From e52f86e6b77314a5feb840d42c5f8cbc1d00b01a Mon Sep 17 00:00:00 2001
From: Bryce Mecum <petridish@gmail.com>
Date: Wed, 14 Jan 2026 19:31:10 -0800
Subject: [PATCH 1/9] convert to pydantic schema

---
 .rat-excludes                |   1 +
 adbc_drivers_dev/generate.py | 208 +++++++++++++++++++++++++++
 adbc_drivers_dev/workflow.py | 152 ++++----------------
 pixi.lock                    | 272 ++++++++++++++++++++++-------------
 pyproject.toml               |   1 +
 schema/README.md             |  44 ++++++
 schema/generate-schema.json  | 140 ++++++++++++++++++
 tests/test_workflow.py       | 196 ++++++++++++++++---------
 8 files changed, 720 insertions(+), 294 deletions(-)
 create mode 100644 adbc_drivers_dev/generate.py
 create mode 100644 schema/README.md
 create mode 100644 schema/generate-schema.json

diff --git a/.rat-excludes b/.rat-excludes
index ae43cc9..6ffe940 100644
--- a/.rat-excludes
+++ b/.rat-excludes
@@ -15,3 +15,4 @@
 .github/pull_request_template.md
 go.sum
 pixi.lock
+schema/generate-schema.json
diff --git a/adbc_drivers_dev/generate.py b/adbc_drivers_dev/generate.py
new file mode 100644
index 0000000..47b3a35
--- /dev/null
+++ b/adbc_drivers_dev/generate.py
@@ -0,0 +1,208 @@
+# Copyright (c) 2025 ADBC Drivers Contributors
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#         http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import typing
+
+from pydantic import BaseModel, Field, PrivateAttr, field_validator, model_validator
+
+# Define workflow contexts in a single location
+WorkflowContext = typing.Literal["build:release", "test", "validate"]
+WORKFLOW_CONTEXTS: tuple[WorkflowContext, ...] = ("build:release", "test", "validate")
+
+class SecretConfigDict(BaseModel):
+    """Secret configuration with explicit secret name and contexts."""
+
+    model_config = {"extra": "forbid"}
+
+    secret: str = Field(
+        description="The name of the GitHub secret to use for this secret variable"
+    )
+    contexts: list[WorkflowContext] = Field(
+        default_factory=lambda: list(WORKFLOW_CONTEXTS),
+        description="Workflow contexts where this secret should be available",
+    )
+
+
+class AwsConfig(BaseModel):
+    """AWS authentication configuration."""
+
+    model_config = {"extra": "forbid"}
+
+    region: str = Field(
+        description="AWS region to use for authentication (e.g., us-west-2, us-east-1)"
+    )
+
+
+class ValidationConfig(BaseModel):
+    """Configuration for validation workflows."""
+
+    # validate_by_{name,alias} are to let us map "extra_dependencies" to "extra-dependencies"
+    model_config = {"extra": "forbid", "validate_by_name": True, "validate_by_alias": True}
+
+    extra_dependencies: dict[str, typing.Any] = Field(
+        default_factory=dict,
+        alias="extra-dependencies",
+        json_schema_extra={
+            "description": """Additional dependencies to install for validation workflows. Specify as key-value pairs. Example:
+
+[validation.extra-dependencies]
+pytest = "^7.0"
+black = "*\""""
+        },
+    )
+
+
+class GenerateConfig(BaseModel):
+    """Config for workflow generation."""
+
+    model_config = {
+        "extra": "forbid",
+        "json_schema_extra": {
+            "$schema": "http://json-schema.org/draft-07/schema#",
+            "title": "Schema for generate.toml",
+            "description": "You can validate your generate.toml against this schema with tools like tombi (https://tombi-toml.github.io/tombi/docs/linter). Requires placing a `#:schema` directive at the top of your generate.toml file.",
+        },
+    }
+
+    driver: str = Field(
+        default="(unknown)",
+        description="Driver name. Should be lowercase (e.g., postgresql, sqlite)",
+    )
+    environment: str | None = Field(
+        default=None,
+        description="Name of a GitHub Actions Environment to use when including secrets in workflows",
+    )
+    private: bool = Field(
+        default=False,
+        description="Whether the driver is private. Most drivers will be not be private so you can omit this.",
+    )
+    lang: dict[str, bool] = Field(
+        default_factory=dict,
+        json_schema_extra={
+            "description": """Programming language(s) to enable workflows for. Only go is really supported right now. Keys should be lowercase. Set to true to enable, false to disable. Example:
+
+[lang]
+go = true
+python = false"""
+        },
+    )
+    secrets: dict[str, str | SecretConfigDict] = Field(
+        default_factory=dict,
+        json_schema_extra={
+            "description": """Secrets to enable in workflows. By default, no secrets are available in your generated workflows unless you specify them here.
+
+To make a secret available in all workflows, use the simple syntax:
+
+[secrets]
+MY_TOKEN = "GITHUB_SECRET_NAME"
+
+If you want more fine-grained control, you can restrict secrets to specific workflows. To do this, specify contexts contexts ('build:release', 'test', 'validate') like this:
+
+[secrets.DB_PASSWORD]
+secret = "TEST_DB_SECRET"
+contexts = ["test", "validate"]"""
+        },
+    )
+    aws: AwsConfig | None = Field(
+        default=None,
+        json_schema_extra={
+            "description": """Enables AWS authentication in workflows. Automatically adds AWS_ROLE and AWS_ROLE_SESSION_NAME secrets, and sets id_token permissions. Example:
+
+[aws]
+region = "us-west-2\""""
+        },
+    )
+    gcloud: bool = Field(
+        default=False,
+        json_schema_extra={
+            "description": """Enables Google Cloud authentication in workflows. Automatically adds GCLOUD_SERVICE_ACCOUNT and GCLOUD_WORKLOAD_IDENTITY_PROVIDER secrets, and sets id_token permissions. Set to true to enable. Example:
+
+gcloud = true"""
+        },
+    )
+    validation: ValidationConfig = Field(
+        default_factory=ValidationConfig,
+        json_schema_extra={
+            "description": "Configuration for validation workflows. Currently supports specifying extra dependencies."
+        },
+    )
+
+    # These fields are computed and not part of the input. PrivateAttr us
+    # automatically omit them when we serialize
+    _processed_secrets: dict[str, dict[str, str]] = PrivateAttr(default_factory=dict)
+    _permissions: dict[str, bool] = PrivateAttr(default_factory=dict)
+
+    @field_validator("environment")
+    @classmethod
+    def validate_environment(cls, v: str | None) -> str | None:
+        if v is not None and not v.strip():
+            raise ValueError("environment must be non-empty if provided")
+        return v
+
+    @model_validator(mode="after")
+    def process_secrets_and_permissions(self) -> "GenerateConfig":
+        """Process secrets configuration and set up permissions."""
+        self._processed_secrets = {context: {} for context in WORKFLOW_CONTEXTS}
+
+        # Process each secret configuration
+        for secret_var, secret_config in self.secrets.items():
+            if isinstance(secret_config, str):
+                # Simple string format: apply to all contexts
+                for context in self._processed_secrets:
+                    self._processed_secrets[context][secret_var] = secret_config
+            else:
+                # Dict format with explicit contexts
+                for context in secret_config.contexts:
+                    self._processed_secrets[context][secret_var] = secret_config.secret
+
+        # Build the "all" context with all unique secrets
+        all_secrets = {}
+        for context_secrets in self._processed_secrets.values():
+            all_secrets.update(context_secrets)
+
+        if self.aws:
+            all_secrets["AWS_ROLE"] = "AWS_ROLE"
+            all_secrets["AWS_ROLE_SESSION_NAME"] = "AWS_ROLE_SESSION_NAME"
+
+        if self.gcloud:
+            all_secrets["GCLOUD_SERVICE_ACCOUNT"] = "GCLOUD_SERVICE_ACCOUNT"
+            all_secrets["GCLOUD_WORKLOAD_IDENTITY_PROVIDER"] = (
+                "GCLOUD_WORKLOAD_IDENTITY_PROVIDER"
+            )
+
+        self._processed_secrets["all"] = all_secrets
+
+        # Set permissions
+        if self.aws or self.gcloud:
+            self._permissions["id_token"] = True
+
+        return self
+
+    def to_dict(self) -> dict[str, typing.Any]:
+        return {
+            "driver": self.driver,
+            "environment": self.environment,
+            "private": self.private,
+            "lang": self.lang,
+            "secrets": self._processed_secrets,
+            "permissions": self._permissions,
+            "aws": self.aws.model_dump() if self.aws else None,
+            "gcloud": self.gcloud,
+            "validation": {"extra_dependencies": self.validation.extra_dependencies},
+        }
+
+    def __eq__(self, other: object) -> bool:
+        if not isinstance(other, GenerateConfig):
+            return NotImplemented
+        return self.to_dict() == other.to_dict()
diff --git a/adbc_drivers_dev/workflow.py b/adbc_drivers_dev/workflow.py
index a63c54e..495c156 100644
--- a/adbc_drivers_dev/workflow.py
+++ b/adbc_drivers_dev/workflow.py
@@ -17,6 +17,7 @@
 
 import argparse
 import functools
+import json
 import re
 import subprocess
 import sys
@@ -27,126 +28,7 @@
 import packaging.version
 import tomlkit
 
-
-def _require_bool(value: typing.Any, path: list[str]) -> bool:
-    if not isinstance(value, bool):
-        raise TypeError(f"Expected bool at `{'.'.join(path)}`, got {type(value)}")
-    return value
-
-
-def _require_str_optional_nonempty(value: typing.Any, path: list[str]) -> str:
-    if value is None:
-        return value
-    if not isinstance(value, str):
-        raise TypeError(f"Expected bool at `{'.'.join(path)}`, got {type(value)}")
-    if not value.strip():
-        raise ValueError(f"Expected non-empty string at `{'.'.join(path)}`")
-    return value
-
-
-def _unknown_keys(path, keys) -> Exception:
-    if path:
-        return ValueError(f"Unknown keys in `{'.'.join(path)}`: {', '.join(keys)}")
-    return ValueError(f"Unknown keys at root: {', '.join(keys)}")
-
-
-class Params:
-    def __init__(self, raw: dict[str, typing.Any]) -> None:
-        self.driver: str = raw.pop("driver", "(unknown)")
-        self.environment: str | None = _require_str_optional_nonempty(
-            raw.pop("environment", None), ["environment"]
-        )
-        self.private: bool = _require_bool(raw.pop("private", False), ["private"])
-        self.lang: dict[str, bool] = {}
-        for lang, enabled in raw.pop("lang", {}).items():
-            self.lang[lang] = _require_bool(enabled, ["lang", lang])
-
-        self.secrets: dict[str, dict[str, str]] = {
-            "build:release": {},
-            "test": {},
-            "validate": {},
-        }
-        for secret, secret_value in raw.pop("secrets", {}).items():
-            if isinstance(secret_value, str):
-                for context in self.secrets:
-                    self.secrets[context][secret] = secret_value
-            elif isinstance(secret_value, dict):
-                name = secret_value.pop("secret")
-                for scope in secret_value.pop("contexts", self.secrets.keys()):
-                    self.secrets[scope][secret] = name
-
-                if secret_value:
-                    raise _unknown_keys(["secrets", secret], secret_value.keys())
-            else:
-                raise TypeError(
-                    f"Secret {secret} must be a string or mapping, not {type(secret_value)}"
-                )
-        all_secrets = {}
-        for context_secrets in self.secrets.values():
-            all_secrets.update(context_secrets)
-        self.secrets["all"] = all_secrets
-
-        self.permissions: dict[str, bool] = {}
-
-        self.aws = {}
-        if aws := raw.pop("aws", {}):
-            self.secrets["all"]["AWS_ROLE"] = "AWS_ROLE"
-            self.secrets["all"]["AWS_ROLE_SESSION_NAME"] = "AWS_ROLE_SESSION_NAME"
-            self.aws["region"] = aws.pop("region")
-            if aws:
-                raise _unknown_keys(["aws"], aws.keys())
-
-        self.gcloud = _require_bool(raw.pop("gcloud", False), ["gcloud"])
-        if self.gcloud:
-            self.secrets["all"]["GCLOUD_SERVICE_ACCOUNT"] = "GCLOUD_SERVICE_ACCOUNT"
-            self.secrets["all"]["GCLOUD_WORKLOAD_IDENTITY_PROVIDER"] = (
-                "GCLOUD_WORKLOAD_IDENTITY_PROVIDER"
-            )
-
-        if self.aws or self.gcloud:
-            # TODO: it might be better to have this be "write" but for now we
-            # don't need the flexibility
-            self.permissions["id_token"] = True
-
-        self.validation = {
-            "extra_dependencies": {},
-        }
-        if validation := raw.pop("validation", {}):
-            if extra_deps := validation.pop("extra-dependencies", {}):
-                self.validation["extra_dependencies"] = extra_deps
-
-            if validation:
-                raise ValueError(
-                    f"Unknown validation parameters: {', '.join(validation.keys())}"
-                )
-
-        if raw:
-            raise ValueError(f"Unknown parameters: {', '.join(raw.keys())}")
-
-    def to_dict(self) -> dict[str, typing.Any]:
-        return {
-            "driver": self.driver,
-            "environment": self.environment,
-            "private": self.private,
-            "lang": self.lang,
-            "secrets": self.secrets,
-            "permissions": self.permissions,
-            "aws": self.aws,
-            "gcloud": self.gcloud,
-            "validation": self.validation,
-        }
-
-    def __eq__(self, other: object) -> bool:
-        if not isinstance(other, Params):
-            return NotImplemented
-        return self.to_dict() == other.to_dict()
-
-
-DEFAULT_PARAMS = {
-    "driver": "(unknown)",
-    "private": False,
-    "lang": {},
-}
+from .generate import GenerateConfig
 
 
 def write_workflow(
@@ -161,6 +43,17 @@ def write_workflow(
     print("Wrote", sink)
 
 
+def generate_schema(args) -> int:
+    """Generate JSON schema from Pydantic models."""
+    schema = GenerateConfig.model_json_schema(mode="validation")
+    output_path = Path(__file__).parent.parent / "schema" / "generate-schema.json"
+    with output_path.open("w") as f:
+        json.dump(schema, f, indent=2)
+        f.write("\n")  # trailing newlines are nice
+    print(f"Wrote schema to {output_path}")
+    return 0
+
+
 def generate_workflows(args) -> int:
     env = jinja2.Environment(
         loader=jinja2.PackageLoader("adbc_drivers_dev"),
@@ -182,12 +75,22 @@ def generate_workflows(args) -> int:
 
         config_path.parent.mkdir(parents=True, exist_ok=True)
         with config_path.open("w") as f:
-            tomlkit.dump(DEFAULT_PARAMS, f)
+            # Add schema directive for tombi validation
+            # TODO: Before merge: Update to use final URL
+            f.write("#:schema ../../schema/generate-schema.json\n\n")
+            tomlkit.dump(
+                GenerateConfig().model_dump(
+                    mode="json",
+                    by_alias=True,
+                    exclude_none=True,
+                ),
+                f,
+            )
         print("Wrote out defaults, please fill it in.", file=sys.stderr)
 
         return 1
 
-    params = Params(params)
+    params = GenerateConfig.model_validate(params)
 
     workflows = args.repository / ".github/workflows"
 
@@ -216,7 +119,7 @@ def generate_workflows(args) -> int:
             },
         )
         template = env.get_template("go_test_pr.yaml")
-        if params.secrets["all"]:
+        if params._processed_secrets["all"]:
             write_workflow(
                 workflows,
                 template,
@@ -328,12 +231,15 @@ def main():
     generate = subcommand.add_parser("generate")
     generate.add_argument("repository", type=Path)
 
+    subcommand.add_parser("generate-schema")
     subcommand.add_parser("update-actions")
 
     args = parser.parse_args()
 
     if args.subcommand == "generate":
         return generate_workflows(args)
+    elif args.subcommand == "generate-schema":
+        return generate_schema(args)
     elif args.subcommand == "update-actions":
         update_actions()
         return 0
diff --git a/pixi.lock b/pixi.lock
index 9bc232d..1d17cab 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -5,6 +5,8 @@ environments:
     - url: https://conda.anaconda.org/conda-forge/
     indexes:
     - https://pypi.org/simple
+    options:
+      pypi-prerelease-mode: if-necessary-or-explicit
     packages:
       linux-64:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2
@@ -28,24 +30,29 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8c095d6_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_hd72426e_102.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025b-h78e105d_0.conda
-      - pypi: https://files.pythonhosted.org/packages/e5/48/1549795ba7742c948d2ad169c1c8cdbae65bc450d6cd753d124b17c8cd32/certifi-2025.8.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e6/ad/3cc14f097111b4de0040c83a525973216457bbeeb63739ef1ed275c1c021/certifi-2026.1.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/98/df/0a1755e750013a2081e863e7cd37e0cdd02664372c754e5560099eb7aa44/cffi-2.0.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/7e/95/42aa2156235cbc8fa61208aded06ef46111c4d3f0de233107b3f38631803/charset_normalizer-3.4.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/7e/e8/64c37fadfc2816a7701fa8a6ed8d87327c7d54eacfbfb6edab14a2f2be75/cloudpickle-3.1.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/f5/83/6ab5883f57c9c801ce5e5677242328aa45592be8a00644310a008d04f922/charset_normalizer-3.4.4-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/88/39/799be3f2f0f38cc727ee3b4f1445fe6d5e4133064ec2e4115069418a5bb6/cloudpickle-3.1.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/44/83/a2960d2c975836daa629a73995134fd86520c101412578c57da3d2aa71ee/doit-0.36.0-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/76/c6/c88e154df9c4e1a2a66ccf0005a88dfb2650c1dffb6f5ce603dfbd452ce3/idna-3.10-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/20/b0/36bd937216ec521246249be3bf9855081de4c5e06a0c9b4219dbeda50373/importlib_metadata-8.7.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/fa/5e/f8e9a1d23b9c20a551a8a02ea3637b4642e22c2626e3a13a9a29cdea99eb/importlib_metadata-8.7.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/62/a1/3d680cbfd5f4b8f15abc1d571870c5fc3e594bb582bc3b64ea099db13e56/jinja2-3.1.6-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/a9/21/9b05698b46f218fc0e118e1f8168395c65c8a2c750ae2bab54fc4bd4e0e8/markupsafe-3.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
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+      - pypi: https://files.pythonhosted.org/packages/5a/87/b70ad306ebb6f9b585f114d0ac2137d792b48be34d732d60e597c2f8465a/pydantic-2.12.5-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/cf/4e/35a80cae583a37cf15604b44240e45c05e04e86f9cfd766623149297e971/pydantic_core-2.41.5-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/d5/80/1a87f6e043e04cfa125380a73ef9f87a8c58292b7d4a6ed2e6203b4cd534/pygit2-1.19.1-cp313-cp313-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl
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-- pypi: https://files.pythonhosted.org/packages/1f/8f/ecfbe2123ade605c49ef769788f79c38ddb1c8fa81e01f4dbf5cf1a44b16/ruamel.yaml.clib-0.2.12-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/d6/03/a1baa5b94f71383913f21b96172fb3a2eb5576a4637729adbf7cd9f797f8/ruamel_yaml_clib-0.2.15-cp313-cp313-macosx_11_0_arm64.whl
   name: ruamel-yaml-clib
-  version: 0.2.12
-  sha256: 0b7e75b4965e1d4690e93021adfcecccbca7d61c7bddd8e22406ef2ff20d74ef
+  version: 0.2.15
+  sha256: 65f48245279f9bb301d1276f9679b82e4c080a1ae25e679f682ac62446fac471
   requires_python: '>=3.9'
-- pypi: https://files.pythonhosted.org/packages/20/84/80203abff8ea4993a87d823a5f632e4d92831ef75d404c9fc78d0176d2b5/ruamel.yaml.clib-0.2.12.tar.gz
+- pypi: https://files.pythonhosted.org/packages/ff/5d/e4f84c9c448613e12bd62e90b23aa127ea4c46b697f3d760acc32cb94f25/ruamel_yaml_clib-0.2.15-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
   name: ruamel-yaml-clib
-  version: 0.2.12
-  sha256: 6c8fbb13ec503f99a91901ab46e0b07ae7941cd527393187039aec586fdfd36f
+  version: 0.2.15
+  sha256: 4d1032919280ebc04a80e4fb1e93f7a738129857eaec9448310e638c8bccefcf
   requires_python: '>=3.9'
 - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_hd72426e_102.conda
   sha256: a84ff687119e6d8752346d1d408d5cf360dee0badd487a472aa8ddedfdc219e1
@@ -868,6 +922,18 @@ packages:
   version: 0.13.3
   sha256: c89c649d79ee40629a9fda55f8ace8c6a1b42deb912b2a8fd8d942ddadb606b0
   requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/18/67/36e9267722cc04a6b9f15c7f3441c2363321a3ea07da7ae0c0707beb2a9c/typing_extensions-4.15.0-py3-none-any.whl
+  name: typing-extensions
+  version: 4.15.0
+  sha256: f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl
+  name: typing-inspection
+  version: 0.4.2
+  sha256: 4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7
+  requires_dist:
+  - typing-extensions>=4.12.0
+  requires_python: '>=3.9'
 - conda: https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.15.0-pyhcf101f3_0.conda
   sha256: 032271135bca55aeb156cee361c81350c6f3fb203f57d024d7e5a1fc9ef18731
   md5: 0caa1af407ecff61170c9437a808404d
@@ -887,16 +953,16 @@ packages:
   purls: []
   size: 122968
   timestamp: 1742727099393
-- pypi: https://files.pythonhosted.org/packages/a7/c2/fe1e52489ae3122415c51f387e221dd0773709bad6c6cdaa599e8a2c5185/urllib3-2.5.0-py3-none-any.whl
+- pypi: https://files.pythonhosted.org/packages/39/08/aaaad47bc4e9dc8c725e68f9d04865dbcb2052843ff09c97b08904852d84/urllib3-2.6.3-py3-none-any.whl
   name: urllib3
-  version: 2.5.0
-  sha256: e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc
+  version: 2.6.3
+  sha256: bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
   requires_dist:
-  - brotli>=1.0.9 ; platform_python_implementation == 'CPython' and extra == 'brotli'
-  - brotlicffi>=0.8.0 ; platform_python_implementation != 'CPython' and extra == 'brotli'
+  - brotli>=1.2.0 ; platform_python_implementation == 'CPython' and extra == 'brotli'
+  - brotlicffi>=1.2.0.0 ; platform_python_implementation != 'CPython' and extra == 'brotli'
   - h2>=4,<5 ; extra == 'h2'
   - pysocks>=1.5.6,!=1.5.7,<2.0 ; extra == 'socks'
-  - zstandard>=0.18.0 ; extra == 'zstd'
+  - backports-zstd>=1.0.0 ; python_full_version < '3.14' and extra == 'zstd'
   requires_python: '>=3.9'
 - pypi: https://files.pythonhosted.org/packages/2e/54/647ade08bf0db230bfea292f893923872fd20be6ac6f53b2b936ba839d75/zipp-3.23.0-py3-none-any.whl
   name: zipp
diff --git a/pyproject.toml b/pyproject.toml
index 201ce7f..6034f6c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -21,6 +21,7 @@ dependencies = [
   "jinja2",
   "packaging",
   "platformdirs",
+  "pydantic>=2.0",
   "pygit2",
   "requests",
   "ruamel.yaml>=0.18.11,<0.19",
diff --git a/schema/README.md b/schema/README.md
new file mode 100644
index 0000000..1efe2de
--- /dev/null
+++ b/schema/README.md
@@ -0,0 +1,44 @@
+<!--
+  Copyright (c) 2025 ADBC Drivers Contributors
+
+  Licensed under the Apache License, Version 2.0 (the "License");
+  you may not use this file except in compliance with the License.
+  You may obtain a copy of the License at
+
+          http://www.apache.org/licenses/LICENSE-2.0
+
+  Unless required by applicable law or agreed to in writing, software
+  distributed under the License is distributed on an "AS IS" BASIS,
+  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+  See the License for the specific language governing permissions and
+  limitations under the License.
+-->
+
+# ./schema
+
+JSON schema for the `generate.toml`. `generate-schema.json` is automatically
+generated and shouldn't be edited by hand. See below.
+
+## How to Update
+
+1. Edit `workflow.py` as needed
+2. Run `adbc-gen-workflow generate-schema` to sync `generate-schema.json`
+
+## How to Use
+
+Ensure your `generate.toml` has the following at the top:
+
+```toml
+#:schema https://raw.githubusercontent.com/adbc-drivers/dev/refs/heads/main/schema/generate-schema.json"
+
+```
+
+Then, if you have the [tombi](https://tombi-toml.github.io/) language server set up, you should automatically get in-editor validation and documentation.
+
+You can also lint your generate.toml with,
+
+```sh
+tombi lint .github/workflows/generate.toml
+```
+
+if you prefer.
diff --git a/schema/generate-schema.json b/schema/generate-schema.json
new file mode 100644
index 0000000..bb46045
--- /dev/null
+++ b/schema/generate-schema.json
@@ -0,0 +1,140 @@
+{
+  "$defs": {
+    "AwsConfig": {
+      "additionalProperties": false,
+      "description": "AWS authentication configuration.",
+      "properties": {
+        "region": {
+          "description": "AWS region to use for authentication (e.g., us-west-2, us-east-1)",
+          "title": "Region",
+          "type": "string"
+        }
+      },
+      "required": [
+        "region"
+      ],
+      "title": "AwsConfig",
+      "type": "object"
+    },
+    "SecretConfigDict": {
+      "additionalProperties": false,
+      "description": "Secret configuration with explicit secret name and contexts.",
+      "properties": {
+        "secret": {
+          "description": "The name of the GitHub secret to use for this secret variable",
+          "title": "Secret",
+          "type": "string"
+        },
+        "contexts": {
+          "description": "Workflow contexts where this secret should be available",
+          "items": {
+            "enum": [
+              "build:release",
+              "test",
+              "validate"
+            ],
+            "type": "string"
+          },
+          "title": "Contexts",
+          "type": "array"
+        }
+      },
+      "required": [
+        "secret"
+      ],
+      "title": "SecretConfigDict",
+      "type": "object"
+    },
+    "ValidationConfig": {
+      "additionalProperties": false,
+      "description": "Configuration for validation workflows.",
+      "properties": {
+        "extra-dependencies": {
+          "additionalProperties": true,
+          "description": "Additional dependencies to install for validation workflows. Specify as key-value pairs. Example:\n\n[validation.extra-dependencies]\npytest = \"^7.0\"\nblack = \"*\"",
+          "title": "Extra-Dependencies",
+          "type": "object"
+        }
+      },
+      "title": "ValidationConfig",
+      "type": "object"
+    }
+  },
+  "$schema": "http://json-schema.org/draft-07/schema#",
+  "additionalProperties": false,
+  "description": "You can validate your generate.toml against this schema with tools like tombi (https://tombi-toml.github.io/tombi/docs/linter). Requires placing a `#:schema` directive at the top of your generate.toml file.",
+  "properties": {
+    "driver": {
+      "default": "(unknown)",
+      "description": "Driver name. Should be lowercase (e.g., postgresql, sqlite)",
+      "title": "Driver",
+      "type": "string"
+    },
+    "environment": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "description": "Name of a GitHub Actions Environment to use when including secrets in workflows",
+      "title": "Environment"
+    },
+    "private": {
+      "default": false,
+      "description": "Whether the driver is private. Most drivers will be non-private.",
+      "title": "Private",
+      "type": "boolean"
+    },
+    "lang": {
+      "additionalProperties": {
+        "type": "boolean"
+      },
+      "description": "Programming languages to enable workflows for. Only go is really supported right now. Keys should be lowercase. Set to true to enable, false to disable. Example:\n\n[lang]\ngo = true\npython = false",
+      "title": "Lang",
+      "type": "object"
+    },
+    "secrets": {
+      "additionalProperties": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "$ref": "#/$defs/SecretConfigDict"
+          }
+        ]
+      },
+      "description": "Secrets to enable in workflows. By default, no secrets are available in your generated workflows unless you specify them here.\n\nFor a secret available in all workflows, use simple syntax:\n\n[secrets]\nMY_TOKEN = \"GITHUB_SECRET_NAME\"\n\nTo restrict secrets to specific workflows, use contexts (valid values: 'build:release', 'test', 'validate'):\n\n[secrets.DB_PASSWORD]\nsecret = \"TEST_DB_SECRET\"\ncontexts = [\"test\", \"validate\"]",
+      "title": "Secrets",
+      "type": "object"
+    },
+    "aws": {
+      "anyOf": [
+        {
+          "$ref": "#/$defs/AwsConfig"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "description": "Enables AWS authentication in workflows. Automatically adds AWS_ROLE and AWS_ROLE_SESSION_NAME secrets, and sets id_token permissions. Example:\n\naws.region = \"us-west-2\"\n\nOr:\n\n[aws]\nregion = \"us-west-2\""
+    },
+    "gcloud": {
+      "default": false,
+      "description": "Enables Google Cloud authentication in workflows. Automatically adds GCLOUD_SERVICE_ACCOUNT and GCLOUD_WORKLOAD_IDENTITY_PROVIDER secrets, and sets id_token permissions. Set to true to enable. Example:\n\ngcloud = true",
+      "title": "Gcloud",
+      "type": "boolean"
+    },
+    "validation": {
+      "$ref": "#/$defs/ValidationConfig",
+      "description": "Configuration for validation workflows. Currently supports specifying extra dependencies."
+    }
+  },
+  "title": "Schema for generate.toml",
+  "type": "object"
+}
diff --git a/tests/test_workflow.py b/tests/test_workflow.py
index 62ca70a..d95caea 100644
--- a/tests/test_workflow.py
+++ b/tests/test_workflow.py
@@ -13,28 +13,29 @@
 # limitations under the License.
 
 import pytest
+from pydantic import ValidationError
 
-from adbc_drivers_dev.workflow import Params
+from adbc_drivers_dev.generate import GenerateConfig
 
 
-def test_params_default() -> None:
-    params = Params({})
-    assert params.driver == "(unknown)"
-    assert params.environment is None
-    assert params.private is False
-    assert params.lang == {}
-    assert params.secrets == {
+def test_model_default() -> None:
+    config = GenerateConfig.model_validate({})
+    assert config.driver == "(unknown)"
+    assert config.environment is None
+    assert config.private is False
+    assert config.lang == {}
+    assert config._processed_secrets == {
         "all": {},
         "build:release": {},
         "test": {},
         "validate": {},
     }
-    assert params.permissions == {}
-    assert params.aws == {}
-    assert params.gcloud is False
-    assert params.validation == {"extra_dependencies": {}}
+    assert config._permissions == {}
+    assert config.aws is None
+    assert config.gcloud is False
+    assert config.validation.extra_dependencies == {}
 
-    assert params.to_dict() == {
+    assert config.to_dict() == {
         "driver": "(unknown)",
         "environment": None,
         "private": False,
@@ -46,42 +47,42 @@ def test_params_default() -> None:
             "validate": {},
         },
         "permissions": {},
-        "aws": {},
+        "aws": None,
         "gcloud": False,
         "validation": {"extra_dependencies": {}},
     }
 
-    assert params == Params({})
+    assert config == GenerateConfig.model_validate({})
 
 
-def test_params_custom() -> None:
-    params = Params({"driver": "postgresql"})
-    assert params.driver == "postgresql"
-    assert params.to_dict()["driver"] == "postgresql"
-    assert params == params
-    assert params != Params({})
+def test_model_custom() -> None:
+    config = GenerateConfig.model_validate({"driver": "postgresql"})
+    assert config.driver == "postgresql"
+    assert config.to_dict()["driver"] == "postgresql"
+    assert config == config
+    assert config != GenerateConfig.model_validate({})
 
-    params = Params({"environment": "ci-env"})
-    assert params.environment == "ci-env"
-    assert params.to_dict()["environment"] == "ci-env"
-    assert params == params
-    assert params != Params({})
+    config = GenerateConfig.model_validate({"environment": "ci-env"})
+    assert config.environment == "ci-env"
+    assert config.to_dict()["environment"] == "ci-env"
+    assert config == config
+    assert config != GenerateConfig.model_validate({})
 
-    params = Params({"private": True})
-    assert params.private is True
-    assert params.to_dict()["private"] is True
-    assert params == params
-    assert params != Params({})
+    config = GenerateConfig.model_validate({"private": True})
+    assert config.private is True
+    assert config.to_dict()["private"] is True
+    assert config == config
+    assert config != GenerateConfig.model_validate({})
 
-    params = Params({"lang": {"python": True, "java": False}})
-    assert params.lang == {"python": True, "java": False}
-    assert params.to_dict()["lang"] == {"python": True, "java": False}
-    assert params == params
-    assert params != Params({})
+    config = GenerateConfig.model_validate({"lang": {"python": True, "java": False}})
+    assert config.lang == {"python": True, "java": False}
+    assert config.to_dict()["lang"] == {"python": True, "java": False}
+    assert config == config
+    assert config != GenerateConfig.model_validate({})
 
 
 def test_params_secrets() -> None:
-    params = Params(
+    config = GenerateConfig.model_validate(
         {
             "secrets": {
                 "foo": "bar",
@@ -90,13 +91,13 @@ def test_params_secrets() -> None:
             }
         }
     )
-    assert params.secrets == {
+    assert config._processed_secrets == {
         "all": {"foo": "bar", "spam": "eggs", "fizz": "buzz"},
         "build:release": {"foo": "bar", "spam": "eggs"},
         "test": {"foo": "bar", "spam": "eggs", "fizz": "buzz"},
         "validate": {"foo": "bar", "spam": "eggs", "fizz": "buzz"},
     }
-    assert params.to_dict()["secrets"] == {
+    assert config.to_dict()["secrets"] == {
         "all": {"foo": "bar", "spam": "eggs", "fizz": "buzz"},
         "build:release": {"foo": "bar", "spam": "eggs"},
         "test": {"foo": "bar", "spam": "eggs", "fizz": "buzz"},
@@ -105,11 +106,11 @@ def test_params_secrets() -> None:
 
 
 def test_params_aws() -> None:
-    params = Params({"aws": {"region": "us-west-2"}})
-    assert params.aws == {"region": "us-west-2"}
-    assert params.permissions == {"id_token": True}
-    assert params.to_dict()["permissions"] == {"id_token": True}
-    assert params.secrets == {
+    config = GenerateConfig.model_validate({"aws": {"region": "us-west-2"}})
+    assert config.aws.region == "us-west-2"
+    assert config._permissions == {"id_token": True}
+    assert config.to_dict()["permissions"] == {"id_token": True}
+    assert config._processed_secrets == {
         "all": {
             "AWS_ROLE": "AWS_ROLE",
             "AWS_ROLE_SESSION_NAME": "AWS_ROLE_SESSION_NAME",
@@ -118,7 +119,7 @@ def test_params_aws() -> None:
         "test": {},
         "validate": {},
     }
-    assert params.to_dict()["secrets"] == {
+    assert config.to_dict()["secrets"] == {
         "all": {
             "AWS_ROLE": "AWS_ROLE",
             "AWS_ROLE_SESSION_NAME": "AWS_ROLE_SESSION_NAME",
@@ -130,11 +131,11 @@ def test_params_aws() -> None:
 
 
 def test_params_gcloud() -> None:
-    params = Params({"gcloud": True})
-    assert params.gcloud is True
-    assert params.permissions == {"id_token": True}
-    assert params.to_dict()["permissions"] == {"id_token": True}
-    assert params.secrets == {
+    config = GenerateConfig.model_validate({"gcloud": True})
+    assert config.gcloud is True
+    assert config._permissions == {"id_token": True}
+    assert config.to_dict()["permissions"] == {"id_token": True}
+    assert config._processed_secrets == {
         "all": {
             "GCLOUD_SERVICE_ACCOUNT": "GCLOUD_SERVICE_ACCOUNT",
             "GCLOUD_WORKLOAD_IDENTITY_PROVIDER": "GCLOUD_WORKLOAD_IDENTITY_PROVIDER",
@@ -143,7 +144,7 @@ def test_params_gcloud() -> None:
         "test": {},
         "validate": {},
     }
-    assert params.to_dict()["secrets"] == {
+    assert config.to_dict()["secrets"] == {
         "all": {
             "GCLOUD_SERVICE_ACCOUNT": "GCLOUD_SERVICE_ACCOUNT",
             "GCLOUD_WORKLOAD_IDENTITY_PROVIDER": "GCLOUD_WORKLOAD_IDENTITY_PROVIDER",
@@ -155,17 +156,17 @@ def test_params_gcloud() -> None:
 
 
 def test_params_invalid() -> None:
-    with pytest.raises(TypeError):
-        Params({"private": ""})
+    with pytest.raises(ValidationError):
+        GenerateConfig.model_validate({"private": ""})
 
-    with pytest.raises(TypeError):
-        Params({"environment": 2})
+    with pytest.raises(ValidationError):
+        GenerateConfig.model_validate({"environment": 2})
 
-    with pytest.raises(ValueError):
-        Params({"environment": ""})
+    with pytest.raises(ValidationError):
+        GenerateConfig.model_validate({"environment": ""})
 
-    with pytest.raises(ValueError):
-        Params(
+    with pytest.raises(ValidationError):
+        GenerateConfig.model_validate(
             {
                 "secrets": {
                     "fizz": {
@@ -177,8 +178,8 @@ def test_params_invalid() -> None:
             }
         )
 
-    with pytest.raises(KeyError):
-        Params(
+    with pytest.raises(ValidationError):
+        GenerateConfig.model_validate(
             {
                 "secrets": {
                     "fizz": {"secret": "buzz", "contexts": ["asdf"], "foo": "bar"},
@@ -187,12 +188,71 @@ def test_params_invalid() -> None:
         )
 
 
-def test_params_unknown() -> None:
-    with pytest.raises(ValueError):
-        Params({"unknown_key": "value"})
+def test_model_unknown() -> None:
+    with pytest.raises(ValidationError):
+        GenerateConfig.model_validate({"unknown_key": "value"})
 
-    with pytest.raises(KeyError):
-        Params({"aws": {"foo": "bar"}})
+    with pytest.raises(ValidationError):
+        GenerateConfig.model_validate({"aws": {"foo": "bar"}})
 
-    with pytest.raises(ValueError):
-        Params({"aws": {"region": "foo", "foo": "bar"}})
+    with pytest.raises(ValidationError):
+        GenerateConfig.model_validate({"aws": {"region": "foo", "foo": "bar"}})
+
+
+def test_validation_config_alias() -> None:
+    config = GenerateConfig.model_validate({
+        "validation": {"extra-dependencies": {"pytest": "^7.0", "black": "*"}}
+    })
+    assert config.validation.extra_dependencies == {"pytest": "^7.0", "black": "*"}
+
+    config = GenerateConfig.model_validate({
+        "validation": {"extra_dependencies": {"mypy": "^1.0"}}
+    })
+    assert config.validation.extra_dependencies == {"mypy": "^1.0"}
+
+
+def test_params_aws_and_gcloud() -> None:
+    config = GenerateConfig.model_validate({
+        "aws": {"region": "us-west-2"},
+        "gcloud": True
+    })
+    assert config.aws.region == "us-west-2"
+    assert config.gcloud is True
+    assert config._permissions == {"id_token": True}
+
+    # Ensure both sets of secrets end up in "all"
+    assert config._processed_secrets["all"] == {
+        "AWS_ROLE": "AWS_ROLE",
+        "AWS_ROLE_SESSION_NAME": "AWS_ROLE_SESSION_NAME",
+        "GCLOUD_SERVICE_ACCOUNT": "GCLOUD_SERVICE_ACCOUNT",
+        "GCLOUD_WORKLOAD_IDENTITY_PROVIDER": "GCLOUD_WORKLOAD_IDENTITY_PROVIDER",
+    }
+
+    # Individual contexts should be empty too
+    assert config._processed_secrets["build:release"] == {}
+    assert config._processed_secrets["test"] == {}
+    assert config._processed_secrets["validate"] == {}
+
+
+def test_default_model() -> None:
+    config = GenerateConfig().model_dump(
+        mode="json",
+        by_alias=True,
+        exclude_none=True,
+    )
+
+    # Should include the basic fields with defaults
+    assert config["driver"] == "(unknown)"
+    assert config["private"] is False
+    assert config["lang"] == {}
+    assert config["secrets"] == {}
+    assert config["gcloud"] is False
+    assert config["validation"] == {"extra-dependencies": {}}
+
+    # Should not include None values (environment, aws)
+    assert "environment" not in config
+    assert "aws" not in config
+
+    # Should not include private fields
+    assert "_processed_secrets" not in config
+    assert "_permissions" not in config

From 2491581cd71098eb85c52b4814291b8b07b60612 Mon Sep 17 00:00:00 2001
From: Bryce Mecum <petridish@gmail.com>
Date: Fri, 16 Jan 2026 13:06:31 -0800
Subject: [PATCH 2/9] ruff

---
 adbc_drivers_dev/generate.py |  7 ++++++-
 tests/test_workflow.py       | 19 +++++++++----------
 2 files changed, 15 insertions(+), 11 deletions(-)

diff --git a/adbc_drivers_dev/generate.py b/adbc_drivers_dev/generate.py
index 47b3a35..e49e1e5 100644
--- a/adbc_drivers_dev/generate.py
+++ b/adbc_drivers_dev/generate.py
@@ -20,6 +20,7 @@
 WorkflowContext = typing.Literal["build:release", "test", "validate"]
 WORKFLOW_CONTEXTS: tuple[WorkflowContext, ...] = ("build:release", "test", "validate")
 
+
 class SecretConfigDict(BaseModel):
     """Secret configuration with explicit secret name and contexts."""
 
@@ -48,7 +49,11 @@ class ValidationConfig(BaseModel):
     """Configuration for validation workflows."""
 
     # validate_by_{name,alias} are to let us map "extra_dependencies" to "extra-dependencies"
-    model_config = {"extra": "forbid", "validate_by_name": True, "validate_by_alias": True}
+    model_config = {
+        "extra": "forbid",
+        "validate_by_name": True,
+        "validate_by_alias": True,
+    }
 
     extra_dependencies: dict[str, typing.Any] = Field(
         default_factory=dict,
diff --git a/tests/test_workflow.py b/tests/test_workflow.py
index d95caea..d01001a 100644
--- a/tests/test_workflow.py
+++ b/tests/test_workflow.py
@@ -200,22 +200,21 @@ def test_model_unknown() -> None:
 
 
 def test_validation_config_alias() -> None:
-    config = GenerateConfig.model_validate({
-        "validation": {"extra-dependencies": {"pytest": "^7.0", "black": "*"}}
-    })
+    config = GenerateConfig.model_validate(
+        {"validation": {"extra-dependencies": {"pytest": "^7.0", "black": "*"}}}
+    )
     assert config.validation.extra_dependencies == {"pytest": "^7.0", "black": "*"}
 
-    config = GenerateConfig.model_validate({
-        "validation": {"extra_dependencies": {"mypy": "^1.0"}}
-    })
+    config = GenerateConfig.model_validate(
+        {"validation": {"extra_dependencies": {"mypy": "^1.0"}}}
+    )
     assert config.validation.extra_dependencies == {"mypy": "^1.0"}
 
 
 def test_params_aws_and_gcloud() -> None:
-    config = GenerateConfig.model_validate({
-        "aws": {"region": "us-west-2"},
-        "gcloud": True
-    })
+    config = GenerateConfig.model_validate(
+        {"aws": {"region": "us-west-2"}, "gcloud": True}
+    )
     assert config.aws.region == "us-west-2"
     assert config.gcloud is True
     assert config._permissions == {"id_token": True}

From 05ea2ee0d4bc5f155224772766487e464bd40411 Mon Sep 17 00:00:00 2001
From: Bryce Mecum <petridish@gmail.com>
Date: Fri, 16 Jan 2026 13:08:51 -0800
Subject: [PATCH 3/9] Use future URL now

---
 adbc_drivers_dev/workflow.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/adbc_drivers_dev/workflow.py b/adbc_drivers_dev/workflow.py
index 495c156..cd4994f 100644
--- a/adbc_drivers_dev/workflow.py
+++ b/adbc_drivers_dev/workflow.py
@@ -76,8 +76,7 @@ def generate_workflows(args) -> int:
         config_path.parent.mkdir(parents=True, exist_ok=True)
         with config_path.open("w") as f:
             # Add schema directive for tombi validation
-            # TODO: Before merge: Update to use final URL
-            f.write("#:schema ../../schema/generate-schema.json\n\n")
+            f.write("#:schema https://raw.githubusercontent.com/adbc-drivers/dev/refs/heads/main/schema/generate-schema.json\n\n")
             tomlkit.dump(
                 GenerateConfig().model_dump(
                     mode="json",

From b1b19d5c8ec2b00e7cbcb6a17907741af378d778 Mon Sep 17 00:00:00 2001
From: Bryce Mecum <petridish@gmail.com>
Date: Fri, 16 Jan 2026 13:09:39 -0800
Subject: [PATCH 4/9] ruff

---
 adbc_drivers_dev/workflow.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/adbc_drivers_dev/workflow.py b/adbc_drivers_dev/workflow.py
index cd4994f..5f8c010 100644
--- a/adbc_drivers_dev/workflow.py
+++ b/adbc_drivers_dev/workflow.py
@@ -76,7 +76,9 @@ def generate_workflows(args) -> int:
         config_path.parent.mkdir(parents=True, exist_ok=True)
         with config_path.open("w") as f:
             # Add schema directive for tombi validation
-            f.write("#:schema https://raw.githubusercontent.com/adbc-drivers/dev/refs/heads/main/schema/generate-schema.json\n\n")
+            f.write(
+                "#:schema https://raw.githubusercontent.com/adbc-drivers/dev/refs/heads/main/schema/generate-schema.json\n\n"
+            )
             tomlkit.dump(
                 GenerateConfig().model_dump(
                     mode="json",

From a348b7badb0a9c15972e34b89a84d4a1381ccccb Mon Sep 17 00:00:00 2001
From: Bryce Mecum <petridish@gmail.com>
Date: Sun, 18 Jan 2026 06:33:49 -0800
Subject: [PATCH 5/9] Update pixi.lock

---
 pixi.lock | 617 ++++++++++++++++++++++++++++++------------------------
 1 file changed, 341 insertions(+), 276 deletions(-)

diff --git a/pixi.lock b/pixi.lock
index 1d17cab..fe891cb 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -12,43 +12,46 @@ environments:
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@@ -57,40 +60,41 @@ environments:
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-  - openssl >=3.5.2,<4.0a0
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   - tk >=8.6.13,<8.7.0a0
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-  python_site_packages_path: lib/python3.13/site-packages
-- conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.13-8_cp313.conda
+  size: 13575758
+  timestamp: 1765021280625
+  python_site_packages_path: lib/python3.14/site-packages
+- conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
   build_number: 8
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-  - python 3.13.* *_cp313
+  - python 3.14.* *_cp314
   license: BSD-3-Clause
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-- conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8c095d6_2.conda
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+  md5: d7d95fc8287ea7bf33e0e7116d2b95ec
   depends:
-  - libgcc >=13
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=14
   - ncurses >=6.5,<7.0a0
   license: GPL-3.0-only
   license_family: GPL
   purls: []
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-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/readline-8.2-h1d1bf99_2.conda
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-  md5: 63ef3f6e6d6d5c589e64f11263dc5676
+  size: 345073
+  timestamp: 1765813471974
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/readline-8.3-h46df422_0.conda
+  sha256: a77010528efb4b548ac2a4484eaf7e1c3907f2aec86123ed9c5212ae44502477
+  md5: f8381319127120ce51e081dce4865cf4
   depends:
+  - __osx >=11.0
   - ncurses >=6.5,<7.0a0
   license: GPL-3.0-only
   license_family: GPL
   purls: []
-  size: 252359
-  timestamp: 1740379663071
+  size: 313930
+  timestamp: 1765813902568
 - pypi: https://files.pythonhosted.org/packages/1e/db/4254e3eabe8020b458f1a747140d32277ec7a271daf1d235b70dc0b4e6e3/requests-2.32.5-py3-none-any.whl
   name: requests
   version: 2.32.5
@@ -872,51 +913,53 @@ packages:
   - ryd ; extra == 'docs'
   - mercurial>5.7 ; extra == 'docs'
   requires_python: '>=3.9'
-- pypi: https://files.pythonhosted.org/packages/d6/03/a1baa5b94f71383913f21b96172fb3a2eb5576a4637729adbf7cd9f797f8/ruamel_yaml_clib-0.2.15-cp313-cp313-macosx_11_0_arm64.whl
+- pypi: https://files.pythonhosted.org/packages/69/f2/c4cec0a30f1955510fde498aac451d2e52b24afdbcb00204d3a951b772c3/ruamel_yaml_clib-0.2.15-cp314-cp314-macosx_11_0_arm64.whl
   name: ruamel-yaml-clib
   version: 0.2.15
-  sha256: 65f48245279f9bb301d1276f9679b82e4c080a1ae25e679f682ac62446fac471
+  sha256: 480894aee0b29752560a9de46c0e5f84a82602f2bc5c6cde8db9a345319acfdf
   requires_python: '>=3.9'
-- pypi: https://files.pythonhosted.org/packages/ff/5d/e4f84c9c448613e12bd62e90b23aa127ea4c46b697f3d760acc32cb94f25/ruamel_yaml_clib-0.2.15-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+- pypi: https://files.pythonhosted.org/packages/a1/5c/8b56b08db91e569d0a4fbfa3e492ed2026081bdd7e892f63ba1c88a2f548/ruamel_yaml_clib-0.2.15-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
   name: ruamel-yaml-clib
   version: 0.2.15
-  sha256: 4d1032919280ebc04a80e4fb1e93f7a738129857eaec9448310e638c8bccefcf
+  sha256: 2812ff359ec1f30129b62372e5f22a52936fac13d5d21e70373dbca5d64bb97c
   requires_python: '>=3.9'
-- conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_hd72426e_102.conda
-  sha256: a84ff687119e6d8752346d1d408d5cf360dee0badd487a472aa8ddedfdc219e1
-  md5: a0116df4f4ed05c303811a837d5b39d8
+- conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_ha0e22de_103.conda
+  sha256: 1544760538a40bcd8ace2b1d8ebe3eb5807ac268641f8acdc18c69c5ebfeaf64
+  md5: 86bc20552bf46075e3d92b67f089172d
   depends:
   - __glibc >=2.17,<3.0.a0
   - libgcc >=13
   - libzlib >=1.3.1,<2.0a0
+  constrains:
+  - xorg-libx11 >=1.8.12,<2.0a0
   license: TCL
   license_family: BSD
   purls: []
-  size: 3285204
-  timestamp: 1748387766691
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/tk-8.6.13-h892fb3f_2.conda
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-  md5: 7362396c170252e7b7b0c8fb37fe9c78
+  size: 3284905
+  timestamp: 1763054914403
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/tk-8.6.13-h892fb3f_3.conda
+  sha256: ad0c67cb03c163a109820dc9ecf77faf6ec7150e942d1e8bb13e5d39dc058ab7
+  md5: a73d54a5abba6543cb2f0af1bfbd6851
   depends:
   - __osx >=11.0
   - libzlib >=1.3.1,<2.0a0
   license: TCL
   license_family: BSD
   purls: []
-  size: 3125538
-  timestamp: 1748388189063
-- conda: https://conda.anaconda.org/conda-forge/noarch/tomli-2.2.1-pyhe01879c_2.conda
-  sha256: 040a5a05c487647c089ad5e05ad5aff5942830db2a4e656f1e300d73436436f1
-  md5: 30a0a26c8abccf4b7991d590fe17c699
+  size: 3125484
+  timestamp: 1763055028377
+- conda: https://conda.anaconda.org/conda-forge/noarch/tomli-2.4.0-pyhcf101f3_0.conda
+  sha256: 62940c563de45790ba0f076b9f2085a842a65662268b02dd136a8e9b1eaf47a8
+  md5: 72e780e9aa2d0a3295f59b1874e3768b
   depends:
-  - python >=3.9
+  - python >=3.10
   - python
   license: MIT
   license_family: MIT
   purls:
   - pkg:pypi/tomli?source=compressed-mapping
-  size: 21238
-  timestamp: 1753796677376
+  size: 21453
+  timestamp: 1768146676791
 - pypi: https://files.pythonhosted.org/packages/bd/75/8539d011f6be8e29f339c42e633aae3cb73bffa95dd0f9adec09b9c58e85/tomlkit-0.13.3-py3-none-any.whl
   name: tomlkit
   version: 0.13.3
@@ -946,13 +989,13 @@ packages:
   - pkg:pypi/typing-extensions?source=hash-mapping
   size: 51692
   timestamp: 1756220668932
-- conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025b-h78e105d_0.conda
-  sha256: 5aaa366385d716557e365f0a4e9c3fca43ba196872abbbe3d56bb610d131e192
-  md5: 4222072737ccff51314b5ece9c7d6f5a
+- conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
+  sha256: 1d30098909076af33a35017eed6f2953af1c769e273a0626a04722ac4acaba3c
+  md5: ad659d0a2b3e47e38d829aa8cad2d610
   license: LicenseRef-Public-Domain
   purls: []
-  size: 122968
-  timestamp: 1742727099393
+  size: 119135
+  timestamp: 1767016325805
 - pypi: https://files.pythonhosted.org/packages/39/08/aaaad47bc4e9dc8c725e68f9d04865dbcb2052843ff09c97b08904852d84/urllib3-2.6.3-py3-none-any.whl
   name: urllib3
   version: 2.6.3
@@ -988,3 +1031,25 @@ packages:
   - pytest-enabler>=2.2 ; extra == 'enabler'
   - pytest-mypy ; extra == 'type'
   requires_python: '>=3.9'
+- conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda
+  sha256: 68f0206ca6e98fea941e5717cec780ed2873ffabc0e1ed34428c061e2c6268c7
+  md5: 4a13eeac0b5c8e5b8ab496e6c4ddd829
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libzlib >=1.3.1,<2.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  purls: []
+  size: 601375
+  timestamp: 1764777111296
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/zstd-1.5.7-hbf9d68e_6.conda
+  sha256: 9485ba49e8f47d2b597dd399e88f4802e100851b27c21d7525625b0b4025a5d9
+  md5: ab136e4c34e97f34fb621d2592a393d8
+  depends:
+  - __osx >=11.0
+  - libzlib >=1.3.1,<2.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  purls: []
+  size: 433413
+  timestamp: 1764777166076

From 6be3911217743e60f5bee650f45b4165586dd6cd Mon Sep 17 00:00:00 2001
From: Bryce Mecum <petridish@gmail.com>
Date: Sun, 18 Jan 2026 06:51:36 -0800
Subject: [PATCH 6/9] Update test.yaml

---
 .github/workflows/test.yaml | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index e3b21ac..dcf2420 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -116,8 +116,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@82d477f15f3a381dbcc8adc1206ce643fe110fb7  # v0.9.3
         with:
-          pixi-version: v0.50.2
-          run-install: false
+          pixi-version: v0.62.2
 
       - name: AWS Login
         if: inputs.aws_region != ''

From 9de614bd8dd2e7ab9d96f048dc55b4d0c3075ac3 Mon Sep 17 00:00:00 2001
From: Bryce Mecum <petridish@gmail.com>
Date: Sun, 18 Jan 2026 07:04:48 -0800
Subject: [PATCH 7/9] Update test.yaml

---
 .github/workflows/test.yaml | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index dcf2420..46b94cc 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -117,6 +117,7 @@ jobs:
       - uses: prefix-dev/setup-pixi@82d477f15f3a381dbcc8adc1206ce643fe110fb7  # v0.9.3
         with:
           pixi-version: v0.62.2
+          run-install: false
 
       - name: AWS Login
         if: inputs.aws_region != ''
@@ -224,7 +225,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@82d477f15f3a381dbcc8adc1206ce643fe110fb7  # v0.9.3
         with:
-          pixi-version: v0.50.2
+          pixi-version: v0.62.2
           run-install: false
 
       - name: Install dev tools
@@ -266,7 +267,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@82d477f15f3a381dbcc8adc1206ce643fe110fb7  # v0.9.3
         with:
-          pixi-version: v0.50.2
+          pixi-version: v0.62.2
           run-install: false
 
       - uses: actions/download-artifact@v7

From 2f71d8a6d745b2c36d43be62b04f1f075b0fde00 Mon Sep 17 00:00:00 2001
From: Bryce Mecum <petridish@gmail.com>
Date: Sun, 18 Jan 2026 07:06:00 -0800
Subject: [PATCH 8/9] Update test_local.yaml

---
 .github/workflows/test_local.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/test_local.yaml b/.github/workflows/test_local.yaml
index cf57487..e66213c 100644
--- a/.github/workflows/test_local.yaml
+++ b/.github/workflows/test_local.yaml
@@ -51,7 +51,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@82d477f15f3a381dbcc8adc1206ce643fe110fb7  # v0.9.3
         with:
-          pixi-version: v0.50.2
+          pixi-version: v0.62.2
 
       - name: Test
         run: |

From ec09edc927572434327e25777fd0446c4f7ec33a Mon Sep 17 00:00:00 2001
From: Bryce Mecum <petridish@gmail.com>
Date: Sun, 18 Jan 2026 07:07:04 -0800
Subject: [PATCH 9/9] Update validate.yaml

---
 .github/workflows/validate.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/validate.yaml b/.github/workflows/validate.yaml
index 921d23b..bf7b81b 100644
--- a/.github/workflows/validate.yaml
+++ b/.github/workflows/validate.yaml
@@ -106,7 +106,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@82d477f15f3a381dbcc8adc1206ce643fe110fb7  # v0.9.3
         with:
-          pixi-version: v0.50.2
+          pixi-version: v0.62.2
           run-install: false
 
       - name: Install dev tools