From 8105691fc6db9f2d5f19bc2429a93daec109c8c9 Mon Sep 17 00:00:00 2001
From: Sebastian Schleemilch <sebastian.schleemilch@bmw.de>
Date: Fri, 25 Oct 2024 13:17:09 +0200
Subject: [PATCH 1/8] Added struct default validation

Signed-off-by: Sebastian Schleemilch <sebastian.schleemilch@bmw.de>
---
 poetry.lock                                   | 185 +++++++++++++++++-
 pyproject.toml                                |   1 +
 src/vss_tools/datatypes.py                    |   4 +-
 src/vss_tools/main.py                         |  11 +-
 src/vss_tools/model.py                        |  60 ++++--
 src/vss_tools/tree.py                         |  60 +++++-
 .../struct_default_model_nok.vspec            |  25 +++
 .../struct_default_model_ok.vspec             |  25 +++
 .../test_structs/struct_default_types.vspec   |  26 +++
 .../test_structs/test_data_type_parsing.py    |   2 +-
 tests/vspec/test_structs/test_default.py      |  31 +++
 11 files changed, 406 insertions(+), 24 deletions(-)
 create mode 100644 tests/vspec/test_structs/struct_default_model_nok.vspec
 create mode 100644 tests/vspec/test_structs/struct_default_model_ok.vspec
 create mode 100644 tests/vspec/test_structs/struct_default_types.vspec
 create mode 100644 tests/vspec/test_structs/test_default.py

diff --git a/poetry.lock b/poetry.lock
index ab92299a..e86ca2e1 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
 
 [[package]]
 name = "annotated-types"
@@ -25,6 +25,25 @@ files = [
 [package.dependencies]
 six = "*"
 
+[[package]]
+name = "attrs"
+version = "24.2.0"
+description = "Classes Without Boilerplate"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"},
+    {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"},
+]
+
+[package.extras]
+benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
+
 [[package]]
 name = "cfgv"
 version = "3.4.0"
@@ -278,6 +297,41 @@ files = [
 [package.dependencies]
 six = "*"
 
+[[package]]
+name = "jsonschema"
+version = "4.23.0"
+description = "An implementation of JSON Schema validation for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "jsonschema-4.23.0-py3-none-any.whl", hash = "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"},
+    {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
+]
+
+[package.dependencies]
+attrs = ">=22.2.0"
+jsonschema-specifications = ">=2023.03.6"
+referencing = ">=0.28.4"
+rpds-py = ">=0.7.1"
+
+[package.extras]
+format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=24.6.0)"]
+
+[[package]]
+name = "jsonschema-specifications"
+version = "2024.10.1"
+description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "jsonschema_specifications-2024.10.1-py3-none-any.whl", hash = "sha256:a09a0680616357d9a0ecf05c12ad234479f549239d0f5b55f3deea67475da9bf"},
+    {file = "jsonschema_specifications-2024.10.1.tar.gz", hash = "sha256:0f38b83639958ce1152d02a7f062902c41c8fd20d558b0c34344292d417ae272"},
+]
+
+[package.dependencies]
+referencing = ">=0.31.0"
+
 [[package]]
 name = "markdown-it-py"
 version = "3.0.0"
@@ -750,6 +804,21 @@ html = ["html5lib (>=1.0,<2.0)"]
 lxml = ["lxml (>=4.3.0,<5.0.0)"]
 networkx = ["networkx (>=2.0.0,<3.0.0)"]
 
+[[package]]
+name = "referencing"
+version = "0.35.1"
+description = "JSON Referencing + Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "referencing-0.35.1-py3-none-any.whl", hash = "sha256:eda6d3234d62814d1c64e305c1331c9a3a6132da475ab6382eaa997b21ee75de"},
+    {file = "referencing-0.35.1.tar.gz", hash = "sha256:25b42124a6c8b632a425174f24087783efb348a6f1e0008e63cd4466fedf703c"},
+]
+
+[package.dependencies]
+attrs = ">=22.2.0"
+rpds-py = ">=0.7.0"
+
 [[package]]
 name = "rich"
 version = "13.9.2"
@@ -789,6 +858,118 @@ typing-extensions = "*"
 dev = ["mypy", "packaging", "pre-commit", "pytest", "pytest-cov", "rich-codex", "ruff", "types-setuptools"]
 docs = ["markdown-include", "mkdocs", "mkdocs-glightbox", "mkdocs-material-extensions", "mkdocs-material[imaging] (>=9.5.18,<9.6.0)", "mkdocs-rss-plugin", "mkdocstrings[python]", "rich-codex"]
 
+[[package]]
+name = "rpds-py"
+version = "0.20.0"
+description = "Python bindings to Rust's persistent data structures (rpds)"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "rpds_py-0.20.0-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:5b4f105deeffa28bbcdff6c49b34e74903139afa690e35d2d9e3c2c2fba18cec"},
+    {file = "rpds_py-0.20.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:fdfc3a892927458d98f3d55428ae46b921d1f7543b89382fdb483f5640daaec8"},
+    {file = "rpds_py-0.20.0.tar.gz", hash = "sha256:d72a210824facfdaf8768cf2d7ca25a042c30320b3020de2fa04640920d4e121"},
+]
+
 [[package]]
 name = "six"
 version = "1.16.0"
@@ -886,4 +1067,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "c93cfbe20f6f7d404dcf9a8a6d7cd9fb630838e7d4f5f718e32c87856106c30c"
+content-hash = "2a00b92d8fc1ec5f72288bafbfa098045f6ce754a8db3f7b212a1c6b6ca9ec1f"
diff --git a/pyproject.toml b/pyproject.toml
index 392f4537..178d83b1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -19,6 +19,7 @@ importlib-metadata = "^7.0"
 click = "^8.1.7"
 rich-click = "^1.8.3"
 pydantic = "^2.8.2"
+jsonschema = "^4.23.0"
 
 [tool.poetry.group.dev.dependencies]
 mypy = "*"
diff --git a/src/vss_tools/datatypes.py b/src/vss_tools/datatypes.py
index e3ed5e94..22eb1cd7 100644
--- a/src/vss_tools/datatypes.py
+++ b/src/vss_tools/datatypes.py
@@ -11,9 +11,9 @@
 
 # Global objects to be extended by other code parts
 dynamic_datatypes: Set[str] = set()
+dynamic_struct_schemas: dict[str, dict[str, Any]] = {}
 dynamic_quantities: list[str] = []
-# This one contains the unit name as well as the list of allowed-datatypes
-dynamic_units: dict[str, list] = {}
+dynamic_units: dict[str, list] = {}  # unit name -> allowed datatypes
 
 
 class DatatypesException(Exception):
diff --git a/src/vss_tools/main.py b/src/vss_tools/main.py
index d8ccb5ab..355f4960 100644
--- a/src/vss_tools/main.py
+++ b/src/vss_tools/main.py
@@ -22,7 +22,7 @@
     VSSDataStruct,
     get_all_model_fields,
 )
-from vss_tools.tree import ModelValidationException, VSSNode, build_tree
+from vss_tools.tree import ModelValidationException, VSSNode, add_struct_schemas, build_tree
 from vss_tools.units_quantities import load_quantities, load_units
 from vss_tools.vspec import InvalidSpecDuplicatedEntryException, InvalidSpecException, load_vspec
 
@@ -126,10 +126,6 @@ def get_types_root(types: tuple[Path, ...], include_dirs: list[Path]) -> VSSNode
         else:
             types_root = root
 
-    if dynamic_datatypes:
-        log.info(f"Dynamic datatypes added={len(dynamic_datatypes)}")
-        log.debug(f"Dynamic datatypes:\n{dynamic_datatypes}")
-
     # Checking whether user defined root types e.g 'MyType'
     # instead of 'Types.MyType'
     if not all(["." in t for t in dynamic_datatypes]):
@@ -142,6 +138,11 @@ def get_types_root(types: tuple[Path, ...], include_dirs: list[Path]) -> VSSNode
             log.critical(e)
             exit(1)
 
+        if dynamic_datatypes:
+            log.info(f"Dynamic datatypes added={len(dynamic_datatypes)}")
+            log.debug(f"Dynamic datatypes:\n{dynamic_datatypes}")
+            add_struct_schemas(types_root)
+
     return types_root
 
 
diff --git a/src/vss_tools/model.py b/src/vss_tools/model.py
index b25bd886..52f25dd4 100644
--- a/src/vss_tools/model.py
+++ b/src/vss_tools/model.py
@@ -9,6 +9,7 @@
 from enum import Enum
 from typing import Any
 
+import jsonschema
 from pydantic import (
     BaseModel,
     ConfigDict,
@@ -23,7 +24,9 @@
 from vss_tools import log
 from vss_tools.datatypes import (
     Datatypes,
+    DatatypesException,
     dynamic_quantities,
+    dynamic_struct_schemas,
     dynamic_units,
     get_all_datatypes,
     is_array,
@@ -48,7 +51,7 @@ def __init__(self, element: str | None, ve: ValidationError):
         self.ve = ve
 
     def __str__(self) -> str:
-        errors = self.ve.errors(include_url=False)
+        errors = self.ve.errors(include_url=False, include_context=False)
         return f"'{self.element}' has {len(errors)} model error(s):\n{pretty_repr(errors)}"
 
 
@@ -140,7 +143,7 @@ def fill_instances(cls, v: Any) -> list[str]:
         if v is None:
             return []
         if not (isinstance(v, str) or isinstance(v, list)):
-            assert False, f"'{v}' is not a valid 'instances' content"
+            raise ValueError(f"'{v}' is not a valid 'instances' content")
         if isinstance(v, str):
             return [v]
         return v
@@ -180,7 +183,7 @@ class VSSDataDatatype(VSSData):
     max: int | float | None = None
     unit: str | None = None
     allowed: list[str | int | float | bool] | None = None
-    default: list[str | int | float | bool] | str | int | float | bool | None = None
+    default: Any = None
 
     @model_validator(mode="after")
     def check_type_arraysize_consistency(self) -> Self:
@@ -192,30 +195,57 @@ def check_type_arraysize_consistency(self) -> Self:
             assert is_array(self.datatype), f"'arraysize' set on a non array datatype: '{self.datatype}'"
         return self
 
+    def check_min_max_valid_datatype(self) -> Self:
+        if self.min or self.max:
+            try:
+                Datatypes.is_subtype_of(self.datatype, Datatypes.NUMERIC[0])
+            except DatatypesException:
+                raise ValueError(f"Cannot define min/max for datatype '{self.datatype}'")
+            if is_array(self.datatype):
+                raise ValueError("Cannot define min/max for array datatypes")
+        return self
+
+    def check_default_min_max(self) -> Self:
+        if self.default:
+            if self.min and self.default < self.min:
+                raise ValueError(f"'default' smaller than 'min': {self.default}<{self.min}")
+            if self.max and self.default > self.max:
+                raise ValueError(f"'default' greater than 'max': {self.default}>{self.min}")
+        return self
+
     def check_type_default_consistency(self) -> Self:
         """
         Checks that the default value
         is consistent with the given datatype
         """
         if self.default is not None:
-            if is_array(self.datatype):
+            array = is_array(self.datatype)
+            if array:
                 assert isinstance(
                     self.default, list
                 ), f"'default' with type '{type(self.default)}' does not match datatype '{self.datatype}'"
                 if self.arraysize:
                     assert len(self.default) == self.arraysize, "'default' array size does not match 'arraysize'"
-                for v in self.default:
-                    assert Datatypes.is_datatype(v, self.datatype), f"'{v}' is not of type '{self.datatype}'"
             else:
                 assert not isinstance(
                     self.default, list
                 ), f"'default' with type '{type(self.default)}' does not match datatype '{self.datatype}'"
-                assert Datatypes.is_datatype(
-                    self.default, self.datatype
-                ), f"'{self.default}' is not of type '{self.datatype}'"
+
+            check_values = [self.default]
+            if array:
+                check_values = self.default
+
+            if Datatypes.get_type(self.datatype) is None:
+                for check_value in check_values:
+                    try:
+                        jsonschema.validate(check_value, dynamic_struct_schemas[self.datatype.strip("[]")])
+                    except jsonschema.ValidationError as e:
+                        raise ValueError(f"invalid 'default' format for datatype '{self.datatype}': {e.message}")
+            else:
+                for v in check_values:
+                    assert Datatypes.is_datatype(v, self.datatype), f"'{v}' is not of type '{self.datatype}'"
         return self
 
-    @model_validator(mode="after")
     def check_default_values_allowed(self) -> Self:
         """
         Checks that the given default values
@@ -235,6 +265,7 @@ def check_allowed_datatype_consistency(self) -> Self:
         datatypes
         """
         if self.allowed:
+            assert Datatypes.get_type(self.datatype), "'allowed' cannot be used with struct datatype"
             for v in self.allowed:
                 assert Datatypes.is_datatype(v, self.datatype), f"'{v}' is not of type '{self.datatype}'"
         return self
@@ -252,8 +283,11 @@ def check_allowed_min_max(self) -> Self:
     def check_datatype(self) -> Self:
         assert self.datatype in get_all_datatypes(self.fqn), f"'{self.datatype}' is not a valid datatype"
         self.datatype = resolve_datatype(self.datatype, self.fqn)
-        self.check_type_default_consistency()
-        self.check_allowed_datatype_consistency()
+        self = self.check_type_default_consistency()
+        self = self.check_allowed_datatype_consistency()
+        self = self.check_default_values_allowed()
+        self = self.check_min_max_valid_datatype()
+        self = self.check_default_min_max()
         return self
 
     @field_validator("unit")
@@ -271,7 +305,7 @@ def check_datatype_matching_allowed_unit_datatypes(self) -> Self:
         referenced in the unit if given
         """
         if self.unit:
-            assert Datatypes.get_type(self.datatype), f"Cannot use 'unit' with complex datatype: '{self.datatype}'"
+            assert Datatypes.get_type(self.datatype), f"Cannot use 'unit' with struct datatype: '{self.datatype}'"
             assert any(
                 Datatypes.is_subtype_of(self.datatype.rstrip("[]"), a) for a in dynamic_units[self.unit]
             ), f"'{self.datatype}' is not allowed for unit '{self.unit}'"
diff --git a/src/vss_tools/tree.py b/src/vss_tools/tree.py
index 02786fb6..01889403 100644
--- a/src/vss_tools/tree.py
+++ b/src/vss_tools/tree.py
@@ -15,12 +15,13 @@
 from pydantic import ValidationError
 
 from vss_tools import log
-from vss_tools.datatypes import Datatypes, dynamic_datatypes
+from vss_tools.datatypes import Datatypes, dynamic_datatypes, dynamic_struct_schemas, is_array
 from vss_tools.model import (
     ModelValidationException,
     VSSData,
     VSSDataBranch,
     VSSDataDatatype,
+    VSSDataProperty,
     VSSDataStruct,
     VSSRaw,
     get_vss_raw,
@@ -530,3 +531,60 @@ def expand_string(s: str) -> list[str]:
     for i in range(int(match.group(2)), int(match.group(3)) + 1):
         expanded.append(s.replace(match.group(1), str(i)))
     return expanded
+
+
+def add_struct_schemas(types_root: VSSNode):
+    for node in PreOrderIter(types_root, filter_=lambda n: isinstance(n.data, VSSDataStruct)):
+        log.info(node)
+        schema = {
+            "$schema": "https://json-schema.org/draft/2020-12/schema",
+            "type": "object",
+        }
+        add_node_schema(types_root, node.get_fqn(), schema)
+        dynamic_struct_schemas[node.get_fqn()] = schema
+
+
+def add_node_schema(root: VSSNode, fqn: str, schema: dict[str, Any]) -> None:
+    datatype_map = {
+        Datatypes.UINT8[0]: "number",
+        Datatypes.INT8[0]: "number",
+        Datatypes.UINT16[0]: "number",
+        Datatypes.INT16[0]: "number",
+        Datatypes.UINT32[0]: "number",
+        Datatypes.INT32[0]: "number",
+        Datatypes.UINT64[0]: "number",
+        Datatypes.INT64[0]: "number",
+        Datatypes.FLOAT[0]: "number",
+        Datatypes.DOUBLE[0]: "number",
+        Datatypes.NUMERIC[0]: "number",
+        Datatypes.BOOLEAN[0]: "boolean",
+    }
+
+    node = root.get_node_with_fqn(fqn)
+    if node:
+        properties: dict[str, Any] = {}
+        child: VSSNode
+        for child in node.children:
+            if isinstance(child.data, VSSDataProperty):
+                array = is_array(child.data.datatype)
+                input_datatype = child.data.datatype.strip("[]")
+                datatype: str | None = None
+                if input_datatype in datatype_map:
+                    datatype = datatype_map[input_datatype]
+                else:
+                    d = Datatypes.get_type(input_datatype)
+                    if d:
+                        datatype = d[0]
+                if datatype:
+                    log.debug(f"Datatype: {datatype}")
+                    if array:
+                        properties[child.name] = {"type": "array", "items": {"type": datatype}}
+                    else:
+                        properties[child.name] = {"type": datatype}
+                # A referenced struct
+                else:
+                    properties[child.name] = {"type": "object"}
+                    add_node_schema(root, input_datatype, properties[child.name])
+
+        schema["required"] = list(properties.keys())
+        schema["properties"] = properties
diff --git a/tests/vspec/test_structs/struct_default_model_nok.vspec b/tests/vspec/test_structs/struct_default_model_nok.vspec
new file mode 100644
index 00000000..cbcad3fd
--- /dev/null
+++ b/tests/vspec/test_structs/struct_default_model_nok.vspec
@@ -0,0 +1,25 @@
+A:
+  type: branch
+  description: A
+
+A.B:
+  type: sensor
+  description: B
+  datatype: Types.T
+  default:
+    m: definitely not an uint8
+    complex:
+      m:
+      - true
+      - false
+
+A.C:
+  type: sensor
+  description: C
+  datatype: Types.T[]
+  default:
+  - m: definitely not an uint8
+    complex:
+      m:
+      - true
+      - false
diff --git a/tests/vspec/test_structs/struct_default_model_ok.vspec b/tests/vspec/test_structs/struct_default_model_ok.vspec
new file mode 100644
index 00000000..baf2ed25
--- /dev/null
+++ b/tests/vspec/test_structs/struct_default_model_ok.vspec
@@ -0,0 +1,25 @@
+A:
+  type: branch
+  description: A
+
+A.B:
+  type: sensor
+  description: B
+  datatype: Types.T
+  default:
+    m: 10
+    complex:
+      m:
+      - true
+      - false
+
+A.C:
+  type: sensor
+  description: C
+  datatype: Types.T[]
+  default:
+  - m: 10
+    complex:
+      m:
+      - true
+      - false
diff --git a/tests/vspec/test_structs/struct_default_types.vspec b/tests/vspec/test_structs/struct_default_types.vspec
new file mode 100644
index 00000000..b1685188
--- /dev/null
+++ b/tests/vspec/test_structs/struct_default_types.vspec
@@ -0,0 +1,26 @@
+Types:
+  type: branch
+  description: Types
+
+Types.T:
+  type: struct
+  description: T
+
+Types.T.m:
+  type: property
+  description: Tx
+  datatype: uint8
+
+Types.T.complex:
+  type: property
+  description: TComplex
+  datatype: Z
+
+Types.Z:
+  type: struct
+  description: Z
+
+Types.Z.m:
+  type: property
+  description: Zm
+  datatype: boolean[]
diff --git a/tests/vspec/test_structs/test_data_type_parsing.py b/tests/vspec/test_structs/test_data_type_parsing.py
index 8106f7de..8e22795b 100644
--- a/tests/vspec/test_structs/test_data_type_parsing.py
+++ b/tests/vspec/test_structs/test_data_type_parsing.py
@@ -316,7 +316,7 @@ def test_error_when_no_user_defined_data_types_are_provided(tmp_path):
         (
             "test_with_unit_on_struct_signal.vspec",
             "VehicleDataTypes.vspec",
-            "Cannot use 'unit' with complex datatype: 'VehicleDataTypes.TestBranch1.ParentStruct'",
+            "Cannot use 'unit' with struct datatype: 'VehicleDataTypes.TestBranch1.ParentStruct'",
         ),
     ],
 )
diff --git a/tests/vspec/test_structs/test_default.py b/tests/vspec/test_structs/test_default.py
new file mode 100644
index 00000000..419a7a2a
--- /dev/null
+++ b/tests/vspec/test_structs/test_default.py
@@ -0,0 +1,31 @@
+# Copyright (c) 2024 Contributors to COVESA
+#
+# This program and the accompanying materials are made available under the
+# terms of the Mozilla Public License 2.0 which is available at
+# https://www.mozilla.org/en-US/MPL/2.0/
+#
+# SPDX-License-Identifier: MPL-2.0
+
+import subprocess
+from pathlib import Path
+
+HERE = Path(__file__).resolve().parent
+
+
+def test_struct_default(tmp_path):
+    vspec = HERE / "struct_default_model_ok.vspec"
+    types = HERE / "struct_default_types.vspec"
+    cmd = f"vspec export tree -s {vspec} -t {types}"
+
+    # ok
+    p = subprocess.run(cmd.split())
+    assert p.returncode == 0
+
+    # nok
+    log = tmp_path / "log.txt"
+    vspec = HERE / "struct_default_model_nok.vspec"
+    cmd = f"vspec --log-file {log} export tree -s {vspec} -t {types}"
+    p = subprocess.run(cmd.split(), capture_output=True, text=True)
+    assert p.returncode != 0
+    print(log.read_text())
+    assert "invalid 'default' format for datatype 'Types.T'" in log.read_text()

From 7f57a87c875f227d7fb5aa2278cd585d58e78c11 Mon Sep 17 00:00:00 2001
From: "Kostadin Ivanov (BD/TBC-BG)" <kostadin.ivanov@bosch.com>
Date: Mon, 28 Oct 2024 17:59:27 +0200
Subject: [PATCH 2/8] Add support for handling of RegularExpression definitions
 for string based properties

Signed-off-by: Kostadin Ivanov (BD/TBC-BG) <kostadin.ivanov@bosch.com>
---
 .../exporters/samm/helpers/samm_concepts.py   |  2 +
 .../samm/helpers/ttl_builder_helper.py        | 19 ++++-
 .../exporters/samm/helpers/vss_helper.py      | 14 +---
 src/vss_tools/model.py                        | 40 +++++++++
 .../test_datatypes_pattern.py                 | 84 +++++++++++++++++++
 .../test_pattern_no_allowed_array_match.vspec | 13 +++
 .../test_pattern_no_allowed_match.vspec       | 12 +++
 .../test_pattern_no_default_array_match.vspec | 12 +++
 .../test_pattern_no_default_match.vspec       | 11 +++
 .../test_pattern_ok.vspec                     | 19 +++++
 .../test_pattern_wrong_datatype.vspec         | 11 +++
 11 files changed, 226 insertions(+), 11 deletions(-)
 create mode 100644 tests/vspec/test_datatypes_pattern/test_datatypes_pattern.py
 create mode 100644 tests/vspec/test_datatypes_pattern/test_pattern_no_allowed_array_match.vspec
 create mode 100644 tests/vspec/test_datatypes_pattern/test_pattern_no_allowed_match.vspec
 create mode 100644 tests/vspec/test_datatypes_pattern/test_pattern_no_default_array_match.vspec
 create mode 100644 tests/vspec/test_datatypes_pattern/test_pattern_no_default_match.vspec
 create mode 100644 tests/vspec/test_datatypes_pattern/test_pattern_ok.vspec
 create mode 100644 tests/vspec/test_datatypes_pattern/test_pattern_wrong_datatype.vspec

diff --git a/src/vss_tools/exporters/samm/helpers/samm_concepts.py b/src/vss_tools/exporters/samm/helpers/samm_concepts.py
index 9a8a13d6..85b4b277 100644
--- a/src/vss_tools/exporters/samm/helpers/samm_concepts.py
+++ b/src/vss_tools/exporters/samm/helpers/samm_concepts.py
@@ -53,6 +53,7 @@ class SammConcepts(Enum):
     DESCRIPTION = "description"
     ENTITY = "Entity"
     EVENTS = "events"
+    VALUE = "value"
     EXAMPLE_VALUE = "exampleValue"
     NAME = "name"
     OPERATIONS = "operations"
@@ -92,6 +93,7 @@ class SammCConcepts(Enum):
     MIN_VALUE = "minValue"
     QUANTIFIABLE = "Quantifiable"
     RANGE_CONSTRAINT = "RangeConstraint"
+    REG_EXP_CONSTRAINT = "RegularExpressionConstraint"
     SINGLE_ENTITY = "SingleEntity"
     STATE = "State"
     TIMESTAMP = "Timestamp"
diff --git a/src/vss_tools/exporters/samm/helpers/ttl_builder_helper.py b/src/vss_tools/exporters/samm/helpers/ttl_builder_helper.py
index c4f22614..806ef245 100644
--- a/src/vss_tools/exporters/samm/helpers/ttl_builder_helper.py
+++ b/src/vss_tools/exporters/samm/helpers/ttl_builder_helper.py
@@ -330,7 +330,14 @@ def add_node_leaf_constraint(graph: Graph, node_char_name: str, node_char_uri: U
     constraint_name = str_to_uc_first_camel_case(vss_node.ttl_name + "Constraint")
     constraint_node_uri = get_vspec_uri(constraint_name)
 
-    __add_node_tuple(graph, constraint_node_uri, RDF.type, SammCConcepts.RANGE_CONSTRAINT.uri)
+    # Default Constraint URI is for Range (min/max) constraints
+    constraint_uri = SammCConcepts.RANGE_CONSTRAINT.uri
+
+    if hasattr(vss_node.data, "pattern") and vss_node.data.pattern is not None:
+        # Pattern property is used for Regular Expression constraints of STRING based data nodes
+        constraint_uri = SammCConcepts.REG_EXP_CONSTRAINT.uri
+
+    __add_node_tuple(graph, constraint_node_uri, RDF.type, constraint_uri)
     __add_node_tuple(graph, constraint_node_uri, SammConcepts.NAME.uri, Literal(constraint_name))
 
     # Workaround since doubles are serialized as scientific numbers
@@ -354,6 +361,16 @@ def add_node_leaf_constraint(graph: Graph, node_char_name: str, node_char_uri: U
             Literal(vss_node.data.min, datatype=data_type),  # type: ignore
         )
 
+    if vss_node.data.pattern is not None:  # type: ignore
+        __add_node_tuple(
+            graph,
+            constraint_node_uri,
+            SammConcepts.VALUE.uri,
+            Literal(vss_node.data.pattern, datatype=data_type),  # type: ignore
+        )
+
+        # Set the RegExp value for constraint_node_uri
+
     base_c_name = str_to_uc_first_camel_case(vss_node.ttl_name + "BaseCharacteristic")
     base_c_uri = get_vspec_uri(base_c_name)
 
diff --git a/src/vss_tools/exporters/samm/helpers/vss_helper.py b/src/vss_tools/exporters/samm/helpers/vss_helper.py
index 711136e2..2b56bce5 100644
--- a/src/vss_tools/exporters/samm/helpers/vss_helper.py
+++ b/src/vss_tools/exporters/samm/helpers/vss_helper.py
@@ -13,7 +13,7 @@
 from rdflib import URIRef
 from vss_tools import log
 from vss_tools.datatypes import Datatypes
-from vss_tools.model import NodeType, VSSDataBranch
+from vss_tools.model import NodeType, VSSDataBranch, VSSDataDatatype
 from vss_tools.tree import VSSNode
 
 from ..config import config as cfg
@@ -260,15 +260,9 @@ def get_node_description(vss_node: VSSNode) -> str:
 
 
 def has_constraints(vss_node: VSSNode) -> bool:
-    return (
-        hasattr(vss_node.data, "type")
-        and vss_node.data.type in [NodeType.ACTUATOR, NodeType.SENSOR]
-        and (
-            hasattr(vss_node.data, "max")
-            and vss_node.data.max is not None
-            or hasattr(vss_node.data, "min")
-            and vss_node.data.min is not None
-        )
+    return bool(
+        isinstance(vss_node.data, VSSDataDatatype)
+        and (vss_node.data.max is not None or vss_node.data.min is not None or vss_node.data.pattern is not None)
     )
 
 
diff --git a/src/vss_tools/model.py b/src/vss_tools/model.py
index 52f25dd4..27c681e4 100644
--- a/src/vss_tools/model.py
+++ b/src/vss_tools/model.py
@@ -181,6 +181,10 @@ class VSSDataDatatype(VSSData):
     arraysize: int | None = None
     min: int | float | None = None
     max: int | float | None = None
+    # Field, used to allow definition of Regular Expression constraints
+    # for string based property nodes.
+    # Example: VSS - VehicleIdentification.VIN property
+    pattern: str | None = None
     unit: str | None = None
     allowed: list[str | int | float | bool] | None = None
     default: Any = None
@@ -311,6 +315,42 @@ def check_datatype_matching_allowed_unit_datatypes(self) -> Self:
             ), f"'{self.datatype}' is not allowed for unit '{self.unit}'"
         return self
 
+    @model_validator(mode="after")
+    def check_datatype_pattern(self) -> Self:
+        """
+        Checks that regular expression datatype 'pattern' field is:
+
+        1. defined only for string typed nodes i.e., STRING and STRING_ARRAY
+        2. if default value(s) is provided, each default matching the specified pattern
+        3. if allowed value(s) is provided, each allowed matching the specified pattern
+        """
+        if self.pattern:
+            # Datatypes.TUPLE[0] is the string name of the type.
+            allowed_for = f"Allowed types: {[Datatypes.STRING[0], Datatypes.STRING_ARRAY[0]]}"
+            assert Datatypes.get_type(self.datatype) in [
+                Datatypes.STRING,
+                Datatypes.STRING_ARRAY,
+            ], f"Field 'pattern' is not allowed for type: '{self.datatype}'. {allowed_for}"
+
+            def check_value_match(value_to_check: Any, value_type: str, reg_exp: str) -> None:
+                check_values = [value_to_check]
+
+                if type(value_to_check) is list:
+                    check_values = value_to_check
+
+                for def_val in check_values:
+                    assert re.match(
+                        reg_exp, def_val
+                    ), f"Specified '{value_type}' value: '{def_val}' must match defined pattern: '{self.pattern}'"
+
+            if self.default:
+                check_value_match(self.default, "default", self.pattern)
+
+            if self.allowed:
+                check_value_match(self.allowed, "allowed", self.pattern)
+
+        return self
+
 
 class VSSDataProperty(VSSDataDatatype):
     pass
diff --git a/tests/vspec/test_datatypes_pattern/test_datatypes_pattern.py b/tests/vspec/test_datatypes_pattern/test_datatypes_pattern.py
new file mode 100644
index 00000000..f0354e16
--- /dev/null
+++ b/tests/vspec/test_datatypes_pattern/test_datatypes_pattern.py
@@ -0,0 +1,84 @@
+# Copyright (c) 2024 Contributors to COVESA
+#
+# This program and the accompanying materials are made available under the
+# terms of the Mozilla Public License 2.0 which is available at
+# https://www.mozilla.org/en-US/MPL/2.0/
+#
+# SPDX-License-Identifier: MPL-2.0
+
+import subprocess
+from pathlib import Path
+
+HERE = Path(__file__).resolve().parent
+TEST_UNITS = HERE / ".." / "test_units.yaml"
+TEST_QUANT = HERE / ".." / "test_quantities.yaml"
+
+
+# TODO-Kosta:
+#       Test that:
+#
+#           FAILS when other than string and string[] datatypes have defined pattern
+#
+#           FAILS when pattern is defined and default is defined and default value does not match pattern
+#               - there should be test for default and allowed values,
+#                 where allowed is mainly for string[] datatypes
+#
+#       Add above three fail tests and 1 success test
+
+
+def test_datatype_pattern_wrong_type(tmp_path):
+    spec = HERE / "test_pattern_wrong_datatype.vspec"
+    output = tmp_path / "out.json"
+    log = tmp_path / "log.txt"
+    cmd = (
+        f"vspec --log-file {log} export json --pretty -u {TEST_UNITS} -q {TEST_QUANT} --vspec {spec} --output {output}"
+    )
+    process = subprocess.run(cmd.split())
+    assert process.returncode != 0
+
+    print(process.stdout)
+    assert "Field 'pattern' is not allowed for type: 'uint16'. Allowed types: ['string', 'string[]']" in log.read_text()
+
+
+def test_datatype_pattern_no_match(tmp_path):
+    def get_log_msg(value_type: str, value: str):
+        return f"Specified '{value_type}' value: '{value}' must match defined pattern: '^[a-z]+$'"
+
+    no_pattern_match_tests_to_run = {
+        # Test #1: test no match of defined DEFAULT value
+        "test_pattern_no_default_match.vspec": get_log_msg("default", "WrongLabel1"),
+        # Test #2: test no match of defined DEFAULT list of values
+        "test_pattern_no_default_array_match.vspec": get_log_msg("default", "Red"),
+        # Test #3: test no match of defined ALLOWED value
+        "test_pattern_no_allowed_match.vspec": get_log_msg("allowed", "Red"),
+        # Test #4: test no match of defined ALLOWED list of values
+        "test_pattern_no_allowed_array_match.vspec": get_log_msg("allowed", "Red"),
+    }
+
+    def run_no_match_pattern_test(test_name: str, log_message: str):
+        spec = HERE / test_name
+        output = tmp_path / "out.json"
+        log = tmp_path / "log.txt"
+        cmd = f"vspec --log-file {log} export json --pretty -u {TEST_UNITS} -q {TEST_QUANT}"
+        cmd += f" --vspec {spec} --output {output} --strict"
+        process = subprocess.run(cmd.split())
+
+        # Tested command should fail
+        assert process.returncode != 0
+        # Check logged error message
+        assert log_message in log.read_text()
+
+    # Run no_pattern_match_tests_to_run
+    for tst_name, tst_msg in no_pattern_match_tests_to_run.items():
+        run_no_match_pattern_test(tst_name, tst_msg)
+
+
+def test_datatype_pattern_ok(tmp_path):
+    # Test #1: test no match of defined DEFAULT value
+    spec = HERE / "test_pattern_ok.vspec"
+    output = tmp_path / "out.json"
+    log = tmp_path / "log.txt"
+    cmd = f"vspec --log-file {log} export json --pretty -u {TEST_UNITS} -q {TEST_QUANT}"
+    cmd += f" --vspec {spec} --output {output} --strict"
+    process = subprocess.run(cmd.split())
+    assert process.returncode == 0
diff --git a/tests/vspec/test_datatypes_pattern/test_pattern_no_allowed_array_match.vspec b/tests/vspec/test_datatypes_pattern/test_pattern_no_allowed_array_match.vspec
new file mode 100644
index 00000000..89f1fd0b
--- /dev/null
+++ b/tests/vspec/test_datatypes_pattern/test_pattern_no_allowed_array_match.vspec
@@ -0,0 +1,13 @@
+#
+A:
+  type: branch
+  description: Branch A - used to test no match of 'allowed' values with specified 'pattern' field.
+
+A.Colors:
+  datatype: string
+  type: attribute
+  description: Simple Label for colors, which should be a simple collection of all lower case strings.
+    Should fail on the 'allowed' 'Red' color label.
+  pattern: ^[a-z]+$
+  allowed: [white, green, Red]
+  default: white
diff --git a/tests/vspec/test_datatypes_pattern/test_pattern_no_allowed_match.vspec b/tests/vspec/test_datatypes_pattern/test_pattern_no_allowed_match.vspec
new file mode 100644
index 00000000..abe0d33a
--- /dev/null
+++ b/tests/vspec/test_datatypes_pattern/test_pattern_no_allowed_match.vspec
@@ -0,0 +1,12 @@
+#
+A:
+  type: branch
+  description: Branch A - used to test no match of 'allowed' value with specified 'pattern' field.
+
+A.ErrorColors:
+  datatype: string[]
+  type: attribute
+  description: Simple Label for ErrorColors, which should be a simple all lower case string.
+    Should fail on the 'allowed' (only) 'Red' color label.
+  pattern: ^[a-z]+$
+  allowed: [Red]
diff --git a/tests/vspec/test_datatypes_pattern/test_pattern_no_default_array_match.vspec b/tests/vspec/test_datatypes_pattern/test_pattern_no_default_array_match.vspec
new file mode 100644
index 00000000..5715151d
--- /dev/null
+++ b/tests/vspec/test_datatypes_pattern/test_pattern_no_default_array_match.vspec
@@ -0,0 +1,12 @@
+#
+A:
+  type: branch
+  description: Branch A - used to test no match of 'default' values with specified 'pattern' field.
+
+A.Colors:
+  datatype: string[]
+  type: attribute
+  description: Simple Label for colors, which should be a simple collection of all lower case strings.
+    Should fail on the 'Red' color label.
+  pattern: ^[a-z]+$
+  default: [white, green, Red]
diff --git a/tests/vspec/test_datatypes_pattern/test_pattern_no_default_match.vspec b/tests/vspec/test_datatypes_pattern/test_pattern_no_default_match.vspec
new file mode 100644
index 00000000..638e23e6
--- /dev/null
+++ b/tests/vspec/test_datatypes_pattern/test_pattern_no_default_match.vspec
@@ -0,0 +1,11 @@
+#
+A:
+  type: branch
+  description: Branch A - used to test no match of 'default' value with specified 'pattern' field.
+
+A.Label:
+  datatype: string
+  type: attribute
+  description: Simple Label, which should be a simple all lower case string.
+  pattern: ^[a-z]+$
+  default: WrongLabel1
diff --git a/tests/vspec/test_datatypes_pattern/test_pattern_ok.vspec b/tests/vspec/test_datatypes_pattern/test_pattern_ok.vspec
new file mode 100644
index 00000000..36c9bb15
--- /dev/null
+++ b/tests/vspec/test_datatypes_pattern/test_pattern_ok.vspec
@@ -0,0 +1,19 @@
+#
+A:
+  type: branch
+  description: Branch A - used to test correct attribute (property) with defined 'pattern' field.
+
+A.Label:
+  datatype: string
+  type: attribute
+  description: Simple Label, which should be a simple all lower case string with a number.
+  pattern: ^[a-z0-9]+$
+  default: label1
+
+A.Colors:
+  datatype: string[]
+  type: attribute
+  description: Simple collection with colors, where each color should be a simple lower case string.
+  pattern: ^[a-z]+$
+  allowed: [white, green, red, black, yellow, blue]
+  default: [white, green, red]
diff --git a/tests/vspec/test_datatypes_pattern/test_pattern_wrong_datatype.vspec b/tests/vspec/test_datatypes_pattern/test_pattern_wrong_datatype.vspec
new file mode 100644
index 00000000..2ae3f10b
--- /dev/null
+++ b/tests/vspec/test_datatypes_pattern/test_pattern_wrong_datatype.vspec
@@ -0,0 +1,11 @@
+#
+A:
+  type: branch
+  description: Branch A - used to test wrong usage of 'pattern' property for other than a string datatype.
+
+A.Year:
+  datatype: uint16
+  type: attribute
+  description: Unsigned Integer (number) for an Year attribute.
+    Should fail for defined 'pattern' field because 'pattern' is allowed only for string types.
+  pattern: ^[0-9]+$

From 4e5aca09d4b152c5789fadbceb297be657e3d64b Mon Sep 17 00:00:00 2001
From: Erik Jaegervall <erik.jaegervall@se.bosch.com>
Date: Fri, 1 Nov 2024 10:28:39 +0100
Subject: [PATCH 3/8] Minor documentation update

* Fixing Binary Table
* Adding Binary to exporter list
* Changing to alphabetical order in exporter list
* Fixing some broken links

Signed-off-by: Erik Jaegervall <erik.jaegervall@se.bosch.com>
---
 binary/README.md   | 57 +++++++++++++++++++++++-----------------------
 docs/vspec.md      |  7 +++---
 docs/vspec_arch.md |  6 ++---
 3 files changed, 36 insertions(+), 34 deletions(-)

diff --git a/binary/README.md b/binary/README.md
index 8e0cbfb1..972a3611 100644
--- a/binary/README.md
+++ b/binary/README.md
@@ -1,6 +1,6 @@
 # Binary Toolset
 The binary toolset consists of a tool that translates the VSS YAML specification to the binary file format (see below),
-and two libraries that provides methods that are likely to be needed by a server that manages the VSS tree, one written in C, and one in Go.<br>
+and two libraries that provides methods that are likely to be needed by a server that manages the VSS tree, one written in C, and one in Go.
 
 ## Binary Parser Usage
 
@@ -70,35 +70,36 @@ and assuming a binary tree file has been created in the VSS parent directory:
 
 ## Encoding
 
-The binary node file format is as follows:<br>
-    Name        | Datatype  | #bytes<br>
-    ---------------------------------------<br>
-    NameLen     | uint8     | 1<br>
-    Name        | chararray | NameLen<br>
-    NodeTypeLen | uint8     | 1<br>
-    NodeType    | chararray | NodeTypeLen<br>
-    UuidLen     | uint8     | 1<br>
-    Uuid        | chararray | UuidLen<br>
-    DescrLen    | uint8     | 1<br>
-    Description | chararray | DescrLen<br>
-    DatatypeLen | uint8     | 1<br>
-    Datatype    | chararray | DatatypeLen<br>
-    MinLen      | uint8     | 1<br>
-    Min         | chararray | MinLen<br>
-    MaxLen      | uint8     | 1<br>
-    Max         | chararray | MaxLen<br>
-    UnitLen     | uint8     | 1<br>
-    Unit        | chararray | UnitLen<br>
-    AllowedLen  | uint8     | 1<br>
-    Allowed     | chararray | AllowedLen<br>
-    DefaultLen  | uint8     | 1<br>
-    Default     | chararray | AllowedLen<br>
-    ValidateLen | uint8     | 1<br>
-    Validate    | chararray | ValidateLen<br>
-    Children    | uint8     | 1<br><br>
+The binary node file format is as follows:
+
+Name        | Datatype  | #bytes
+------------|-----------|--------------
+NameLen     | uint8     | 1
+Name        | chararray | NameLen
+NodeTypeLen | uint8     | 1
+NodeType    | chararray | NodeTypeLen
+UuidLen     | uint8     | 1
+Uuid        | chararray | UuidLen
+DescrLen    | uint8     | 1
+Description | chararray | DescrLen
+DatatypeLen | uint8     | 1
+Datatype    | chararray | DatatypeLen
+MinLen      | uint8     | 1
+Min         | chararray | MinLen
+MaxLen      | uint8     | 1
+Max         | chararray | MaxLen
+UnitLen     | uint8     | 1
+Unit        | chararray | UnitLen
+AllowedLen  | uint8     | 1
+Allowed     | chararray | AllowedLen
+DefaultLen  | uint8     | 1
+Default     | chararray | AllowedLen
+ValidateLen | uint8     | 1
+Validate    | chararray | ValidateLen
+Children    | uint8     | 1
 
 The Allowed string contains an array of allowed, each Allowed is preceeded by two characters holding the size of the Allowed sub-string.
-The size is in hex format, with values from "01" to "FF". An example is "03abc0A012345678902cd" which contains the three Alloweds "abc", "0123456789", and "cd".<br><br>
+The size is in hex format, with values from "01" to "FF". An example is "03abc0A012345678902cd" which contains the three Alloweds "abc", "0123456789", and "cd".
 
 The nodes are written into the file in the order given by a recursive method as shown in the following pseudocode:
 
diff --git a/docs/vspec.md b/docs/vspec.md
index b4761081..de88138c 100644
--- a/docs/vspec.md
+++ b/docs/vspec.md
@@ -43,16 +43,17 @@ vspec export json --vspec spec/VehicleSignalSpecification.vspec --output vss.jso
            INFO     Serializing compact JSON...                                                json.py:148
 
 ```
-## Exporter docs
+## Exporter Specific Documentation
 
 - [apigear](./apigear.md)
-- [tree](./tree.md)
+- [binary](../binary/README.md)
 - [ddsidl](./ddsidl.md)
+- [go](./go.md)
 - [graphql](./graphql.md)
 - [id](./id.md)
 - [protobuf](./protobuf.md)
 - [samm](./samm.md)
-- [go](./go.md)
+- [tree](./tree.md)
 
 ## Argument Explanations
 
diff --git a/docs/vspec_arch.md b/docs/vspec_arch.md
index ab0ccbeb..a2ad7fa5 100644
--- a/docs/vspec_arch.md
+++ b/docs/vspec_arch.md
@@ -134,13 +134,13 @@ branch.
 The command line interface is designed with [click](https://click.palletsprojects.com/).
 We are making use of subcommands and evaluating them lazy.
 That means that we can define the cli interface of subcommands in their own files.
-The main cli entrypoint for `vspec` is defined in [vspec.py](../src/vss_tools/vspec/vspec.py).
+The main cli entrypoint for `vspec` is defined in [cli.py](../src/vss_tools/cli.py).
 There you can also see all the subcommands referenced.
 When building a new exporter tool, this is the place that needs to be adapted as well
-as creating a new file similar to the other exporters in [exporters](../src/vss_tools/vspec/exporters).
+as creating a new file similar to the other exporters in [exporters](../src/vss_tools/exporters).
 
 It is also possible to build a complete different script entrypoint and not hook into the current interface.
-All cli options can be imported and used via [cli_options.py](../src/vss_tools/vspec/cli_options.py).
+All cli options can be imported and used via [cli_options.py](../src/vss_tools/cli_options.py).
 Only a few are left out which are defined on the toplevel command just as `--log-level`, `--log-file` and `--version`.
 
 ## Linters and Static Code Checkers

From 3d3c28f417336692b3f0f11ef259780a59082418 Mon Sep 17 00:00:00 2001
From: Erik Jaegervall <erik.jaegervall@se.bosch.com>
Date: Mon, 11 Nov 2024 11:08:30 +0100
Subject: [PATCH 4/8] Binary exporter support for structs.

Based on https://github.com/COVESA/vss-tools/pull/420

Signed-off-by: Ulf Bjorkengren <ulfbjorkengren@geotab.com>
Signed-off-by: Erik Jaegervall <erik.jaegervall@se.bosch.com>
---
 src/vss_tools/exporters/binary.py | 18 +++++++++++++++---
 1 file changed, 15 insertions(+), 3 deletions(-)

diff --git a/src/vss_tools/exporters/binary.py b/src/vss_tools/exporters/binary.py
index 63eee36a..8f29eae4 100644
--- a/src/vss_tools/exporters/binary.py
+++ b/src/vss_tools/exporters/binary.py
@@ -111,6 +111,8 @@ def export_node(node: VSSNode, f: BinaryIO):
 @clo.overlays_opt
 @clo.quantities_opt
 @clo.units_opt
+@clo.types_opt
+@clo.types_output_opt
 def cli(
     vspec: Path,
     output: Path,
@@ -121,22 +123,32 @@ def cli(
     overlays: tuple[Path],
     quantities: tuple[Path],
     units: tuple[Path],
+    types: tuple[Path],
+    types_output: Path | None,
 ):
     """
     Export to Binary.
     """
 
-    tree, _ = get_trees(
+    tree, datatype_tree = get_trees(
         vspec=vspec,
         include_dirs=include_dirs,
         aborts=aborts,
         strict=strict,
-        extended_attributes=extended_attributes,
         quantities=quantities,
         units=units,
+        types=types,
         overlays=overlays,
     )
+
     log.info("Generating binary output...")
+    if datatype_tree:
+        if types_output:
+            with open(str(types_output), "wb") as f:
+                export_node(datatype_tree, f)
+            log.info("Binary datatype tree output generated in %s", types_output)
+        else:
+            log.warning("Ignoring type tree generation as no file name specified")
     with open(str(output), "wb") as f:
         export_node(tree, f)
-    log.info("Binary output generated in %s", output)
+    log.info("Binary main tree output generated in %s", output)

From 40c992d3838d38528b4091c19f88be185e2c6dd9 Mon Sep 17 00:00:00 2001
From: Erik Jaegervall <erik.jaegervall@se.bosch.com>
Date: Thu, 14 Nov 2024 17:27:59 +0100
Subject: [PATCH 5/8] Changw to file when checking test output

Signed-off-by: Erik Jaegervall <erik.jaegervall@se.bosch.com>
---
 tests/vspec/test_extended/test_extended.py    | 29 ++++++++-----------
 .../test_faulty_vspec_format.py               |  5 ++--
 2 files changed, 15 insertions(+), 19 deletions(-)

diff --git a/tests/vspec/test_extended/test_extended.py b/tests/vspec/test_extended/test_extended.py
index cefb68cd..3f543cd7 100644
--- a/tests/vspec/test_extended/test_extended.py
+++ b/tests/vspec/test_extended/test_extended.py
@@ -6,7 +6,6 @@
 #
 # SPDX-License-Identifier: MPL-2.0
 
-import os
 import subprocess
 from pathlib import Path
 
@@ -48,25 +47,23 @@ def test_extended_ok(
     tmp_path,
 ):
     output = tmp_path / "out.json"
-    cmd = f"vspec export json --pretty -u {TEST_UNITS}"
+    log = tmp_path / "out.log"
+    cmd = f"vspec --log-file {log} export json --pretty -u {TEST_UNITS}"
     cmd += f" -q {TEST_QUANT} {extended_args} -s {TEST_FILE} -o {output}"
 
-    # Make sure there is no line break that affects compare
-    env = os.environ.copy()
-    env["COLUMNS"] = "120"
+    subprocess.run(cmd.split(), capture_output=True, text=True)
 
-    process = subprocess.run(cmd.split(), capture_output=True, check=True, text=True, env=env)
+    log_content = log.read_text()
 
     if known_extended is not None:
-        print(process.stdout)
-        check_str = KNOWN_PREFIX + known_extended + " "
-        assert check_str in process.stdout
+        check_str = KNOWN_PREFIX + known_extended
+        assert check_str in log_content
     else:
-        assert KNOWN_PREFIX not in process.stdout
+        assert KNOWN_PREFIX not in log_content
 
     if extended_warning:
         for i in extended_warning.split(","):
-            assert (WARNING_PREFIX + f" 'A.SignalA':'{i.strip()}'") in process.stdout
+            assert (WARNING_PREFIX + f" 'A.SignalA':'{i.strip()}'") in log_content
 
 
 @pytest.mark.parametrize(
@@ -81,13 +78,11 @@ def test_extended_ok(
 )
 def test_extended_error(extended_args: str, tmp_path):
     output = tmp_path / "out.json"
-    cmd = f"vspec export json --pretty -u {TEST_UNITS}"
+    log = tmp_path / "out.log"
+    cmd = f"vspec --log-file {log} export json --pretty -u {TEST_UNITS}"
     cmd += f" -q {TEST_QUANT} {extended_args} -s {TEST_FILE} -o {output}"
 
-    # Make sure there is no line break that affects compare
-    env = os.environ.copy()
-    env["COLUMNS"] = "120"
+    process = subprocess.run(cmd.split(), capture_output=True, text=True)
 
-    process = subprocess.run(cmd.split(), stdout=subprocess.PIPE, text=True, stderr=subprocess.STDOUT, env=env)
     assert process.returncode != 0
-    assert "not allowed" in process.stdout
+    assert "not allowed" in log.read_text() or "not allowed" in process.stderr
diff --git a/tests/vspec/test_faulty_vspec_format/test_faulty_vspec_format.py b/tests/vspec/test_faulty_vspec_format/test_faulty_vspec_format.py
index 94c5d7e5..e8a24cfc 100644
--- a/tests/vspec/test_faulty_vspec_format/test_faulty_vspec_format.py
+++ b/tests/vspec/test_faulty_vspec_format/test_faulty_vspec_format.py
@@ -26,7 +26,8 @@
 def test_error(tmp_path, filename, error):
     spec = HERE / filename
     output = tmp_path / "out.json"
-    cmd = f"vspec export json -u {TEST_UNITS} -q {TEST_QUANT} --vspec {spec} --output {output}"
+    log = tmp_path / "out.log"
+    cmd = f"vspec --log-file {log} export json -u {TEST_UNITS} -q {TEST_QUANT} --vspec {spec} --output {output}"
     process = subprocess.run(cmd.split(), capture_output=True, text=True)
     assert process.returncode != 0
-    assert error in process.stdout
+    assert error in log.read_text()

From c1eac3a0981a1dd98f32f9f3e69f582c6dcada78 Mon Sep 17 00:00:00 2001
From: Sebastian Schleemilch <sebastian.schleemilch@bmw.de>
Date: Mon, 11 Nov 2024 12:09:06 +0100
Subject: [PATCH 6/8] Replaced poetry with uv

- Way faster
- Can also install/handle Python versions

Signed-off-by: Sebastian Schleemilch <sebastian.schleemilch@bmw.de>
---
 .github/workflows/buildcheck.yml |   27 +-
 README.md                        |   77 +--
 poetry.lock                      | 1070 ------------------------------
 poetry.toml                      |    2 -
 pyproject.toml                   |   74 ++-
 uv.lock                          |  823 +++++++++++++++++++++++
 6 files changed, 906 insertions(+), 1167 deletions(-)
 delete mode 100644 poetry.lock
 delete mode 100644 poetry.toml
 create mode 100644 uv.lock

diff --git a/.github/workflows/buildcheck.yml b/.github/workflows/buildcheck.yml
index 16b9bccc..d4916ba1 100644
--- a/.github/workflows/buildcheck.yml
+++ b/.github/workflows/buildcheck.yml
@@ -27,25 +27,16 @@ jobs:
         uses: actions/checkout@v4
       - name: Install apt dependencies
         run: sudo apt install -y protobuf-compiler
-      - name: Setup Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: ${{ env.PYTHON_VERSION }}
-          cache: pip
-      - name: Install poetry
-        uses: abatilo/actions-poetry@v2
-        with:
-          poetry-version: "1.8.3"
-      - name: Poetry install
-        run: poetry install
+      - name: Install uv
+        uses: astral-sh/setup-uv@v3
       - name: Mypy
-        run: poetry run mypy src
+        run: uv run mypy src
       - name: flake8
         run: |
-          poetry run flake8 src tests contrib
+          uv run flake8 src tests contrib
       - name: Run tests
         run: |
-          poetry run pytest --cov=vss_tools --cov-report=term-missing --cov-fail-under=88
+          uv run pytest --cov=vss_tools --cov-report=term-missing --cov-fail-under=88
       - name: Test Binary Go Parser
         run: |
           cd binary/go_parser
@@ -62,13 +53,11 @@ jobs:
         with:
           python-version: ${{ env.PYTHON_VERSION }}
           cache: pip
-      - name: Install poetry
-        uses: abatilo/actions-poetry@v2
-        with:
-          poetry-version: "1.8.3"
+      - name: Install uv
+        uses: astral-sh/setup-uv@v3
       - name: Test Pypi packaging
         run: |
-          poetry build
+          uv build
       - name: Test that tools can be started
         run: |
           pip install dist/*.whl
diff --git a/README.md b/README.md
index da12ca45..353cc7dd 100644
--- a/README.md
+++ b/README.md
@@ -19,11 +19,13 @@ source .venv/bin/activate
 ```
 
 pypi
+
 ```bash
 pip install vss-tools
 ```
 
 from source:
+
 ```bash
 # default branch
 pip install git+https://github.com/COVESA/vss-tools.git
@@ -50,10 +52,9 @@ vspec export --help
 vspec export json --help
 ```
 
-Please check [here](./docs/vspec.md) for generic infos about exporters and their arguments
+Please check [here](./docs/vspec.md) for generic info about exporters and their arguments
 as well as [here](./docs/vspec_arch.md) for design decision, architecture and limitations.
 
-
 ## Compatibility with VSS
 
 The [COVESA VSS project repository](https://github.com/COVESA/vehicle_signal_specification) includes vss-tools as a submodule.
@@ -62,90 +63,82 @@ It is not guaranteed that newer or older versions of vss-tools can successfully
 The table below gives an overview of basic version support for e.g. `vspec export json`.
 Other exporters may have stricter requirements.
 
-VSS-tools version | Supported VSS catalog versions | Comments
------------------|------------------------|----------------
-`v3.0`| `v3.0` - `v3.1.1`
-`v3.1`| `v3.0` -`v4.0`
-`v4.0`| `v4.0`
-`v4.1`| `v4.0` -
-`4.2`| `v4.0` -
-`5.0`| `v5.0` -
-`<latest source>`| `v5.0` -
+| VSS-tools version | Supported VSS catalog versions | Comments |
+| ----------------- | ------------------------------ | -------- |
+| `v3.0`            | `v3.0` - `v3.1.1`              |
+| `v3.1`            | `v3.0` -`v4.0`                 |
+| `v4.0`            | `v4.0`                         |
+| `v4.1`            | `v4.0` -                       |
+| `4.2`             | `v4.0` -                       |
+| `5.0`             | `v5.0` -                       |
+| `<latest source>` | `v5.0` -                       |
 
 ### Changes affecting compatibility
 
 Examples on changes affecting compatibility
 
-* Somewhat stricter control in VSS-tools 5.0 onwards,
+- Somewhat stricter control in VSS-tools 5.0 onwards,
   minor changes required in VSS 4.X catalogs to make it pass the control.
-* VSS version `v4.1` introduced a new syntax for the unit files that cannot be handled by `vss-tools < v4.1`
-* From `v4.0` vss-tools expects unit file to be explicitly specified or provided in the same directory as the VSS input.
+- VSS version `v4.1` introduced a new syntax for the unit files that cannot be handled by `vss-tools < v4.1`
+- From `v4.0` vss-tools expects unit file to be explicitly specified or provided in the same directory as the VSS input.
   VSS `v3.1` is the first VSS version including a unit file in the VSS repository.
   This means vss-tools from `v4.0` onwards cannot handle VSS-versions prior to VSS `v3.1`
-* VSS-tools `v3.1` only supported `default` for attributes, resulting in that newer VSS-versions is not supported.
-* VSS-tools `v4.0` requires case-sensitive for type, resulting in that VSS versions `v3.1` and earlier is not supported.
+- VSS-tools `v3.1` only supported `default` for attributes, resulting in that newer VSS-versions is not supported.
+- VSS-tools `v4.0` requires case-sensitive for type, resulting in that VSS versions `v3.1` and earlier is not supported.
 
 ## Contributing
 
-### Poetry
+### UV
 
-We are using [poetry](https://python-poetry.org/docs/) or a package and venv handling system.
-Therefore a requirement to develop a tool is to install poetry on your host machine.
-Check [here](https://python-poetry.org/docs/#installation) for official installation instructions. The recommended one is the following, however installing it through pip/pipx works aswell:
+We are using [uv](https://docs.astral.sh/uv/) as a python package and project manager.
+Therefore, a requirement to develop is to install `uv` on your host machine.
+Check [here](https://docs.astral.sh/uv/#getting-started) for official installation instructions. The recommended one is the following, however installing it through pip/pipx works as well:
 
 ```bash
-curl -sSL https://install.python-poetry.org | python3 -
+# macOS/Linux
+curl -LsSf https://astral.sh/uv/install.sh | sh
+# Windows
+powershell -c "irm https://astral.sh/uv/install.ps1 | iex"
 ```
 
 You can then use the following command in the root directory of `vss-tools` to install all dependencies:
 
 ```bash
-poetry install
+uv sync
 ```
 
-Due to our [poetry.toml](./poetry.toml) the call will create a `.venv` directory but does not automatically activate it.
+It will create a `.venv` in the root of the project.
 
-You can use that venv in several ways, with or without the help of `poetry`:
-- `poetry shell`: Spawns a new subshell with the appropriate environment activated. After that you can directly call tools
-- `poetry run <tool>`: Runs the given tool in the virtual environment but does return to the current environment after that
-- `. $(poetry env info --path)/bin/activate`: Enables the virtual environment. Since we do store virtual envs directly with the tool the command can be simplified to `. .venv/bin/activate`. See [here](https://python-poetry.org/docs/basic-usage/#using-poetry-run) for more detailed information how to run poetry e.g. for Windows and how to exit/deactivate it.
-- We also have an `.envrc` that automatically sources the `.venv` when available. Check [direnv](https://direnv.net/) for how to set it up.
+You can use the `venv` like you would without the usage of `uv`:
 
-Examples (all from vss-tools root and after running `poetry install`):
-
-venv activation:
 ```bash
 source .venv/bin/activate
 vspec --help
 ```
-poetry shell:
-```bash
-poetry shell
-vspec --help
-```
 
-poetry run:
+Alternatively you can use `uv` to run the `vspec` tool:
+
 ```bash
-poetry run vspec --help
+uv run vspec --help
 ```
 
-direnv:
+If you have a working setup of [direnv](https://direnv.net/), just navigating into the directory
+if enough (after an initial `uv sync`)
+
 ```bash
 vspec --help
 ```
 
-
 ### Pre-commit
 
 This project uses [pre-commit](https://pre-commit.com/) which helps formatting the source code in a streamlined way.
 It is very recommended to use it.
-To install hooks you can do `pre-commit install` from an [activated environment](#poetry).
+To install hooks you can do `pre-commit install` from an [activated environment](#uv).
 Hooks will then run every time you do a `git commit` on changed files.
 If you would like to run all hooks on all files you can do `pre-commit run --all`.
 Since `pre-commit` dependencies are installed in the virtual environment, it needs
 to be activated to be able to run them on a commit.
 
-
 ### Installing additional tools
 
 If you intend to run test cases related to `vspec` proto exporter you need to install the protobuf compiler.
diff --git a/poetry.lock b/poetry.lock
deleted file mode 100644
index e86ca2e1..00000000
--- a/poetry.lock
+++ /dev/null
@@ -1,1070 +0,0 @@
-# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
-
-[[package]]
-name = "annotated-types"
-version = "0.7.0"
-description = "Reusable constraint types to use with typing.Annotated"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
-    {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
-]
-
-[[package]]
-name = "anytree"
-version = "2.12.1"
-description = "Powerful and Lightweight Python Tree Data Structure with various plugins"
-optional = false
-python-versions = ">=3.7.2,<4"
-files = [
-    {file = "anytree-2.12.1-py3-none-any.whl", hash = "sha256:5ea9e61caf96db1e5b3d0a914378d2cd83c269dfce1fb8242ce96589fa3382f0"},
-    {file = "anytree-2.12.1.tar.gz", hash = "sha256:244def434ccf31b668ed282954e5d315b4e066c4940b94aff4a7962d85947830"},
-]
-
-[package.dependencies]
-six = "*"
-
-[[package]]
-name = "attrs"
-version = "24.2.0"
-description = "Classes Without Boilerplate"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"},
-    {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"},
-]
-
-[package.extras]
-benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
-tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
-
-[[package]]
-name = "cfgv"
-version = "3.4.0"
-description = "Validate configuration and produce human readable error messages."
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9"},
-    {file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"},
-]
-
-[[package]]
-name = "click"
-version = "8.1.7"
-description = "Composable command line interface toolkit"
-optional = false
-python-versions = ">=3.7"
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-[[package]]
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-
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-
-[[package]]
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-optional = false
-python-versions = ">=3.8"
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-cover = ["pytest-cov"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
-type = ["pytest-mypy"]
-
-[metadata]
-lock-version = "2.0"
-python-versions = "^3.10"
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diff --git a/poetry.toml b/poetry.toml
deleted file mode 100644
index ab1033bd..00000000
--- a/poetry.toml
+++ /dev/null
@@ -1,2 +0,0 @@
-[virtualenvs]
-in-project = true
diff --git a/pyproject.toml b/pyproject.toml
index 178d83b1..986d6286 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,48 +1,54 @@
-[tool.poetry]
+[project]
 name = "vss-tools"
-homepage="https://github.com/COVESA/vss-tools"
-description='COVESA Vehicle Signal Specification tooling.'
-authors = ["COVESA VSS <covesa-dev@covesa.global>"]
 version = "6.0a0"
-license = "Mozilla Public License 2.0"
+description='COVESA Vehicle Signal Specification tooling.'
 readme = "README.md"
+requires-python = ">=3.10"
+dependencies = [
+    "anytree>=2.12.1",
+    "bump2version>=1.0.1",
+    "click>=8.1.7",
+    "deprecation>=2.1.0",
+    "graphql-core>=3.2.5",
+    "importlib-metadata>=8.5.0",
+    "jsonschema>=4.23.0",
+    "pydantic>=2.9.2",
+    "pyyaml>=6.0.2",
+    "rdflib>=7.1.1",
+    "rich-click>=1.8.3",
+    "rich>=13.9.4",
+    "ruff>=0.7.3",
+]
+authors = [
+{name="COVESA VSS", email="covesa-dev@covesa.global"}
+]
+license = {text = "Mozilla Public License 2.0"}
+
+[project.urls]
+homepage="https://github.com/COVESA/vss-tools"
 
-[tool.poetry.dependencies]
-python = "^3.10"
-rich = "^13.7.1"
-pyyaml = "^6.0.1"
-anytree = "^2.9.0"
-deprecation = "^2.1.0"
-graphql-core = "*"
-rdflib = "^6.0.0"
-importlib-metadata = "^7.0"
-click = "^8.1.7"
-rich-click = "^1.8.3"
-pydantic = "^2.8.2"
-jsonschema = "^4.23.0"
-
-[tool.poetry.group.dev.dependencies]
-mypy = "*"
-pytest = "*"
-pytest-cov = "*"
-types-setuptools = "*"
-types-PyYAML = "*"
-flake8 = "^6.0.0"
-pre-commit = "*"
-
-
-[tool.poetry.scripts]
+[project.scripts]
 vspec = "vss_tools.cli:cli"
 
-[build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
-
 [tool.mypy]
 disable_error_code = "import-untyped"
 
 [tool.ruff]
 line-length = 120
 
+[tool.uv]
+package = true
+
 [tool.ruff.lint]
 select = ["E", "F", "I"]
+
+[dependency-groups]
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+    "mypy>=1.13.0",
+    "pre-commit>=4.0.1",
+    "pytest-cov>=6.0.0",
+    "pytest>=8.3.3",
+    "types-pyyaml>=6.0.12.20240917",
+    "types-setuptools>=75.3.0.20241107",
+]
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 00000000..c99dfe5a
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,823 @@
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From eae6f360de9883805078edbe2f47ce6713e8a862 Mon Sep 17 00:00:00 2001
From: Sebastian Schleemilch <sebastian.schleemilch@bmw.de>
Date: Tue, 12 Nov 2024 08:28:17 +0100
Subject: [PATCH 7/8] Added nox for testing, hatch as build backend

- Also removed flake8, covered by ruff
- Testing major Python versions 3.10-3.13

Signed-off-by: Sebastian Schleemilch <sebastian.schleemilch@bmw.de>
---
 .github/workflows/buildcheck.yml |   6 +-
 README.md                        |  23 ++++--
 noxfile.py                       |  21 ++++++
 pyproject.toml                   |  11 ++-
 uv.lock                          | 120 ++++++++++++++++++++-----------
 5 files changed, 126 insertions(+), 55 deletions(-)
 create mode 100644 noxfile.py

diff --git a/.github/workflows/buildcheck.yml b/.github/workflows/buildcheck.yml
index d4916ba1..a7b93125 100644
--- a/.github/workflows/buildcheck.yml
+++ b/.github/workflows/buildcheck.yml
@@ -31,12 +31,8 @@ jobs:
         uses: astral-sh/setup-uv@v3
       - name: Mypy
         run: uv run mypy src
-      - name: flake8
-        run: |
-          uv run flake8 src tests contrib
       - name: Run tests
-        run: |
-          uv run pytest --cov=vss_tools --cov-report=term-missing --cov-fail-under=88
+        run: uv run nox
       - name: Test Binary Go Parser
         run: |
           cd binary/go_parser
diff --git a/README.md b/README.md
index 353cc7dd..21a99cf8 100644
--- a/README.md
+++ b/README.md
@@ -39,7 +39,7 @@ See [usage](#usage) for how to start using it.
 
 ## Usage
 
-General CLI help should be used for up to date info of how to use the tools.
+General CLI help should be used for up-to-date info of how to use the tools.
 
 ```bash
 # Help for toplevel options and lists sub commands
@@ -108,7 +108,6 @@ uv sync
 ```
 
 It will create a `.venv` in the root of the project.
-
 You can use the `venv` like you would without the usage of `uv`:
 
 ```bash
@@ -122,16 +121,30 @@ Alternatively you can use `uv` to run the `vspec` tool:
 uv run vspec --help
 ```
 
-If you have a working setup of [direnv](https://direnv.net/), just navigating into the directory
-if enough (after an initial `uv sync`)
+If you have a working setup of [direnv](https://direnv.net/), navigating into the directory
+activates the `venv` (after an initial `uv sync` and `direnv allow`)
 
 ```bash
 vspec --help
 ```
 
+`uv` can manage independent python versions.
+If you would like to use a specific python version (e.g. `python3.12`):
+
+```bash
+# Python 3.12
+uv sync -p python3.12
+# From the activated env:
+python --version # --> Python 3.12.7
+
+# Python 3.13
+uv sync -p python3.13
+python --version # --> Python 3.13.0
+```
+
 ### Pre-commit
 
-This project uses [pre-commit](https://pre-commit.com/) which helps formatting the source code in a streamlined way.
+This project uses [pre-commit](https://pre-commit.com/) which helps to format the source code in a streamlined way.
 It is very recommended to use it.
 To install hooks you can do `pre-commit install` from an [activated environment](#uv).
 Hooks will then run every time you do a `git commit` on changed files.
diff --git a/noxfile.py b/noxfile.py
new file mode 100644
index 00000000..138149e2
--- /dev/null
+++ b/noxfile.py
@@ -0,0 +1,21 @@
+import nox
+
+PYTHON_VERSIONS = ["3.10", "3.13"]
+
+nox.options.default_venv_backend = "uv"
+
+
+@nox.session(python=PYTHON_VERSIONS)
+def tests(session):
+    session.run_install(
+        "uv",
+        "sync",
+        env={"UV_PROJECT_ENVIRONMENT": session.virtualenv.location},
+    )
+    session.run(
+        "pytest",
+        "--cov=vss_tools",
+        "--cov-report=term-missing",
+        "--cov-fail-under=88",
+        *session.posargs,
+    )
diff --git a/pyproject.toml b/pyproject.toml
index 986d6286..f1fa2258 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -25,11 +25,18 @@ authors = [
 license = {text = "Mozilla Public License 2.0"}
 
 [project.urls]
-homepage="https://github.com/COVESA/vss-tools"
+Homepage="https://github.com/COVESA/vss-tools"
+Issues = "https://github.com/COVESA/vss-tools/issues"
+Changelog = "https://github.com/COVESA/vss-tools/blob/master/CHANGELOG.md"
 
 [project.scripts]
 vspec = "vss_tools.cli:cli"
 
+
+[build-system]
+requires = ["hatchling"]
+build-backend = "hatchling.build"
+
 [tool.mypy]
 disable_error_code = "import-untyped"
 
@@ -44,8 +51,8 @@ select = ["E", "F", "I"]
 
 [dependency-groups]
 dev = [
-    "flake8>=7.1.1",
     "mypy>=1.13.0",
+    "nox>=2024.10.9",
     "pre-commit>=4.0.1",
     "pytest-cov>=6.0.0",
     "pytest>=8.3.3",
diff --git a/uv.lock b/uv.lock
index c99dfe5a..7b531c25 100644
--- a/uv.lock
+++ b/uv.lock
@@ -26,6 +26,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/6a/fb/ff946843e6b55ae9fda84df3964d6c233cd2261dface789f5be02ab79bc5/anytree-2.12.1-py3-none-any.whl", hash = "sha256:5ea9e61caf96db1e5b3d0a914378d2cd83c269dfce1fb8242ce96589fa3382f0", size = 44914 },
 ]
 
+[[package]]
+name = "argcomplete"
+version = "3.5.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/5f/39/27605e133e7f4bb0c8e48c9a6b87101515e3446003e0442761f6a02ac35e/argcomplete-3.5.1.tar.gz", hash = "sha256:eb1ee355aa2557bd3d0145de7b06b2a45b0ce461e1e7813f5d066039ab4177b4", size = 82280 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/f7/be/a606a6701d491cfae75583c80a6583f8abe9c36c0b9666e867e7cdd62fe8/argcomplete-3.5.1-py3-none-any.whl", hash = "sha256:1a1d148bdaa3e3b93454900163403df41448a248af01b6e849edc5ac08e6c363", size = 43498 },
+]
+
 [[package]]
 name = "attrs"
 version = "24.2.0"
@@ -35,6 +44,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/6a/21/5b6702a7f963e95456c0de2d495f67bf5fd62840ac655dc451586d23d39a/attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2", size = 63001 },
 ]
 
+[[package]]
+name = "bump2version"
+version = "1.0.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/29/2a/688aca6eeebfe8941235be53f4da780c6edee05dbbea5d7abaa3aab6fad2/bump2version-1.0.1.tar.gz", hash = "sha256:762cb2bfad61f4ec8e2bdf452c7c267416f8c70dd9ecb1653fd0bbb01fa936e6", size = 36236 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1d/e3/fa60c47d7c344533142eb3af0b73234ef8ea3fb2da742ab976b947e717df/bump2version-1.0.1-py2.py3-none-any.whl", hash = "sha256:37f927ea17cde7ae2d7baf832f8e80ce3777624554a653006c9144f8017fe410", size = 22030 },
+]
+
 [[package]]
 name = "cfgv"
 version = "3.4.0"
@@ -65,6 +83,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335 },
 ]
 
+[[package]]
+name = "colorlog"
+version = "6.9.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "colorama", marker = "sys_platform == 'win32'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/d3/7a/359f4d5df2353f26172b3cc39ea32daa39af8de522205f512f458923e677/colorlog-6.9.0.tar.gz", hash = "sha256:bfba54a1b93b94f54e1f4fe48395725a3d92fd2a4af702f6bd70946bdc0c6ac2", size = 16624 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e3/51/9b208e85196941db2f0654ad0357ca6388ab3ed67efdbfc799f35d1f83aa/colorlog-6.9.0-py3-none-any.whl", hash = "sha256:5906e71acd67cb07a71e779c47c4bcb45fb8c2993eebe9e5adcd6a6f1b283eff", size = 11424 },
+]
+
 [[package]]
 name = "coverage"
 version = "7.6.4"
@@ -168,20 +198,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/b9/f8/feced7779d755758a52d1f6635d990b8d98dc0a29fa568bbe0625f18fdf3/filelock-3.16.1-py3-none-any.whl", hash = "sha256:2082e5703d51fbf98ea75855d9d5527e33d8ff23099bec374a134febee6946b0", size = 16163 },
 ]
 
-[[package]]
-name = "flake8"
-version = "7.1.1"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "mccabe" },
-    { name = "pycodestyle" },
-    { name = "pyflakes" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/37/72/e8d66150c4fcace3c0a450466aa3480506ba2cae7b61e100a2613afc3907/flake8-7.1.1.tar.gz", hash = "sha256:049d058491e228e03e67b390f311bbf88fce2dbaa8fa673e7aea87b7198b8d38", size = 48054 }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/d9/42/65004373ac4617464f35ed15931b30d764f53cdd30cc78d5aea349c8c050/flake8-7.1.1-py2.py3-none-any.whl", hash = "sha256:597477df7860daa5aa0fdd84bf5208a043ab96b8e96ab708770ae0364dd03213", size = 57731 },
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-
 [[package]]
 name = "graphql-core"
 version = "3.2.5"
@@ -269,15 +285,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/42/d7/1ec15b46af6af88f19b8e5ffea08fa375d433c998b8a7639e76935c14f1f/markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1", size = 87528 },
 ]
 
-[[package]]
-name = "mccabe"
-version = "0.7.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/e7/ff/0ffefdcac38932a54d2b5eed4e0ba8a408f215002cd178ad1df0f2806ff8/mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325", size = 9658 }
-wheels = [
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-
 [[package]]
 name = "mdurl"
 version = "0.1.2"
@@ -339,6 +346,22 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d2/1d/1b658dbd2b9fa9c4c9f32accbfc0205d532c8c6194dc0f2a4c0428e7128a/nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9", size = 22314 },
 ]
 
+[[package]]
+name = "nox"
+version = "2024.10.9"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "argcomplete" },
+    { name = "colorlog" },
+    { name = "packaging" },
+    { name = "tomli", marker = "python_full_version < '3.11'" },
+    { name = "virtualenv" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/08/93/4df547afcd56e0b2bbaa99bc2637deb218a01802ed62d80f763189be802c/nox-2024.10.9.tar.gz", hash = "sha256:7aa9dc8d1c27e9f45ab046ffd1c3b2c4f7c91755304769df231308849ebded95", size = 4003197 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/66/00/981f0dcaddf111b6caf6e03d7f7f01b07fd4af117316a7eb1c22039d9e37/nox-2024.10.9-py3-none-any.whl", hash = "sha256:1d36f309a0a2a853e9bccb76bbef6bb118ba92fa92674d15604ca99adeb29eab", size = 61210 },
+]
+
 [[package]]
 name = "packaging"
 version = "24.2"
@@ -382,15 +405,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/16/8f/496e10d51edd6671ebe0432e33ff800aa86775d2d147ce7d43389324a525/pre_commit-4.0.1-py2.py3-none-any.whl", hash = "sha256:efde913840816312445dc98787724647c65473daefe420785f885e8ed9a06878", size = 218713 },
 ]
 
-[[package]]
-name = "pycodestyle"
-version = "2.12.1"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/43/aa/210b2c9aedd8c1cbeea31a50e42050ad56187754b34eb214c46709445801/pycodestyle-2.12.1.tar.gz", hash = "sha256:6838eae08bbce4f6accd5d5572075c63626a15ee3e6f842df996bf62f6d73521", size = 39232 }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/3a/d8/a211b3f85e99a0daa2ddec96c949cac6824bd305b040571b82a03dd62636/pycodestyle-2.12.1-py2.py3-none-any.whl", hash = "sha256:46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3", size = 31284 },
-]
-
 [[package]]
 name = "pydantic"
 version = "2.9.2"
@@ -472,15 +486,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/a9/f9/b6bcaf874f410564a78908739c80861a171788ef4d4f76f5009656672dfe/pydantic_core-2.23.4-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:9a5bce9d23aac8f0cf0836ecfc033896aa8443b501c58d0602dbfd5bd5b37753", size = 1920344 },
 ]
 
-[[package]]
-name = "pyflakes"
-version = "3.2.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/57/f9/669d8c9c86613c9d568757c7f5824bd3197d7b1c6c27553bc5618a27cce2/pyflakes-3.2.0.tar.gz", hash = "sha256:1c61603ff154621fb2a9172037d84dca3500def8c8b630657d1701f026f8af3f", size = 63788 }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/d4/d7/f1b7db88d8e4417c5d47adad627a93547f44bdc9028372dbd2313f34a855/pyflakes-3.2.0-py2.py3-none-any.whl", hash = "sha256:84b5be138a2dfbb40689ca07e2152deb896a65c3a3e24c251c5c62489568074a", size = 62725 },
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 name = "pygments"
 version = "2.18.0"
@@ -699,6 +704,31 @@ wheels = [
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 ]
 
+[[package]]
+name = "ruff"
+version = "0.7.3"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/4b/06/09d1276df977eece383d0ed66052fc24ec4550a61f8fbc0a11200e690496/ruff-0.7.3.tar.gz", hash = "sha256:e1d1ba2e40b6e71a61b063354d04be669ab0d39c352461f3d789cac68b54a313", size = 3243664 }
+wheels = [
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+    { url = "https://files.pythonhosted.org/packages/20/ea/1f0a22a6bcdd3fc26c73f63a025d05bd565901b729d56bcb093c722a6c4c/ruff-0.7.3-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:fb397332a1879b9764a3455a0bb1087bda876c2db8aca3a3cbb67b3dbce8cda0", size = 10190037 },
+    { url = "https://files.pythonhosted.org/packages/16/74/aca75666e0d481fe394e76a8647c44ea919087748024924baa1a17371e3e/ruff-0.7.3-py3-none-macosx_11_0_arm64.whl", hash = "sha256:37d0b619546103274e7f62643d14e1adcbccb242efda4e4bdb9544d7764782e9", size = 9811998 },
+    { url = "https://files.pythonhosted.org/packages/20/a1/cf446a0d7f78ea1f0bd2b9171c11dfe746585c0c4a734b25966121eb4f5d/ruff-0.7.3-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5d59f0c3ee4d1a6787614e7135b72e21024875266101142a09a61439cb6e38a5", size = 10620626 },
+    { url = "https://files.pythonhosted.org/packages/cd/c1/82b27d09286ae855f5d03b1ad37cf243f21eb0081732d4d7b0d658d439cb/ruff-0.7.3-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:44eb93c2499a169d49fafd07bc62ac89b1bc800b197e50ff4633aed212569299", size = 10177598 },
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+    { url = "https://files.pythonhosted.org/packages/43/7b/1daa712de1c5bc6cbbf9fa60e9c41cc48cda962dc6d2c4f2a224d2c3007e/ruff-0.7.3-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b8963cab06d130c4df2fd52c84e9f10d297826d2e8169ae0c798b6221be1d1d2", size = 11010091 },
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+    { url = "https://files.pythonhosted.org/packages/db/e2/dc41ee90c3085aadad4da614d310d834f641aaafddf3dfbba08210c616ce/ruff-0.7.3-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:10ebce7696afe4644e8c1a23b3cf8c0f2193a310c18387c06e583ae9ef284de2", size = 10254843 },
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+    { url = "https://files.pythonhosted.org/packages/b0/5c/efdb4777686683a8edce94ffd812783bddcd3d2454d38c5ac193fef7c500/ruff-0.7.3-py3-none-win32.whl", hash = "sha256:4ba81a5f0c5478aa61674c5a2194de8b02652f17addf8dfc40c8937e6e7d79fc", size = 8611095 },
+    { url = "https://files.pythonhosted.org/packages/bb/b8/28fbc6a4efa50178f973972d1c84b2d0a33cdc731588522ab751ac3da2f5/ruff-0.7.3-py3-none-win_amd64.whl", hash = "sha256:588a9ff2fecf01025ed065fe28809cd5a53b43505f48b69a1ac7707b1b7e4088", size = 9418283 },
+    { url = "https://files.pythonhosted.org/packages/3f/77/b587cba6febd5e2003374f37eb89633f79f161e71084f94057c8653b7fb3/ruff-0.7.3-py3-none-win_arm64.whl", hash = "sha256:1713e2c5545863cdbfe2cbce21f69ffaf37b813bfd1fb3b90dc9a6f1963f5a8c", size = 8725228 },
+]
+
 [[package]]
 name = "six"
 version = "1.16.0"
@@ -764,6 +794,7 @@ version = "6.0a0"
 source = { editable = "." }
 dependencies = [
     { name = "anytree" },
+    { name = "bump2version" },
     { name = "click" },
     { name = "deprecation" },
     { name = "graphql-core" },
@@ -774,12 +805,13 @@ dependencies = [
     { name = "rdflib" },
     { name = "rich" },
     { name = "rich-click" },
+    { name = "ruff" },
 ]
 
 [package.dev-dependencies]
 dev = [
-    { name = "flake8" },
     { name = "mypy" },
+    { name = "nox" },
     { name = "pre-commit" },
     { name = "pytest" },
     { name = "pytest-cov" },
@@ -790,6 +822,7 @@ dev = [
 [package.metadata]
 requires-dist = [
     { name = "anytree", specifier = ">=2.12.1" },
+    { name = "bump2version", specifier = ">=1.0.1" },
     { name = "click", specifier = ">=8.1.7" },
     { name = "deprecation", specifier = ">=2.1.0" },
     { name = "graphql-core", specifier = ">=3.2.5" },
@@ -800,12 +833,13 @@ requires-dist = [
     { name = "rdflib", specifier = ">=7.1.1" },
     { name = "rich", specifier = ">=13.9.4" },
     { name = "rich-click", specifier = ">=1.8.3" },
+    { name = "ruff", specifier = ">=0.7.3" },
 ]
 
 [package.metadata.requires-dev]
 dev = [
-    { name = "flake8", specifier = ">=7.1.1" },
     { name = "mypy", specifier = ">=1.13.0" },
+    { name = "nox", specifier = ">=2024.10.9" },
     { name = "pre-commit", specifier = ">=4.0.1" },
     { name = "pytest", specifier = ">=8.3.3" },
     { name = "pytest-cov", specifier = ">=6.0.0" },

From a058c36804fe8e178de044d2f9db8e868a19cd99 Mon Sep 17 00:00:00 2001
From: Sebastian Schleemilch <sebastian.schleemilch@posteo.net>
Date: Mon, 25 Nov 2024 00:03:02 +0100
Subject: [PATCH 8/8] status quo

---
 src/vss_tools/exporters/jsonschema.py | 213 ++++++++++----------------
 1 file changed, 77 insertions(+), 136 deletions(-)

diff --git a/src/vss_tools/exporters/jsonschema.py b/src/vss_tools/exporters/jsonschema.py
index d1974527..8c95942e 100644
--- a/src/vss_tools/exporters/jsonschema.py
+++ b/src/vss_tools/exporters/jsonschema.py
@@ -17,114 +17,31 @@
 
 import vss_tools.cli_options as clo
 from vss_tools import log
+from vss_tools.datatypes import Datatypes, is_array, resolve_datatype
 from vss_tools.main import get_trees
 from vss_tools.model import VSSDataBranch, VSSDataDatatype, VSSDataStruct
 from vss_tools.tree import VSSNode
 
-type_map = {
-    "int8": "integer",
-    "uint8": "integer",
-    "int16": "integer",
-    "uint16": "integer",
-    "int32": "integer",
-    "uint32": "integer",
-    "int64": "integer",
-    "uint64": "integer",
-    "boolean": "boolean",
-    "float": "number",
-    "double": "number",
-    "string": "string",
-    "int8[]": "array",
-    "uint8[]": "array",
-    "int16[]": "array",
-    "uint16[]": "array",
-    "int32[]": "array",
-    "uint32[]": "array",
-    "int64[]": "array",
-    "uint64[]": "array",
-    "boolean[]": "array",
-    "float[]": "array",
-    "double[]": "array",
-    "string[]": "array",
-}
 
+class VSSJSONSchemaExporterException(Exception):
+    pass
 
-def export_node(
-    json_dict,
-    node: VSSNode,
-    all_extended_attributes: bool,
-    no_additional_properties: bool,
-    require_all_properties: bool,
-):
-    """Preparing nodes for JSON schema output."""
-    # keyword with X- sign are left for extensions and they are not part of official JSON schema
-    data = node.get_vss_data()
-    json_dict[node.name] = {
-        "description": data.description,
-    }
-
-    if isinstance(data, VSSDataDatatype):
-        json_dict[node.name]["type"] = type_map[data.datatype]
-
-    min = getattr(data, "min", None)
-    if min is not None:
-        json_dict[node.name]["minimum"] = min
-
-    max = getattr(data, "max", None)
-    if max is not None:
-        json_dict[node.name]["maximum"] = max
-
-    allowed = getattr(data, "allowed", None)
-    if allowed:
-        json_dict[node.name]["enum"] = allowed
-
-    default = getattr(data, "default", None)
-    if default:
-        json_dict[node.name]["default"] = default
-
-    if isinstance(data, VSSDataStruct):
-        json_dict[node.name]["type"] = "object"
-
-    if all_extended_attributes:
-        json_dict[node.name]["x-VSStype"] = data.type.value
-        datatype = getattr(data, "datatype", None)
-        if datatype:
-            json_dict[node.name]["x-datatype"] = datatype
-        if data.deprecation:
-            json_dict[node.name]["x-deprecation"] = data.deprecation
-
-        # in case of unit or aggregate, the attribute will be missing
-        unit = getattr(data, "unit", None)
-        if unit:
-            json_dict[node.name]["x-unit"] = unit
-
-        aggregate = getattr(data, "aggregate", None)
-        if aggregate:
-            json_dict[node.name]["x-aggregate"] = aggregate
-            if aggregate:
-                json_dict[node.name]["type"] = "object"
-
-        if data.comment:
-            json_dict[node.name]["x-comment"] = data.comment
-
-    for field in data.get_extra_attributes():
-        json_dict[node.name][field] = getattr(data, field)
-
-    # Generate child nodes
-    if isinstance(data, VSSDataBranch) or isinstance(node.data, VSSDataStruct):
-        if no_additional_properties:
-            json_dict[node.name]["additionalProperties"] = False
-        json_dict[node.name]["properties"] = {}
-        if require_all_properties:
-            json_dict[node.name]["required"] = [child.name for child in node.children]
-        for child in node.children:
-            export_node(
-                json_dict[node.name]["properties"],
-                child,
-                all_extended_attributes,
-                no_additional_properties,
-                require_all_properties,
-            )
+
+type_map = {
+    Datatypes.INT8[0]: ("integer", -128, 127),
+    Datatypes.UINT8[0]: ("integer", 0, 255),
+    Datatypes.INT16[0]: ("integer", -32768, 32767),
+    Datatypes.UINT16[0]: ("integer", 0, 65535),
+    Datatypes.INT32[0]: ("integer", -2147483648, 2147483647),
+    Datatypes.UINT32[0]: ("integer", 0, 4294967295),
+    Datatypes.INT64[0]: ("integer"),
+    Datatypes.UINT64[0]: ("integer"),
+    Datatypes.FLOAT[0]: ("number",),
+    Datatypes.DOUBLE[0]: ("number",),
+    Datatypes.NUMERIC[0]: ("number",),
+    Datatypes.BOOLEAN[0]: ("boolean",),
+    Datatypes.STRING[0]: ("string",),
+}
 
 
 @click.command()
@@ -189,39 +106,63 @@ def cli(
         log.info("Serializing pretty JSON schema...")
         indent = 2
 
-    signals_json_schema: Dict[str, Any] = {}
-    export_node(
-        signals_json_schema,
-        tree,
-        extend_all_attributes,
-        no_additional_properties,
-        require_all_properties,
-    )
+    schema = {"$schema": "https://json-schema.org/draft/2020-12/schema", "title": tree.name}
+
+    add_node(schema, tree, datatype_tree, no_additional_properties, require_all_properties)
 
-    # Add data types to the schema
-    if datatype_tree is not None:
-        data_types_json_schema: Dict[str, Any] = {}
-        export_node(
-            data_types_json_schema,
-            datatype_tree,
-            extend_all_attributes,
-            no_additional_properties,
-            require_all_properties,
-        )
-        if extend_all_attributes:
-            signals_json_schema["x-ComplexDataTypes"] = data_types_json_schema
-
-    # VSS models only have one root, so there should only be one
-    # key in the dict
-    assert len(signals_json_schema.keys()) == 1
-    top_node_name = list(signals_json_schema.keys())[0]
-    signals_json_schema = signals_json_schema.pop(top_node_name)
-
-    json_schema = {
-        "$schema": "https://json-schema.org/draft/2020-12/schema",
-        "title": top_node_name,
-        "type": "object",
-        **signals_json_schema,
-    }
     with open(output, "w", encoding="utf-8") as output_file:
-        json.dump(json_schema, output_file, indent=indent, sort_keys=False)
+        json.dump(schema, output_file, indent=indent, sort_keys=False)
+
+
+def find_type_node(datatype_tree: VSSNode | None, fqn: str) -> VSSNode | None:
+    if not datatype_tree:
+        return None
+    return datatype_tree.get_node_with_fqn(fqn)
+
+
+def add_node(
+    schema: dict[str, Any],
+    node: VSSNode,
+    dtree: VSSNode | None,
+    no_additional_props: bool,
+    require_all_properties: bool,
+) -> None:
+    schema["type"] = "object"
+    if isinstance(node.data, VSSDataDatatype):
+        ref = schema
+        if is_array(node.data.datatype):
+            schema["type"] = "array"
+            schema["items"] = {}
+            ref = schema["items"]
+        datatype = node.data.datatype.rstrip("[]")
+        if datatype in type_map:
+            target_type = type_map[datatype]
+            target_type = type_map[datatype]
+            ref["type"] = target_type[0]
+            if len(target_type) > 1:
+                ref["minimum"] = target_type[1]
+                ref["maximum"] = target_type[2]
+            if node.data.min is not None:
+                ref["minimum"] = node.data.min
+            if node.data.max is not None:
+                ref["maximum"] = node.data.max
+            if node.data.allowed:
+                ref["enum"] = node.data.allowed
+        else:
+            fqn = resolve_datatype(node.data.datatype, node.get_fqn()).rstrip("[]")
+            type_node = find_type_node(dtree, fqn)
+            if not type_node:
+                raise VSSJSONSchemaExporterException()
+            add_node(ref, type_node, dtree, no_additional_props, require_all_properties)
+    else:
+        schema["properties"] = {}
+        if no_additional_props:
+            schema["additionalProperties"] = False
+        for child in node.children:
+            if require_all_properties:
+                if "required" in schema:
+                    schema["required"].append(child.name)
+                else:
+                    schema["required"] = [child.name]
+            schema["properties"][child.name] = {}
+            add_node(schema["properties"][child.name], child, dtree, no_additional_props, require_all_properties)