N) -> Match:
+        """Add MATCH statement for property"""
+        if not prop._parent_handle:
+            raise AttributeError(
+                f"Property missing parent handle {prop.get_attr_dict()}"
+            )
+        par_c = N(props={"handle": prop._parent_handle})
+        prop_trip = T(par_c, R(Type="has_property"), ent_c)
+        return Match(prop_trip)
+
+    def match_tag(self, tag: Tag, ent_c: N) -> Match:
+        """Add MATCH statement for tag"""
+        if not tag._parent:
+            raise AttributeError(f"Tag {tag.get_attr_dict()} missing parent")
+        parent = tag._parent
+        par_c = N(label=parent.get_label(), props=parent.get_attr_dict())
+        par_c.props.pop("_parent_handle", None)
+        # temp workaround for long matches
+        par_match_clause = self.generate_match_clause(entity=parent, ent_c=par_c)
+        par_match_str = str(par_match_clause)[6:]
+        tag_trip = T(_plain_var(par_c), R(Type="has_tag"), ent_c)
+        return Match(par_match_str, tag_trip)
+
+    def reset_pg_ent_counter(self) -> None:
+        """Reset property graph entity variable counters to 0"""
+        N._reset_counter()
+        R._reset_counter()
+
     def update_simple_attr_segment(
         self, entity: Entity, attr: str, old_value: Any, new_value: Any
     ) -> None:
@@ -258,6 +363,7 @@ def update_object_attr_segment(
         if new_values and not old_values:
             # add relationship between entity and object attr if DNE
             self.add_relationship_statement(src=parent, rel=parent_rel, dst=obj_ent)
+            old_values = {}
         for old_value in old_values.values():
             old_entity = self.get_entity_of_type(
                 entity_type="terms", entity_attr_dict=old_value.get_attr_dict()
@@ -298,22 +404,25 @@ def update_collection_attr_segment(
     ) -> None:
         """
         Update collection attr (e.g. list of props, tags, terms of an object attr)
-
-        parent_entity is for Valuesets & Concepts so that it can locate the correct one.
         """
         for old_value in old_values.values():
             old_entity = self.get_entity_of_type(
                 entity_type=attr, entity_attr_dict=old_value.get_attr_dict()
             )
             if isinstance(old_entity, Tag):  # not handled in add/rem
+                old_entity._parent = entity
                 self.remove_node_statement(entity=old_entity)
-            src, rel, dst = self.get_triplet(entity=entity, attr=attr, value=old_entity)
-            self.remove_relationship_statement(src=src, rel=rel, dst=dst)
+            else:
+                src, rel, dst = self.get_triplet(
+                    entity=entity, attr=attr, value=old_entity
+                )
+                self.remove_relationship_statement(src=src, rel=rel, dst=dst)
         for new_value in new_values.values():
             new_entity = self.get_entity_of_type(
                 entity_type=attr, entity_attr_dict=new_value.get_attr_dict()
             )
             if isinstance(new_entity, Tag):  # not handled in add/rem
+                new_entity._parent = entity
                 self.add_node_statement(entity=new_entity)
             src, rel, dst = self.get_triplet(entity=entity, attr=attr, value=new_entity)
             self.add_relationship_statement(src=src, rel=rel, dst=dst)
@@ -401,23 +510,27 @@ def split_entity_diff(self, entity_type: str) -> None:
         if not entity_diff:
             logger.warning(f"No diff for entity type {entity_type}")
             return
+        # change Nones to empty dicts for .items()
+        for change in ("removed", "added", "changed"):
+            if entity_diff.get(change) is None:
+                entity_diff[change] = {}
         # removed entities
-        removed_entities = entity_diff.get("removed", {})
-        if removed_entities:
-            for entity in removed_entities.values():
-                self.remove_node_statement(entity=entity)
+        for entity_key, entity in entity_diff.get("removed", {}).items():
+            if isinstance(entity, Property) and entity._parent_handle is None:
+                entity._parent_handle = entity_key[0]
+            self.remove_node_statement(entity=entity)
         # added entities
-        added_entities = entity_diff.get("added", {})
-        if added_entities:
-            for entity in added_entities.values():
-                self.add_node_statement(entity=entity)
-                if entity_type == "edges":
-                    self.add_relationship_statement(
-                        src=entity, rel="has_src", dst=entity.src
-                    )
-                    self.add_relationship_statement(
-                        src=entity, rel="has_dst", dst=entity.dst
-                    )
+        for entity_key, entity in entity_diff.get("added", {}).items():
+            if isinstance(entity, Property) and entity._parent_handle is None:
+                entity._parent_handle = entity_key[0]
+            self.add_node_statement(entity=entity)
+            if entity_type == "edges":
+                self.add_relationship_statement(
+                    src=entity, rel="has_src", dst=entity.src
+                )
+                self.add_relationship_statement(
+                    src=entity, rel="has_dst", dst=entity.dst
+                )
         # changed entities (updated attrs)
         class_attrs = self.get_class_attrs(entity_type=self.entity_classes[entity_type])
         for entity_key, change_dict in entity_diff.get("changed", {}).items():
@@ -425,29 +538,33 @@ def split_entity_diff(self, entity_type: str) -> None:
                 entity_type=entity_type, entity_key=entity_key
             )
             for attr, attr_changes in change_dict.items():
+                old_val = attr_changes.get("removed", {})
+                new_val = attr_changes.get("added", {})
+                # change None vals to {}s for .values()
+                old_val, new_val = (old_val or {}, new_val or {})
                 # update simple attribute (e.g. desc/is_required)
                 if attr in class_attrs["simple"]:
                     self.update_simple_attr_segment(
                         entity=entity,
                         attr=attr,
-                        old_value=attr_changes.get("removed", []),
-                        new_value=attr_changes.get("added", []),
+                        old_value=old_val,
+                        new_value=new_val,
                     )
                 # update object attr (i.e. term container, e.g. concept, value_set)
                 elif attr in class_attrs["object"]:
                     self.update_object_attr_segment(
                         entity=entity,
                         attr=attr,
-                        old_values=attr_changes.get("removed", []),
-                        new_values=attr_changes.get("added", []),
+                        old_values=old_val,
+                        new_values=new_val,
                     )
                 # update collection attr (e.g. list of props, tags)
                 elif attr in class_attrs["collection"]:
                     self.update_collection_attr_segment(
                         entity=entity,
                         attr=attr,
-                        old_values=attr_changes.get("removed", []),
-                        new_values=attr_changes.get("added", []),
+                        old_values=old_val,
+                        new_values=new_val,
                     )
                 else:
                     raise AttributeError(
diff --git a/python/src/bento_meta/objects.py b/python/src/bento_meta/objects.py
index 7ba495f..dab9b5d 100644
--- a/python/src/bento_meta/objects.py
+++ b/python/src/bento_meta/objects.py
@@ -91,7 +91,7 @@ class Property(Entity):
             "units": "units",
             "item_domain": "item_domain",
             "is_required": "is_required",
-            "parent_handle": "parent_handle",
+            "_parent_handle": "_parent_handle",
         },
         "relationship": {
             "concept": {"rel": ":has_concept>", "end_cls": "Concept"},
@@ -335,11 +335,12 @@ def __init__(self, init=None):
 class Tag(Entity):
     """Subclass that allows simple key-value tagging of a model at arbitrary points."""
 
-    attspec_ = {"key": "simple", "value": "simple"}
+    attspec_ = {"key": "simple", "value": "simple", "_parent": "object"}
     mapspec_ = {
         "label": "tag",
         "key": "key",
         "property": {"key": "key", "value": "value"},
+        "relationship": {"_parent": {"rel": "<:has_tag", "end_cls": "Entity"}},
     }
     (attspec, _mapspec) = mergespec("Tag", attspec_, mapspec_)
 
diff --git a/python/tests/test_007versioning.py b/python/tests/test_007versioning.py
index 53a2cee..8a4c67a 100644
--- a/python/tests/test_007versioning.py
+++ b/python/tests/test_007versioning.py
@@ -1,106 +1,112 @@
 import re
 import sys
-sys.path.insert(0,'.')
-sys.path.insert(0,'..')
+
+sys.path.insert(0, ".")
+sys.path.insert(0, "..")
+from pdb import set_trace
+
 import pytest
 from bento_meta.entity import *
 from bento_meta.objects import *
-from pdb import set_trace
+
 
 def test_object_versioning():
-  Entity.versioning(True)
-  assert Entity.versioning_on
-  Entity.set_version_count(3)
-  assert Entity.version_count==3
-  Entity.set_version_count(1)
-  #         r1                                                                    
-  #       /   \                                                                   
-  #    n1       n2                                                                
-  #            /|\                                                                
-  #          p1 p2 p3                
-  n1=Node({"handle":"n1"})
-  n2=Node({"handle":"n2"})  
-  r1=Edge({"handle":"r1","src":n1,"dst":n2})
-  p1=Property({"handle":"p1"})
-  p2=Property({"handle":"p2"})
-  p3=Property({"handle":"p3"})
-  n2.props['p1']=p1
-  n2.props['p2']=p2
-  n2.props['p3']=p3
-
-  assert r1.src == n1
-  assert r1.dst == n2
-  assert n2.props['p1'] == p1
-
-  for e in [n1,n2,r1,p1,p2,p3]:
-    assert e._from==1
-    assert not e._to
-
-  dup = n1.dup()
-  assert dup != n1
-  Entity.set_version_count(2) # bump version
-
-  #         r1       r21                                                          
-  #       /   \    /    \                                                         
-  #    n1       n2       n21                                                      
-  #            /|\        |                                                       
-  #          p1 p2 p3    p21                                                      
-
-  n21=Node({"handle":"n21"})
-  r21=Edge({"handle":"r21","src":n2,"dst":n21})
-  p21=Property({"handle":"p21"})
-  n21.props['p21']=p21
-  assert r1.dst == r21.src
-
-  for e in [r21,n21,p21]:
-    assert e._from == 2
-    assert not e._to
-
-  for e in [n1,n2,r1,p1,p2,p3]:
-    assert e._from == 1
-
-  Entity.set_version_count(3)
-
-  #         r1       r21                                                          
-  #       /   \    /    \                                                         
-  #    n1       n2       n21                                                      
-  #            /|\        |                                                       
-  #          p1 p2 p3    p21                                                      
-
-  n31=Node({"handle":"n31"})
-  n21.delete()
-  r21.dst=n31
-  assert r21.dst == n31
-  assert r21._prev
-  assert r21._prev._next == r21
-  assert r21._prev.handle == "r21"
-  assert r21._prev.dst == n21
-
-  n1._commit = "blarf"
-  assert n1._commit == "blarf"
-  assert not n1._prev._commit # prev version attr still empth
-  assert not n1._prev._prev # only two versions of n1
-  assert r1._prev # changing n1 induced a change on r1 (owner of n1)
-  assert r1.src._commit == "blarf" # latest r1 src is the latest n1
-  assert not r1._prev.src._commit # old r1 src, old n1, has empty category attr
-  assert not r1._prev._prev # only 2 versions of r1
-  prev = n1._prev
-  n1.model="test2" # change another attr shouldn't dup
-  assert n1._prev == prev # and it didn't dup
-  assert prev._next == n1 # yep
-
-  Entity.set_version_count(4)
-  #         r1       r21 --                                                       
-  #       /   \    /        \                                                     
-  #    n1*      n2 --       n31                                                   
-  #            /|\    \      /                                                    
-  #          p1 p2 p3 p41  p21                                                    
-
-  p41=Property({"handle":"p41"})
-  n2.props['p41']=p41
-  assert n2._prev
-  assert not 'p41' in n2._prev.props
-  assert n2.props['p41'] == p41
-  
+    Entity.versioning(True)
+    assert Entity.versioning_on
+    Entity.set_version_count(3)
+    assert Entity.version_count == 3
+    Entity.set_version_count(1)
+    #         r1
+    #       /   \
+    #    n1       n2
+    #            /|\
+    #          p1 p2 p3
+    n1 = Node({"handle": "n1"})
+    n2 = Node({"handle": "n2"})
+    r1 = Edge({"handle": "r1", "src": n1, "dst": n2})
+    p1 = Property({"handle": "p1"})
+    p2 = Property({"handle": "p2"})
+    p3 = Property({"handle": "p3"})
+    n2.props["p1"] = p1
+    n2.props["p2"] = p2
+    n2.props["p3"] = p3
+
+    assert r1.src == n1
+    assert r1.dst == n2
+    assert n2.props["p1"] == p1
+
+    for e in [n1, n2, r1, p1, p2, p3]:
+        assert e._from == 1
+        assert not e._to
+
+    dup = n1.dup()
+    assert dup != n1
+    Entity.set_version_count(2)  # bump version
+
+    #         r1       r21
+    #       /   \    /    \
+    #    n1       n2       n21
+    #            /|\        |
+    #          p1 p2 p3    p21
+
+    n21 = Node({"handle": "n21"})
+    r21 = Edge({"handle": "r21", "src": n2, "dst": n21})
+    p21 = Property({"handle": "p21"})
+    n21.props["p21"] = p21
+    assert r1.dst == r21.src
+
+    for e in [r21, n21, p21]:
+        assert e._from == 2
+        assert not e._to
+
+    for e in [n1, n2, r1, p1, p2, p3]:
+        assert e._from == 1
+
+    Entity.set_version_count(3)
+
+    #         r1       r21
+    #       /   \    /    \
+    #    n1       n2       n21
+    #            /|\        |
+    #          p1 p2 p3    p21
+
+    n31 = Node({"handle": "n31"})
+    n21.delete()
+    r21.dst = n31
+    assert r21.dst == n31
+    assert r21._prev
+    assert r21._prev._next == r21
+    assert r21._prev.handle == "r21"
+    assert r21._prev.dst == n21
+
+    n1._commit = "blarf"
+    assert n1._commit == "blarf"
+    assert not n1._prev._commit  # prev version attr still empth
+    assert not n1._prev._prev  # only two versions of n1
+    assert r1._prev  # changing n1 induced a change on r1 (owner of n1)
+    assert r1.src._commit == "blarf"  # latest r1 src is the latest n1
+    assert not r1._prev.src._commit  # old r1 src, old n1, has empty category attr
+    assert not r1._prev._prev  # only 2 versions of r1
+    prev = n1._prev
+    n1.model = "test2"  # change another attr shouldn't dup
+    assert n1._prev == prev  # and it didn't dup
+    assert prev._next == n1  # yep
+
+    Entity.set_version_count(4)
+    #         r1       r21 --
+    #       /   \    /        \
+    #    n1*      n2 --       n31
+    #            /|\    \      /
+    #          p1 p2 p3 p41  p21
+
+    p41 = Property({"handle": "p41"})
+    n2.props["p41"] = p41
+    assert n2._prev
+    assert not "p41" in n2._prev.props
+    assert n2.props["p41"] == p41
+    Entity.versioning(False)
+    assert not Entity.versioning_on
+
+
 if __name__ == "__main__":
-  test_object_versioning()
+    test_object_versioning()
diff --git a/python/tests/test_014changelog.py b/python/tests/test_014changelog.py
index 9763285..1484b88 100644
--- a/python/tests/test_014changelog.py
+++ b/python/tests/test_014changelog.py
@@ -2,19 +2,19 @@
 import os
 import sys
 
-from bento_mdf.diff import diff_models
 from bento_mdf.mdf import MDF
 from bento_meta.objects import Property
 from bento_meta.util.changelog import update_config_changeset_id
-from scripts.make_diff_changelog import convert_diff_to_changelog
+from liquichange.changelog import Changeset
+
+sys.path.append("../")
+
 from scripts.make_mapping_changelog import convert_mappings_to_changelog
 from scripts.make_model_changelog import (
     convert_model_to_changelog,
     escape_quotes_in_attr,
 )
 
-sys.path.append("../")
-
 # define filepaths for sample MDFs
 CURRENT_DIRECTORY = os.path.dirname(os.path.abspath(__file__))
 TEST_MDF = os.path.join(CURRENT_DIRECTORY, "samples", "test_mdf.yml")
@@ -38,21 +38,6 @@ def test_make_model_changelog():
     assert len(changelog.subelements) == 46
 
 
-# make_diff_changelog
-def test_make_diff_changelog():
-    mdf_old = MDF(TEST_MDF, handle=MODEL_HDL, _commit=_COMMIT, raiseError=True)
-    mdf_new = MDF(TEST_MDF_DIFF, handle=MODEL_HDL, _commit=_COMMIT, raiseError=True)
-    diff = diff_models(mdl_a=mdf_old.model, mdl_b=mdf_new.model)
-    changelog = convert_diff_to_changelog(
-        diff=diff,
-        model_handle=MODEL_HDL,
-        author=AUTHOR,
-        config_file_path=TEST_CHANGELOG_CONFIG,
-    )
-    update_config_changeset_id(TEST_CHANGELOG_CONFIG, 1)
-    assert len(changelog.subelements) == 33
-
-
 # make_mapping_changelog
 def test_make_mapping_changelog():
     changelog = convert_mappings_to_changelog(
@@ -62,6 +47,9 @@ def test_make_mapping_changelog():
         _commit=_COMMIT,
     )
     update_config_changeset_id(TEST_CHANGELOG_CONFIG, 1)
+    sample_changeset = changelog.subelements[0]
+    assert isinstance(sample_changeset, Changeset)
+    assert sample_changeset.run_always is True
     assert len(changelog.subelements) == 6
 
 
diff --git a/python/tests/test_015diff_changelog.py b/python/tests/test_015diff_changelog.py
new file mode 100644
index 0000000..7d0db98
--- /dev/null
+++ b/python/tests/test_015diff_changelog.py
@@ -0,0 +1,388 @@
+"""Tests for diffr changelog generation script"""
+import os
+import sys
+
+from bento_mdf.diff import diff_models
+from bento_mdf.mdf import MDF
+from bento_meta.objects import Concept, Property, Tag, Term, ValueSet
+from bento_meta.util.changelog import update_config_changeset_id
+
+sys.path.append("../")
+
+from scripts.make_diff_changelog import DiffSplitter, convert_diff_to_changelog
+
+# define filepaths for sample MDFs
+CURRENT_DIRECTORY = os.path.dirname(os.path.abspath(__file__))
+TEST_MDF = os.path.join(CURRENT_DIRECTORY, "samples", "test_mdf.yml")
+TEST_MDF_DIFF = os.path.join(CURRENT_DIRECTORY, "samples", "test_mdf_diff.yml")
+TEST_MAPPING_MDF = os.path.join(CURRENT_DIRECTORY, "samples", "test_mapping_mdf.yml")
+# changelog config probably not needed for these tests? remove below & file from samples?
+TEST_CHANGELOG_CONFIG = os.path.join(CURRENT_DIRECTORY, "samples", "test_changelog.ini")
+AUTHOR = "Tolkien"
+MODEL_HDL = "TEST"
+_COMMIT = "_COMMIT_123"
+
+NODES = "nodes"
+EDGES = "edges"
+PROPS = "props"
+TERMS = "terms"
+NODE_HANDLE_1 = "subject"
+NODE_HANDLE_2 = "diagnosis"
+EDGE_HANDLE = "of_subject"
+EDGE_KEY = (EDGE_HANDLE, NODE_HANDLE_2, NODE_HANDLE_1)
+PROP_HANDLE_1 = "primary_disease_site"
+PROP_KEY = (PROP_HANDLE_1, NODE_HANDLE_2)
+PROP_HANDLE_2 = "id"
+TERM_VALUE_1 = "Lung"
+TERM_ORIGIN_1 = "NCIt"
+TERM_KEY = (TERM_VALUE_1, TERM_ORIGIN_1)
+TERM_VALUE_2 = "Kidney"
+TERM_ORIGIN_2 = "NCIm"
+TERM_KEY = (TERM_VALUE_2, TERM_ORIGIN_2)
+
+
+def test_make_diff_changelog_length():
+    mdf_old = MDF(TEST_MDF, handle=MODEL_HDL, _commit=_COMMIT, raiseError=True)
+    mdf_new = MDF(TEST_MDF_DIFF, handle=MODEL_HDL, _commit=_COMMIT, raiseError=True)
+    diff = diff_models(mdl_a=mdf_old.model, mdl_b=mdf_new.model)
+    changelog = convert_diff_to_changelog(
+        diff=diff,
+        model_handle=MODEL_HDL,
+        author=AUTHOR,
+        config_file_path=TEST_CHANGELOG_CONFIG,
+    )
+    update_config_changeset_id(TEST_CHANGELOG_CONFIG, 1)
+    assert len(changelog.subelements) == 39
+
+
+class TestGetDiffStatements:
+    SIMP_ATT = "nanoid"
+    SIMP_ATT_1 = "abc123"
+    SIMP_ATT_2 = "def456"
+    OBJ_ATT_C = "concept"
+    OBJ_ATT_C1 = Concept({"nanoid": "abc123"})
+    OBJ_ATT_C2 = Concept({"nanoid": "def456"})
+    OBJ_ATT_V = "value_set"
+    OBJ_ATT_V1 = ValueSet({"handle": "vs252"})
+    OBJ_ATT_V2 = ValueSet({"handle": "vs596"})
+    TERM_1 = Term({"value": TERM_VALUE_1, "origin_name": TERM_ORIGIN_1})
+    TERM_2 = Term({"value": TERM_VALUE_2, "origin_name": TERM_ORIGIN_2})
+    OBJ_ATT_C1.terms[TERM_VALUE_1] = TERM_1
+    OBJ_ATT_C2.terms[TERM_VALUE_2] = TERM_2
+    OBJ_ATT_V1.terms[TERM_VALUE_1] = TERM_1
+    OBJ_ATT_V2.terms[TERM_VALUE_2] = TERM_2
+    COLL_ATT_P = "props"
+    COLL_ATT_P1 = Property({"handle": PROP_HANDLE_1, "_parent_handle": NODE_HANDLE_2})
+    COLL_ATT_P2 = Property({"handle": PROP_HANDLE_2, "_parent_handle": NODE_HANDLE_1})
+    COLL_ATT_T = "tags"
+    COLL_ATT_T1 = Tag({"key": "class", "value": "primary"})
+    COLL_ATT_T2 = Tag({"key": "class", "value": "secondary"})
+
+    def test_add_node_nanoid(self) -> None:
+        splitter = DiffSplitter(
+            diff={
+                NODES: {
+                    "changed": {
+                        NODE_HANDLE_1: {
+                            self.SIMP_ATT: {"added": self.SIMP_ATT_2, "removed": None}
+                        }
+                    }
+                }
+            },
+            model_handle=MODEL_HDL,
+        )
+        actual = [str(x) for x in splitter.get_diff_statements()]
+        expected = [
+            "MATCH (n0:node {handle:'subject',model:'TEST'}) SET n0.nanoid = 'def456'"
+        ]
+        assert actual == expected
+
+    def test_remove_edge_nanoid(self):
+        splitter = DiffSplitter(
+            diff={
+                EDGES: {
+                    "changed": {
+                        EDGE_KEY: {
+                            self.SIMP_ATT: {"added": None, "removed": self.SIMP_ATT_1}
+                        }
+                    }
+                }
+            },
+            model_handle=MODEL_HDL,
+        )
+        actual = [str(x) for x in splitter.get_diff_statements()]
+        expected = [
+            (
+                "MATCH (n2:node {handle:'subject',model:'TEST'})"
+                "<-[r1:has_dst]-(n0:relationship {handle:'of_subject',model:'TEST'})"
+                "-[r0:has_src]->(n1:node {handle:'diagnosis',model:'TEST'}) "
+                "REMOVE n0.nanoid"
+            )
+        ]
+        assert actual == expected
+
+    def test_change_prop_nanoid(self):
+        splitter = DiffSplitter(
+            diff={
+                PROPS: {
+                    "changed": {
+                        PROP_KEY: {
+                            self.SIMP_ATT: {
+                                "added": self.SIMP_ATT_2,
+                                "removed": self.SIMP_ATT_1,
+                            }
+                        }
+                    }
+                }
+            },
+            model_handle=MODEL_HDL,
+        )
+        actual = [str(x) for x in splitter.get_diff_statements()]
+        expected = [
+            (
+                "MATCH (n2 {handle:'primary_disease_site'})-[r0:has_property]->"
+                "(n0:property {handle:'diagnosis',model:'TEST'}) "
+                "SET n0.nanoid = 'def456'"
+            )
+        ]
+        assert actual == expected
+
+    def test_add_prop_value_set(self) -> None:
+        splitter = DiffSplitter(
+            diff={
+                PROPS: {
+                    "changed": {
+                        PROP_KEY: {
+                            self.OBJ_ATT_V: {
+                                "added": {self.TERM_2.value: self.TERM_2},
+                                "removed": None,
+                            }
+                        }
+                    }
+                }
+            },
+            model_handle=MODEL_HDL,
+        )
+        actual = [str(x) for x in splitter.get_diff_statements()]
+        expected = [
+            (
+                "MATCH (n2 {handle:'primary_disease_site'})-[r1:has_property]->"
+                "(n0:property {handle:'diagnosis',model:'TEST'}) "
+                "MERGE (n0)-[r0:has_value_set]->(n1:value_set)"
+            ),
+            (
+                "MATCH (n3 {handle:'primary_disease_site'})-[r2:has_property]->"
+                "(n0:property {handle:'diagnosis',model:'TEST'}) , "
+                "(n0)-[r0:has_value_set]->(n1:value_set) , "
+                "(n2:term {value:'Kidney',origin_name:'NCIm'}) "
+                "MERGE (n1)-[r1:has_term]->(n2)"
+            ),
+        ]
+        assert actual == expected
+
+    def test_add_two_terms_to_prop(self) -> None:
+        splitter = DiffSplitter(
+            diff={
+                PROPS: {
+                    "changed": {
+                        PROP_KEY: {
+                            self.OBJ_ATT_V: {
+                                "added": {
+                                    self.TERM_1.value: self.TERM_1,
+                                    self.TERM_2.value: self.TERM_2,
+                                },
+                                "removed": None,
+                            }
+                        }
+                    }
+                }
+            },
+            model_handle=MODEL_HDL,
+        )
+        actual = [str(x) for x in splitter.get_diff_statements()]
+        expected = [
+            (
+                "MATCH (n2 {handle:'primary_disease_site'})-[r1:has_property]->"
+                "(n0:property {handle:'diagnosis',model:'TEST'}) "
+                "MERGE (n0)-[r0:has_value_set]->(n1:value_set)"
+            ),
+            (
+                "MATCH (n3 {handle:'primary_disease_site'})-[r2:has_property]->"
+                "(n0:property {handle:'diagnosis',model:'TEST'}) , "
+                "(n0)-[r0:has_value_set]->(n1:value_set) , "
+                "(n2:term {value:'Lung',origin_name:'NCIt'}) "
+                "MERGE (n1)-[r1:has_term]->(n2)"
+            ),
+            (
+                "MATCH (n3 {handle:'primary_disease_site'})-[r2:has_property]->"
+                "(n0:property {handle:'diagnosis',model:'TEST'}) , "
+                "(n0)-[r0:has_value_set]->(n1:value_set) , "
+                "(n2:term {value:'Kidney',origin_name:'NCIm'}) "
+                "MERGE (n1)-[r1:has_term]->(n2)"
+            ),
+        ]
+        assert actual == expected
+
+    def test_remove_node_concept(self) -> None:
+        splitter = DiffSplitter(
+            diff={
+                NODES: {
+                    "changed": {
+                        NODE_HANDLE_1: {
+                            self.OBJ_ATT_C: {
+                                "added": None,
+                                "removed": {self.TERM_1.value: self.TERM_1},
+                            }
+                        }
+                    }
+                }
+            },
+            model_handle=MODEL_HDL,
+        )
+        actual = [str(x) for x in splitter.get_diff_statements()]
+        expected = [
+            (
+                "MATCH (n0:node {handle:'subject',model:'TEST'}) , "
+                "(n0)-[r0:has_concept]->(n2:concept) , "
+                "(n1:term {value:'Lung',origin_name:'NCIt'})-[r1:represents]->(n2) "
+                "DELETE n0"
+            ),
+        ]
+        assert actual == expected
+
+    def test_change_edge_concept(self) -> None:
+        splitter = DiffSplitter(
+            diff={
+                EDGES: {
+                    "changed": {
+                        EDGE_KEY: {
+                            self.OBJ_ATT_C: {
+                                "added": {self.TERM_2.value: self.TERM_2},
+                                "removed": {self.TERM_1.value: self.TERM_1},
+                            }
+                        }
+                    }
+                }
+            },
+            model_handle=MODEL_HDL,
+        )
+        actual = [str(x) for x in splitter.get_diff_statements()]
+        expected = [
+            (
+                "MATCH (n4:node {handle:'subject',model:'TEST'})<-[r3:has_dst]-"
+                "(n0:relationship {handle:'of_subject',model:'TEST'})-[r2:has_src]->"
+                "(n3:node {handle:'diagnosis',model:'TEST'}) , "
+                "(n0)-[r0:has_concept]->(n2:concept) , "
+                "(n1:term {value:'Lung',origin_name:'NCIt'})-[r1:represents]->(n2) "
+                "DELETE n0"
+            ),
+            (
+                "MATCH (n4:node {handle:'subject',model:'TEST'})<-[r3:has_dst]-"
+                "(n0:relationship {handle:'of_subject',model:'TEST'})-[r2:has_src]->"
+                "(n3:node {handle:'diagnosis',model:'TEST'}) , "
+                "(n0)-[r0:has_concept]->(n2:concept) , "
+                "(n1:term {value:'Kidney',origin_name:'NCIm'}) "
+                "MERGE (n1)-[r1:represents]->(n2)"
+            ),
+        ]
+        assert actual == expected
+
+    def test_change_prop_value_set(self) -> None:
+        splitter = DiffSplitter(
+            diff={
+                PROPS: {
+                    "changed": {
+                        PROP_KEY: {
+                            self.OBJ_ATT_V: {
+                                "added": {self.TERM_2.value: self.TERM_2},
+                                "removed": {self.TERM_1.value: self.TERM_1},
+                            }
+                        }
+                    }
+                }
+            },
+            model_handle=MODEL_HDL,
+        )
+        actual = [str(x) for x in splitter.get_diff_statements()]
+        expected = [
+            (
+                "MATCH (n3 {handle:'primary_disease_site'})-[r2:has_property]->"
+                "(n0:property {handle:'diagnosis',model:'TEST'}) , "
+                "(n0)-[r0:has_value_set]->(n1:value_set) , "
+                "(n1)-[r1:has_term]->(n2:term {value:'Lung',origin_name:'NCIt'}) DELETE n0"
+            ),
+            (
+                "MATCH (n3 {handle:'primary_disease_site'})-[r2:has_property]->"
+                "(n0:property {handle:'diagnosis',model:'TEST'}) , "
+                "(n0)-[r0:has_value_set]->(n1:value_set) , "
+                "(n2:term {value:'Kidney',origin_name:'NCIm'}) "
+                "MERGE (n1)-[r1:has_term]->(n2)"
+            ),
+        ]
+        assert actual == expected
+
+    def test_change_node_prop(self) -> None:
+        splitter = DiffSplitter(
+            diff={
+                NODES: {
+                    "changed": {
+                        NODE_HANDLE_1: {
+                            self.COLL_ATT_P: {
+                                "added": {PROP_HANDLE_2: self.COLL_ATT_P2},
+                                "removed": {PROP_HANDLE_1: self.COLL_ATT_P1},
+                            }
+                        }
+                    }
+                }
+            },
+            model_handle=MODEL_HDL,
+        )
+        actual = [str(x) for x in splitter.get_diff_statements()]
+        expected = [
+            (
+                "MATCH (n0:node {handle:'subject',model:'TEST'})-[r0:has_property]->"
+                "(n1:property {handle:'primary_disease_site'}) "
+                "DELETE r0"
+            ),
+            (
+                "MERGE (n0:node {handle:'subject',model:'TEST'})-[r0:has_property]->"
+                "(n1:property {handle:'id'})"
+            ),
+        ]
+        assert actual == expected
+
+    def test_change_prop_tag(self) -> None:
+        splitter = DiffSplitter(
+            diff={
+                PROPS: {
+                    "changed": {
+                        PROP_KEY: {
+                            self.COLL_ATT_T: {
+                                "added": {self.COLL_ATT_T2.key: self.COLL_ATT_T2},
+                                "removed": {self.COLL_ATT_T1.key: self.COLL_ATT_T1},
+                            }
+                        }
+                    }
+                }
+            },
+            model_handle=MODEL_HDL,
+        )
+        actual = [str(x) for x in splitter.get_diff_statements()]
+        expected = [
+            (
+                "MATCH (n2 {handle:'primary_disease_site'})-[r0:has_property]->"
+                "(n1:property {handle:'diagnosis',model:'TEST'}), "
+                "(n1)-[r1:has_tag]->(n0:tag {key:'class',value:'primary'}) "
+                "DETACH DELETE n0"
+            ),
+            "MERGE (n0:tag {key:'class',value:'secondary'})",
+            (
+                "MATCH (n2 {handle:'primary_disease_site'})-[r1:has_property]->"
+                "(n0:property {handle:'diagnosis',model:'TEST'}) "
+                "MERGE (n0)-[r0:has_tag]->(n1:tag {key:'class',value:'secondary'})"
+            ),
+        ]
+        print(f"{actual=}")
+        print("\n------\n")
+        print(f"{expected=}")
+        assert actual == expected