From 60bac869af26e49b3b91f89bc8bd81a00250419f Mon Sep 17 00:00:00 2001
From: Michael Moen Allport <mmallport@gmail.com>
Date: Fri, 5 Jul 2024 13:37:28 +0200
Subject: [PATCH] add mutable dataframe fixes (#408)

* add mutable dataframe fixes

* Downgrade Polars. Bump package version
---
 poetry.lock                              | 859 ++++++++++++-----------
 pyproject.toml                           |   4 +-
 src/dapla_pseudo/v1/mutable_dataframe.py |  23 +-
 3 files changed, 453 insertions(+), 433 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 678ab6be..bfcda771 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -123,13 +123,13 @@ files = [
 
 [[package]]
 name = "alembic"
-version = "1.13.1"
+version = "1.13.2"
 description = "A database migration tool for SQLAlchemy."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "alembic-1.13.1-py3-none-any.whl", hash = "sha256:2edcc97bed0bd3272611ce3a98d98279e9c209e7186e43e75bbb1b2bdfdbcc43"},
-    {file = "alembic-1.13.1.tar.gz", hash = "sha256:4932c8558bf68f2ee92b9bbcb8218671c627064d5b08939437af6d77dc05e595"},
+    {file = "alembic-1.13.2-py3-none-any.whl", hash = "sha256:6b8733129a6224a9a711e17c99b08462dbf7cc9670ba8f2e2ae9af860ceb1953"},
+    {file = "alembic-1.13.2.tar.gz", hash = "sha256:1ff0ae32975f4fd96028c39ed9bb3c867fe3af956bd7bb37343b54c9fe7445ef"},
 ]
 
 [package.dependencies]
@@ -447,13 +447,13 @@ files = [
 
 [[package]]
 name = "certifi"
-version = "2024.6.2"
+version = "2024.7.4"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
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-    {file = "certifi-2024.6.2.tar.gz", hash = "sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516"},
+    {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"},
+    {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"},
 ]
 
 [[package]]
@@ -713,63 +713,63 @@ test = ["pytest"]
 
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 name = "coverage"
-version = "7.5.3"
+version = "7.5.4"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
@@ -834,13 +834,13 @@ test-randomorder = ["pytest-randomly"]
 
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 pandas = {version = ">=1.4.2", extras = ["excel", "xml"]}
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 requests = ">=2.27.1"
 tomli = ">=1.1.0"
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 [[package]]
@@ -1011,18 +1011,18 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
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 python-versions = ">=3.8"
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 typing = ["typing-extensions (>=4.8)"]
 
 [[package]]
@@ -1124,13 +1124,13 @@ files = [
 
 [[package]]
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 description = "File-system specification"
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 [package.extras]
@@ -1180,19 +1180,19 @@ sphinx-basic-ng = ">=1.0.0.beta2"
 
 [[package]]
 name = "gcsfs"
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 python-versions = ">=3.8"
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-fsspec = "2024.6.0"
+fsspec = "2024.6.1"
 google-auth = ">=1.2"
 google-auth-oauthlib = "*"
 google-cloud-storage = "*"
@@ -1204,13 +1204,13 @@ gcsfuse = ["fusepy"]
 
 [[package]]
 name = "google-api-core"
-version = "2.19.0"
+version = "2.19.1"
 description = "Google API client core library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-api-core-2.19.0.tar.gz", hash = "sha256:cf1b7c2694047886d2af1128a03ae99e391108a08804f87cfd35970e49c9cd10"},
-    {file = "google_api_core-2.19.0-py3-none-any.whl", hash = "sha256:8661eec4078c35428fd3f69a2c7ee29e342896b70f01d1a1cbcb334372dd6251"},
+    {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]
@@ -1225,7 +1225,7 @@ grpcio-status = [
     {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
 ]
 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,<5.0.0.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,<6.0.0.dev0"
 requests = ">=2.18.0,<3.0.0.dev0"
 
 [package.extras]
@@ -1235,13 +1235,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-auth"
-version = "2.30.0"
+version = "2.31.0"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-auth-2.30.0.tar.gz", hash = "sha256:ab630a1320f6720909ad76a7dbdb6841cdf5c66b328d690027e4867bdfb16688"},
-    {file = "google_auth-2.30.0-py2.py3-none-any.whl", hash = "sha256:8df7da660f62757388b8a7f249df13549b3373f24388cb5d2f1dd91cc18180b5"},
+    {file = "google-auth-2.31.0.tar.gz", hash = "sha256:87805c36970047247c8afe614d4e3af8eceafc1ebba0c679fe75ddd1d575e871"},
+    {file = "google_auth-2.31.0-py2.py3-none-any.whl", hash = "sha256:042c4702efa9f7d3c48d3a69341c209381b125faa6dbf3ebe56bc7e40ae05c23"},
 ]
 
 [package.dependencies]
@@ -1294,13 +1294,13 @@ grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
 
 [[package]]
 name = "google-cloud-pubsub"
-version = "2.21.3"
+version = "2.21.5"
 description = "Google Cloud Pub/Sub API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-cloud-pubsub-2.21.3.tar.gz", hash = "sha256:df44c79a4d7bfb5adfa675413e3b91bbbe06e91d2715a15f925140b05715bb7d"},
-    {file = "google_cloud_pubsub-2.21.3-py2.py3-none-any.whl", hash = "sha256:a417d63d9db5e8b9ff51dee705c69ed02b0a8bc62cac2474a86f22aea288c0ec"},
+    {file = "google-cloud-pubsub-2.21.5.tar.gz", hash = "sha256:4fa96e7f200359ccc49cf6657e31ac35f5e6e55d00fbb3cedfa672903cf75b24"},
+    {file = "google_cloud_pubsub-2.21.5-py2.py3-none-any.whl", hash = "sha256:fbd6b00a1e28ea47609b2a5562aeecbaf31ad9cf4f7a83f91c3605e869c6447c"},
 ]
 
 [package.dependencies]
@@ -1313,7 +1313,7 @@ proto-plus = [
     {version = ">=1.22.2,<2.0.0dev", markers = "python_version >= \"3.11\""},
     {version = ">=1.22.0,<2.0.0dev", markers = "python_version < \"3.11\""},
 ]
-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,<5.0.0dev"
+protobuf = ">=3.20.2,<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,<6.0.0dev"
 
 [package.extras]
 libcst = ["libcst (>=0.3.10)"]
@@ -1440,18 +1440,18 @@ requests = ["requests (>=2.18.0,<3.0.0dev)"]
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.63.1"
+version = "1.63.2"
 description = "Common protobufs used in Google APIs"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "googleapis-common-protos-1.63.1.tar.gz", hash = "sha256:c6442f7a0a6b2a80369457d79e6672bb7dcbaab88e0848302497e3ec80780a6a"},
-    {file = "googleapis_common_protos-1.63.1-py2.py3-none-any.whl", hash = "sha256:0e1c2cdfcbc354b76e4a211a35ea35d6926a835cba1377073c4861db904a1877"},
+    {file = "googleapis-common-protos-1.63.2.tar.gz", hash = "sha256:27c5abdffc4911f28101e635de1533fb4cfd2c37fbaa9174587c799fac90aa87"},
+    {file = "googleapis_common_protos-1.63.2-py2.py3-none-any.whl", hash = "sha256:27a2499c7e8aff199665b22741997e485eccc8645aa9176c7c988e6fae507945"},
 ]
 
 [package.dependencies]
 grpcio = {version = ">=1.44.0,<2.0.0.dev0", optional = true, markers = "extra == \"grpc\""}
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<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"
+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)"]
@@ -1529,19 +1529,19 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "grpc-google-iam-v1"
-version = "0.13.0"
+version = "0.13.1"
 description = "IAM API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "grpc-google-iam-v1-0.13.0.tar.gz", hash = "sha256:fad318608b9e093258fbf12529180f400d1c44453698a33509cc6ecf005b294e"},
-    {file = "grpc_google_iam_v1-0.13.0-py2.py3-none-any.whl", hash = "sha256:53902e2af7de8df8c1bd91373d9be55b0743ec267a7428ea638db3775becae89"},
+    {file = "grpc-google-iam-v1-0.13.1.tar.gz", hash = "sha256:3ff4b2fd9d990965e410965253c0da6f66205d5a8291c4c31c6ebecca18a9001"},
+    {file = "grpc_google_iam_v1-0.13.1-py2.py3-none-any.whl", hash = "sha256:c3e86151a981811f30d5e7330f271cee53e73bb87755e88cc3b6f0c7b5fe374e"},
 ]
 
 [package.dependencies]
 googleapis-common-protos = {version = ">=1.56.0,<2.0.0dev", extras = ["grpc"]}
 grpcio = ">=1.44.0,<2.0.0dev"
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<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,<5.0.0dev"
+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,<6.0.0dev"
 
 [[package]]
 name = "grpcio"
@@ -1603,19 +1603,19 @@ protobuf = ["grpcio-tools (>=1.64.1)"]
 
 [[package]]
 name = "grpcio-status"
-version = "1.62.2"
+version = "1.64.1"
 description = "Status proto mapping for gRPC"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
-    {file = "grpcio-status-1.62.2.tar.gz", hash = "sha256:62e1bfcb02025a1cd73732a2d33672d3e9d0df4d21c12c51e0bbcaf09bab742a"},
-    {file = "grpcio_status-1.62.2-py3-none-any.whl", hash = "sha256:206ddf0eb36bc99b033f03b2c8e95d319f0044defae9b41ae21408e7e0cda48f"},
+    {file = "grpcio_status-1.64.1-py3-none-any.whl", hash = "sha256:2ec6e0777958831484a517e32b6ffe0a4272242eae81bff2f5c3707fa58b40e3"},
+    {file = "grpcio_status-1.64.1.tar.gz", hash = "sha256:c50bd14eb6506d8580a6c553bea463d7c08499b2c0e93f6d1864c5e8eabb1066"},
 ]
 
 [package.dependencies]
 googleapis-common-protos = ">=1.5.5"
-grpcio = ">=1.62.2"
-protobuf = ">=4.21.6"
+grpcio = ">=1.64.1"
+protobuf = ">=5.26.1,<6.0dev"
 
 [[package]]
 name = "h11"
@@ -1722,13 +1722,13 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "6.29.4"
+version = "6.29.5"
 description = "IPython Kernel for Jupyter"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "ipykernel-6.29.4-py3-none-any.whl", hash = "sha256:1181e653d95c6808039c509ef8e67c4126b3b3af7781496c7cbfb5ed938a27da"},
-    {file = "ipykernel-6.29.4.tar.gz", hash = "sha256:3d44070060f9475ac2092b760123fadf105d2e2493c24848b6691a7c4f42af5c"},
+    {file = "ipykernel-6.29.5-py3-none-any.whl", hash = "sha256:afdb66ba5aa354b09b91379bac28ae4afebbb30e8b39510c9690afb7a10421b5"},
+    {file = "ipykernel-6.29.5.tar.gz", hash = "sha256:f093a22c4a40f8828f8e330a9c297cb93dcab13bd9678ded6de8e5cf81c56215"},
 ]
 
 [package.dependencies]
@@ -1755,13 +1755,13 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio
 
 [[package]]
 name = "ipython"
-version = "8.25.0"
+version = "8.26.0"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.10"
 files = [
-    {file = "ipython-8.25.0-py3-none-any.whl", hash = "sha256:53eee7ad44df903a06655871cbab66d156a051fd86f3ec6750470ac9604ac1ab"},
-    {file = "ipython-8.25.0.tar.gz", hash = "sha256:c6ed726a140b6e725b911528f80439c534fac915246af3efc39440a6b0f9d716"},
+    {file = "ipython-8.26.0-py3-none-any.whl", hash = "sha256:e6b347c27bdf9c32ee9d31ae85defc525755a1869f14057e900675b9e8d6e6ff"},
+    {file = "ipython-8.26.0.tar.gz", hash = "sha256:1cec0fbba8404af13facebe83d04436a7434c7400e59f47acf467c64abd0956c"},
 ]
 
 [package.dependencies]
@@ -1788,7 +1788,7 @@ nbformat = ["nbformat"]
 notebook = ["ipywidgets", "notebook"]
 parallel = ["ipyparallel"]
 qtconsole = ["qtconsole"]
-test = ["pickleshare", "pytest", "pytest-asyncio (<0.22)", "testpath"]
+test = ["packaging", "pickleshare", "pytest", "pytest-asyncio (<0.22)", "testpath"]
 test-extra = ["curio", "ipython[test]", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.23)", "pandas", "trio"]
 
 [[package]]
@@ -2076,13 +2076,13 @@ test = ["beautifulsoup4[html5lib]", "coverage", "cryptography", "jsonschema", "j
 
 [[package]]
 name = "jupyterlab"
-version = "4.2.2"
+version = "4.2.3"
 description = "JupyterLab computational environment"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2304,13 +2304,13 @@ source = ["Cython (>=3.0.10)"]
 
 [[package]]
 name = "makefun"
-version = "1.15.2"
+version = "1.15.3"
 description = "Small library to dynamically create python functions."
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [[package]]
@@ -2649,38 +2649,38 @@ files = [
 
 [[package]]
 name = "mypy"
-version = "1.10.0"
+version = "1.10.1"
 description = "Optional static typing for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [[package]]
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 [package.dependencies]
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+    {file = "SQLAlchemy-2.0.31-py3-none-any.whl", hash = "sha256:69f3e3c08867a8e4856e92d7afb618b95cdee18e0bc1647b77599722c9a28911"},
+    {file = "SQLAlchemy-2.0.31.tar.gz", hash = "sha256:b607489dd4a54de56984a0c7656247504bd5523d9d0ba799aef59d4add009484"},
 ]
 
 [package.dependencies]
-greenlet = {version = "!=0.4.17", markers = "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\""}
+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]
@@ -4917,13 +4934,13 @@ files = [
 
 [[package]]
 name = "types-requests"
-version = "2.32.0.20240602"
+version = "2.32.0.20240622"
 description = "Typing stubs for requests"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-requests-2.32.0.20240602.tar.gz", hash = "sha256:3f98d7bbd0dd94ebd10ff43a7fbe20c3b8528acace6d8efafef0b6a184793f06"},
-    {file = "types_requests-2.32.0.20240602-py3-none-any.whl", hash = "sha256:ed3946063ea9fbc6b5fc0c44fa279188bae42d582cb63760be6cb4b9d06c3de8"},
+    {file = "types-requests-2.32.0.20240622.tar.gz", hash = "sha256:ed5e8a412fcc39159d6319385c009d642845f250c63902718f605cd90faade31"},
+    {file = "types_requests-2.32.0.20240622-py3-none-any.whl", hash = "sha256:97bac6b54b5bd4cf91d407e62f0932a74821bc2211f22116d9ee1dd643826caf"},
 ]
 
 [package.dependencies]
@@ -5003,13 +5020,13 @@ standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)",
 
 [[package]]
 name = "virtualenv"
-version = "20.26.2"
+version = "20.26.3"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "virtualenv-20.26.2-py3-none-any.whl", hash = "sha256:a624db5e94f01ad993d476b9ee5346fdf7b9de43ccaee0e0197012dc838a0e9b"},
-    {file = "virtualenv-20.26.2.tar.gz", hash = "sha256:82bf0f4eebbb78d36ddaee0283d43fe5736b53880b8a8cdcd37390a07ac3741c"},
+    {file = "virtualenv-20.26.3-py3-none-any.whl", hash = "sha256:8cc4a31139e796e9a7de2cd5cf2489de1217193116a8fd42328f1bd65f434589"},
+    {file = "virtualenv-20.26.3.tar.gz", hash = "sha256:4c43a2a236279d9ea36a0d76f98d84bd6ca94ac4e0f4a3b9d46d05e10fea542a"},
 ]
 
 [package.dependencies]
@@ -5416,4 +5433,4 @@ multidict = ">=4.0"
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10, <3.13"
-content-hash = "47e2747b52e3b5dc6b613b07ba85c4481ac51e6a50202336eb3389b43c64ad27"
+content-hash = "4d3dd53060f0b460d86e2e59169482171501ef81dd5da6fe2243d6af8653ca75"
diff --git a/pyproject.toml b/pyproject.toml
index f0a7fc9c..46304d47 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "dapla-toolbelt-pseudo"
-version = "2.1.1"
+version = "2.1.2"
 description = "Pseudonymization extensions for Dapla"
 authors = ["Dapla Developers <dapla-platform-developers@ssb.no>"]
 license = "MIT"
@@ -27,7 +27,7 @@ python-ulid = ">=2.2.0"
 cryptography = ">41.0.0"
 dapla-toolbelt = ">=1.7.0"
 fsspec = ">=2023.5.0"
-polars = ">=0.18.2"
+polars = ">=0.18.2,<1.0"
 pygments = ">2.15.0"
 click = ">=8.0.1"
 ssb-datadoc-model = ">=5.0.0"
diff --git a/src/dapla_pseudo/v1/mutable_dataframe.py b/src/dapla_pseudo/v1/mutable_dataframe.py
index 1032926d..e2f7f3b1 100644
--- a/src/dapla_pseudo/v1/mutable_dataframe.py
+++ b/src/dapla_pseudo/v1/mutable_dataframe.py
@@ -69,6 +69,7 @@ def __init__(self, dataframe: pl.DataFrame, hierarchical: bool) -> None:
         self.matched_fields: dict[str, FieldMatch] = {}
         self.matched_fields_metrics: dict[str, int] | None = None
         self.hierarchical: bool = hierarchical
+        self.schema = dataframe.schema
 
     def match_rules(
         self, rules: list[PseudoRule], target_rules: list[PseudoRule] | None
@@ -130,7 +131,7 @@ def to_polars(self) -> pl.DataFrame:
             assert isinstance(self.dataset, pl.DataFrame)
             return self.dataset
         else:
-            return pl.read_json(BytesIO(orjson.dumps(self.dataset)))
+            return pl.read_json(BytesIO(orjson.dumps(self.dataset)), schema=self.schema)
 
 
 def _combine_rules(
@@ -152,11 +153,12 @@ def _traverse_dataframe_dict(
     metrics: Counter[str],
     prefix: str = "",
 ) -> Generator[FieldMatch, None, None]:
+
+    path_head, *path_tail = curr_path
     for index, col in enumerate(items):
         if col is None or curr_path == []:
             continue
 
-        path_head, *path_tail = curr_path
         if col["name"] == "" and any(
             key in col["datatype"] for key in {"Struct", "List", "Array"}
         ):
@@ -171,7 +173,6 @@ def _traverse_dataframe_dict(
         elif col["name"] == path_head:
             next_prefix = f"{prefix}/{col['name']}"
             if path_tail == []:  # matched entire path
-                metrics.update({next_prefix: 1})
                 rule, target_rule = rules
 
                 if (
@@ -182,13 +183,15 @@ def _traverse_dataframe_dict(
                     if col is None or len(col) == 0:
                         continue
 
-                yield FieldMatch(
-                    path=next_prefix.lstrip("/"),
-                    col=col,
-                    func=rule.func,
-                    target_func=target_rule.func if target_rule else None,
-                    pattern=rule.pattern,
-                )
+                if not all(v is None for v in col["values"]):
+                    metrics.update({next_prefix: 1})
+                    yield FieldMatch(
+                        path=next_prefix.lstrip("/"),
+                        col=col,
+                        func=rule.func,
+                        target_func=target_rule.func if target_rule else None,
+                        pattern=rule.pattern,
+                    )
             else:
                 yield from _traverse_dataframe_dict(
                     col["values"],