From 60bfca75aa1b50ad72e4fa2a1b386476949c8f52 Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Mon, 30 Mar 2026 13:04:32 -0700
Subject: [PATCH 01/31] change name of project

---
 pyproject.toml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 1a3fed6..932345b 100755
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -3,8 +3,8 @@ requires = ["setuptools>=64", "wheel"]
 build-backend = "setuptools.build_meta"
 
 [project]
-name = "als_tiled"
-version = "0.2.8a1"
+name = "splash_tiled"
+version = "0.1.0"
 description = "A tiled-based data management system for the Advanced Light Source"
 readme = "README.md"
 authors = [

From 9622edefbedb934da7a02e5bde40c2c885bdde19 Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Mon, 30 Mar 2026 13:13:00 -0700
Subject: [PATCH 02/31] support python 3.13

---
 .github/workflows/ci-cd.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/ci-cd.yml b/.github/workflows/ci-cd.yml
index 2b02a61..bfb4915 100755
--- a/.github/workflows/ci-cd.yml
+++ b/.github/workflows/ci-cd.yml
@@ -53,7 +53,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: ["3.11", "3.12"]
+        python-version: ["3.11", "3.12", "3.13"]
 
     steps:
     - uses: actions/checkout@v4
@@ -70,7 +70,7 @@ jobs:
 
     - name: Run tests with pytest
       run: |
-        pytest --cov=als_tiled --cov-report=xml --cov-report=term-missing
+        pytest --cov=splash_tiled --cov-report=xml --cov-report=term-missing
 
     - name: Upload coverage to Codecov
       uses: codecov/codecov-action@v3

From fe7b52edc0af16e9f732c67f4ba65830bc6bac0d Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Mon, 30 Mar 2026 13:13:48 -0700
Subject: [PATCH 03/31] rename als_tiled to splash_tiled

---
 .mypy.ini                                     |  2 +-
 Makefile                                      |  6 ++--
 README.md                                     | 26 ++++++++--------
 example_configs/bl733/config.yaml             |  8 ++---
 pixi.toml                                     | 30 +++++++++++++++++++
 pyproject.toml                                | 12 ++++----
 src/{als_tiled => splash_tiled}/__init__.py   |  0
 .../bl733/__init__.py                         |  0
 .../bl733/adapters/__init__.py                |  0
 .../bl733/adapters/edf.py                     |  2 +-
 .../bl733/adapters/gb.py                      |  2 +-
 .../bl733/adapters/metadata.py                |  0
 tests/bl733/conftest.py                       |  2 +-
 tests/bl733/test_edf.py                       |  6 ++--
 tests/bl733/test_gb.py                        |  4 +--
 tests/conftest.py                             |  2 +-
 16 files changed, 66 insertions(+), 36 deletions(-)
 create mode 100644 pixi.toml
 rename src/{als_tiled => splash_tiled}/__init__.py (100%)
 rename src/{als_tiled => splash_tiled}/bl733/__init__.py (100%)
 rename src/{als_tiled => splash_tiled}/bl733/adapters/__init__.py (100%)
 rename src/{als_tiled => splash_tiled}/bl733/adapters/edf.py (96%)
 rename src/{als_tiled => splash_tiled}/bl733/adapters/gb.py (98%)
 rename src/{als_tiled => splash_tiled}/bl733/adapters/metadata.py (100%)

diff --git a/.mypy.ini b/.mypy.ini
index 6e4c0ac..59c91fd 100644
--- a/.mypy.ini
+++ b/.mypy.ini
@@ -5,7 +5,7 @@ ignore_errors = True
 ignore_missing_imports = True
 disallow_untyped_defs = False
 
-[mypy-als_tiled.bl733.adapters.*]
+[mypy-splash_tiled.bl733.adapters.*]
 ignore_errors = False
 ignore_missing_imports = False
 check_untyped_defs = True
diff --git a/Makefile b/Makefile
index 24fac38..6e47a08 100755
--- a/Makefile
+++ b/Makefile
@@ -22,7 +22,7 @@ install-dev:
 	pre-commit install
 
 test:
-	pytest --cov=als_tiled --cov-report=term-missing
+	pytest --cov=splash_tiled --cov-report=term-missing
 
 lint:
 	flake8 src tests
@@ -45,7 +45,7 @@ build:
 	python -m build
 
 docker-build:
-	docker build -t als_tiled -f Containerfile .
+	docker build -t splash_tiled -f Containerfile .
 
 docker-run:
-	docker run -p 8000:8000 als_tiled
+	docker run -p 8000:8000 splash_tiled
diff --git a/README.md b/README.md
index 125de2a..a1af854 100755
--- a/README.md
+++ b/README.md
@@ -20,18 +20,18 @@ This project provides a specialized Tiled server configuration for managing scie
 
 ```bash
 # Build the Docker image
-docker build -t als_tiled -f Containerfile .
+docker build -t splash_tiled -f Containerfile .
 
 # Run the container
-docker run -p 8000:8000 als_tiled
+docker run -p 8000:8000 splash_tiled
 ```
 
 ### Local Development
 
 ```bash
 # Clone the repository
-git clone https://github.com/als-lbl/als_tiled.git
-cd als_tiled
+git clone https://github.com/als-lbl/splash_tiled.git
+cd splash_tiled
 
 # Install in development mode
 pip install -e .[dev]
@@ -73,8 +73,8 @@ This installs additional development dependencies including:
 
 1. Clone the repository:
    ```bash
-   git clone https://github.com/als-lbl/als_tiled.git
-   cd als_tiled
+   git clone https://github.com/als-lbl/splash_tiled.git
+   cd splash_tiled
    ```
 
 2. Install development dependencies:
@@ -94,7 +94,7 @@ This installs additional development dependencies including:
 pytest
 
 # Run tests with coverage
-pytest --cov=als_tiled
+pytest --cov=splash_tiled
 
 # Run specific test file
 pytest tests/test_main.py
@@ -122,20 +122,20 @@ mypy src
 ### Building the Image
 
 ```bash
-docker build -t als_tiled -f .Containerfile .
+docker build -t splash_tiled -f .Containerfile .
 ```
 
 ### Running the Container
 
 ```bash
 # Basic run
-docker run -p 8000:8000 als_tiled
+docker run -p 8000:8000 splash_tiled
 
 # With environment variables
-docker run -p 8000:8000 -e TILED_SERVER_ENABLE_ORIGINS=* als_tiled
+docker run -p 8000:8000 -e TILED_SERVER_ENABLE_ORIGINS=* splash_tiled
 
 # With volume mounting for data
-docker run -p 8000:8000 -v /path/to/data:/data als_tiled
+docker run -p 8000:8000 -v /path/to/data:/data splash_tiled
 ```
 
 ## CI/CD
@@ -157,7 +157,7 @@ The project includes a comprehensive GitHub Actions workflow that:
 
 Docker images are automatically published to:
 ```
-ghcr.io/als-lbl/als_tiled
+ghcr.io/als-lbl/splash_tiled
 ```
 
 ## Configuration
@@ -194,4 +194,4 @@ For support and questions, please open an issue on the GitHub repository or cont
 ## Related Projects
 
 - [Tiled](https://github.com/bluesky/tiled) - The underlying framework
-- [Bluesky](https://github.com/bluesky/bluesky) - Data acquisition and analysis framework# als_tiled
+- [Bluesky](https://github.com/bluesky/bluesky) - Data acquisition and analysis framework# splash_tiled
diff --git a/example_configs/bl733/config.yaml b/example_configs/bl733/config.yaml
index 16d2b89..1e0f470 100644
--- a/example_configs/bl733/config.yaml
+++ b/example_configs/bl733/config.yaml
@@ -6,8 +6,8 @@ file_extensions:
 # To be determined if this should include download of metadata as txt files
 #media_types:
 #  array:
-#    application/x-edf: als_tiled.bl733.adapters.edf:export_edf
-#    application/x-gb: als_tiled.bl733.adapters.gb:export_gb
+#    application/x-edf: splash_tiled.bl733.adapters.edf:export_edf
+#    application/x-gb: splash_tiled.bl733.adapters.gb:export_gb
 
 trees:
   - path: /
@@ -17,5 +17,5 @@ trees:
       readable_storage: [./data]
       init_if_not_exists: true
       adapters_by_mimetype:
-        application/x-edf: als_tiled.bl733.adapters.edf:EDFAdapter
-        application/x-gb: als_tiled.bl733.adapters.gb:GeneralBinaryPilatus2MAdapter
+        application/x-edf: splash_tiled.bl733.adapters.edf:EDFAdapter
+        application/x-gb: splash_tiled.bl733.adapters.gb:GeneralBinaryPilatus2MAdapter
diff --git a/pixi.toml b/pixi.toml
new file mode 100644
index 0000000..e6a36af
--- /dev/null
+++ b/pixi.toml
@@ -0,0 +1,30 @@
+# pixi.toml
+# Project environments for als_tiled
+
+[project]
+name = "als_tiled"
+channels = ["conda-forge"]
+
+[environments.dev]
+dependencies = [
+    "python =3.11",
+    "pytest",
+    "mypy",
+    "ipython",
+    "notebook",
+    "tiled",
+    "fabio",
+    "zarr",
+    "numpy",
+    "pandas"
+]
+
+[environments.bl733]
+dependencies = [
+    "python =3.11",
+    "tiled",
+    "fabio",
+    "zarr",
+    "numpy",
+    "pandas"
+]
diff --git a/pyproject.toml b/pyproject.toml
index 932345b..d69773f 100755
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -40,7 +40,7 @@ test = [
     "pytest>=7.0",
     "pytest-cov",
     "pytest-asyncio",
-    "als_tiled[bl733,tiled-all]",
+    "splash_tiled[bl733,tiled-all]",
 ]
 tiled-all = [
   "tiled[all]>=0.2.8",
@@ -50,12 +50,12 @@ bl733 = [
 ]
 
 [project.urls]
-Homepage = "https://github.com/als-lbl/als_tiled"
-Repository = "https://github.com/als-lbl/als_tiled"
-Documentation = "https://github.com/als-lbl/als_tiled#readme"
+Homepage = "https://github.com/als-lbl/splash_tiled"
+Repository = "https://github.com/als-lbl/splash_tiled"
+Documentation = "https://github.com/als-lbl/splash_tiled#readme"
 
 [project.scripts]
-als-tiled = "als_tiled.main:main"
+als-tiled = "splash_tiled.main:main"
 
 [tool.setuptools.packages.find]
 where = ["src"]
@@ -88,7 +88,7 @@ line_length = 88
 
 [tool.pytest.ini_options]
 minversion = "7.0"
-addopts = "-ra -q --cov=als_tiled --cov-report=term-missing"
+addopts = "-ra -q --cov=splash_tiled --cov-report=term-missing"
 testpaths = [
     "tests",
 ]
diff --git a/src/als_tiled/__init__.py b/src/splash_tiled/__init__.py
similarity index 100%
rename from src/als_tiled/__init__.py
rename to src/splash_tiled/__init__.py
diff --git a/src/als_tiled/bl733/__init__.py b/src/splash_tiled/bl733/__init__.py
similarity index 100%
rename from src/als_tiled/bl733/__init__.py
rename to src/splash_tiled/bl733/__init__.py
diff --git a/src/als_tiled/bl733/adapters/__init__.py b/src/splash_tiled/bl733/adapters/__init__.py
similarity index 100%
rename from src/als_tiled/bl733/adapters/__init__.py
rename to src/splash_tiled/bl733/adapters/__init__.py
diff --git a/src/als_tiled/bl733/adapters/edf.py b/src/splash_tiled/bl733/adapters/edf.py
similarity index 96%
rename from src/als_tiled/bl733/adapters/edf.py
rename to src/splash_tiled/bl733/adapters/edf.py
index 71e58ba..2da3353 100644
--- a/src/als_tiled/bl733/adapters/edf.py
+++ b/src/splash_tiled/bl733/adapters/edf.py
@@ -12,7 +12,7 @@
 from tiled.type_aliases import JSON
 from tiled.utils import path_from_uri
 
-from als_tiled.bl733.adapters.metadata import parse_txt_accompanying_edf
+from splash_tiled.bl733.adapters.metadata import parse_txt_accompanying_edf
 
 logger = logging.getLogger(__name__)
 LOADING_MESSAGE = "Loading EDF file produced by ALS beamline 7.3.3: %s"
diff --git a/src/als_tiled/bl733/adapters/gb.py b/src/splash_tiled/bl733/adapters/gb.py
similarity index 98%
rename from src/als_tiled/bl733/adapters/gb.py
rename to src/splash_tiled/bl733/adapters/gb.py
index c84cea5..604cb93 100644
--- a/src/als_tiled/bl733/adapters/gb.py
+++ b/src/splash_tiled/bl733/adapters/gb.py
@@ -14,7 +14,7 @@
 from tiled.type_aliases import JSON
 from tiled.utils import path_from_uri
 
-from als_tiled.bl733.adapters.metadata import parse_txt_accompanying_edf
+from splash_tiled.bl733.adapters.metadata import parse_txt_accompanying_edf
 
 logger = logging.getLogger(__name__)
 LOADING_MESSAGE = "Loading GB file produced by ALS beamline 7.3.3: %s"
diff --git a/src/als_tiled/bl733/adapters/metadata.py b/src/splash_tiled/bl733/adapters/metadata.py
similarity index 100%
rename from src/als_tiled/bl733/adapters/metadata.py
rename to src/splash_tiled/bl733/adapters/metadata.py
diff --git a/tests/bl733/conftest.py b/tests/bl733/conftest.py
index e248736..32113af 100644
--- a/tests/bl733/conftest.py
+++ b/tests/bl733/conftest.py
@@ -2,7 +2,7 @@
 import numpy as np
 import pytest
 
-from als_tiled.bl733.adapters.gb import PILATUS_2M_PIXELS_X, PILATUS_2M_PIXELS_Y
+from splash_tiled.bl733.adapters.gb import PILATUS_2M_PIXELS_X, PILATUS_2M_PIXELS_Y
 
 SAMPLE_TXT_CONTENT = """\
 401.000
diff --git a/tests/bl733/test_edf.py b/tests/bl733/test_edf.py
index 901acf0..00b1a78 100644
--- a/tests/bl733/test_edf.py
+++ b/tests/bl733/test_edf.py
@@ -5,10 +5,10 @@
 from tiled.client.register import register
 from tiled.server.app import build_app_from_config
 
-from als_tiled.bl733.adapters.gb import PILATUS_2M_PIXELS_X, PILATUS_2M_PIXELS_Y
-from als_tiled.bl733.adapters.metadata import parse_txt_accompanying_edf
+from splash_tiled.bl733.adapters.gb import PILATUS_2M_PIXELS_X, PILATUS_2M_PIXELS_Y
+from splash_tiled.bl733.adapters.metadata import parse_txt_accompanying_edf
 
-EDF_ADAPTER = "als_tiled.bl733.adapters.edf:EDFAdapter"
+EDF_ADAPTER = "splash_tiled.bl733.adapters.edf:EDFAdapter"
 EDF_MIMETYPE = "application/x-edf"
 
 
diff --git a/tests/bl733/test_gb.py b/tests/bl733/test_gb.py
index 178747b..4eec621 100644
--- a/tests/bl733/test_gb.py
+++ b/tests/bl733/test_gb.py
@@ -5,13 +5,13 @@
 from tiled.client.register import register
 from tiled.server.app import build_app_from_config
 
-from als_tiled.bl733.adapters.gb import (
+from splash_tiled.bl733.adapters.gb import (
     PILATUS_2M_PIXELS_X,
     PILATUS_2M_PIXELS_Y,
     GeneralBinaryPilatus2MAdapter,
 )
 
-GB_ADAPTER = "als_tiled.bl733.adapters.gb:GeneralBinaryPilatus2MAdapter"
+GB_ADAPTER = "splash_tiled.bl733.adapters.gb:GeneralBinaryPilatus2MAdapter"
 GB_MIMETYPE = "application/x-gb"
 
 
diff --git a/tests/conftest.py b/tests/conftest.py
index 3998466..0d189c8 100755
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1,5 +1,5 @@
 """
-Test configuration and fixtures for als_tiled.
+Test configuration and fixtures for splash_tiled.
 """
 
 import pytest

From 97b4cd846a4833ce18142b230f9446f8cb5784ba Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Mon, 30 Mar 2026 13:30:26 -0700
Subject: [PATCH 04/31] remove makefile

---
 Makefile | 51 ---------------------------------------------------
 1 file changed, 51 deletions(-)
 delete mode 100755 Makefile

diff --git a/Makefile b/Makefile
deleted file mode 100755
index 6e47a08..0000000
--- a/Makefile
+++ /dev/null
@@ -1,51 +0,0 @@
-# Makefile for ALS Tiled project
-
-.PHONY: help install install-dev test lint format clean build docker-build docker-run
-
-help:
-	@echo "Available commands:"
-	@echo "  install      Install the package"
-	@echo "  install-dev  Install the package in development mode with dev dependencies"
-	@echo "  test         Run tests"
-	@echo "  lint         Run linting checks"
-	@echo "  format       Format code with black and isort"
-	@echo "  clean        Clean build artifacts"
-	@echo "  build        Build the package"
-	@echo "  docker-build Build Docker image"
-	@echo "  docker-run   Run Docker container"
-
-install:
-	pip install -e .
-
-install-dev:
-	pip install -e .[dev]
-	pre-commit install
-
-test:
-	pytest --cov=splash_tiled --cov-report=term-missing
-
-lint:
-	flake8 src tests
-	black --check src tests
-	isort --check-only src tests
-	mypy src
-
-format:
-	black src tests
-	isort src tests
-
-clean:
-	rm -rf build/
-	rm -rf dist/
-	rm -rf *.egg-info/
-	find . -type d -name __pycache__ -exec rm -rf {} +
-	find . -type f -name "*.pyc" -delete
-
-build:
-	python -m build
-
-docker-build:
-	docker build -t splash_tiled -f Containerfile .
-
-docker-run:
-	docker run -p 8000:8000 splash_tiled

From 9f945016f6dca49b61a7832fa53389d3e6a4ff8c Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Mon, 30 Mar 2026 15:13:28 -0700
Subject: [PATCH 05/31] add pixi configuration

---
 .pre-commit-config.yaml |     1 +
 README.md               |    42 +-
 pixi.lock               | 14059 ++++++++++++++++++++++++++++++++++++++
 pixi.toml               |    54 +-
 pyproject.toml          |    16 -
 pytest.ini              |     2 +
 6 files changed, 14123 insertions(+), 51 deletions(-)
 create mode 100644 pixi.lock
 create mode 100644 pytest.ini

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 39d2c11..7a5a2f8 100755
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -6,6 +6,7 @@ repos:
       - id: end-of-file-fixer
       - id: check-yaml
       - id: check-added-large-files
+        exclude: ^pixi\.lock$
       - id: check-merge-conflict
       - id: debug-statements
 
diff --git a/README.md b/README.md
index a1af854..d3874b1 100755
--- a/README.md
+++ b/README.md
@@ -69,24 +69,46 @@ This installs additional development dependencies including:
 
 ## Development
 
-### Setting up the Development Environment
 
-1. Clone the repository:
+### Using Pixi for Development
+
+This project supports [Pixi](https://pixi.sh/) for reproducible Python environments. Pixi handles dependency management and environment setup automatically.
+
+#### Setting up with Pixi
+
+1. Install Pixi (if you don't have it):
    ```bash
-   git clone https://github.com/als-lbl/splash_tiled.git
-   cd splash_tiled
+   curl -sSf https://pixi.sh/install.sh | bash
+   # Or see https://pixi.sh/docs/install/ for other methods
    ```
-
-2. Install development dependencies:
+2. Create and activate the development environment:
    ```bash
-   pip install -e .[dev]
+   pixi install
+   pixi shell
    ```
-
-3. Install pre-commit hooks:
+3. (Optional) To update dependencies:
    ```bash
-   pre-commit install
+   pixi update
    ```
 
+#### Running Tests with Pixi
+
+```bash
+pixi run test
+```
+
+#### Running Code Quality Checks with Pixi
+
+```bash
+pixi run lint      # Run all linters
+pixi run format    # Format code with black and isort
+pixi run typecheck # Run mypy type checks
+```
+
+You can also run any tool in the environment with `pixi run <tool>` (e.g., `pixi run pytest`).
+
+For more, see the [Pixi documentation](https://pixi.sh/docs/).
+
 ### Running Tests
 
 ```bash
diff --git a/pixi.lock b/pixi.lock
new file mode 100644
index 0000000..5c136b9
--- /dev/null
+++ b/pixi.lock
@@ -0,0 +1,14059 @@
+version: 6
+environments:
+  default:
+    channels:
+    - url: https://conda.anaconda.org/conda-forge/
+    options:
+      pypi-prerelease-mode: if-necessary-or-explicit
+    packages:
+      linux-64:
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/_python_abi3_support-1.0-hd8ed1ab_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/_x86_64-microarch-level-1-3_x86_64.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/adbc-driver-manager-1.10.0-py313h7033f15_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/adbc-driver-postgresql-1.10.0-pyha770c72_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/adbc-driver-sqlite-1.10.0-pyha770c72_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/aiofiles-25.1.0-pyhcf101f3_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/aiosqlite-0.22.1-pyhcf101f3_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/alembic-1.18.4-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/annotated-doc-0.0.4-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/annotated-types-0.7.0-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/anyio-4.13.0-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/aom-3.9.1-hac33072_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/appdirs-1.4.4-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/argon2-cffi-25.1.0-pyhd8ed1ab_0.conda
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+  - python >=3.10
+  - python
+  license: MIT
+  license_family: MIT
+  size: 24194
+  timestamp: 1764460141901
+- conda: https://conda.anaconda.org/conda-forge/linux-64/zlib-1.3.2-h25fd6f3_2.conda
+  sha256: 245c9ee8d688e23661b95e3c6dd7272ca936fabc03d423cdb3cdee1bbcf9f2f2
+  md5: c2a01a08fc991620a74b32420e97868a
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libzlib 1.3.2 h25fd6f3_2
+  license: Zlib
+  license_family: Other
+  size: 95931
+  timestamp: 1774072620848
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/zlib-1.3.2-hdc9db2a_2.conda
+  sha256: d651731b45f2d84591881da3ce3e4107a9ba6709fe790dbd5f7b8d9c89a02ed7
+  md5: 493587274c81b34d198b085b46a86eaa
+  depends:
+  - libzlib 1.3.2 hdc9db2a_2
+  license: Zlib
+  license_family: Other
+  size: 100515
+  timestamp: 1774072641977
+- conda: https://conda.anaconda.org/conda-forge/osx-64/zlib-1.3.2-hbb4bfdb_2.conda
+  sha256: 5dd728cebca2e96fa48d41661f1a35ed0ee3cb722669eee4e2d854c6745655eb
+  md5: 6276aa61ffc361cbf130d78cfb88a237
+  depends:
+  - __osx >=11.0
+  - libzlib 1.3.2 hbb4bfdb_2
+  license: Zlib
+  license_family: Other
+  size: 92411
+  timestamp: 1774073075482
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/zlib-1.3.2-h8088a28_2.conda
+  sha256: 8dd2ac25f0ba714263aac5832d46985648f4bfb9b305b5021d702079badc08d2
+  md5: f1c0bce276210bed45a04949cfe8dc20
+  depends:
+  - __osx >=11.0
+  - libzlib 1.3.2 h8088a28_2
+  license: Zlib
+  license_family: Other
+  size: 81123
+  timestamp: 1774072974535
+- conda: https://conda.anaconda.org/conda-forge/linux-64/zlib-ng-2.3.3-hceb46e0_1.conda
+  sha256: ea4e50c465d70236408cb0bfe0115609fd14db1adcd8bd30d8918e0291f8a75f
+  md5: 2aadb0d17215603a82a2a6b0afd9a4cb
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=14
+  - libstdcxx >=14
+  license: Zlib
+  license_family: Other
+  size: 122618
+  timestamp: 1770167931827
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/zlib-ng-2.3.3-ha7cb516_1.conda
+  sha256: 638a3a41a4fbfed52d3c60c8ef5a3693b3f12a5b1a3f58fa29f5698d0a0702e2
+  md5: f731af71c723065d91b4c01bb822641b
+  depends:
+  - libgcc >=14
+  - libstdcxx >=14
+  license: Zlib
+  license_family: Other
+  size: 121046
+  timestamp: 1770167944449
+- conda: https://conda.anaconda.org/conda-forge/osx-64/zlib-ng-2.3.3-h8bce59a_1.conda
+  sha256: 4a1beb656761c7d8c9a53474bfd3932c30d82af5d93a32b8ef626c01c059d981
+  md5: b3ecb6480fd46194e3f7dd0ff4445dff
+  depends:
+  - __osx >=10.13
+  - libcxx >=19
+  license: Zlib
+  license_family: Other
+  size: 120464
+  timestamp: 1770168263684
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/zlib-ng-2.3.3-hed4e4f5_1.conda
+  sha256: a339606a6b224bb230ff3d711e801934f3b3844271df9720165e0353716580d4
+  md5: d99c2a23a31b0172e90f456f580b695e
+  depends:
+  - __osx >=11.0
+  - libcxx >=19
+  license: Zlib
+  license_family: Other
+  size: 94375
+  timestamp: 1770168363685
+- conda: https://conda.anaconda.org/conda-forge/linux-64/zstandard-0.25.0-py313h54dd161_1.conda
+  sha256: e6921de3669e1bbd5d050a3b771b46a887e7f4ffeb1ddd5e4d9fb01062a2f6e9
+  md5: 710d4663806d0f72b2fb414e936223b5
+  depends:
+  - python
+  - cffi >=1.11
+  - zstd >=1.5.7,<1.5.8.0a0
+  - libgcc >=14
+  - __glibc >=2.17,<3.0.a0
+  - python_abi 3.13.* *_cp313
+  - zstd >=1.5.7,<1.6.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 471496
+  timestamp: 1762512679097
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/zstandard-0.25.0-py313h62ef0ea_1.conda
+  sha256: 4c7cf2116538200ce4ed2faac831b1bea7c5c73343ce0576e695361b52fe86a4
+  md5: 16c5b3d2874e1b5162a114565bb20a8f
+  depends:
+  - python
+  - cffi >=1.11
+  - zstd >=1.5.7,<1.5.8.0a0
+  - libgcc >=14
+  - python 3.13.* *_cp313
+  - python_abi 3.13.* *_cp313
+  - zstd >=1.5.7,<1.6.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 464061
+  timestamp: 1762512695211
+- conda: https://conda.anaconda.org/conda-forge/osx-64/zstandard-0.25.0-py313hcb05632_1.conda
+  sha256: eed36460cfd4afdcb5e3dbca1f493dd9251e90ad793680064efdeb72d95f16a0
+  md5: da657125cfc67fe18e4499cf88dbe512
+  depends:
+  - python
+  - cffi >=1.11
+  - zstd >=1.5.7,<1.5.8.0a0
+  - __osx >=10.13
+  - python_abi 3.13.* *_cp313
+  - zstd >=1.5.7,<1.6.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 468984
+  timestamp: 1762512716065
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/zstandard-0.25.0-py313h9734d34_1.conda
+  sha256: c8525ae1a739db3c9b4f901d08fd7811402cf46b61ddf5d63419a3c533e02071
+  md5: 7ac13a947d4d9f57859993c06faf887b
+  depends:
+  - python
+  - cffi >=1.11
+  - zstd >=1.5.7,<1.5.8.0a0
+  - __osx >=11.0
+  - python 3.13.* *_cp313
+  - zstd >=1.5.7,<1.6.0a0
+  - python_abi 3.13.* *_cp313
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 396449
+  timestamp: 1762512722894
+- 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
+  size: 601375
+  timestamp: 1764777111296
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/zstd-1.5.7-h85ac4a6_6.conda
+  sha256: 569990cf12e46f9df540275146da567d9c618c1e9c7a0bc9d9cfefadaed20b75
+  md5: c3655f82dcea2aa179b291e7099c1fcc
+  depends:
+  - libzlib >=1.3.1,<2.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 614429
+  timestamp: 1764777145593
+- conda: https://conda.anaconda.org/conda-forge/osx-64/zstd-1.5.7-h3eecb57_6.conda
+  sha256: 47101a4055a70a4876ffc87b750ab2287b67eca793f21c8224be5e1ee6394d3f
+  md5: 727109b184d680772e3122f40136d5ca
+  depends:
+  - __osx >=10.13
+  - libzlib >=1.3.1,<2.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 528148
+  timestamp: 1764777156963
+- 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
+  size: 433413
+  timestamp: 1764777166076
diff --git a/pixi.toml b/pixi.toml
index e6a36af..c1a9dd8 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -1,30 +1,34 @@
-# pixi.toml
-# Project environments for als_tiled
 
-[project]
+[workspace]
 name = "als_tiled"
 channels = ["conda-forge"]
+platforms = ["linux-64", "osx-64", "osx-arm64", "linux-aarch64"]
 
-[environments.dev]
-dependencies = [
-    "python =3.11",
-    "pytest",
-    "mypy",
-    "ipython",
-    "notebook",
-    "tiled",
-    "fabio",
-    "zarr",
-    "numpy",
-    "pandas"
-]
+[environments.default]
+features = ["bl733"]
 
-[environments.bl733]
-dependencies = [
-    "python =3.11",
-    "tiled",
-    "fabio",
-    "zarr",
-    "numpy",
-    "pandas"
-]
+[dependencies]
+python = "3.13.*"
+pytest = "*"
+pytest-cov = "*"
+pytest-asyncio = "*"
+mypy = "*"
+ipython = "*"
+notebook = "*"
+tiled = "*"
+fabio = "*"
+zarr = "*"
+numpy = "*"
+pandas = "*"
+black = "*"
+isort = "*"
+flake8 = "*"
+pre-commit = "*"
+
+[feature.bl733.dependencies]
+fabio = "*"
+
+[tasks]
+test = "pytest --cov=splash_tiled --cov-report=term-missing"
+lint = "flake8 src tests && black --check src tests && isort --check-only src tests && mypy src"
+format = "black src tests && isort src tests"
diff --git a/pyproject.toml b/pyproject.toml
index d69773f..c07885f 100755
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -26,22 +26,6 @@ dependencies = [
 ]
 
 [project.optional-dependencies]
-dev = [
-    "pytest>=7.0",
-    "pytest-cov",
-    "pytest-asyncio",
-    "black",
-    "isort",
-    "flake8",
-    "mypy",
-    "pre-commit",
-]
-test = [
-    "pytest>=7.0",
-    "pytest-cov",
-    "pytest-asyncio",
-    "splash_tiled[bl733,tiled-all]",
-]
 tiled-all = [
   "tiled[all]>=0.2.8",
 ]
diff --git a/pytest.ini b/pytest.ini
new file mode 100644
index 0000000..fcccae1
--- /dev/null
+++ b/pytest.ini
@@ -0,0 +1,2 @@
+[pytest]
+pythonpath = src

From 8275c1c6742eb68526191e79ff023f84ea956bf0 Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Sat, 4 Apr 2026 17:48:24 -0700
Subject: [PATCH 06/31] added scripts for compiling tags from useroffice calls

---
 .dockerignore                                 |   3 +
 .gitignore                                    |   2 +
 README.md                                     |  18 +
 pixi.lock                                     |  13 +
 pixi.toml                                     |   8 +
 pyproject.toml                                |   5 +
 src/splash_tiled/access_control/__init__.py   |   0
 .../access_control/tag_definitions.yml        |  24 +
 src/splash_tiled/access_control/tiled_tags.py | 258 +++++++
 .../access_control/user_office.py             | 643 ++++++++++++++++++
 tests/test_tiled_tags.py                      | 295 ++++++++
 tests/test_user_office.py                     | 166 +++++
 12 files changed, 1435 insertions(+)
 create mode 100644 src/splash_tiled/access_control/__init__.py
 create mode 100644 src/splash_tiled/access_control/tag_definitions.yml
 create mode 100644 src/splash_tiled/access_control/tiled_tags.py
 create mode 100644 src/splash_tiled/access_control/user_office.py
 create mode 100644 tests/test_tiled_tags.py
 create mode 100644 tests/test_user_office.py

diff --git a/.dockerignore b/.dockerignore
index f4c1ff7..bc7b173 100755
--- a/.dockerignore
+++ b/.dockerignore
@@ -77,3 +77,6 @@ docs/
 
 # CI/CD
 .github/
+
+*.sqlite3
+tag_definitions.generated.yml
diff --git a/.gitignore b/.gitignore
index 4b67674..90785cd 100755
--- a/.gitignore
+++ b/.gitignore
@@ -181,3 +181,5 @@ ehthumbs.db
 *.hdf5
 *.nc
 *.zarr/
+*.sqlite3
+tag_definitions.generated.yml
diff --git a/README.md b/README.md
index d3874b1..9744e4b 100755
--- a/README.md
+++ b/README.md
@@ -189,6 +189,24 @@ The application can be configured through environment variables:
 - `TILED_SERVER_ENABLE_ORIGINS`: Configure CORS origins
 - `PYTHONPATH`: Python module search path
 
+## ESAF Sync Script
+
+The repository includes a small CLI for loading ESAFs into SQLite.
+
+```bash
+als-esaf-sync \
+   --beamline 7.0.2 \
+   --beamline 12.3.2 \
+   --db-path ./esafs.sqlite3
+```
+
+The script stores data in four tables:
+
+- `beamline` for sync metadata per beamline
+- `user` for PI, experimental lead, and participant identities
+- `esaf` for the ESAF record itself
+- `esaf_user` for user-to-ESAF roles
+
 ## Contributing
 
 1. Fork the repository
diff --git a/pixi.lock b/pixi.lock
index 5c136b9..a288b47 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -287,6 +287,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/pathspec-1.0.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pexpect-4.9.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/pillow-12.1.1-py313h80991f8_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/pip-26.0.1-pyh145f28c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.9.4-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pluggy-1.6.0-pyhf9edf01_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pre-commit-4.5.1-pyha770c72_0.conda
@@ -686,6 +687,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/pathspec-1.0.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pexpect-4.9.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/pillow-12.1.1-py313h20c1486_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/pip-26.0.1-pyh145f28c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.9.4-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pluggy-1.6.0-pyhf9edf01_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pre-commit-4.5.1-pyha770c72_0.conda
@@ -1081,6 +1083,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/pathspec-1.0.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pexpect-4.9.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/pillow-12.1.1-py313h16bb925_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/pip-26.0.1-pyh145f28c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.9.4-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pluggy-1.6.0-pyhf9edf01_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pre-commit-4.5.1-pyha770c72_0.conda
@@ -1476,6 +1479,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/pathspec-1.0.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pexpect-4.9.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/pillow-12.1.1-py313h45e5a15_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/pip-26.0.1-pyh145f28c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.9.4-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pluggy-1.6.0-pyhf9edf01_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pre-commit-4.5.1-pyha770c72_0.conda
@@ -11124,6 +11128,15 @@ packages:
   license: HPND
   size: 966809
   timestamp: 1770794152240
+- conda: https://conda.anaconda.org/conda-forge/noarch/pip-26.0.1-pyh145f28c_0.conda
+  sha256: 5f66ea31d62188c266c5a8752119b0cc90a5bf05963f665cf48a33e0ec58d39c
+  md5: 09a970fbf75e8ed1aa633827ded6aa4f
+  depends:
+  - python >=3.13.0a0
+  license: MIT
+  license_family: MIT
+  size: 1180743
+  timestamp: 1770270312477
 - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.9.4-pyhcf101f3_0.conda
   sha256: 0289f0a38337ee201d984f8f31f11f6ef076cfbbfd0ab9181d12d9d1d099bf46
   md5: 82c1787f2a65c0155ef9652466ee98d6
diff --git a/pixi.toml b/pixi.toml
index c1a9dd8..f9c594c 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -9,6 +9,7 @@ features = ["bl733"]
 
 [dependencies]
 python = "3.13.*"
+pip = "*"
 pytest = "*"
 pytest-cov = "*"
 pytest-asyncio = "*"
@@ -16,6 +17,9 @@ mypy = "*"
 ipython = "*"
 notebook = "*"
 tiled = "*"
+httpx = "*"
+typer = "*"
+pyyaml = "*"
 fabio = "*"
 zarr = "*"
 numpy = "*"
@@ -32,3 +36,7 @@ fabio = "*"
 test = "pytest --cov=splash_tiled --cov-report=term-missing"
 lint = "flake8 src tests && black --check src tests && isort --check-only src tests && mypy src"
 format = "black src tests && isort src tests"
+als-hub = "als-hub --db-path ./esafs.sqlite3"
+compile-tags = "compile-tags"
+compile-tags-db = "compile-tags compile --esaf-sqlite-path ./tags/esafs.sqlite3 --output-sqlite-path ./tags/compiled_tags.sqlite3"
+generate-tags-yaml = "compile-tags generate-yaml --esaf-sqlite-path ./tags/esafs.sqlite3 --output-yaml-path ./tags/tag_definitions.generated.yml"
diff --git a/pyproject.toml b/pyproject.toml
index c07885f..ef7bbd4 100755
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -22,6 +22,9 @@ classifiers = [
 ]
 requires-python = ">=3.11"
 dependencies = [
+  "httpx>=0.27",
+  "PyYAML>=6",
+  "typer>=0.12",
   "tiled[client]>=0.2.8",
 ]
 
@@ -40,6 +43,8 @@ Documentation = "https://github.com/als-lbl/splash_tiled#readme"
 
 [project.scripts]
 als-tiled = "splash_tiled.main:main"
+als-hub = "splash_tiled.access_control.user_office:main"
+compile-tags = "splash_tiled.access_control.tiled_tags:main"
 
 [tool.setuptools.packages.find]
 where = ["src"]
diff --git a/src/splash_tiled/access_control/__init__.py b/src/splash_tiled/access_control/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/src/splash_tiled/access_control/tag_definitions.yml b/src/splash_tiled/access_control/tag_definitions.yml
new file mode 100644
index 0000000..64d62cf
--- /dev/null
+++ b/src/splash_tiled/access_control/tag_definitions.yml
@@ -0,0 +1,24 @@
+roles:
+  facility_user:
+    scopes: ["read:data", "read:metadata"]
+  facility_admin:
+    scopes: ["read:data", "read:metadata",
+             "write:data", "write:metadata",
+             "delete:node", "delete:revision",
+             "create:node", "register"]
+tags:
+  SB-01482-001:
+    groups:
+      - name: SB-01482-001
+        role: facility_user
+    auto_tags:
+      - name: data_admin
+
+  data_admin:
+    users:
+      - name: cara
+        role: facility_admin
+tag_owners:
+  data_admin:
+    users:
+      - name: cara
diff --git a/src/splash_tiled/access_control/tiled_tags.py b/src/splash_tiled/access_control/tiled_tags.py
new file mode 100644
index 0000000..184115d
--- /dev/null
+++ b/src/splash_tiled/access_control/tiled_tags.py
@@ -0,0 +1,258 @@
+import sqlite3
+from pathlib import Path
+from typing import Any
+from urllib.parse import quote
+
+import typer
+import yaml  # type: ignore[import-untyped]
+from tiled.access_control.access_tags import AccessTagsCompiler
+from tiled.access_control.scopes import ALL_SCOPES
+
+from splash_tiled.access_control.user_office import (
+    get_esaf_friendly_ids_by_beamline,
+    get_esaf_orcid_map,
+)
+
+app = typer.Typer(add_completion=False)
+
+
+def get_default_esaf_db_path() -> Path:
+    return Path(__file__).resolve().parents[3] / "esafs.sqlite3"
+
+
+def get_default_output_sqlite_path() -> Path:
+    return Path(__file__).resolve().parent / "compiled_tags.sqlite"
+
+
+def get_default_tag_definitions_path() -> Path:
+    return Path(__file__).resolve().parent / "tag_definitions.yml"
+
+
+def get_default_generated_tag_definitions_path() -> Path:
+    return Path(__file__).resolve().parents[3] / "tag_definitions.generated.yml"
+
+
+def load_esaf_groups(esaf_db_path: Path) -> dict[str, list[str]]:
+    with sqlite3.connect(esaf_db_path) as connection:
+        groups = get_esaf_orcid_map(connection)
+        for beamline_name in get_esaf_friendly_ids_by_beamline(connection):
+            groups.setdefault(f"{beamline_name}-staff", [])
+        return groups
+
+
+def load_tag_definitions_template(tag_definitions_path: Path) -> dict[str, Any]:
+    with tag_definitions_path.open("r", encoding="utf-8") as file:
+        loaded = yaml.safe_load(file) or {}
+
+    if not isinstance(loaded, dict):
+        raise typer.BadParameter(
+            f"Expected a mapping at the top level of {tag_definitions_path}.",
+            param_hint="--tag-definitions-path",
+        )
+
+    return loaded
+
+
+def build_generated_tag_definitions(
+    esaf_db_path: Path,
+    tag_definitions_path: Path,
+) -> dict[str, Any]:
+    template = load_tag_definitions_template(tag_definitions_path)
+    with sqlite3.connect(esaf_db_path) as connection:
+        esaf_ids_by_beamline = get_esaf_friendly_ids_by_beamline(connection)
+
+    esaf_friendly_id_set = {
+        esaf_friendly_id
+        for esaf_friendly_ids in esaf_ids_by_beamline.values()
+        for esaf_friendly_id in esaf_friendly_ids
+    }
+
+    template_tags = template.get("tags") or {}
+    if not isinstance(template_tags, dict):
+        raise typer.BadParameter(
+            f"Expected 'tags' to be a mapping in {tag_definitions_path}.",
+            param_hint="--tag-definitions-path",
+        )
+
+    generated_tags = {
+        name: value
+        for name, value in template_tags.items()
+        if name not in esaf_friendly_id_set
+    }
+
+    for beamline_name, esaf_friendly_ids in esaf_ids_by_beamline.items():
+        beamline_staff_group_name = f"{beamline_name}-staff"
+        for esaf_friendly_id in esaf_friendly_ids:
+            generated_tags[esaf_friendly_id] = {
+                "groups": [
+                    {
+                        "name": esaf_friendly_id,
+                        "role": "facility_user",
+                    },
+                    {
+                        "name": beamline_staff_group_name,
+                        "role": "facility_user",
+                    },
+                ],
+                "auto_tags": [{"name": "data_admin"}],
+            }
+
+    return {
+        "roles": template.get("roles") or {},
+        "tags": generated_tags,
+        "tag_owners": template.get("tag_owners") or {},
+    }
+
+
+def write_tag_definitions_yaml(
+    tag_definitions: dict[str, Any],
+    output_yaml_path: Path,
+) -> Path:
+    resolved_output_yaml_path = output_yaml_path.expanduser().resolve()
+    resolved_output_yaml_path.parent.mkdir(parents=True, exist_ok=True)
+
+    with resolved_output_yaml_path.open("w", encoding="utf-8") as file:
+        yaml.safe_dump(tag_definitions, file, sort_keys=False)
+
+    return resolved_output_yaml_path
+
+
+def generate_tag_definitions_yaml(
+    esaf_db_path: Path,
+    tag_definitions_path: Path,
+    output_yaml_path: Path,
+) -> Path:
+    generated_tag_definitions = build_generated_tag_definitions(
+        esaf_db_path=esaf_db_path,
+        tag_definitions_path=tag_definitions_path,
+    )
+    return write_tag_definitions_yaml(generated_tag_definitions, output_yaml_path)
+
+
+def resolve_output_sqlite_path(output_sqlite_path: Path) -> Path:
+    return output_sqlite_path.expanduser().resolve()
+
+
+def ensure_output_sqlite_path(output_sqlite_path: Path) -> Path:
+    resolved_output_sqlite_path = resolve_output_sqlite_path(output_sqlite_path)
+    resolved_output_sqlite_path.parent.mkdir(parents=True, exist_ok=True)
+
+    try:
+        resolved_output_sqlite_path.touch(exist_ok=True)
+    except OSError as exc:
+        raise typer.BadParameter(
+            (
+                "Cannot create compiled tags database at "
+                f"{resolved_output_sqlite_path}. Choose a writable path."
+            ),
+            param_hint="--output-sqlite-path",
+        ) from exc
+
+    return resolved_output_sqlite_path
+
+
+def build_sqlite_uri(sqlite_path: Path) -> str:
+    resolved_sqlite_path = resolve_output_sqlite_path(sqlite_path)
+    return f"file:{quote(resolved_sqlite_path.as_posix(), safe='/')}"
+
+
+def build_group_parser(esaf_db_path: Path):
+    groups = load_esaf_groups(esaf_db_path)
+
+    def group_parser(groupname):
+        return groups[groupname]
+
+    return group_parser
+
+
+def compile_tags(
+    output_sqlite_path: Path,
+    esaf_db_path: Path,
+    tag_definitions_path: Path,
+    generated_tag_definitions_path: Path,
+) -> None:
+    resolved_output_sqlite_path = ensure_output_sqlite_path(output_sqlite_path)
+    resolved_generated_tag_definitions_path = generate_tag_definitions_yaml(
+        esaf_db_path=esaf_db_path,
+        tag_definitions_path=tag_definitions_path,
+        output_yaml_path=generated_tag_definitions_path,
+    )
+
+    access_tags_compiler = AccessTagsCompiler(
+        ALL_SCOPES,
+        resolved_generated_tag_definitions_path,
+        {"uri": build_sqlite_uri(resolved_output_sqlite_path)},
+        build_group_parser(esaf_db_path),
+    )
+
+    access_tags_compiler.load_tag_config()
+    access_tags_compiler.compile()
+    access_tags_compiler.connection.close()
+
+
+@app.command("generate-yaml")
+def generate_yaml_command(
+    output_yaml_path: Path = typer.Option(
+        get_default_generated_tag_definitions_path(),
+        "--output-yaml-path",
+        help="Path for the generated tag definitions YAML file.",
+    ),
+    esaf_db_path: Path = typer.Option(
+        get_default_esaf_db_path(),
+        "--esaf-sqlite-path",
+        help="Path to the ESAF SQLite database used to build ESAF tags.",
+    ),
+    tag_definitions_path: Path = typer.Option(
+        get_default_tag_definitions_path(),
+        "--tag-definitions-path",
+        help="Path to the template tag definitions YAML file.",
+    ),
+) -> None:
+    resolved_output_yaml_path = generate_tag_definitions_yaml(
+        esaf_db_path=esaf_db_path,
+        tag_definitions_path=tag_definitions_path,
+        output_yaml_path=output_yaml_path,
+    )
+    typer.echo(f"Generated tag definitions at {resolved_output_yaml_path}")
+
+
+@app.command("compile")
+def compile_command(
+    output_sqlite_path: Path = typer.Option(
+        get_default_output_sqlite_path(),
+        "--output-sqlite-path",
+        help="Path for the compiled tags SQLite database.",
+    ),
+    esaf_db_path: Path = typer.Option(
+        get_default_esaf_db_path(),
+        "--esaf-sqlite-path",
+        help="Path to the ESAF SQLite database used to resolve groups.",
+    ),
+    tag_definitions_path: Path = typer.Option(
+        get_default_tag_definitions_path(),
+        "--tag-definitions-path",
+        help="Path to the template tag definitions YAML file.",
+    ),
+    generated_tag_definitions_path: Path = typer.Option(
+        get_default_generated_tag_definitions_path(),
+        "--generated-yaml-path",
+        help=(
+            "Path for the generated tag definitions YAML file passed to "
+            "AccessTagsCompiler."
+        ),
+    ),
+) -> None:
+    compile_tags(
+        output_sqlite_path=output_sqlite_path,
+        esaf_db_path=esaf_db_path,
+        tag_definitions_path=tag_definitions_path,
+        generated_tag_definitions_path=generated_tag_definitions_path,
+    )
+
+
+def main() -> None:
+    app()
+
+
+if __name__ == "__main__":
+    main()
diff --git a/src/splash_tiled/access_control/user_office.py b/src/splash_tiled/access_control/user_office.py
new file mode 100644
index 0000000..4714748
--- /dev/null
+++ b/src/splash_tiled/access_control/user_office.py
@@ -0,0 +1,643 @@
+from __future__ import annotations
+
+import json
+import sqlite3
+from collections.abc import Iterable
+from datetime import UTC, datetime
+from enum import StrEnum
+from pathlib import Path
+from textwrap import shorten
+from time import perf_counter
+from typing import Any
+
+import httpx
+import typer
+
+DEFAULT_API_URL = "https://als-esaf.als.lbl.gov/EsafInformation/GetEsaf"
+
+
+class Beamline(StrEnum):
+    BL_1_4 = "1.4"
+    # BL_2_0_1 = "2.0.1"
+    BL_2_1 = "2.1"
+    BL_2_4 = "2.4"
+    BL_3_2_1 = "3.2.1"
+    BL_3_3_1 = "3.3.1"
+    BL_3_3_2 = "3.3.2"
+    BL_4_0_2 = "4.0.2"
+    BL_4_0_3 = "4.0.3"
+    BL_4_2_2 = "4.2.2"
+    # BL_5_0_1 = "5.0.1"
+    # BL_5_0_2 = "5.0.2"
+    # BL_5_0_3 = "5.0.3"
+    BL_5_3_2_1 = "5.3.2.1"
+    BL_5_3_2_2 = "5.3.2.2"
+    BL_5_4 = "5.4"
+    BL_6_0_1 = "6.0.1"
+    BL_6_0_2 = "6.0.2"
+    BL_6_1_2 = "6.1.2"
+    BL_6_3_1 = "6.3.1"
+    BL_6_3_2 = "6.3.2"
+    BL_7_0_1_1 = "7.0.1.1"
+    BL_7_0_1_2 = "7.0.1.2"
+    BL_7_0_2 = "7.0.2"
+    BL_7_3_1 = "7.3.1"
+    BL_7_3_3 = "7.3.3"
+    BL_8_0_1 = "8.0.1"
+    # BL_8_2_1 = "8.2.1"
+    # BL_8_2_2 = "8.2.2"
+    # BL_8_3_1 = "8.3.1"
+    BL_8_3_2 = "8.3.2"
+    BL_9_0_1 = "9.0.1"
+    BL_9_0_2 = "9.0.2"
+    BL_9_3_1 = "9.3.1"
+    BL_9_3_2 = "9.3.2"
+    BL_10_0_1 = "10.0.1"
+    BL_10_3_2 = "10.3.2"
+    BL_11_0_1_1 = "11.0.1.1"
+    BL_11_0_1_2 = "11.0.1.2"
+    BL_11_0_2_1 = "11.0.2.1"
+    BL_11_0_2_2 = "11.0.2.2"
+    BL_11_3_1 = "11.3.1"
+    # BL_11_3_2 = "11.3.2"
+    BL_12_0_1 = "12.0.1"
+    BL_12_0_2 = "12.0.2"
+    BL_12_2_1 = "12.2.1"
+    BL_12_2_2 = "12.2.2"
+    BL_12_3_1 = "12.3.1"
+    BL_12_3_2 = "12.3.2"
+
+
+ALL_BEAMLINES = [beamline.value for beamline in Beamline]
+
+app = typer.Typer(
+    help="Fetch ESAFs for one or more ALS beamlines and store them in SQLite.",
+    add_completion=False,
+)
+
+
+def utc_now() -> str:
+    return datetime.now(tz=UTC).isoformat()
+
+
+def normalize_text(value: Any) -> str | None:
+    if value is None:
+        return None
+    text = str(value).strip()
+    return text or None
+
+
+def normalize_email(value: Any) -> str | None:
+    text = normalize_text(value)
+    return text.lower() if text else None
+
+
+def normalize_lbnl_id(value: Any) -> str | None:
+    text = normalize_text(value)
+    if text and text.lower() != "unknown":
+        return text
+    return None
+
+
+def normalize_int(value: Any) -> int | None:
+    if value in (None, ""):
+        return None
+    return int(value)
+
+
+def user_key(person: dict[str, Any]) -> str:
+    alsid = normalize_int(person.get("Alsid"))
+    if alsid is not None:
+        return f"alsid:{alsid}"
+
+    email = normalize_email(person.get("Email"))
+    if email:
+        return f"email:{email}"
+
+    lbnl_id = normalize_lbnl_id(person.get("LbnlId"))
+    if lbnl_id:
+        return f"lbnl:{lbnl_id}"
+
+    name = normalize_text(person.get("Name"))
+    if name:
+        return f"name:{name.casefold()}"
+
+    raise ValueError("Cannot derive a stable user key from empty participant data")
+
+
+def ensure_schema(connection: sqlite3.Connection) -> None:
+    connection.executescript("""
+        PRAGMA foreign_keys = ON;
+
+        CREATE TABLE IF NOT EXISTS beamline (
+            name TEXT PRIMARY KEY,
+            last_synced_at TEXT NOT NULL,
+            esaf_count INTEGER NOT NULL DEFAULT 0
+        );
+
+        CREATE TABLE IF NOT EXISTS user (
+            user_key TEXT PRIMARY KEY,
+            alsid INTEGER,
+            email TEXT,
+            lbnl_id TEXT,
+            name TEXT,
+            orcid TEXT
+        );
+
+        CREATE TABLE IF NOT EXISTS esaf (
+            esaf_id INTEGER PRIMARY KEY,
+            beamline_name TEXT NOT NULL,
+            esaf_friendly_id TEXT,
+            proposal_id INTEGER,
+            proposal_friendly_id TEXT,
+            status TEXT,
+            title TEXT,
+            description TEXT,
+            version INTEGER,
+            pi_user_key TEXT,
+            exp_lead_user_key TEXT,
+            is_export_controlled TEXT,
+            materials_json TEXT NOT NULL,
+            scheduled_events_json TEXT NOT NULL,
+            raw_json TEXT NOT NULL,
+            updated_at TEXT NOT NULL,
+            FOREIGN KEY (beamline_name) REFERENCES beamline(name),
+            FOREIGN KEY (pi_user_key) REFERENCES user(user_key),
+            FOREIGN KEY (exp_lead_user_key) REFERENCES user(user_key)
+        );
+
+        CREATE TABLE IF NOT EXISTS esaf_user (
+            esaf_id INTEGER NOT NULL,
+            user_key TEXT NOT NULL,
+            role TEXT NOT NULL,
+            PRIMARY KEY (esaf_id, user_key, role),
+            FOREIGN KEY (esaf_id) REFERENCES esaf(esaf_id) ON DELETE CASCADE,
+            FOREIGN KEY (user_key) REFERENCES user(user_key),
+            CHECK (role IN ('participant', 'pi', 'exp_lead'))
+        );
+
+        CREATE INDEX IF NOT EXISTS idx_esaf_beamline_name
+        ON esaf (beamline_name);
+
+        CREATE INDEX IF NOT EXISTS idx_esaf_proposal_id
+        ON esaf (proposal_id);
+
+        CREATE INDEX IF NOT EXISTS idx_esaf_proposal_friendly_id
+        ON esaf (proposal_friendly_id);
+
+        CREATE INDEX IF NOT EXISTS idx_esaf_beamline_proposal_id
+        ON esaf (beamline_name, proposal_id);
+        """)
+
+
+def fetch_esafs(
+    client: httpx.Client,
+    beamline: str,
+    api_url: str,
+) -> list[dict[str, Any]]:
+    typer.echo(f"Fetching {beamline}...")
+    response = client.get(api_url, params={"bl": beamline})
+    response.raise_for_status()
+    payload = response.json()
+    if not isinstance(payload, list):
+        raise ValueError(
+            f"Expected list response for beamline {beamline}, got {type(payload)!r}"
+        )
+    return payload
+
+
+def format_http_error(error: httpx.HTTPError) -> str:
+    if isinstance(error, httpx.HTTPStatusError):
+        response = error.response
+        request = error.request
+        return f"url={request.url} status={response.status_code}"
+
+    request = error.request
+    url = request.url if request is not None else "<unknown>"
+    return f"url={url} message={error}"
+
+
+def print_http_error(beamline: str, error: httpx.HTTPError) -> str:
+    message = format_http_error(error)
+    typer.echo(
+        f"HTTP error for {beamline}: {message}",
+        err=True,
+    )
+    return message
+
+
+def collect_esaf_user_keys(esaf: dict[str, Any]) -> set[str]:
+    user_keys: set[str] = set()
+    for role_key in ("PI", "ExpLead"):
+        person = esaf.get(role_key) or {}
+        if person:
+            user_keys.add(user_key(person))
+
+    for participant in esaf.get("Participants") or []:
+        user_keys.add(user_key(participant))
+
+    return user_keys
+
+
+def format_report_table(rows: list[dict[str, str]]) -> str:
+    headers = ["Beamline", "ESAFs", "New ESAFs", "Users", "New Users", "Error"]
+    keys = ["beamline", "esafs", "new_esafs", "users", "new_users", "error"]
+    widths = {
+        header: max(
+            len(header),
+            max(
+                (len(shorten(row[key], width=80, placeholder="...")) for row in rows),
+                default=0,
+            ),
+        )
+        for header, key in zip(headers, keys, strict=True)
+    }
+
+    def format_row(values: list[str]) -> str:
+        return " | ".join(
+            value.ljust(widths[header])
+            for header, value in zip(headers, values, strict=True)
+        )
+
+    lines = [format_row(headers)]
+    lines.append("-+-".join("-" * widths[header] for header in headers))
+    for row in rows:
+        values = [shorten(row[key], width=80, placeholder="...") for key in keys]
+        lines.append(format_row(values))
+    return "\n".join(lines)
+
+
+def print_report(rows: list[dict[str, str]], elapsed_seconds: float) -> None:
+    if not rows:
+        return
+
+    typer.echo("\nBeamline sync report:")
+    typer.echo(format_report_table(rows))
+    typer.echo(f"Total time: {elapsed_seconds:.2f} seconds")
+
+
+def get_esaf_orcid_map(connection: sqlite3.Connection) -> dict[str, list[str]]:
+    rows = connection.execute("""
+        SELECT DISTINCT e.esaf_friendly_id, u.orcid
+        FROM esaf AS e
+        LEFT JOIN esaf_user AS eu ON eu.esaf_id = e.esaf_id
+        LEFT JOIN user AS u ON u.user_key = eu.user_key
+        WHERE e.esaf_friendly_id IS NOT NULL
+        ORDER BY e.esaf_friendly_id, u.orcid
+        """).fetchall()
+
+    orcid_map: dict[str, list[str]] = {}
+    for esaf_friendly_id, orcid in rows:
+        values = orcid_map.setdefault(esaf_friendly_id, [])
+        if orcid is not None:
+            values.append(orcid)
+    return orcid_map
+
+
+def get_esaf_friendly_ids(connection: sqlite3.Connection) -> list[str]:
+    rows = connection.execute("""
+        SELECT DISTINCT esaf_friendly_id
+        FROM esaf
+        WHERE esaf_friendly_id IS NOT NULL
+        ORDER BY esaf_friendly_id
+        """).fetchall()
+
+    return [esaf_friendly_id for (esaf_friendly_id,) in rows]
+
+
+def get_esaf_friendly_ids_by_beamline(
+    connection: sqlite3.Connection,
+) -> dict[str, list[str]]:
+    rows = connection.execute("""
+        SELECT beamline_name, esaf_friendly_id
+        FROM esaf
+        WHERE beamline_name IS NOT NULL
+        AND esaf_friendly_id IS NOT NULL
+        ORDER BY beamline_name, esaf_friendly_id
+        """).fetchall()
+
+    esaf_ids_by_beamline: dict[str, list[str]] = {}
+    for beamline_name, esaf_friendly_id in rows:
+        esaf_ids_by_beamline.setdefault(beamline_name, []).append(esaf_friendly_id)
+    return esaf_ids_by_beamline
+
+
+def user_exists(connection: sqlite3.Connection, key: str) -> bool:
+    row = connection.execute(
+        "SELECT 1 FROM user WHERE user_key = ?",
+        (key,),
+    ).fetchone()
+    return row is not None
+
+
+def esaf_exists(connection: sqlite3.Connection, esaf_id: int) -> bool:
+    row = connection.execute(
+        "SELECT 1 FROM esaf WHERE esaf_id = ?",
+        (esaf_id,),
+    ).fetchone()
+    return row is not None
+
+
+def upsert_user(
+    connection: sqlite3.Connection, person: dict[str, Any]
+) -> tuple[str, bool]:
+    key = user_key(person)
+    is_new = not user_exists(connection, key)
+    connection.execute(
+        """
+        INSERT INTO user (user_key, alsid, email, lbnl_id, name, orcid)
+        VALUES (?, ?, ?, ?, ?, ?)
+        ON CONFLICT(user_key) DO UPDATE SET
+            alsid = excluded.alsid,
+            email = excluded.email,
+            lbnl_id = excluded.lbnl_id,
+            name = excluded.name,
+            orcid = excluded.orcid
+        """,
+        (
+            key,
+            normalize_int(person.get("Alsid")),
+            normalize_email(person.get("Email")),
+            normalize_lbnl_id(person.get("LbnlId")),
+            normalize_text(person.get("Name")),
+            normalize_text(person.get("Orcid")),
+        ),
+    )
+    return key, is_new
+
+
+def sync_esaf(
+    connection: sqlite3.Connection,
+    beamline: str,
+    esaf: dict[str, Any],
+    synced_at: str,
+) -> tuple[bool, set[str]]:
+    pi = esaf.get("PI") or {}
+    exp_lead = esaf.get("ExpLead") or {}
+    participants = esaf.get("Participants") or []
+    esaf_id = normalize_int(esaf.get("EsafId"))
+    if esaf_id is None:
+        raise ValueError("ESAF payload is missing EsafId")
+    is_new_esaf = not esaf_exists(connection, esaf_id)
+    new_user_keys: set[str] = set()
+
+    pi_key = None
+    if pi:
+        pi_key, pi_is_new = upsert_user(connection, pi)
+        if pi_is_new:
+            new_user_keys.add(pi_key)
+
+    exp_lead_key = None
+    if exp_lead:
+        exp_lead_key, exp_lead_is_new = upsert_user(connection, exp_lead)
+        if exp_lead_is_new:
+            new_user_keys.add(exp_lead_key)
+
+    participant_keys: list[str] = []
+    for participant in participants:
+        participant_key, participant_is_new = upsert_user(connection, participant)
+        participant_keys.append(participant_key)
+        if participant_is_new:
+            new_user_keys.add(participant_key)
+
+    connection.execute(
+        """
+        INSERT INTO esaf (
+            esaf_id,
+            beamline_name,
+            esaf_friendly_id,
+            proposal_id,
+            proposal_friendly_id,
+            status,
+            title,
+            description,
+            version,
+            pi_user_key,
+            exp_lead_user_key,
+            is_export_controlled,
+            materials_json,
+            scheduled_events_json,
+            raw_json,
+            updated_at
+        )
+        VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
+        ON CONFLICT(esaf_id) DO UPDATE SET
+            beamline_name = excluded.beamline_name,
+            esaf_friendly_id = excluded.esaf_friendly_id,
+            proposal_id = excluded.proposal_id,
+            proposal_friendly_id = excluded.proposal_friendly_id,
+            status = excluded.status,
+            title = excluded.title,
+            description = excluded.description,
+            version = excluded.version,
+            pi_user_key = excluded.pi_user_key,
+            exp_lead_user_key = excluded.exp_lead_user_key,
+            is_export_controlled = excluded.is_export_controlled,
+            materials_json = excluded.materials_json,
+            scheduled_events_json = excluded.scheduled_events_json,
+            raw_json = excluded.raw_json,
+            updated_at = excluded.updated_at
+        """,
+        (
+            esaf_id,
+            beamline,
+            normalize_text(esaf.get("EsafFriendlyId")),
+            normalize_int(esaf.get("ProposalId")),
+            normalize_text(esaf.get("ProposalFriendlyId")),
+            normalize_text(esaf.get("Status")),
+            normalize_text(esaf.get("Title")),
+            normalize_text(esaf.get("Description")),
+            normalize_int(esaf.get("Version")),
+            pi_key,
+            exp_lead_key,
+            normalize_text(esaf.get("IsExportControlled")),
+            json.dumps(esaf.get("Materials") or []),
+            json.dumps(esaf.get("ScheduledEvents") or []),
+            json.dumps(esaf, sort_keys=True),
+            synced_at,
+        ),
+    )
+
+    connection.execute("DELETE FROM esaf_user WHERE esaf_id = ?", (esaf_id,))
+
+    rows: set[tuple[int, str, str]] = set()
+    if pi_key:
+        rows.add((esaf_id, pi_key, "pi"))
+    if exp_lead_key:
+        rows.add((esaf_id, exp_lead_key, "exp_lead"))
+    rows.update(
+        (esaf_id, participant_key, "participant")
+        for participant_key in participant_keys
+    )
+
+    connection.executemany(
+        "INSERT INTO esaf_user (esaf_id, user_key, role) VALUES (?, ?, ?)",
+        sorted(rows),
+    )
+    return is_new_esaf, new_user_keys
+
+
+def sync_beamline(
+    connection: sqlite3.Connection,
+    beamline: str,
+    esafs: Iterable[dict[str, Any]],
+    synced_at: str,
+) -> tuple[int, int, int, int]:
+    items = list(esafs)
+    new_esaf_count = 0
+    new_user_keys: set[str] = set()
+    total_user_keys: set[str] = set()
+    connection.execute(
+        """
+        INSERT INTO beamline (name, last_synced_at, esaf_count)
+        VALUES (?, ?, ?)
+        ON CONFLICT(name) DO UPDATE SET
+            last_synced_at = excluded.last_synced_at,
+            esaf_count = excluded.esaf_count
+        """,
+        (beamline, synced_at, len(items)),
+    )
+    with typer.progressbar(items, label=f"Syncing {beamline}") as progress:
+        for esaf in progress:
+            total_user_keys.update(collect_esaf_user_keys(esaf))
+            is_new_esaf, esaf_new_user_keys = sync_esaf(
+                connection, beamline, esaf, synced_at
+            )
+            new_esaf_count += int(is_new_esaf)
+            new_user_keys.update(esaf_new_user_keys)
+    return len(items), new_esaf_count, len(total_user_keys), len(new_user_keys)
+
+
+def run(
+    beamlines: list[str],
+    db_path: Path,
+    api_url: str = DEFAULT_API_URL,
+    timeout: float = 30.0,
+) -> int:
+    start_time = perf_counter()
+    db_path.parent.mkdir(parents=True, exist_ok=True)
+    failed_beamlines: list[str] = []
+    report_rows: list[dict[str, str]] = []
+    interrupted = False
+
+    with httpx.Client(timeout=timeout, follow_redirects=True) as client:
+        with sqlite3.connect(db_path) as connection:
+            ensure_schema(connection)
+            try:
+                with typer.progressbar(
+                    beamlines, label="Beamlines"
+                ) as beamline_progress:
+                    for beamline in beamline_progress:
+                        synced_at = utc_now()
+                        try:
+                            esafs = fetch_esafs(
+                                client, beamline=beamline, api_url=api_url
+                            )
+                        except httpx.HTTPError as error:
+                            error_message = print_http_error(beamline, error)
+                            failed_beamlines.append(beamline)
+                            report_rows.append(
+                                {
+                                    "beamline": beamline,
+                                    "esafs": "0",
+                                    "new_esafs": "0",
+                                    "users": "0",
+                                    "new_users": "0",
+                                    "error": error_message,
+                                }
+                            )
+                            continue
+                        total, new_esafs, total_users, new_users = sync_beamline(
+                            connection,
+                            beamline=beamline,
+                            esafs=esafs,
+                            synced_at=synced_at,
+                        )
+                        typer.echo(f"Stored {total} ESAFs for {beamline}")
+                        typer.echo(
+                            f"New for {beamline}: {new_esafs} ESAFs, {new_users} users"
+                        )
+                        report_rows.append(
+                            {
+                                "beamline": beamline,
+                                "esafs": str(total),
+                                "new_esafs": str(new_esafs),
+                                "users": str(total_users),
+                                "new_users": str(new_users),
+                                "error": "",
+                            }
+                        )
+            except KeyboardInterrupt:
+                interrupted = True
+            finally:
+                elapsed_seconds = perf_counter() - start_time
+                print_report(report_rows, elapsed_seconds)
+
+    if failed_beamlines:
+        typer.echo(
+            f"Failed beamlines: {', '.join(failed_beamlines)}",
+            err=True,
+        )
+        return 1
+
+    if interrupted:
+        typer.echo("Sync interrupted by user.", err=True)
+        return 130
+
+    return 0
+
+
+def resolve_beamlines(selected: list[Beamline], sync_all: bool) -> list[str]:
+    if sync_all:
+        return ALL_BEAMLINES
+
+    if selected:
+        return [beamline.value for beamline in selected]
+
+    raise typer.BadParameter(
+        "Provide at least one --beamline value or pass --all.",
+        param_hint="--beamline/--all",
+    )
+
+
+@app.command()
+def cli(
+    beamline: list[Beamline] = typer.Option(
+        [],
+        "--beamline",
+        help="Beamline to fetch. Repeat for multiple beamlines.",
+    ),
+    sync_all: bool = typer.Option(
+        False,
+        "--all",
+        help="Sync every beamline defined in the Beamline enum.",
+    ),
+    db_path: Path = typer.Option(
+        Path("esafs.sqlite3"),
+        "--db-path",
+        help="SQLite database path. Defaults to ./esafs.sqlite3.",
+    ),
+    api_url: str = typer.Option(
+        DEFAULT_API_URL,
+        "--api-url",
+        help="ESAF API base URL.",
+    ),
+    timeout: float = typer.Option(
+        30.0,
+        "--timeout",
+        help="HTTP timeout in seconds.",
+    ),
+) -> None:
+    resolved_beamlines = resolve_beamlines(beamline, sync_all)
+    raise SystemExit(
+        run(
+            beamlines=resolved_beamlines,
+            db_path=db_path,
+            api_url=api_url,
+            timeout=timeout,
+        )
+    )
+
+
+def main() -> None:
+    app()
diff --git a/tests/test_tiled_tags.py b/tests/test_tiled_tags.py
new file mode 100644
index 0000000..681dc8e
--- /dev/null
+++ b/tests/test_tiled_tags.py
@@ -0,0 +1,295 @@
+import sqlite3
+from pathlib import Path
+
+import pytest
+import typer
+import yaml  # type: ignore[import-untyped]
+
+from splash_tiled.access_control.tiled_tags import (
+    build_generated_tag_definitions,
+    build_group_parser,
+    build_sqlite_uri,
+    ensure_output_sqlite_path,
+    generate_tag_definitions_yaml,
+    write_tag_definitions_yaml,
+)
+from splash_tiled.access_control.user_office import (
+    ensure_schema,
+    get_esaf_friendly_ids_by_beamline,
+    sync_beamline,
+)
+
+
+def test_ensure_output_sqlite_path_creates_parent_and_file(tmp_path: Path) -> None:
+    output_path = tmp_path / "nested" / "compiled_tags.sqlite"
+
+    resolved_path = ensure_output_sqlite_path(output_path)
+
+    assert resolved_path == output_path.resolve()
+    assert resolved_path.parent.is_dir()
+    assert resolved_path.is_file()
+
+
+def test_build_sqlite_uri_uses_absolute_sqlite_file_uri(tmp_path: Path) -> None:
+    output_path = tmp_path / "compiled tags.sqlite"
+
+    sqlite_uri = build_sqlite_uri(output_path)
+
+    assert sqlite_uri == f"file:{output_path.resolve().as_posix().replace(' ', '%20')}"
+
+
+def test_ensure_output_sqlite_path_raises_for_unwritable_directory(
+    monkeypatch: pytest.MonkeyPatch, tmp_path: Path
+) -> None:
+    output_path = tmp_path / "compiled_tags.sqlite"
+
+    def raise_permission_error(*args, **kwargs) -> None:
+        raise PermissionError("permission denied")
+
+    monkeypatch.setattr(Path, "touch", raise_permission_error)
+
+    with pytest.raises(typer.BadParameter, match="Choose a writable path"):
+        ensure_output_sqlite_path(output_path)
+
+
+def test_build_generated_tag_definitions_includes_template_sections_and_esaf_tags(
+    tmp_path: Path,
+) -> None:
+    esaf_db_path = tmp_path / "esafs.sqlite3"
+    template_path = tmp_path / "tag_definitions.yml"
+
+    template_path.write_text(
+        """
+roles:
+  facility_user:
+    scopes:
+      - read:data
+      - read:metadata
+  facility_admin:
+    scopes:
+      - read:data
+tags:
+  data_admin:
+    users:
+      - name: cara
+        role: facility_admin
+tag_owners:
+  data_admin:
+    users:
+      - name: cara
+""".lstrip(),
+        encoding="utf-8",
+    )
+
+    esaf = {
+        "Beamline": "12.3.2",
+        "Description": "Microdiffraction of ARPES samples",
+        "EsafFriendlyId": "SB-01482-001",
+        "EsafId": 36017,
+        "ExpLead": {
+            "Alsid": 83512,
+            "Email": "chu2@lbl.gov",
+            "LbnlId": "070285",
+            "Name": "Cheng Hu",
+            "Orcid": "0000-0003-2335-7806",
+        },
+        "IsExportControlled": "No",
+        "Materials": [],
+        "PI": {
+            "Alsid": 11525,
+            "Email": "erotenberg@lbl.gov",
+            "LbnlId": "275451",
+            "Name": "Eli Rotenberg",
+            "Orcid": "0000-0002-3979-8844",
+        },
+        "Participants": [],
+        "ProposalFriendlyId": "ALS-13362",
+        "ProposalId": 19907,
+        "ScheduledEvents": [],
+        "Status": "Draft",
+        "Title": "Microdiffraction of ARPES samples",
+        "Version": 1,
+    }
+
+    with sqlite3.connect(esaf_db_path) as connection:
+        ensure_schema(connection)
+        sync_beamline(
+            connection,
+            beamline="12.3.2",
+            esafs=[esaf],
+            synced_at="2026-04-04T00:00:00+00:00",
+        )
+
+    with sqlite3.connect(esaf_db_path) as connection:
+        assert get_esaf_friendly_ids_by_beamline(connection) == {
+            "12.3.2": ["SB-01482-001"]
+        }
+
+    generated = build_generated_tag_definitions(esaf_db_path, template_path)
+
+    assert generated["roles"]["facility_user"]["scopes"] == [
+        "read:data",
+        "read:metadata",
+    ]
+    assert generated["tags"]["SB-01482-001"] == {
+        "groups": [
+            {"name": "SB-01482-001", "role": "facility_user"},
+            {"name": "12.3.2-staff", "role": "facility_user"},
+        ],
+        "auto_tags": [{"name": "data_admin"}],
+    }
+    assert generated["tags"]["data_admin"]["users"] == [
+        {"name": "cara", "role": "facility_admin"}
+    ]
+    assert generated["tag_owners"]["data_admin"]["users"] == [{"name": "cara"}]
+
+
+def test_write_tag_definitions_yaml_writes_yaml_file(tmp_path: Path) -> None:
+    output_yaml_path = tmp_path / "generated" / "tag_definitions.yml"
+    content = {
+        "roles": {"facility_user": {"scopes": ["read:data"]}},
+        "tags": {
+            "SB-01482-001": {
+                "groups": [{"name": "SB-01482-001", "role": "facility_user"}]
+            }
+        },
+        "tag_owners": {},
+    }
+
+    resolved_output_yaml_path = write_tag_definitions_yaml(content, output_yaml_path)
+
+    assert resolved_output_yaml_path == output_yaml_path.resolve()
+    assert yaml.safe_load(output_yaml_path.read_text(encoding="utf-8")) == content
+
+
+def test_generate_tag_definitions_yaml_writes_generated_esaf_tags(
+    tmp_path: Path,
+) -> None:
+    esaf_db_path = tmp_path / "esafs.sqlite3"
+    template_path = tmp_path / "tag_definitions.yml"
+    output_yaml_path = tmp_path / "tag_definitions.generated.yml"
+
+    template_path.write_text(
+        """
+roles:
+  facility_user:
+    scopes:
+      - read:data
+      - read:metadata
+tags:
+  data_admin:
+    users:
+      - name: cara
+        role: facility_admin
+tag_owners:
+  data_admin:
+    users:
+      - name: cara
+""".lstrip(),
+        encoding="utf-8",
+    )
+
+    esaf = {
+        "Beamline": "12.3.2",
+        "Description": "Microdiffraction of ARPES samples",
+        "EsafFriendlyId": "SB-01482-001",
+        "EsafId": 36017,
+        "ExpLead": {
+            "Alsid": 83512,
+            "Email": "chu2@lbl.gov",
+            "LbnlId": "070285",
+            "Name": "Cheng Hu",
+            "Orcid": "0000-0003-2335-7806",
+        },
+        "IsExportControlled": "No",
+        "Materials": [],
+        "PI": {
+            "Alsid": 11525,
+            "Email": "erotenberg@lbl.gov",
+            "LbnlId": "275451",
+            "Name": "Eli Rotenberg",
+            "Orcid": "0000-0002-3979-8844",
+        },
+        "Participants": [],
+        "ProposalFriendlyId": "ALS-13362",
+        "ProposalId": 19907,
+        "ScheduledEvents": [],
+        "Status": "Draft",
+        "Title": "Microdiffraction of ARPES samples",
+        "Version": 1,
+    }
+
+    with sqlite3.connect(esaf_db_path) as connection:
+        ensure_schema(connection)
+        sync_beamline(
+            connection,
+            beamline="12.3.2",
+            esafs=[esaf],
+            synced_at="2026-04-04T00:00:00+00:00",
+        )
+
+    resolved_output_yaml_path = generate_tag_definitions_yaml(
+        esaf_db_path=esaf_db_path,
+        tag_definitions_path=template_path,
+        output_yaml_path=output_yaml_path,
+    )
+
+    generated = yaml.safe_load(resolved_output_yaml_path.read_text(encoding="utf-8"))
+    assert resolved_output_yaml_path == output_yaml_path.resolve()
+    assert generated["tags"]["SB-01482-001"]["groups"] == [
+        {"name": "SB-01482-001", "role": "facility_user"},
+        {"name": "12.3.2-staff", "role": "facility_user"},
+    ]
+
+
+def test_build_group_parser_includes_empty_beamline_staff_groups(
+    tmp_path: Path,
+) -> None:
+    esaf_db_path = tmp_path / "esafs.sqlite3"
+
+    esaf = {
+        "Beamline": "12.3.2",
+        "Description": "Microdiffraction of ARPES samples",
+        "EsafFriendlyId": "SB-01482-001",
+        "EsafId": 36017,
+        "ExpLead": {
+            "Alsid": 83512,
+            "Email": "chu2@lbl.gov",
+            "LbnlId": "070285",
+            "Name": "Cheng Hu",
+            "Orcid": "0000-0003-2335-7806",
+        },
+        "IsExportControlled": "No",
+        "Materials": [],
+        "PI": {
+            "Alsid": 11525,
+            "Email": "erotenberg@lbl.gov",
+            "LbnlId": "275451",
+            "Name": "Eli Rotenberg",
+            "Orcid": "0000-0002-3979-8844",
+        },
+        "Participants": [],
+        "ProposalFriendlyId": "ALS-13362",
+        "ProposalId": 19907,
+        "ScheduledEvents": [],
+        "Status": "Draft",
+        "Title": "Microdiffraction of ARPES samples",
+        "Version": 1,
+    }
+
+    with sqlite3.connect(esaf_db_path) as connection:
+        ensure_schema(connection)
+        sync_beamline(
+            connection,
+            beamline="12.3.2",
+            esafs=[esaf],
+            synced_at="2026-04-04T00:00:00+00:00",
+        )
+
+    group_parser = build_group_parser(esaf_db_path)
+
+    assert group_parser("SB-01482-001") == [
+        "0000-0002-3979-8844",
+        "0000-0003-2335-7806",
+    ]
+    assert group_parser("12.3.2-staff") == []
diff --git a/tests/test_user_office.py b/tests/test_user_office.py
new file mode 100644
index 0000000..07bbc7c
--- /dev/null
+++ b/tests/test_user_office.py
@@ -0,0 +1,166 @@
+import sqlite3
+
+from splash_tiled.access_control.user_office import (
+    ensure_schema,
+    get_esaf_orcid_map,
+    sync_beamline,
+    user_key,
+)
+
+
+def test_user_key_falls_back_to_email() -> None:
+    person = {
+        "Alsid": None,
+        "Email": "Scientist@LBL.GOV ",
+        "LbnlId": "Unknown",
+        "Name": "Scientist Name",
+    }
+
+    assert user_key(person) == "email:scientist@lbl.gov"
+
+
+def test_sync_beamline_persists_normalized_records() -> None:
+    esaf = {
+        "Beamline": "12.3.2",
+        "Description": (
+            "We will bring quantum material crystals and measure their "
+            "properties under applied strain"
+        ),
+        "EsafFriendlyId": "ALS-13362-001",
+        "EsafId": 36017,
+        "ExpLead": {
+            "Alsid": 83512,
+            "Email": "CHu2@lbl.gov",
+            "LbnlId": "070285",
+            "Name": "Cheng Hu",
+            "Orcid": "0000-0003-2335-7806",
+        },
+        "IsExportControlled": "No",
+        "Materials": ["Chemicals, including nanomaterials"],
+        "PI": {
+            "Alsid": 11525,
+            "Email": "erotenberg@lbl.gov",
+            "LbnlId": "275451",
+            "Name": "Eli Rotenberg",
+            "Orcid": "0000-0002-3979-8844",
+        },
+        "Participants": [
+            {
+                "Alsid": 83512,
+                "Email": "CHu2@lbl.gov",
+                "LbnlId": "070285",
+                "Name": "Cheng Hu",
+                "Orcid": "0000-0003-2335-7806",
+            },
+            {
+                "Alsid": 11525,
+                "Email": "erotenberg@lbl.gov",
+                "LbnlId": "275451",
+                "Name": "Eli Rotenberg",
+                "Orcid": "0000-0002-3979-8844",
+            },
+        ],
+        "ProposalFriendlyId": "ALS-13362",
+        "ProposalId": 19907,
+        "ScheduledEvents": [],
+        "Status": "Draft",
+        "Title": "Microdiffraction of ARPES samples",
+        "Version": 1,
+    }
+
+    with sqlite3.connect(":memory:") as connection:
+        ensure_schema(connection)
+        sync_beamline(
+            connection,
+            beamline="12.3.2",
+            esafs=[esaf],
+            synced_at="2026-04-04T00:00:00+00:00",
+        )
+
+        beamline_row = connection.execute(
+            "SELECT name, esaf_count FROM beamline"
+        ).fetchone()
+        assert beamline_row == ("12.3.2", 1)
+
+        esaf_row = connection.execute(
+            "SELECT beamline_name, pi_user_key, exp_lead_user_key "
+            "FROM esaf WHERE esaf_id = 36017"
+        ).fetchone()
+        assert esaf_row == ("12.3.2", "alsid:11525", "alsid:83512")
+
+        user_count = connection.execute("SELECT COUNT(*) FROM user").fetchone()[0]
+        assert user_count == 2
+
+        role_rows = connection.execute(
+            "SELECT user_key, role FROM esaf_user WHERE esaf_id = 36017"
+            "ORDER BY role, user_key"
+        ).fetchall()
+        assert role_rows == [
+            ("alsid:83512", "exp_lead"),
+            ("alsid:11525", "participant"),
+            ("alsid:83512", "participant"),
+            ("alsid:11525", "pi"),
+        ]
+
+
+def test_get_esaf_orcid_map_returns_distinct_orcids_per_esaf() -> None:
+    esaf = {
+        "Beamline": "12.3.2",
+        "Description": "Microdiffraction of ARPES samples",
+        "EsafFriendlyId": "ALS-13362-001",
+        "EsafId": 36017,
+        "ExpLead": {
+            "Alsid": 83512,
+            "Email": "CHu2@lbl.gov",
+            "LbnlId": "070285",
+            "Name": "Cheng Hu",
+            "Orcid": "0000-0003-2335-7806",
+        },
+        "IsExportControlled": "No",
+        "Materials": [],
+        "PI": {
+            "Alsid": 11525,
+            "Email": "erotenberg@lbl.gov",
+            "LbnlId": "275451",
+            "Name": "Eli Rotenberg",
+            "Orcid": "0000-0002-3979-8844",
+        },
+        "Participants": [
+            {
+                "Alsid": 83512,
+                "Email": "CHu2@lbl.gov",
+                "LbnlId": "070285",
+                "Name": "Cheng Hu",
+                "Orcid": "0000-0003-2335-7806",
+            },
+            {
+                "Alsid": 11525,
+                "Email": "erotenberg@lbl.gov",
+                "LbnlId": "275451",
+                "Name": "Eli Rotenberg",
+                "Orcid": "0000-0002-3979-8844",
+            },
+        ],
+        "ProposalFriendlyId": "ALS-13362",
+        "ProposalId": 19907,
+        "ScheduledEvents": [],
+        "Status": "Draft",
+        "Title": "Microdiffraction of ARPES samples",
+        "Version": 1,
+    }
+
+    with sqlite3.connect(":memory:") as connection:
+        ensure_schema(connection)
+        sync_beamline(
+            connection,
+            beamline="12.3.2",
+            esafs=[esaf],
+            synced_at="2026-04-04T00:00:00+00:00",
+        )
+
+        assert get_esaf_orcid_map(connection) == {
+            "ALS-13362-001": [
+                "0000-0002-3979-8844",
+                "0000-0003-2335-7806",
+            ]
+        }

From 60cf761b2dceecc03b0ca6f2ed68791d58e7ea7e Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Tue, 28 Apr 2026 11:50:13 -0700
Subject: [PATCH 07/31] update for pixi

---
 README.md | 111 +++++++++++++++++++-----------------------------------
 1 file changed, 38 insertions(+), 73 deletions(-)

diff --git a/README.md b/README.md
index 9744e4b..d897879 100755
--- a/README.md
+++ b/README.md
@@ -10,9 +10,9 @@ This project provides a specialized Tiled server configuration for managing scie
 
 - Built on the robust Tiled framework
 - Docker containerization for easy deployment
-- Support for Python 3.11 and 3.12
+- Support for Python 3.13
 - Comprehensive CI/CD pipeline with GitHub Actions
-- Pre-configured development environment
+- Reproducible development environment managed with [Pixi](https://pixi.sh/)
 
 ## Quick Start
 
@@ -30,121 +30,86 @@ docker run -p 8000:8000 splash_tiled
 
 ```bash
 # Clone the repository
-git clone https://github.com/als-lbl/splash_tiled.git
+git clone https://github.com/als-computing/splash_tiled.git
 cd splash_tiled
 
-# Install in development mode
-pip install -e .[dev]
+# Install and activate the environment
+pixi install
+pixi shell
 
-# Run the application
-als-tiled
+# Run tests
+pixi run test
 ```
 
 ## Installation
 
 ### Requirements
 
-- Python 3.11 or 3.12
+- [Pixi](https://pixi.sh/) (recommended)
+- Python 3.13
 - Docker (for containerized deployment)
 
-### From Source
+### With Pixi (recommended)
 
 ```bash
-pip install -e .
-```
-
-### Development Installation
+# Install Pixi if needed
+curl -sSf https://pixi.sh/install.sh | bash
 
-```bash
-pip install -e .[dev]
+# Install all dependencies
+pixi install
 ```
 
-This installs additional development dependencies including:
-- pytest for testing
-- black for code formatting
-- isort for import sorting
-- flake8 for linting
-- mypy for type checking
-- pre-commit for git hooks
+Pixi manages all dependencies (including Python 3.13) and installs the package in editable mode automatically.
 
 ## Development
 
+This project uses [Pixi](https://pixi.sh/) for reproducible environments.
 
-### Using Pixi for Development
-
-This project supports [Pixi](https://pixi.sh/) for reproducible Python environments. Pixi handles dependency management and environment setup automatically.
+### Setup
 
-#### Setting up with Pixi
-
-1. Install Pixi (if you don't have it):
-   ```bash
-   curl -sSf https://pixi.sh/install.sh | bash
-   # Or see https://pixi.sh/docs/install/ for other methods
-   ```
-2. Create and activate the development environment:
-   ```bash
-   pixi install
-   pixi shell
-   ```
-3. (Optional) To update dependencies:
-   ```bash
-   pixi update
-   ```
+```bash
+# Install Pixi if you don't have it
+curl -sSf https://pixi.sh/install.sh | bash
 
-#### Running Tests with Pixi
+# Install the environment
+pixi install
 
-```bash
-pixi run test
+# Start a shell in the environment
+pixi shell
 ```
 
-#### Running Code Quality Checks with Pixi
-
+To update dependencies:
 ```bash
-pixi run lint      # Run all linters
-pixi run format    # Format code with black and isort
-pixi run typecheck # Run mypy type checks
+pixi update
 ```
 
-You can also run any tool in the environment with `pixi run <tool>` (e.g., `pixi run pytest`).
-
-For more, see the [Pixi documentation](https://pixi.sh/docs/).
-
 ### Running Tests
 
 ```bash
-# Run all tests
-pytest
-
-# Run tests with coverage
-pytest --cov=splash_tiled
+# Run all tests with coverage
+pixi run test
 
-# Run specific test file
-pytest tests/test_main.py
+# Or run pytest directly inside a pixi shell
+pytest tests/test_specific.py
 ```
 
 ### Code Quality
 
-The project uses several tools to maintain code quality:
+The project uses Black, isort, flake8, and mypy for code quality.
 
-- **Black**: Code formatting
-- **isort**: Import sorting
-- **flake8**: Linting
-- **mypy**: Type checking
-
-Run all quality checks:
 ```bash
-black src tests
-isort src tests
-flake8 src tests
-mypy src
+pixi run lint      # Check formatting, imports, style, and types
+pixi run format    # Auto-format code with black and isort
 ```
 
+For more, see the [Pixi documentation](https://pixi.sh/docs/).
+
 ## Docker
 
 ### Building the Image
 
 ```bash
-docker build -t splash_tiled -f .Containerfile .
+docker build -t splash_tiled -f Containerfile .
 ```
 
 ### Running the Container
@@ -165,7 +130,7 @@ docker run -p 8000:8000 -v /path/to/data:/data splash_tiled
 The project includes a comprehensive GitHub Actions workflow that:
 
 1. **Linting**: Runs code quality checks (black, isort, flake8, mypy)
-2. **Testing**: Executes the test suite across Python 3.11 and 3.12
+2. **Testing**: Executes the test suite with Python 3.13
 3. **Building**: Creates Docker images for multiple architectures
 4. **Publishing**: Pushes images to GitHub Container Registry
 

From 7d4274aca503dde748f2939a42383ae51898da29 Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Tue, 28 Apr 2026 11:53:56 -0700
Subject: [PATCH 08/31] add beamline staff to tags

---
 src/splash_tiled/access_control/tiled_tags.py |  6 +-
 .../access_control/user_office.py             | 96 +++++++++++++++++++
 tests/test_user_office.py                     | 34 +++++++
 3 files changed, 135 insertions(+), 1 deletion(-)

diff --git a/src/splash_tiled/access_control/tiled_tags.py b/src/splash_tiled/access_control/tiled_tags.py
index 184115d..408383c 100644
--- a/src/splash_tiled/access_control/tiled_tags.py
+++ b/src/splash_tiled/access_control/tiled_tags.py
@@ -9,6 +9,7 @@
 from tiled.access_control.scopes import ALL_SCOPES
 
 from splash_tiled.access_control.user_office import (
+    get_beamline_staff_group_map,
     get_esaf_friendly_ids_by_beamline,
     get_esaf_orcid_map,
 )
@@ -35,8 +36,11 @@ def get_default_generated_tag_definitions_path() -> Path:
 def load_esaf_groups(esaf_db_path: Path) -> dict[str, list[str]]:
     with sqlite3.connect(esaf_db_path) as connection:
         groups = get_esaf_orcid_map(connection)
+        beamline_staff_groups = get_beamline_staff_group_map(connection)
         for beamline_name in get_esaf_friendly_ids_by_beamline(connection):
-            groups.setdefault(f"{beamline_name}-staff", [])
+            groups[f"{beamline_name}-staff"] = beamline_staff_groups.get(
+                beamline_name, []
+            )
         return groups
 
 
diff --git a/src/splash_tiled/access_control/user_office.py b/src/splash_tiled/access_control/user_office.py
index 4714748..603a8d1 100644
--- a/src/splash_tiled/access_control/user_office.py
+++ b/src/splash_tiled/access_control/user_office.py
@@ -14,6 +14,7 @@
 import typer
 
 DEFAULT_API_URL = "https://als-esaf.als.lbl.gov/EsafInformation/GetEsaf"
+DEFAULT_STAFF_API_URL = "https://alsusweb.lbl.gov/GetStaffByBeamline/"
 
 
 class Beamline(StrEnum):
@@ -176,6 +177,12 @@ def ensure_schema(connection: sqlite3.Connection) -> None:
             CHECK (role IN ('participant', 'pi', 'exp_lead'))
         );
 
+        CREATE TABLE IF NOT EXISTS beamline_staff_user (
+            beamline_name TEXT NOT NULL,
+            user_name TEXT NOT NULL,
+            PRIMARY KEY (beamline_name, user_name)
+        );
+
         CREATE INDEX IF NOT EXISTS idx_esaf_beamline_name
         ON esaf (beamline_name);
 
@@ -276,6 +283,78 @@ def print_report(rows: list[dict[str, str]], elapsed_seconds: float) -> None:
     typer.echo(f"Total time: {elapsed_seconds:.2f} seconds")
 
 
+def fetch_beamline_staff(
+    client: httpx.Client,
+    api_url: str = DEFAULT_STAFF_API_URL,
+) -> list[dict[str, Any]]:
+    """Fetch all beamline staff from the ALS staff API.
+
+    Returns the raw list of ``{"Beamline": ..., "Staff": [...]}`` records.
+    """
+    response = client.get(api_url, params={"bl": "all"})
+    response.raise_for_status()
+    payload = response.json()
+    if not isinstance(payload, list):
+        raise ValueError(
+            f"Expected list response from staff API, got {type(payload)!r}"
+        )
+    return payload
+
+
+def get_beamline_staff_groups(
+    staff_data: list[dict[str, Any]],
+) -> dict[str, list[str]]:
+    """Build a mapping of beamline name -> list of member emails.
+
+    Every person who appears in a beamline's Staff list is included as a
+    member of that beamline's group, identified by their (normalised) email
+    address.  Entries without a usable email are skipped.
+    """
+    groups: dict[str, list[str]] = {}
+    for entry in staff_data:
+        beamline_name = normalize_text(entry.get("Beamline"))
+        if not beamline_name:
+            continue
+        members: set[str] = set()
+        for person in entry.get("Staff") or []:
+            email = normalize_email(person.get("Email"))
+            if email:
+                members.add(email)
+        groups[beamline_name] = sorted(members)
+    return groups
+
+
+def sync_beamline_staff_groups(
+    connection: sqlite3.Connection,
+    groups: dict[str, list[str]],
+) -> None:
+    rows = [
+        (beamline_name, user_name)
+        for beamline_name, members in groups.items()
+        for user_name in members
+    ]
+    connection.execute("DELETE FROM beamline_staff_user")
+    connection.executemany(
+        "INSERT INTO beamline_staff_user (beamline_name, user_name) VALUES (?, ?)",
+        sorted(set(rows)),
+    )
+
+
+def get_beamline_staff_group_map(
+    connection: sqlite3.Connection,
+) -> dict[str, list[str]]:
+    rows = connection.execute("""
+        SELECT beamline_name, user_name
+        FROM beamline_staff_user
+        ORDER BY beamline_name, user_name
+        """).fetchall()
+
+    groups: dict[str, list[str]] = {}
+    for beamline_name, user_name in rows:
+        groups.setdefault(beamline_name, []).append(user_name)
+    return groups
+
+
 def get_esaf_orcid_map(connection: sqlite3.Connection) -> dict[str, list[str]]:
     rows = connection.execute("""
         SELECT DISTINCT e.esaf_friendly_id, u.orcid
@@ -523,6 +602,19 @@ def run(
     with httpx.Client(timeout=timeout, follow_redirects=True) as client:
         with sqlite3.connect(db_path) as connection:
             ensure_schema(connection)
+            try:
+                staff_data = fetch_beamline_staff(client)
+                staff_groups = get_beamline_staff_groups(staff_data)
+                sync_beamline_staff_groups(connection, staff_groups)
+                typer.echo(
+                    "Stored beamline staff groups " f"for {len(staff_groups)} beamlines"
+                )
+            except httpx.HTTPError as error:
+                typer.echo(
+                    f"Failed to fetch beamline staff groups: "
+                    f"{format_http_error(error)}",
+                    err=True,
+                )
             try:
                 with typer.progressbar(
                     beamlines, label="Beamlines"
@@ -641,3 +733,7 @@ def cli(
 
 def main() -> None:
     app()
+
+
+if __name__ == "__main__":
+    main()
diff --git a/tests/test_user_office.py b/tests/test_user_office.py
index 07bbc7c..7e499ec 100644
--- a/tests/test_user_office.py
+++ b/tests/test_user_office.py
@@ -2,8 +2,11 @@
 
 from splash_tiled.access_control.user_office import (
     ensure_schema,
+    get_beamline_staff_group_map,
+    get_beamline_staff_groups,
     get_esaf_orcid_map,
     sync_beamline,
+    sync_beamline_staff_groups,
     user_key,
 )
 
@@ -164,3 +167,34 @@ def test_get_esaf_orcid_map_returns_distinct_orcids_per_esaf() -> None:
                 "0000-0003-2335-7806",
             ]
         }
+
+
+def test_sync_beamline_staff_groups_persists_email_members() -> None:
+    staff_payload = [
+        {
+            "Beamline": "9.3.2",
+            "Staff": [
+                {"Email": "ejcrumlin@lbl.gov"},
+                {"Email": "snemsak@lbl.gov"},
+                {"Email": "EJCRUMLIN@LBL.GOV"},
+                {"Email": "  "},
+            ],
+        },
+        {
+            "Beamline": "12.3.2",
+            "Staff": [
+                {"Email": "mblum@lbl.gov"},
+            ],
+        },
+    ]
+
+    groups = get_beamline_staff_groups(staff_payload)
+
+    with sqlite3.connect(":memory:") as connection:
+        ensure_schema(connection)
+        sync_beamline_staff_groups(connection, groups)
+
+        assert get_beamline_staff_group_map(connection) == {
+            "12.3.2": ["mblum@lbl.gov"],
+            "9.3.2": ["ejcrumlin@lbl.gov", "snemsak@lbl.gov"],
+        }

From c02a60af4b4bfc0ef1ccd3cfffecd8dd66e569ca Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Tue, 28 Apr 2026 18:42:42 -0700
Subject: [PATCH 09/31] add testing

---
 .flake8                                       |    2 +
 .gitignore                                    |    5 +
 .pre-commit-config.yaml                       |    2 +-
 Containerfile                                 |   14 +-
 README.md                                     |   35 +
 TAGS.md                                       |  239 +
 docker-compose.yaml                           |   81 +
 example_configs/bl733/config.yaml             |   21 -
 pixi.lock                                     | 5630 +++++++++++++++--
 pixi.toml                                     |   22 +-
 pyproject.toml                                |    1 +
 pytest.ini                                    |    2 +
 scripts/seed_dev_catalog.py                   |  284 +
 scripts/sync_loop.sh                          |    4 +
 scripts/sync_scheduler.py                     |  217 +
 scripts/tiled_start.sh                        |    4 +
 ...initions.yml => tag_definitions_stub.yaml} |   14 +-
 src/splash_tiled/access_control/tiled_tags.py |   26 +-
 .../access_control/user_office.py             |    3 +
 tests/test_tiled_tags.py                      |  198 +-
 tests/test_user_office.py                     |    2 +-
 tests/test_user_office_integration.py         |   99 +
 tiled_config/config.yaml                      |   45 +
 tiled_config/config_compose.yaml              |   31 +
 24 files changed, 6362 insertions(+), 619 deletions(-)
 create mode 100644 .flake8
 create mode 100644 TAGS.md
 create mode 100644 docker-compose.yaml
 delete mode 100644 example_configs/bl733/config.yaml
 create mode 100644 scripts/seed_dev_catalog.py
 create mode 100644 scripts/sync_loop.sh
 create mode 100644 scripts/sync_scheduler.py
 create mode 100644 scripts/tiled_start.sh
 rename src/splash_tiled/access_control/{tag_definitions.yml => tag_definitions_stub.yaml} (61%)
 create mode 100644 tests/test_user_office_integration.py
 create mode 100644 tiled_config/config.yaml
 create mode 100644 tiled_config/config_compose.yaml

diff --git a/.flake8 b/.flake8
new file mode 100644
index 0000000..6deafc2
--- /dev/null
+++ b/.flake8
@@ -0,0 +1,2 @@
+[flake8]
+max-line-length = 120
diff --git a/.gitignore b/.gitignore
index 90785cd..2765f5e 100755
--- a/.gitignore
+++ b/.gitignore
@@ -182,4 +182,9 @@ ehthumbs.db
 *.nc
 *.zarr/
 *.sqlite3
+*.sqlite
+*.db
+*.sqlite-*
+*.sqlite3-*
 tag_definitions.generated.yml
+data/
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 7a5a2f8..05bd414 100755
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -26,7 +26,7 @@ repos:
     rev: 7.3.0
     hooks:
       - id: flake8
-        args: [--max-line-length=88, --extend-ignore=E203]
+        args: [--max-line-length=120, --extend-ignore=E203]
 
   - repo: https://github.com/pre-commit/mirrors-mypy
     rev: v1.19.1
diff --git a/Containerfile b/Containerfile
index 7ac25f2..426acf9 100755
--- a/Containerfile
+++ b/Containerfile
@@ -1,12 +1,16 @@
 FROM ghcr.io/bluesky/tiled:0.2.8 AS base
 
-USER root
-
-RUN apt-get update && rm -rf /var/lib/apt/lists/*
+# uv is a statically-linked Rust binary — no shared-library mprotect call,
+# so it works under rootless Podman where `pip` (glibc RELRO) fails.
+COPY --from=ghcr.io/astral-sh/uv:latest /uv /usr/local/bin/uv
 
 USER app
+ENV PATH=/app/bin:$PATH
+ENV PYTHONPATH=/app/src:/tiled_deploy/config
 
 COPY --chown=app:app pyproject.toml README.md ./
 COPY --chown=app:app src/ ./src/
-RUN python -m ensurepip
-RUN python -m pip install --upgrade --no-cache-dir ".[bl733]"
+RUN uv pip install --python /app/bin/python --no-cache ".[bl733]"
+COPY --chown=app:app scripts/ ./scripts/
+COPY --chown=app:app src/splash_tiled/bl733/adapters/edf.py /tiled_deploy/config/custom/edf.py
+COPY --chown=app:app src/splash_tiled/bl733/adapters/gb.py /tiled_deploy/config/custom/gb.py
diff --git a/README.md b/README.md
index d897879..f7f26d8 100755
--- a/README.md
+++ b/README.md
@@ -125,6 +125,41 @@ docker run -p 8000:8000 -e TILED_SERVER_ENABLE_ORIGINS=* splash_tiled
 docker run -p 8000:8000 -v /path/to/data:/data splash_tiled
 ```
 
+### Developer Compose Stack
+
+For access-control testing, use the compose stack in
+`docker-compose.dev.yaml`. It starts:
+
+- `tiled`: Tiled server from the project `Containerfile`
+- `sync-worker`: ESAF + staff sync loop from the same image, running on an interval
+- `seed-data`: one-shot service that creates a `beamlines` container with
+   beamline containers, ESAF containers, and array nodes with different
+   `access_blob.tags`
+
+Start server + sync worker:
+
+```bash
+docker compose -f docker-compose.dev.yaml up --build -d tiled sync-worker
+```
+
+Seed the catalog data:
+
+```bash
+docker compose -f docker-compose.dev.yaml run --rm seed-data
+```
+
+Adjust sync cadence and target beamlines via environment variables in
+`docker-compose.dev.yaml`:
+
+- `SYNC_CRON` (for example: `*/5 * * * *`)
+- `BEAMLINES` (comma-separated list or `all`)
+
+Stop everything:
+
+```bash
+docker compose -f docker-compose.dev.yaml down
+```
+
 ## CI/CD
 
 The project includes a comprehensive GitHub Actions workflow that:
diff --git a/TAGS.md b/TAGS.md
new file mode 100644
index 0000000..8aeb3b8
--- /dev/null
+++ b/TAGS.md
@@ -0,0 +1,239 @@
+# Access Control: Tags
+
+This package implements tag-based access control for the Tiled catalog. Access to
+nodes (arrays, containers) is governed by **tags** that are compiled into a SQLite
+database and loaded by Tiled at startup.
+
+---
+
+## Definitions
+
+### Role
+
+A named set of Tiled scopes. Two roles are defined in
+[`tag_definitions_stub.yaml`](src/splash_tiled/access_control/tag_definitions_stub.yaml):
+
+| Role | Scopes |
+|---|---|
+| `facility_user` | `read:data`, `read:metadata` |
+| `facility_admin` | read + write + delete + create + register |
+
+### Tag
+
+A named group of principals (users or ORCID groups) and the role they hold within
+that tag. A node in the catalog is tagged by attaching one or more tag names to it;
+only principals that are members of those tags can access the node.
+
+```yaml
+# Example: everyone in the SB-01482-001 ESAF group gets read access
+SB-01482-001:
+  groups:
+    - name: SB-01482-001   # resolved to a list of ORCIDs at compile time
+      role: facility_user
+```
+
+### Auto-tag
+
+A list of additional tags that are automatically applied whenever a node is tagged
+with a given tag. If a node is tagged with `SB-01482-001`, Tiled also applies every
+tag listed under its `auto_tags`, without the data writer having to name them
+explicitly.
+
+```yaml
+SB-01482-001:
+  auto_tags:
+    - name: data_admin       # data admins automatically see every ESAF node
+    - name: 12.3.2-staff     # beamline staff automatically see their own ESAFs
+```
+
+### Tag owner
+
+A set of principals that are allowed to *apply* a tag to a node. Defined in
+`tag_owners`. If omitted for a tag, only Tiled admins can apply it.
+
+### Compiled tags database
+
+`compiled_tags.sqlite` — the output of the `tiled_tags compile` command. It
+resolves every group name to a concrete list of user identities (ORCIDs) and stores
+the results in a form that Tiled can query at request time. Tiled reloads this file
+automatically; no server restart is required after a recompile.
+
+---
+
+## How tags are used for proposals, staff, and auto-tags
+
+### ESAF / proposal tags
+
+Each ESAF (Experiment Safety Approval Form) is identified by a **friendly ID** such
+as `SB-01482-001`. During compilation, one tag is emitted per ESAF:
+
+```yaml
+SB-01482-001:
+  groups:
+    - name: SB-01482-001    # ESAF participants (resolved from User Office)
+      role: facility_user
+    - name: 12.3.2-staff    # beamline staff also get read access
+      role: facility_user
+  auto_tags:
+    - name: data_admin      # site-wide data admins always inherit access
+    - name: 12.3.2-staff    # beamline staff tag applied automatically
+```
+
+A data writer tags a node with `SB-01482-001`. Tiled then grants read access to:
+- every participant listed in that ESAF (resolved via their ORCID)
+- every staff member of beamline `12.3.2`
+- everyone in the `data_admin` tag
+
+### Beamline staff tags
+
+Each beamline gets an explicit staff tag of the form `<beamline>-staff` (e.g.
+`12.3.2-staff`). The group is populated from the User Office "beamline staff"
+endpoint and compiled to a list of ORCIDs.
+
+```yaml
+12.3.2-staff:
+  groups:
+    - name: 12.3.2-staff
+      role: facility_user
+```
+
+Staff tags can be applied directly to a node to grant access without requiring an
+ESAF — for example, internal beamline commissioning data. They are also applied
+automatically via `auto_tags` on every ESAF tag for that beamline (see above).
+
+### Static / administrative tags
+
+Tags such as `data_admin` are defined statically in
+[`tag_definitions_stub.yaml`](src/splash_tiled/access_control/tag_definitions_stub.yaml) and list named users rather than
+dynamically resolved groups:
+
+```yaml
+data_admin:
+  users:
+    - name: cara
+      role: facility_admin
+```
+
+These are merged verbatim into the generated YAML and compiled alongside the
+dynamic ESAF/staff tags.
+
+### Tag flow summary
+
+```
+node tagged with SB-01482-001
+        │
+        ├─ SB-01482-001 group  →  ESAF participants  (facility_user)
+        ├─ 12.3.2-staff group  →  beamline staff     (facility_user)
+        │
+        └─ auto_tags applied automatically:
+               data_admin      →  site admins        (facility_admin)
+               12.3.2-staff    →  beamline staff     (facility_user)
+```
+
+---
+
+## How to run an update
+
+Updates are normally performed automatically by the `sync-worker` container on the
+schedule configured by `SYNC_CRON`. The steps below show how to trigger a manual
+update from the host or inside a container.
+
+### Step 1 — Sync ESAFs and staff from the User Office API
+
+```bash
+python -m splash_tiled.access_control.user_office \
+    --beamline 12.3.2 --beamline 9.3.2 --beamline 7.0.2 \
+    --db-path data/esafs.sqlite3 \
+    --api-url https://als-esaf.als.lbl.gov/EsafInformation/GetEsaf
+```
+
+Use `--all` instead of individual `--beamline` flags to sync every beamline. This
+writes ESAF and staff records to `esafs.sqlite3`.
+
+### Step 2 — Compile tags
+
+```bash
+python -m splash_tiled.access_control.tiled_tags compile \
+    --esaf-sqlite-path    data/esafs.sqlite3 \
+    --tag-definitions-path src/splash_tiled/access_control/tag_definitions_stub.yaml \
+    --generated-yaml-path data/tag_definitions.generated.yml \
+    --output-sqlite-path  data/compiled_tags.sqlite
+```
+
+This command:
+1. Reads `esafs.sqlite3` to build per-ESAF and per-beamline-staff tags.
+2. Merges them with the static definitions in `tag_definitions_stub.yaml`.
+3. Writes the merged YAML to `tag_definitions.generated.yml` (useful for
+   inspection and debugging).
+4. Compiles the YAML into `compiled_tags.sqlite`, resolving all group names to
+   ORCID lists.
+
+Tiled picks up the new `compiled_tags.sqlite` automatically — no restart needed.
+
+### Using podman-compose (inside the sync-worker container)
+
+```bash
+podman-compose run --rm --no-deps sync-worker \
+    python -m splash_tiled.access_control.tiled_tags compile \
+        --esaf-sqlite-path    /app/data/esafs.sqlite3 \
+        --tag-definitions-path /app/src/splash_tiled/access_control/tag_definitions_stub.yaml \
+        --generated-yaml-path /app/data/tag_definitions.generated.yml \
+        --output-sqlite-path  /app/data/compiled_tags.sqlite
+```
+
+### Verifying the result
+
+```bash
+# Check compiled staff tags
+sqlite3 data/compiled_tags.sqlite \
+    "SELECT name FROM tags WHERE name LIKE '%-staff' ORDER BY name"
+
+# Count all compiled tags
+sqlite3 data/compiled_tags.sqlite "SELECT COUNT(*) FROM tags"
+
+# Inspect a specific proposal's owners
+sqlite3 data/compiled_tags.sqlite \
+    "SELECT u.name FROM tags t
+     JOIN tags_users_scopes tus ON tus.tag_id = t.id
+     JOIN users u ON u.id = tus.user_id
+     WHERE t.name = 'SB-01482-001' LIMIT 20"
+```
+
+### Environment variables (sync-worker)
+
+| Variable | Default | Description |
+|---|---|---|
+| `SYNC_CRON` | — | Cron expression for automatic sync (required) |
+| `BEAMLINES` | `12.3.2,9.3.2,7.0.2` | Comma-separated beamline list, or `all` |
+| `ESAF_DB_PATH` | `/app/tags/esafs.sqlite3` | Path to the ESAF SQLite database |
+| `TAGS_TEMPLATE` | `/app/src/.../tag_definitions_stub.yaml` | Static tag definitions template |
+| `GENERATED_TAGS_YAML` | `/app/tags/tag_definitions.generated.yml` | Generated YAML output path |
+| `COMPILED_TAGS_DB` | `/app/tags/compiled_tags.sqlite` | Compiled tags output path |
+
+---
+
+## How to run the integration test
+
+An integration test is provided to verify that the tag compilation process works end-to-end with live data from the User Office API. This test is **skipped by default** to avoid hitting external services during normal test runs.
+
+To run the integration test:
+
+1. Ensure you have network access to the User Office API and any required credentials or environment variables set (see project README for details).
+2. Run pytest with the `--user-office` marker enabled:
+
+  ```bash
+  pixi run pytest -m user_office
+  ```
+
+  Or, if running directly:
+
+  ```bash
+  pytest -m user_office
+  ```
+
+3. The test is located in `tests/test_user_office_integration.py`. It will call the User Office API, trigger tag compilation, and check that the expected tags appear in the compiled tags database.
+
+**Note:**
+- The test will be skipped unless you pass `-m user_office` to pytest.
+- This test is intended for development and CI environments where live API access is available and permitted.
+- For most development, the unit tests (which do not require live API access) are sufficient.
diff --git a/docker-compose.yaml b/docker-compose.yaml
new file mode 100644
index 0000000..fa5d6c3
--- /dev/null
+++ b/docker-compose.yaml
@@ -0,0 +1,81 @@
+services:
+  tiled:
+    build:
+      context: .
+      dockerfile: Containerfile
+      security_opt:
+        - label=disable
+    userns_mode: keep-id
+    env_file:
+      - .env
+    user: "${UID:-1000}:${GID:-1000}"
+    security_opt:  #  for podman on SELinux systems, may be ignored in other environments
+      - label=disable
+    command:
+      - bash
+      - /app/scripts/tiled_start.sh
+      - /tiled_deploy/config
+      - --host
+      - 0.0.0.0
+      - --port
+      - "8000"
+    ports:
+      - "8000:8000"
+    volumes:
+      - ./data:/app/data:rw,Z
+      - ./tags:/app/tags:rw,Z
+      - ./tiled_config/config.yaml:/tiled_deploy/config/config.yaml:ro
+    restart: unless-stopped
+
+  sync-worker:
+    build:
+      context: .
+      dockerfile: Containerfile
+      security_opt:
+        - label=disable
+    userns_mode: keep-id
+    user: "${UID:-1000}:${GID:-1000}"
+    security_opt:
+      - label=disable
+    command:
+      - bash
+      - /app/scripts/sync_loop.sh
+    environment:
+      SYNC_CRON: "*/5 * * * *"
+      BEAMLINES: "12.3.2,9.3.2,7.0.2"
+      ESAF_DB_PATH: /app/data/esafs.sqlite3
+      COMPILED_TAGS_DB: /app/data/compiled_tags.sqlite
+      GENERATED_TAGS_YAML: /app/data/tag_definitions.generated.yml
+      TAGS_TEMPLATE: /app/src/splash_tiled/access_control/tag_definitions_stub.yaml
+    volumes:
+      - ./data:/app/data:rw,Z
+    depends_on:
+      - tiled
+    restart: unless-stopped
+
+  seed-data:
+    build:
+      context: .
+      dockerfile: Containerfile
+      security_opt:
+        - label=disable
+    userns_mode: keep-id
+    user: "${UID:-1000}:${GID:-1000}"
+    security_opt:
+      - label=disable
+    command:
+      - python
+      - /app/scripts/seed_dev_catalog.py
+      - --uri
+      - http://tiled:8000
+      - --wait-seconds
+      - "90"
+    volumes:
+      - ./data:/app/data:rw,Z
+      - ./tags:/app/tags:ro,Z
+    depends_on:
+      - tiled
+    environment:
+      ALICE_PASSWORD: ${ALICE_PASSWORD}
+      COMPILED_TAGS_DB: /app/data/compiled_tags.sqlite
+    restart: "no"
diff --git a/example_configs/bl733/config.yaml b/example_configs/bl733/config.yaml
deleted file mode 100644
index 1e0f470..0000000
--- a/example_configs/bl733/config.yaml
+++ /dev/null
@@ -1,21 +0,0 @@
-file_extensions:
-  edf: application/x-edf
-  gb: application/x-gb
-
-# Placeholder for future exporters that would allow download of arrays as edf or gb
-# To be determined if this should include download of metadata as txt files
-#media_types:
-#  array:
-#    application/x-edf: splash_tiled.bl733.adapters.edf:export_edf
-#    application/x-gb: splash_tiled.bl733.adapters.gb:export_gb
-
-trees:
-  - path: /
-    tree: tiled.catalog:from_uri
-    args:
-      uri: ./data/catalog.db
-      readable_storage: [./data]
-      init_if_not_exists: true
-      adapters_by_mimetype:
-        application/x-edf: splash_tiled.bl733.adapters.edf:EDFAdapter
-        application/x-gb: splash_tiled.bl733.adapters.gb:GeneralBinaryPilatus2MAdapter
diff --git a/pixi.lock b/pixi.lock
index a288b47..2c424de 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -8,7 +8,6 @@ environments:
     packages:
       linux-64:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/_python_abi3_support-1.0-hd8ed1ab_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/_x86_64-microarch-level-1-3_x86_64.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/adbc-driver-manager-1.10.0-py313h7033f15_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/adbc-driver-postgresql-1.10.0-pyha770c72_0.conda
@@ -21,12 +20,10 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/anyio-4.13.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/aom-3.9.1-hac33072_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/appdirs-1.4.4-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/apscheduler-3.11.2-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/argon2-cffi-25.1.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/argon2-cffi-bindings-25.1.0-py313h07c4f96_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/arrow-1.4.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/asgi-correlation-id-4.3.3-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/asttokens-3.0.1-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/async-lru-2.3.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/async-timeout-5.0.1-pyhcf101f3_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/asyncpg-0.31.0-py313h54dd161_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/attrs-26.1.0-pyhcf101f3_0.conda
@@ -50,13 +47,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/azure-storage-blobs-cpp-12.16.0-hdd73cc9_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/azure-storage-common-cpp-12.12.0-ha7a2c86_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/azure-storage-files-datalake-cpp-12.14.0-h52c5a47_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/babel-2.18.0-pyhcf101f3_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/backports.asyncio.runner-1.2.0-pyh5ded981_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/backports.zstd-1.3.0-py313h18e8e13_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/beautifulsoup4-4.14.3-pyha770c72_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/black-26.3.1-pyh866005b_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/bleach-6.3.0-pyhcf101f3_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/bleach-with-css-6.3.0-hbca2aae_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/blosc-1.21.6-he440d0b_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/bokeh-3.9.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-python-1.2.0-py313hf159716_1.conda
@@ -71,27 +62,18 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/canonicaljson-2.0.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/certifi-2026.2.25-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/cffi-2.0.0-py313hf46b229_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/cfgv-3.5.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/charls-2.4.3-hecca717_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.6-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/click-8.3.1-pyh8f84b5b_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/cloudpickle-3.1.2-pyhcf101f3_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/colorama-0.4.6-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/comm-0.2.3-pyhe01879c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/contourpy-1.3.3-py313hc8edb43_4.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/coverage-7.13.5-py313h3dea7bd_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/cpython-3.13.12-py313hd8ed1ab_100.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/cryptography-46.0.5-py313heb322e3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/cyrus-sasl-2.1.28-hac629b4_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/cytoolz-1.1.0-py313h07c4f96_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/dask-2026.3.0-pyhc364b38_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/dask-core-2026.3.0-pyhc364b38_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/dav1d-1.2.1-hd590300_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/debugpy-1.8.20-py313h5d5ffb9_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/decorator-5.2.1-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/defusedxml-0.7.1-pyhd8ed1ab_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/deprecated-1.3.1-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/distlib-0.4.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/distributed-2026.3.0-pyhc364b38_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/dnspython-2.8.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/donfig-0.8.1.post1-pyhd8ed1ab_1.conda
@@ -101,14 +83,10 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/entrypoints-0.4-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/et_xmlfile-2.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/exceptiongroup-1.3.1-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/executing-2.2.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/fabio-2025.10.0-py313h29aa505_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/fastapi-0.135.2-hc25896d_0.conda
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       - conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2026.3.0-pyhd8ed1ab_0.conda
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   license_family: MIT
   size: 293039
   timestamp: 1768184778398
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/lcms2-2.19-h9d5b58d_0.conda
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+  md5: 6bc596d689e559787079968b885e75d8
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+  - libtiff >=4.7.1,<4.8.0a0
+  license: MIT
+  license_family: MIT
+  size: 296089
+  timestamp: 1777250554544
 - conda: https://conda.anaconda.org/conda-forge/osx-64/lcms2-2.18-h90db99b_0.conda
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@@ -5900,6 +7855,17 @@ packages:
   license_family: MIT
   size: 226870
   timestamp: 1768184917403
+- conda: https://conda.anaconda.org/conda-forge/osx-64/lcms2-2.19-h5ea7634_0.conda
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+  md5: f05fc88b6b2480486c006a9bf04db0b7
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+  - libjpeg-turbo >=3.1.4.1,<4.0a0
+  - libtiff >=4.7.1,<4.8.0a0
+  license: MIT
+  license_family: MIT
+  size: 228812
+  timestamp: 1777250669169
 - conda: https://conda.anaconda.org/conda-forge/osx-arm64/lcms2-2.18-hdfa7624_0.conda
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@@ -5911,6 +7877,17 @@ packages:
   license_family: MIT
   size: 211756
   timestamp: 1768184994800
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/lcms2-2.19-hdfa7624_0.conda
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+  md5: 57baad99764cf6057227e50b11e2ec5b
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+  - __osx >=11.0
+  - libjpeg-turbo >=3.1.4.1,<4.0a0
+  - libtiff >=4.7.1,<4.8.0a0
+  license: MIT
+  license_family: MIT
+  size: 213171
+  timestamp: 1777250779185
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@@ -6040,6 +8017,18 @@ packages:
   license_family: APACHE
   size: 277747
   timestamp: 1767962680623
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libadbc-driver-postgresql-1.11.0-hedb09cf_0.conda
+  sha256: 23e863c6928a2737bb3b70a7ab9d55cf2bb5c803ab64e76b8cf2ca86edab2e43
+  md5: 88be6c4c3b2b6faf489522c1519f9644
+  depends:
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+  - libgcc >=14
+  - libpq >=18.3,<19.0a0
+  - libstdcxx >=14
+  license: Apache-2.0
+  license_family: APACHE
+  size: 285877
+  timestamp: 1775526997865
 - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/libadbc-driver-postgresql-1.10.0-hd3e9c16_0.conda
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@@ -6051,6 +8040,17 @@ packages:
   license_family: APACHE
   size: 310535
   timestamp: 1767962839757
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/libadbc-driver-postgresql-1.2.0-ha63ef31_2.conda
+  sha256: 1228298039fc0b9797dd1fb3cf8b755325baf4f66754378e0f33076f62a31086
+  md5: 3eb9f2813533ea1a3f14747cf65550d4
+  depends:
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+  - libpq >=16.4,<17.0a0
+  - libstdcxx >=13
+  license: Apache-2.0
+  license_family: APACHE
+  size: 205028
+  timestamp: 1725782861480
 - conda: https://conda.anaconda.org/conda-forge/osx-64/libadbc-driver-postgresql-1.10.0-hc76a90b_0.conda
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@@ -6062,6 +8062,17 @@ packages:
   license_family: APACHE
   size: 259159
   timestamp: 1767963191888
+- conda: https://conda.anaconda.org/conda-forge/osx-64/libadbc-driver-postgresql-1.11.0-hbf5c073_0.conda
+  sha256: 8f2a3717355d4bf3b1f2f52c09aa636243d18f028fcf6518aeb3c14381c37fa4
+  md5: 2fefb0582185c8430ef091b01050a84a
+  depends:
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+  - libcxx >=19
+  - libpq >=18.3,<19.0a0
+  license: Apache-2.0
+  license_family: APACHE
+  size: 266473
+  timestamp: 1775631537320
 - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libadbc-driver-postgresql-1.10.0-h217c5a4_0.conda
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@@ -6073,6 +8084,17 @@ packages:
   license_family: APACHE
   size: 236420
   timestamp: 1767963767651
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libadbc-driver-postgresql-1.2.0-h8c87c49_2.conda
+  sha256: 07d31067474cff20b2bcf60ee65ae943e29e1eb6a870104fd08f39d55198b5cd
+  md5: 46e680ac2f036e88267cd4ea0a5d35e6
+  depends:
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+  - libcxx >=17
+  - libpq >=16.4,<17.0a0
+  license: Apache-2.0
+  license_family: APACHE
+  size: 153304
+  timestamp: 1725782915015
 - conda: https://conda.anaconda.org/conda-forge/linux-64/libadbc-driver-sqlite-1.10.0-hcea63bf_0.conda
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@@ -6085,6 +8107,18 @@ packages:
   license_family: APACHE
   size: 194792
   timestamp: 1767962824488
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libadbc-driver-sqlite-1.11.0-hcea63bf_0.conda
+  sha256: 5760877ea412bd04751d35fb12c837402b0adac76bb107198c872990fc5b4091
+  md5: c355d791db5febe0f7b4811c9c8c936d
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+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=14
+  - libsqlite >=3.52.0,<4.0a0
+  - libstdcxx >=14
+  license: Apache-2.0
+  license_family: APACHE
+  size: 201170
+  timestamp: 1775527103879
 - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/libadbc-driver-sqlite-1.10.0-h54c4e81_0.conda
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@@ -6096,6 +8130,17 @@ packages:
   license_family: APACHE
   size: 221402
   timestamp: 1767962988133
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/libadbc-driver-sqlite-1.11.0-h54c4e81_0.conda
+  sha256: 190f43f0d3f6505f87e109fc4e37c431a2c6fc5c2bc2858967900095e0af116d
+  md5: da30d4c475036b3f15cd22bba7c986d8
+  depends:
+  - libgcc >=14
+  - libsqlite >=3.52.0,<4.0a0
+  - libstdcxx >=14
+  license: Apache-2.0
+  license_family: APACHE
+  size: 225650
+  timestamp: 1775527272670
 - conda: https://conda.anaconda.org/conda-forge/osx-64/libadbc-driver-sqlite-1.10.0-h5c786d0_0.conda
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@@ -6107,6 +8152,17 @@ packages:
   license_family: APACHE
   size: 204528
   timestamp: 1767963380767
+- conda: https://conda.anaconda.org/conda-forge/osx-64/libadbc-driver-sqlite-1.11.0-hef19893_0.conda
+  sha256: 7d44fd457493fa68555adb41fbf201729cac4d114f8d11b9c156f12c8c8fbe2a
+  md5: b7c543e750eb0bfd97ef5bda281afcd6
+  depends:
+  - __osx >=12.0
+  - libcxx >=19
+  - libsqlite >=3.52.0,<4.0a0
+  license: Apache-2.0
+  license_family: APACHE
+  size: 209809
+  timestamp: 1775631913845
 - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libadbc-driver-sqlite-1.10.0-hb70094c_0.conda
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@@ -6118,6 +8174,17 @@ packages:
   license_family: APACHE
   size: 189705
   timestamp: 1767963942272
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libadbc-driver-sqlite-1.11.0-h05a11e9_0.conda
+  sha256: 239ac39785543a2002d93bc52ca2c66cbcd7317299e2f436d00339332c4f912e
+  md5: fb4bae1854976fc970feba05b86df0db
+  depends:
+  - __osx >=12.0
+  - libcxx >=19
+  - libsqlite >=3.52.0,<4.0a0
+  license: Apache-2.0
+  license_family: APACHE
+  size: 194181
+  timestamp: 1775632075157
 - conda: https://conda.anaconda.org/conda-forge/linux-64/libaec-1.1.5-h088129d_0.conda
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   md5: 86f7414544ae606282352fa1e116b41f
@@ -6191,11 +8258,47 @@ packages:
   constrains:
   - arrow-cpp <0.0a0
   - parquet-cpp <0.0a0
-  - apache-arrow-proc =*=cpu
+  - apache-arrow-proc =*=cpu
+  license: Apache-2.0
+  license_family: APACHE
+  size: 6492912
+  timestamp: 1774232411616
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libarrow-24.0.0-ha7f89c6_0_cpu.conda
+  sha256: 0117df14b22d795ee56d5fc08ceabc14e12fa9c93d64979e3616260225ed30ca
+  md5: 8aeb79715524b48267068fb0fd185956
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - aws-crt-cpp >=0.37.4,<0.37.5.0a0
+  - aws-sdk-cpp >=1.11.747,<1.11.748.0a0
+  - azure-core-cpp >=1.16.2,<1.16.3.0a0
+  - azure-identity-cpp >=1.13.3,<1.13.4.0a0
+  - azure-storage-blobs-cpp >=12.16.0,<12.16.1.0a0
+  - azure-storage-files-datalake-cpp >=12.14.0,<12.14.1.0a0
+  - bzip2 >=1.0.8,<2.0a0
+  - glog >=0.7.1,<0.8.0a0
+  - libabseil * cxx17*
+  - libabseil >=20260107.1,<20260108.0a0
+  - libbrotlidec >=1.2.0,<1.3.0a0
+  - libbrotlienc >=1.2.0,<1.3.0a0
+  - libgcc >=14
+  - libgoogle-cloud >=3.3.0,<3.4.0a0
+  - libgoogle-cloud-storage >=3.3.0,<3.4.0a0
+  - libopentelemetry-cpp >=1.26.0,<1.27.0a0
+  - libprotobuf >=6.33.5,<6.33.6.0a0
+  - libstdcxx >=14
+  - libzlib >=1.3.2,<2.0a0
+  - lz4-c >=1.10.0,<1.11.0a0
+  - orc >=2.3.0,<2.3.1.0a0
+  - snappy >=1.2.2,<1.3.0a0
+  - zstd >=1.5.7,<1.6.0a0
+  constrains:
+  - apache-arrow-proc =*=cpu
+  - arrow-cpp <0.0a0
+  - parquet-cpp <0.0a0
   license: Apache-2.0
   license_family: APACHE
-  size: 6492912
-  timestamp: 1774232411616
+  size: 6496823
+  timestamp: 1776815770895
 - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/libarrow-23.0.1-h155c802_9_cpu.conda
   build_number: 9
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@@ -6232,6 +8335,41 @@ packages:
   license_family: APACHE
   size: 6061902
   timestamp: 1774230780577
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/libarrow-24.0.0-h155c802_0_cpu.conda
+  sha256: 0d6a022c15f840238f2cb36385cf3d0e125632ea10b31f9695fd78e66d796e3a
+  md5: 11d88a6e4405afea88743a42ca80f5c1
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+  - aws-sdk-cpp >=1.11.747,<1.11.748.0a0
+  - azure-core-cpp >=1.16.2,<1.16.3.0a0
+  - azure-identity-cpp >=1.13.3,<1.13.4.0a0
+  - azure-storage-blobs-cpp >=12.16.0,<12.16.1.0a0
+  - azure-storage-files-datalake-cpp >=12.14.0,<12.14.1.0a0
+  - bzip2 >=1.0.8,<2.0a0
+  - glog >=0.7.1,<0.8.0a0
+  - libabseil * cxx17*
+  - libabseil >=20260107.1,<20260108.0a0
+  - libbrotlidec >=1.2.0,<1.3.0a0
+  - libbrotlienc >=1.2.0,<1.3.0a0
+  - libgcc >=14
+  - libgoogle-cloud >=3.3.0,<3.4.0a0
+  - libgoogle-cloud-storage >=3.3.0,<3.4.0a0
+  - libopentelemetry-cpp >=1.26.0,<1.27.0a0
+  - libprotobuf >=6.33.5,<6.33.6.0a0
+  - libstdcxx >=14
+  - libzlib >=1.3.2,<2.0a0
+  - lz4-c >=1.10.0,<1.11.0a0
+  - orc >=2.3.0,<2.3.1.0a0
+  - snappy >=1.2.2,<1.3.0a0
+  - zstd >=1.5.7,<1.6.0a0
+  constrains:
+  - parquet-cpp <0.0a0
+  - apache-arrow-proc =*=cpu
+  - arrow-cpp <0.0a0
+  license: Apache-2.0
+  license_family: APACHE
+  size: 6071044
+  timestamp: 1776813993148
 - conda: https://conda.anaconda.org/conda-forge/osx-64/libarrow-23.0.1-h6b6ab80_9_cpu.conda
   build_number: 9
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@@ -6268,6 +8406,41 @@ packages:
   license_family: APACHE
   size: 4366438
   timestamp: 1774234243280
+- conda: https://conda.anaconda.org/conda-forge/osx-64/libarrow-24.0.0-h6b6ab80_0_cpu.conda
+  sha256: 8d91eb14157ab1b1fb8a4c5528b3933577b32ce5f8012341c210ca4fbab7ee43
+  md5: 51f6327e1eb538c7db147ada1f6d553c
+  depends:
+  - __osx >=11.0
+  - aws-crt-cpp >=0.37.4,<0.37.5.0a0
+  - aws-sdk-cpp >=1.11.747,<1.11.748.0a0
+  - azure-core-cpp >=1.16.2,<1.16.3.0a0
+  - azure-identity-cpp >=1.13.3,<1.13.4.0a0
+  - azure-storage-blobs-cpp >=12.16.0,<12.16.1.0a0
+  - azure-storage-files-datalake-cpp >=12.14.0,<12.14.1.0a0
+  - bzip2 >=1.0.8,<2.0a0
+  - glog >=0.7.1,<0.8.0a0
+  - libabseil * cxx17*
+  - libabseil >=20260107.1,<20260108.0a0
+  - libbrotlidec >=1.2.0,<1.3.0a0
+  - libbrotlienc >=1.2.0,<1.3.0a0
+  - libcxx >=21
+  - libgoogle-cloud >=3.3.0,<3.4.0a0
+  - libgoogle-cloud-storage >=3.3.0,<3.4.0a0
+  - libopentelemetry-cpp >=1.26.0,<1.27.0a0
+  - libprotobuf >=6.33.5,<6.33.6.0a0
+  - libzlib >=1.3.2,<2.0a0
+  - lz4-c >=1.10.0,<1.11.0a0
+  - orc >=2.3.0,<2.3.1.0a0
+  - snappy >=1.2.2,<1.3.0a0
+  - zstd >=1.5.7,<1.6.0a0
+  constrains:
+  - apache-arrow-proc =*=cpu
+  - arrow-cpp <0.0a0
+  - parquet-cpp <0.0a0
+  license: Apache-2.0
+  license_family: APACHE
+  size: 4370311
+  timestamp: 1776816529249
 - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libarrow-23.0.1-h2124f06_9_cpu.conda
   build_number: 9
   sha256: f83971e3ac14af1bac795ea10cfbec05b61be727706add6afa687c73ce8549b5
@@ -6304,6 +8477,41 @@ packages:
   license_family: APACHE
   size: 4249863
   timestamp: 1774231755880
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libarrow-24.0.0-h2124f06_0_cpu.conda
+  sha256: 58715feab991b36d659a3432faf41abaea6a3320e184b63b7d0961e86c6598fe
+  md5: 1b5a248fdad0e0744b512a5590bfb090
+  depends:
+  - __osx >=11.0
+  - aws-crt-cpp >=0.37.4,<0.37.5.0a0
+  - aws-sdk-cpp >=1.11.747,<1.11.748.0a0
+  - azure-core-cpp >=1.16.2,<1.16.3.0a0
+  - azure-identity-cpp >=1.13.3,<1.13.4.0a0
+  - azure-storage-blobs-cpp >=12.16.0,<12.16.1.0a0
+  - azure-storage-files-datalake-cpp >=12.14.0,<12.14.1.0a0
+  - bzip2 >=1.0.8,<2.0a0
+  - glog >=0.7.1,<0.8.0a0
+  - libabseil * cxx17*
+  - libabseil >=20260107.1,<20260108.0a0
+  - libbrotlidec >=1.2.0,<1.3.0a0
+  - libbrotlienc >=1.2.0,<1.3.0a0
+  - libcxx >=21
+  - libgoogle-cloud >=3.3.0,<3.4.0a0
+  - libgoogle-cloud-storage >=3.3.0,<3.4.0a0
+  - libopentelemetry-cpp >=1.26.0,<1.27.0a0
+  - libprotobuf >=6.33.5,<6.33.6.0a0
+  - libzlib >=1.3.2,<2.0a0
+  - lz4-c >=1.10.0,<1.11.0a0
+  - orc >=2.3.0,<2.3.1.0a0
+  - snappy >=1.2.2,<1.3.0a0
+  - zstd >=1.5.7,<1.6.0a0
+  constrains:
+  - arrow-cpp <0.0a0
+  - apache-arrow-proc =*=cpu
+  - parquet-cpp <0.0a0
+  license: Apache-2.0
+  license_family: APACHE
+  size: 4267842
+  timestamp: 1776815214765
 - conda: https://conda.anaconda.org/conda-forge/linux-64/libarrow-acero-23.0.1-h635bf11_9_cpu.conda
   build_number: 9
   sha256: 42fb618f2402d14e96987d82f36453793ee7bae07c8dfa7fee54491bf1d163d9
@@ -6318,6 +8526,19 @@ packages:
   license_family: APACHE
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+  - python
+  - greenlet !=0.4.17
+  - typing-extensions >=4.6.0
+  - __osx >=11.0
+  - python_abi 3.13.* *_cp313
+  license: MIT
+  license_family: MIT
+  size: 3841647
+  timestamp: 1775241415718
 - conda: https://conda.anaconda.org/conda-forge/osx-arm64/sqlalchemy-2.0.48-py313h6688731_0.conda
   sha256: 9f5f536db291974430b2a498ab522ba1a77ffdab220d0c3532a0d3355db2d578
   md5: d96ecd4ad18488b26b4c599df74772d9
@@ -12819,6 +17034,20 @@ packages:
   license_family: MIT
   size: 3841074
   timestamp: 1772644992763
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/sqlalchemy-2.0.49-py313h6688731_0.conda
+  sha256: c74db80d5e24f14c9621edf0d7528631ef117748423f053245c170a60e2b38c2
+  md5: 56fc7ce3494a1077459d51359f5148e7
+  depends:
+  - python
+  - greenlet !=0.4.17
+  - typing-extensions >=4.6.0
+  - python 3.13.* *_cp313
+  - __osx >=11.0
+  - python_abi 3.13.* *_cp313
+  license: MIT
+  license_family: MIT
+  size: 3842925
+  timestamp: 1775241461140
 - conda: https://conda.anaconda.org/conda-forge/noarch/stack_data-0.6.3-pyhd8ed1ab_1.conda
   sha256: 570da295d421661af487f1595045760526964f41471021056e993e73089e9c41
   md5: b1b505328da7a6b246787df4b5a49fbc
@@ -12842,6 +17071,17 @@ packages:
   license_family: MIT
   size: 21853
   timestamp: 1765576612116
+- conda: https://conda.anaconda.org/conda-forge/noarch/stamina-26.1.0-pyhcf101f3_1.conda
+  sha256: e85ebb8bc145d925f00d92fda9b9578b7a3fec17a80fdddf416c3ac75f8ac55d
+  md5: c06c071acce8103b854d9434a249bd80
+  depends:
+  - python >=3.10
+  - tenacity
+  - python
+  license: MIT
+  license_family: MIT
+  size: 24175
+  timestamp: 1776172479398
 - conda: https://conda.anaconda.org/conda-forge/noarch/starlette-1.0.0-pyhcf101f3_0.conda
   sha256: 1a1dc376e95491f4b2003f4428e6f7caf4a3de0ef9869248b29dcc9704c34b39
   md5: 8fbd5b6879350f1b5303c1a652d4b781
@@ -12941,6 +17181,19 @@ packages:
   license_family: BSD
   size: 193137
   timestamp: 1772701074188
+- conda: https://conda.anaconda.org/conda-forge/noarch/tifffile-2026.4.11-pyhd8ed1ab_0.conda
+  sha256: c40fc550bea852303f0f5a8ef71273163361bfe599ab9906a5c6d4406aa20d16
+  md5: e0ed123314d08b63cd1ee95331c67ae3
+  depends:
+  - imagecodecs >=2026.3.6
+  - numpy >=2.0
+  - python >=3.12
+  constrains:
+  - matplotlib-base >=3.3
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 195446
+  timestamp: 1775989449649
 - conda: https://conda.anaconda.org/conda-forge/noarch/tiled-0.2.8-pyhd8ed1ab_0.conda
   sha256: 2c7e6996302b5dd9b5cea13e770727760da33527f4d6318a312cf0671f410189
   md5: 0a109935ab2a49df2284fbda63f95068
@@ -12953,6 +17206,18 @@ packages:
   license_family: BSD
   size: 9162
   timestamp: 1772227286947
+- conda: https://conda.anaconda.org/conda-forge/noarch/tiled-0.2.9-pyhd8ed1ab_0.conda
+  sha256: a5cb51c00eff1a18a69a5e56cb32518d71e839df304a15ec9a5b0109bc4f3408
+  md5: 331959c78eba929208085612b5e7b2d5
+  depends:
+  - python >=3.10
+  - tiled-client 0.2.9 pyhd8ed1ab_0
+  - tiled-formats 0.2.9 pyhd8ed1ab_0
+  - tiled-server 0.2.9 pyhd8ed1ab_0
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 9192
+  timestamp: 1775170018362
 - conda: https://conda.anaconda.org/conda-forge/noarch/tiled-base-0.2.8-pyhd8ed1ab_0.conda
   sha256: 07420a32273ae0adba7f17a6f75e670185ff94e1db6b75f3604e7b9e7027a8f4
   md5: fdcdeb367ac469972ab11a59ea079a6c
@@ -12984,6 +17249,37 @@ packages:
   license_family: BSD
   size: 1420340
   timestamp: 1772227233161
+- conda: https://conda.anaconda.org/conda-forge/noarch/tiled-base-0.2.9-pyhd8ed1ab_0.conda
+  sha256: 12a7fd501020a05b671371cfb98f4760f3a224c0065d63a8f7dca0144245b282
+  md5: 9dfd7f88ffe521ae0096600d2a3dea1c
+  depends:
+  - appdirs
+  - awkward
+  - click !=8.1.0
+  - dask
+  - httpx >=0.20.0
+  - json-merge-patch
+  - jsonpatch
+  - jsonschema
+  - lz4
+  - msgpack-python >=1.0.0
+  - ndindex
+  - numpy
+  - orjson
+  - pandas
+  - pyarrow
+  - pydantic-settings >=2,<2.12.0
+  - python >=3.10
+  - python-blosc2
+  - pyyaml
+  - sparse >=0.13.0
+  - typer
+  - xarray
+  - zstandard
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 1427771
+  timestamp: 1775169967347
 - conda: https://conda.anaconda.org/conda-forge/noarch/tiled-client-0.2.8-pyhd8ed1ab_0.conda
   sha256: 788c8c41201796c32eadda15533c5128bc11e1c80cad430d85d7cf3a62095bf0
   md5: 844349e9ed4dd15ef5e99899b96ff27d
@@ -13000,6 +17296,22 @@ packages:
   license_family: BSD
   size: 8658
   timestamp: 1772227247543
+- conda: https://conda.anaconda.org/conda-forge/noarch/tiled-client-0.2.9-pyhd8ed1ab_0.conda
+  sha256: 790c714efd9245062ab2586ac13717e3838222192eb4797c093496421ebf931d
+  md5: 85a7e7493a5a195987365c574ef0829f
+  depends:
+  - entrypoints
+  - platformdirs
+  - pydantic
+  - python >=3.10
+  - rich
+  - stamina
+  - tiled-base 0.2.9 pyhd8ed1ab_0
+  - websockets
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 8733
+  timestamp: 1775169981099
 - conda: https://conda.anaconda.org/conda-forge/noarch/tiled-formats-0.2.8-pyhd8ed1ab_0.conda
   sha256: ff569d1fd67e967327f6d4bb1fa20cdfdcac97767abe728ab719f06a4e87b1d8
   md5: 7d73265af3c74d0332d7040992833b26
@@ -13016,6 +17328,22 @@ packages:
   license_family: BSD
   size: 8516
   timestamp: 1772227260510
+- conda: https://conda.anaconda.org/conda-forge/noarch/tiled-formats-0.2.9-pyhd8ed1ab_0.conda
+  sha256: 70a1a5d995e05d5c7f1047aaf3b999f3957af046beb01fbbbdab2d8c8e1b13fc
+  md5: 9800029a0667076be353c523ec0d01e9
+  depends:
+  - h5netcdf
+  - h5py
+  - hdf5plugin
+  - openpyxl
+  - pillow
+  - python >=3.10
+  - tifffile
+  - tiled-base 0.2.9 pyhd8ed1ab_0
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 8603
+  timestamp: 1775169993501
 - conda: https://conda.anaconda.org/conda-forge/noarch/tiled-server-0.2.8-pyhd8ed1ab_0.conda
   sha256: d8788265124e7dffeb6dad4d36994d80dcd4938b281d6758479965872e03bfcb
   md5: c25fd3e4cc54e28cbcbd3f042f3960e0
@@ -13058,6 +17386,48 @@ packages:
   license_family: BSD
   size: 9007
   timestamp: 1772227273685
+- conda: https://conda.anaconda.org/conda-forge/noarch/tiled-server-0.2.9-pyhd8ed1ab_0.conda
+  sha256: e7b4a17c4712823a0516a41be167924798a67e2dac8feb0b4bd6ee8bc923d3a3
+  md5: cbd22ea4e68b94353521810bb256fca6
+  depends:
+  - adbc-driver-manager
+  - adbc-driver-postgresql
+  - adbc-driver-sqlite
+  - aiofiles
+  - aiosqlite
+  - alembic
+  - anyio
+  - asgi-correlation-id
+  - asyncpg
+  - cachetools
+  - canonicaljson
+  - fastapi >=0.122.0
+  - jinja2
+  - jmespath
+  - minio
+  - obstore
+  - openpyxl
+  - packaging
+  - prometheus_client
+  - pydantic >=2,<3
+  - python >=3.10
+  - python-dateutil
+  - python-duckdb <1.4.0
+  - python-jose
+  - python-multipart
+  - redis-py
+  - sqlalchemy
+  - stamina
+  - starlette >=0.48.0
+  - tiled-base 0.2.9 pyhd8ed1ab_0
+  - toolz
+  - uvicorn
+  - watchfiles
+  - zarr
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 9071
+  timestamp: 1775170005906
 - conda: https://conda.anaconda.org/conda-forge/noarch/tinycss2-1.4.0-pyhd8ed1ab_0.conda
   sha256: cad582d6f978276522f84bd209a5ddac824742fe2d452af6acf900f8650a73a2
   md5: f1acf5fdefa8300de697982bcb1761c9
@@ -13201,6 +17571,20 @@ packages:
   license_family: MIT
   size: 117860
   timestamp: 1771292312899
+- conda: https://conda.anaconda.org/conda-forge/noarch/typer-0.25.0-pyhcf101f3_0.conda
+  sha256: 0b887c1a6c6b840563fbaf2c78331e3b1019be68e1939abb517b19b051576d62
+  md5: 696c3e5b10d43030058b6e8b65a6a4a8
+  depends:
+  - annotated-doc >=0.0.2
+  - click >=8.2.1
+  - python >=3.10
+  - rich >=13.8.0
+  - shellingham >=1.3.0
+  - python
+  license: MIT
+  license_family: MIT
+  size: 116471
+  timestamp: 1777217768744
 - conda: https://conda.anaconda.org/conda-forge/noarch/typing-extensions-4.15.0-h396c80c_0.conda
   sha256: 7c2df5721c742c2a47b2c8f960e718c930031663ac1174da67c1ed5999f7938c
   md5: edd329d7d3a4ab45dcf905899a7a6115
@@ -13210,6 +17594,17 @@ packages:
   license_family: PSF
   size: 91383
   timestamp: 1756220668932
+- conda: https://conda.anaconda.org/conda-forge/noarch/typing-inspection-0.4.2-pyhcf101f3_2.conda
+  sha256: 8b90d2f19f9458b8c58a55e1fcdc1d90c1603a847a47654d8a454549413ba60a
+  md5: 53f5409c5cfd6c5a66417d68e3f0a864
+  depends:
+  - python >=3.10
+  - typing_extensions >=4.12.0
+  - python
+  license: MIT
+  license_family: MIT
+  size: 20935
+  timestamp: 1777105465795
 - conda: https://conda.anaconda.org/conda-forge/noarch/typing-inspection-0.4.2-pyhd8ed1ab_1.conda
   sha256: 70db27de58a97aeb7ba7448366c9853f91b21137492e0b4430251a1870aa8ff4
   md5: a0a4a3035667fc34f29bfbd5c190baa6
@@ -13245,6 +17640,17 @@ packages:
   license: LicenseRef-Public-Domain
   size: 119135
   timestamp: 1767016325805
+- conda: https://conda.anaconda.org/conda-forge/noarch/tzlocal-5.3.1-pyh8f84b5b_0.conda
+  sha256: 6447388bd870ab0a2b38af5aa64185cd71028a2a702f0935e636a01d81fba7fc
+  md5: 369f3170d6f727d3102d83274e403b66
+  depends:
+  - python >=3.10
+  - __unix
+  - python
+  license: MIT
+  license_family: MIT
+  size: 23880
+  timestamp: 1756227235167
 - conda: https://conda.anaconda.org/conda-forge/linux-64/ukkonen-1.1.0-py313h7037e92_0.conda
   sha256: 7f2e4f38e57c17858c644259a1be868d6e98780239fd93bfa057cb5cfc24a928
   md5: cb423e0853b3dde2b3738db4dedf5ba2
@@ -13336,6 +17742,20 @@ packages:
   license_family: BSD
   size: 54908
   timestamp: 1773659868807
+- conda: https://conda.anaconda.org/conda-forge/noarch/uvicorn-0.46.0-pyhc90fa1f_0.conda
+  sha256: ba0060f57192ccef46ad722537a50a2b23d4e9c6793e714177ae1b3f73673dcb
+  md5: 12fa73aae56b7ce068db549fd542fb32
+  depends:
+  - __unix
+  - click >=7.0
+  - h11 >=0.8
+  - python >=3.10
+  - typing_extensions >=4.0
+  - python
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 56216
+  timestamp: 1776948607940
 - conda: https://conda.anaconda.org/conda-forge/noarch/uvicorn-standard-0.42.0-h76e4700_0.conda
   sha256: 98f2619d66c477745272b8ec10dd4737055848372a007af3228bb9fb1547e894
   md5: 6eb0881849490cee741779c698f68d45
@@ -13352,6 +17772,22 @@ packages:
   license_family: BSD
   size: 4141
   timestamp: 1773659868807
+- conda: https://conda.anaconda.org/conda-forge/noarch/uvicorn-standard-0.46.0-hf538af8_0.conda
+  sha256: 25149fefa962763e66523365b4de7794499b8caec59268844ed614f8cea82609
+  md5: 5a5d65823d2337e10355b298c4ed9fa7
+  depends:
+  - __unix
+  - uvicorn ==0.46.0 pyhc90fa1f_0
+  - websockets >=10.4
+  - httptools >=0.6.3
+  - watchfiles >=0.20
+  - python-dotenv >=0.13
+  - pyyaml >=5.1
+  - uvloop >=0.15.1
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 4143
+  timestamp: 1776948607940
 - conda: https://conda.anaconda.org/conda-forge/linux-64/uvloop-0.22.1-py313h07c4f96_1.conda
   sha256: 77a220ecf6c1467f94d6adda5fb1296f558f3f3044842dc0a52881eab5908dc0
   md5: 266caaa8701a13482ea924a77897b1e4
@@ -13399,9 +17835,9 @@ packages:
   license: MIT OR Apache-2.0
   size: 487912
   timestamp: 1762473054199
-- conda: https://conda.anaconda.org/conda-forge/noarch/virtualenv-21.2.0-pyhcf101f3_0.conda
-  sha256: b83246d145ba0e6814d2ed0b616293e56924e6c7d6649101f5a4f97f9e757ed1
-  md5: 704c22301912f7e37d0a92b2e7d5942d
+- conda: https://conda.anaconda.org/conda-forge/noarch/virtualenv-21.3.0-pyhcf101f3_0.conda
+  sha256: defaf2bc2a3cf6f1455149531e8be4d03e18eb1d022ffe4f4d964d49bbf0fe34
+  md5: da6e70a64226740cef159121dbe40b95
   depends:
   - python >=3.10
   - distlib >=0.3.7,<1
@@ -13412,9 +17848,8 @@ packages:
   - typing_extensions >=4.13.2
   - python
   license: MIT
-  license_family: MIT
-  size: 4647775
-  timestamp: 1773133660203
+  size: 5161814
+  timestamp: 1777321763628
 - conda: https://conda.anaconda.org/conda-forge/linux-64/watchfiles-1.1.1-py313h5c7d99a_0.conda
   sha256: 11a07764137af9bcf29e9e26671c1be1ea1302f7dd7075a4d41481489883eaff
   md5: 9373034735566df29779429f0c0de511
@@ -13640,6 +18075,42 @@ packages:
   license_family: APACHE
   size: 1011911
   timestamp: 1771083999178
+- conda: https://conda.anaconda.org/conda-forge/noarch/xarray-2026.4.0-pyhc364b38_0.conda
+  sha256: 9f5f5905afea6e0188aa6887aed0809033143343a7af06983f4b390c2286d2d7
+  md5: 099794df685f800c3f319ff4742dc1bb
+  depends:
+  - python >=3.11
+  - numpy >=1.26
+  - packaging >=24.2
+  - pandas >=2.2
+  - python
+  constrains:
+  - bottleneck >=1.4
+  - cartopy >=0.23
+  - cftime >=1.6
+  - dask-core >=2024.6
+  - distributed >=2024.6
+  - flox >=0.9
+  - h5netcdf >=1.3
+  - h5py >=3.11
+  - hdf5 >=1.14
+  - iris >=3.9
+  - matplotlib-base >=3.8
+  - nc-time-axis >=1.4
+  - netcdf4 >=1.6.0
+  - numba >=0.60
+  - numbagg >=0.8
+  - pint >=0.24
+  - pydap >=3.5.0
+  - scipy >=1.13
+  - seaborn-base >=0.13
+  - sparse >=0.15
+  - toolz >=0.12
+  - zarr >=2.18
+  license: Apache-2.0
+  license_family: APACHE
+  size: 1017999
+  timestamp: 1776122774298
 - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.12-hb03c661_1.conda
   sha256: 6bc6ab7a90a5d8ac94c7e300cc10beb0500eeba4b99822768ca2f2ef356f731b
   md5: b2895afaf55bf96a8c8282a2e47a5de0
@@ -13779,6 +18250,25 @@ packages:
   license_family: MIT
   size: 305998
   timestamp: 1763742695201
+- conda: https://conda.anaconda.org/conda-forge/noarch/zarr-3.1.6-pyhc364b38_0.conda
+  sha256: 5b75534de2d56706bb9905cf7230e60fe4d89dcaf19095822b084c84a64a8de1
+  md5: bf5ed37ec39d366c0bc7633e1590fbdf
+  depends:
+  - python >=3.11
+  - packaging >=22.0
+  - numpy >=2.0
+  - numcodecs >=0.14
+  - typing_extensions >=4.12
+  - donfig >=0.8
+  - google-crc32c >=1.5
+  - python
+  constrains:
+  - fsspec >=2023.10.0
+  - obstore >=0.5.1
+  license: MIT
+  license_family: MIT
+  size: 320675
+  timestamp: 1775744500266
 - conda: https://conda.anaconda.org/conda-forge/linux-64/zeromq-4.3.5-h41580af_10.conda
   sha256: 325d370b28e2b9cc1f765c5b4cdb394c91a5d958fbd15da1a14607a28fee09f6
   md5: 755b096086851e1193f3b10347415d7c
@@ -13892,6 +18382,16 @@ packages:
   license_family: MIT
   size: 24194
   timestamp: 1764460141901
+- conda: https://conda.anaconda.org/conda-forge/noarch/zipp-3.23.1-pyhcf101f3_0.conda
+  sha256: 523616c0530d305d2216c2b4a8dfd3872628b60083255b89c5e0d8c42e738cca
+  md5: e1c36c6121a7c9c76f2f148f1e83b983
+  depends:
+  - python >=3.10
+  - python
+  license: MIT
+  license_family: MIT
+  size: 24461
+  timestamp: 1776131454755
 - conda: https://conda.anaconda.org/conda-forge/linux-64/zlib-1.3.2-h25fd6f3_2.conda
   sha256: 245c9ee8d688e23661b95e3c6dd7272ca936fabc03d423cdb3cdee1bbcf9f2f2
   md5: c2a01a08fc991620a74b32420e97868a
diff --git a/pixi.toml b/pixi.toml
index f9c594c..11165ee 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -4,36 +4,40 @@ name = "als_tiled"
 channels = ["conda-forge"]
 platforms = ["linux-64", "osx-64", "osx-arm64", "linux-aarch64"]
 
-[environments.default]
-features = ["bl733"]
+[environments]
+default = { features = ["bl733"] }
+dev = { features = ["bl733", "dev"] }
 
 [dependencies]
 python = "3.13.*"
 pip = "*"
-pytest = "*"
-pytest-cov = "*"
-pytest-asyncio = "*"
-mypy = "*"
-ipython = "*"
-notebook = "*"
 tiled = "*"
 httpx = "*"
 typer = "*"
 pyyaml = "*"
-fabio = "*"
+apscheduler = "*"
 zarr = "*"
 numpy = "*"
 pandas = "*"
+
+[feature.dev.dependencies]
+mypy = "*"
+ipython = "*"
+notebook = "*"
 black = "*"
 isort = "*"
 flake8 = "*"
 pre-commit = "*"
+pytest = ">=9.0.3,<10"
+pytest-cov = "*"
+pytest-asyncio = "*"
 
 [feature.bl733.dependencies]
 fabio = "*"
 
 [tasks]
 test = "pytest --cov=splash_tiled --cov-report=term-missing"
+test_user_office = "pytest -m user_office"
 lint = "flake8 src tests && black --check src tests && isort --check-only src tests && mypy src"
 format = "black src tests && isort src tests"
 als-hub = "als-hub --db-path ./esafs.sqlite3"
diff --git a/pyproject.toml b/pyproject.toml
index ef7bbd4..c2030b7 100755
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -25,6 +25,7 @@ dependencies = [
   "httpx>=0.27",
   "PyYAML>=6",
   "typer>=0.12",
+  "APScheduler>=3.10",
   "tiled[client]>=0.2.8",
 ]
 
diff --git a/pytest.ini b/pytest.ini
index fcccae1..ddbd9b0 100644
--- a/pytest.ini
+++ b/pytest.ini
@@ -1,2 +1,4 @@
 [pytest]
 pythonpath = src
+markers =
+    user_office: marks tests that require live access to the User Office API (deselect with '-m "not user_office"')
diff --git a/scripts/seed_dev_catalog.py b/scripts/seed_dev_catalog.py
new file mode 100644
index 0000000..af54da6
--- /dev/null
+++ b/scripts/seed_dev_catalog.py
@@ -0,0 +1,284 @@
+from __future__ import annotations
+
+import argparse
+import os
+import sqlite3
+import time
+from dataclasses import dataclass
+
+import httpx
+import numpy as np
+from tiled.client import from_context
+from tiled.client.context import Context, password_grant
+
+
+@dataclass(frozen=True)
+class EsafSeed:
+    beamline: str
+    esaf_id: str
+
+
+SEED_PLAN = [
+    EsafSeed(beamline="12.3.2", esaf_id="SB-01482-001"),
+    EsafSeed(beamline="9.3.2", esaf_id="SB-00001-001"),
+    EsafSeed(beamline="7.0.2", esaf_id="SB-00002-001"),
+]
+
+
+def wait_for_server(uri: str, timeout_seconds: int) -> None:
+    deadline = time.time() + timeout_seconds
+    while time.time() < deadline:
+        try:
+            response = httpx.get(uri, timeout=5.0)
+            if response.status_code < 500:
+                return
+        except Exception:
+            time.sleep(2)
+    raise TimeoutError(f"Timed out waiting for tiled server at {uri}")
+
+
+def ensure_container(parent, key: str, metadata: dict) -> object:
+    if key in parent:
+        return parent[key]
+
+    if hasattr(parent, "create_container"):
+        parent.create_container(key=key, metadata=metadata)
+        return parent[key]
+
+    if hasattr(parent, "new"):
+        parent.new(
+            key=key,
+            structure_family="container",
+            metadata=metadata,
+        )
+        return parent[key]
+
+    raise RuntimeError(
+        f"Cannot create container '{key}'; no supported API on {type(parent)!r}"
+    )
+
+
+def write_array(
+    parent, key: str, data: np.ndarray, access_blob: dict, metadata: dict
+) -> None:
+    if key in parent:
+        return
+
+    access_tags = access_blob.get("tags") if isinstance(access_blob, dict) else None
+
+    if hasattr(parent, "write_array"):
+        try:
+            parent.write_array(
+                data,
+                key=key,
+                metadata=metadata,
+                access_tags=access_tags,
+            )
+            return
+        except TypeError:
+            # Older clients may use access_blob instead of access_tags.
+            try:
+                parent.write_array(
+                    data,
+                    key=key,
+                    metadata=metadata,
+                    access_blob=access_blob,
+                )
+                return
+            except TypeError:
+                pass
+
+    if hasattr(parent, "new"):
+        try:
+            parent.new(
+                key=key,
+                structure_family="array",
+                data=data,
+                metadata=metadata,
+                access_blob=access_blob,
+            )
+            return
+        except TypeError:
+            pass
+
+    raise RuntimeError(
+        f"Cannot write array '{key}'; no supported API on {type(parent)!r}"
+    )
+
+
+def load_defined_tags(compiled_tags_db: str) -> set[str]:
+    try:
+        with sqlite3.connect(compiled_tags_db) as conn:
+            rows = conn.execute("SELECT name FROM tags").fetchall()
+            return {row[0] for row in rows}
+    except Exception as exc:
+        print(f"Warning: could not load tags from {compiled_tags_db}: {exc}")
+        return set()
+
+
+def maybe_write_array(
+    parent,
+    *,
+    key: str,
+    data: np.ndarray,
+    metadata: dict,
+    tags: list[str],
+    defined_tags: set[str],
+) -> None:
+    missing = [tag for tag in tags if defined_tags and tag not in defined_tags]
+    if missing:
+        print(f"Skipping {key}: undefined access tags {missing}")
+        return
+    write_array(
+        parent,
+        key=key,
+        data=data,
+        metadata=metadata,
+        access_blob={"tags": tags},
+    )
+
+
+def authenticated_client(uri: str, username: str, password: str):
+    # Avoid accidental API-key auth from ambient environment.
+    os.environ.pop("TILED_API_KEY", None)
+    os.environ.setdefault("TILED_CACHE_DIR", "/tmp/tiled-cache")
+    context, node_path_parts = Context.from_any_uri(uri)
+    providers = context.server_info.authentication.providers
+    internal_provider = next(
+        (
+            p
+            for p in providers
+            if p.provider == "example" and p.mode in {"internal", "password"}
+        ),
+        None,
+    )
+    if internal_provider is None:
+        internal_provider = next(
+            (p for p in providers if p.mode in {"internal", "password"}),
+            None,
+        )
+    if internal_provider is None:
+        raise RuntimeError(
+            "No internal/password auth provider available for seeded login"
+        )
+
+    tokens = password_grant(
+        context.http_client,
+        internal_provider.links["auth_endpoint"],
+        internal_provider.provider,
+        username,
+        password,
+    )
+    context.configure_auth(tokens, remember_me=False)
+    # Skip interactive auth path in from_context; we already configured tokens.
+    context.has_external_auth = True
+    return from_context(context, node_path_parts=node_path_parts, remember_me=False)
+
+
+def seed(uri: str, username: str, password: str, compiled_tags_db: str) -> None:
+    client = authenticated_client(uri, username=username, password=password)
+    defined_tags = load_defined_tags(compiled_tags_db)
+    beamlines = ensure_container(
+        client,
+        "beamlines",
+        metadata={"description": "Top-level beamline container for dev testing"},
+    )
+
+    for plan in SEED_PLAN:
+        beamline_container = ensure_container(
+            beamlines,
+            plan.beamline,
+            metadata={"beamline": plan.beamline},
+        )
+        esaf_container = ensure_container(
+            beamline_container,
+            plan.esaf_id,
+            metadata={"beamline": plan.beamline, "esaf_id": plan.esaf_id},
+        )
+
+        data = np.arange(64, dtype="float32").reshape(8, 8)
+
+        maybe_write_array(
+            esaf_container,
+            key="public_overview",
+            data=data,
+            metadata={"access_case": "public"},
+            tags=["public"],
+            defined_tags=defined_tags,
+        )
+        maybe_write_array(
+            esaf_container,
+            key="beamline_staff_only",
+            data=data + 100.0,
+            metadata={"access_case": "beamline_staff"},
+            tags=[f"{plan.beamline}-staff"],
+            defined_tags=defined_tags,
+        )
+        maybe_write_array(
+            esaf_container,
+            key="esaf_only",
+            data=data + 200.0,
+            metadata={"access_case": "esaf_group"},
+            tags=[plan.esaf_id],
+            defined_tags=defined_tags,
+        )
+        maybe_write_array(
+            esaf_container,
+            key="esaf_and_beamline_staff",
+            data=data + 300.0,
+            metadata={"access_case": "combined"},
+            tags=[plan.esaf_id, f"{plan.beamline}-staff"],
+            defined_tags=defined_tags,
+        )
+
+
+def parse_args() -> argparse.Namespace:
+    parser = argparse.ArgumentParser(
+        description="Seed a tiled server with beamline/esaf containers and test arrays."
+    )
+    parser.add_argument(
+        "--uri",
+        default="http://tiled:8000",
+        help="Tiled server URI.",
+    )
+    parser.add_argument(
+        "--wait-seconds",
+        type=int,
+        default=90,
+        help="How long to wait for tiled server before failing.",
+    )
+    parser.add_argument(
+        "--username",
+        default="alice",
+        help="Username to authenticate as when seeding data.",
+    )
+    parser.add_argument(
+        "--password-env",
+        default="ALICE_PASSWORD",
+        help="Name of env var that stores the password.",
+    )
+    parser.add_argument(
+        "--compiled-tags-db",
+        default=os.getenv("COMPILED_TAGS_DB", "/app/tags/compiled_tags.sqlite"),
+        help="Path to compiled tags sqlite DB used to validate access tags.",
+    )
+    return parser.parse_args()
+
+
+def main() -> None:
+    args = parse_args()
+    password = os.getenv(args.password_env)
+    if not password:
+        raise RuntimeError(f"Missing required password env var: {args.password_env}")
+    wait_for_server(args.uri, args.wait_seconds)
+    seed(
+        args.uri,
+        username=args.username,
+        password=password,
+        compiled_tags_db=args.compiled_tags_db,
+    )
+    print("Seeded dev catalog with beamline/esaf access-tagged arrays.")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/scripts/sync_loop.sh b/scripts/sync_loop.sh
new file mode 100644
index 0000000..116ca6a
--- /dev/null
+++ b/scripts/sync_loop.sh
@@ -0,0 +1,4 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+exec python /app/scripts/sync_scheduler.py
diff --git a/scripts/sync_scheduler.py b/scripts/sync_scheduler.py
new file mode 100644
index 0000000..7f1a1f7
--- /dev/null
+++ b/scripts/sync_scheduler.py
@@ -0,0 +1,217 @@
+from __future__ import annotations
+
+import os
+import subprocess
+from datetime import UTC, datetime
+from pathlib import Path
+
+import typer
+from apscheduler.schedulers.blocking import BlockingScheduler
+from apscheduler.triggers.cron import CronTrigger
+
+app = typer.Typer(add_completion=False)
+
+
+def utc_now() -> str:
+    return datetime.now(tz=UTC).isoformat()
+
+
+def get_env(name: str, default: str) -> str:
+    return os.environ.get(name, default).strip()
+
+
+def resolve_path_option(
+    option_value: Path | None,
+    env_name: str,
+    default: str,
+) -> Path:
+    if option_value is not None:
+        return option_value
+    return Path(get_env(env_name, default))
+
+
+def resolve_cron_expression(cron: str | None) -> str:
+    if cron is None:
+        raise typer.BadParameter("A cron expression is required.")
+    return cron
+
+
+def parse_beamline_args(beamlines: str) -> list[str]:
+    if beamlines == "all":
+        return ["--all"]
+
+    selected = [value.strip() for value in beamlines.split(",")]
+    selected = [value for value in selected if value]
+    if not selected:
+        raise ValueError("No valid BEAMLINES configured. Use a CSV list or 'all'.")
+
+    args: list[str] = []
+    for beamline in selected:
+        args.extend(["--beamline", beamline])
+    return args
+
+
+def sync_once(
+    esaf_db_path: Path,
+    tags_template: Path,
+    generated_tags_yaml: Path,
+    compiled_tags_db: Path,
+    api_url: str,
+    beamlines: str,
+) -> None:
+
+    esaf_db_path.parent.mkdir(parents=True, exist_ok=True)
+    generated_tags_yaml.parent.mkdir(parents=True, exist_ok=True)
+    compiled_tags_db.parent.mkdir(parents=True, exist_ok=True)
+
+    beamline_args = parse_beamline_args(beamlines)
+
+    typer.echo(f"[{utc_now()}] Running scheduled ESAF sync")
+    subprocess.run(
+        [
+            "python",
+            "-m",
+            "splash_tiled.access_control.user_office",
+            *beamline_args,
+            "--db-path",
+            str(esaf_db_path),
+            "--api-url",
+            api_url,
+        ],
+        check=True,
+    )
+
+    subprocess.run(
+        [
+            "python",
+            "-m",
+            "splash_tiled.access_control.tiled_tags",
+            "compile",
+            "--esaf-sqlite-path",
+            str(esaf_db_path),
+            "--output-sqlite-path",
+            str(compiled_tags_db),
+            "--tag-definitions-path",
+            str(tags_template),
+            "--generated-yaml-path",
+            str(generated_tags_yaml),
+        ],
+        check=True,
+    )
+
+
+@app.command()
+def main(
+    cron: str = typer.Argument(
+        ...,
+        metavar="CRON",
+        envvar="SYNC_CRON",
+        help=(
+            "Cron expression in crontab format: 'minute hour day month "
+            "day_of_week'. Required as CRON or via SYNC_CRON."
+        ),
+    ),
+    esaf_db_path: Path | None = typer.Option(
+        None,
+        "--esaf-db-path",
+        help=(
+            "Path to ESAF SQLite DB. If omitted, uses ESAF_DB_PATH "
+            "(default: /app/tags/esafs.sqlite3)."
+        ),
+    ),
+    tags_template: Path | None = typer.Option(
+        None,
+        "--tags-template",
+        help=(
+            "Path to tag template YAML. If omitted, uses TAGS_TEMPLATE "
+            "(default: /app/src/splash_tiled/access_control/"
+            "tag_definitions.yml)."
+        ),
+    ),
+    generated_tags_yaml: Path | None = typer.Option(
+        None,
+        "--generated-tags-yaml",
+        help=(
+            "Path to generated tags YAML. If omitted, uses "
+            "GENERATED_TAGS_YAML (default: /app/tags/"
+            "tag_definitions.generated.yml)."
+        ),
+    ),
+    compiled_tags_db: Path | None = typer.Option(
+        None,
+        "--compiled-tags-db",
+        help=(
+            "Path to compiled tags SQLite DB. If omitted, uses "
+            "COMPILED_TAGS_DB (default: /app/tags/compiled_tags.sqlite)."
+        ),
+    ),
+) -> None:
+    cron_expr = resolve_cron_expression(cron)
+    resolved_esaf_db_path = resolve_path_option(
+        esaf_db_path,
+        env_name="ESAF_DB_PATH",
+        default="/app/tags/esafs.sqlite3",
+    )
+    resolved_tags_template = resolve_path_option(
+        tags_template,
+        env_name="TAGS_TEMPLATE",
+        default="/app/src/splash_tiled/access_control/tag_definitions_stub.yaml",
+    )
+    resolved_generated_tags_yaml = resolve_path_option(
+        generated_tags_yaml,
+        env_name="GENERATED_TAGS_YAML",
+        default="/app/tags/tag_definitions.generated.yml",
+    )
+    resolved_compiled_tags_db = resolve_path_option(
+        compiled_tags_db,
+        env_name="COMPILED_TAGS_DB",
+        default="/app/tags/compiled_tags.sqlite",
+    )
+    api_url = get_env(
+        "API_URL",
+        "https://als-esaf.als.lbl.gov/EsafInformation/GetEsaf",
+    )
+    beamlines = get_env("BEAMLINES", "12.3.2,9.3.2,7.0.2")
+
+    scheduler = BlockingScheduler(timezone="UTC")
+
+    # Prime the tags DB on service startup.
+    sync_once(
+        esaf_db_path=resolved_esaf_db_path,
+        tags_template=resolved_tags_template,
+        generated_tags_yaml=resolved_generated_tags_yaml,
+        compiled_tags_db=resolved_compiled_tags_db,
+        api_url=api_url,
+        beamlines=beamlines,
+    )
+
+    try:
+        trigger = CronTrigger.from_crontab(cron_expr, timezone="UTC")
+    except ValueError as exc:
+        raise typer.BadParameter(
+            f"Invalid --cron/SYNC_CRON expression: {cron_expr!r}"
+        ) from exc
+
+    scheduler.add_job(
+        sync_once,
+        trigger=trigger,
+        id="esaf-sync",
+        max_instances=1,
+        coalesce=True,
+        misfire_grace_time=300,
+        kwargs={
+            "esaf_db_path": resolved_esaf_db_path,
+            "tags_template": resolved_tags_template,
+            "generated_tags_yaml": resolved_generated_tags_yaml,
+            "compiled_tags_db": resolved_compiled_tags_db,
+            "api_url": api_url,
+            "beamlines": beamlines,
+        },
+    )
+    typer.echo(f"[{utc_now()}] APScheduler started with cron: {cron_expr} (UTC)")
+
+    scheduler.start()
+
+
+if __name__ == "__main__":
+    app()
diff --git a/scripts/tiled_start.sh b/scripts/tiled_start.sh
new file mode 100644
index 0000000..5b4f51f
--- /dev/null
+++ b/scripts/tiled_start.sh
@@ -0,0 +1,4 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+exec tiled serve config "$@"
diff --git a/src/splash_tiled/access_control/tag_definitions.yml b/src/splash_tiled/access_control/tag_definitions_stub.yaml
similarity index 61%
rename from src/splash_tiled/access_control/tag_definitions.yml
rename to src/splash_tiled/access_control/tag_definitions_stub.yaml
index 64d62cf..7c6b67e 100644
--- a/src/splash_tiled/access_control/tag_definitions.yml
+++ b/src/splash_tiled/access_control/tag_definitions_stub.yaml
@@ -6,19 +6,9 @@ roles:
              "write:data", "write:metadata",
              "delete:node", "delete:revision",
              "create:node", "register"]
-tags:
-  SB-01482-001:
-    groups:
-      - name: SB-01482-001
-        role: facility_user
-    auto_tags:
-      - name: data_admin
 
+tags:
   data_admin:
     users:
-      - name: cara
+      - name: 0000-0002-1539-0297  #dylan
         role: facility_admin
-tag_owners:
-  data_admin:
-    users:
-      - name: cara
diff --git a/src/splash_tiled/access_control/tiled_tags.py b/src/splash_tiled/access_control/tiled_tags.py
index 408383c..a69f7a8 100644
--- a/src/splash_tiled/access_control/tiled_tags.py
+++ b/src/splash_tiled/access_control/tiled_tags.py
@@ -26,7 +26,7 @@ def get_default_output_sqlite_path() -> Path:
 
 
 def get_default_tag_definitions_path() -> Path:
-    return Path(__file__).resolve().parent / "tag_definitions.yml"
+    return Path(__file__).resolve().parent / "tag_definitions_stub.yaml"
 
 
 def get_default_generated_tag_definitions_path() -> Path:
@@ -64,6 +64,7 @@ def build_generated_tag_definitions(
     template = load_tag_definitions_template(tag_definitions_path)
     with sqlite3.connect(esaf_db_path) as connection:
         esaf_ids_by_beamline = get_esaf_friendly_ids_by_beamline(connection)
+        beamline_staff_groups = get_beamline_staff_group_map(connection)
 
     esaf_friendly_id_set = {
         esaf_friendly_id
@@ -86,6 +87,24 @@ def build_generated_tag_definitions(
 
     for beamline_name, esaf_friendly_ids in esaf_ids_by_beamline.items():
         beamline_staff_group_name = f"{beamline_name}-staff"
+
+        # Emit an explicit staff tag for each beamline so access checks can
+        # validate the tag even when no ESAF-specific tags are involved.
+        generated_tags.setdefault(
+            beamline_staff_group_name,
+            {
+                "groups": [
+                    {
+                        "name": beamline_staff_group_name,
+                        "role": "facility_user",
+                    }
+                ]
+            },
+        )
+
+        if beamline_name not in beamline_staff_groups:
+            beamline_staff_groups[beamline_name] = []
+
         for esaf_friendly_id in esaf_friendly_ids:
             generated_tags[esaf_friendly_id] = {
                 "groups": [
@@ -98,7 +117,10 @@ def build_generated_tag_definitions(
                         "role": "facility_user",
                     },
                 ],
-                "auto_tags": [{"name": "data_admin"}],
+                "auto_tags": [
+                    {"name": "data_admin"},
+                    {"name": beamline_staff_group_name},
+                ],
             }
 
     return {
diff --git a/src/splash_tiled/access_control/user_office.py b/src/splash_tiled/access_control/user_office.py
index 603a8d1..22d9922 100644
--- a/src/splash_tiled/access_control/user_office.py
+++ b/src/splash_tiled/access_control/user_office.py
@@ -294,6 +294,9 @@ def fetch_beamline_staff(
     response = client.get(api_url, params={"bl": "all"})
     response.raise_for_status()
     payload = response.json()
+    # API returns {"Beamlines": [...]} wrapper
+    if isinstance(payload, dict) and "Beamlines" in payload:
+        payload = payload["Beamlines"]
     if not isinstance(payload, list):
         raise ValueError(
             f"Expected list response from staff API, got {type(payload)!r}"
diff --git a/tests/test_tiled_tags.py b/tests/test_tiled_tags.py
index 681dc8e..7839d9d 100644
--- a/tests/test_tiled_tags.py
+++ b/tests/test_tiled_tags.py
@@ -9,6 +9,7 @@
     build_generated_tag_definitions,
     build_group_parser,
     build_sqlite_uri,
+    compile_tags,
     ensure_output_sqlite_path,
     generate_tag_definitions_yaml,
     write_tag_definitions_yaml,
@@ -56,7 +57,7 @@ def test_build_generated_tag_definitions_includes_template_sections_and_esaf_tag
     tmp_path: Path,
 ) -> None:
     esaf_db_path = tmp_path / "esafs.sqlite3"
-    template_path = tmp_path / "tag_definitions.yml"
+    template_path = tmp_path / "tag_definitions_stub.yaml"
 
     template_path.write_text(
         """
@@ -136,7 +137,7 @@ def test_build_generated_tag_definitions_includes_template_sections_and_esaf_tag
             {"name": "SB-01482-001", "role": "facility_user"},
             {"name": "12.3.2-staff", "role": "facility_user"},
         ],
-        "auto_tags": [{"name": "data_admin"}],
+        "auto_tags": [{"name": "data_admin"}, {"name": "12.3.2-staff"}],
     }
     assert generated["tags"]["data_admin"]["users"] == [
         {"name": "cara", "role": "facility_admin"}
@@ -166,7 +167,7 @@ def test_generate_tag_definitions_yaml_writes_generated_esaf_tags(
     tmp_path: Path,
 ) -> None:
     esaf_db_path = tmp_path / "esafs.sqlite3"
-    template_path = tmp_path / "tag_definitions.yml"
+    template_path = tmp_path / "tag_definitions_stub.yaml"
     output_yaml_path = tmp_path / "tag_definitions.generated.yml"
 
     template_path.write_text(
@@ -240,6 +241,76 @@ def test_generate_tag_definitions_yaml_writes_generated_esaf_tags(
         {"name": "SB-01482-001", "role": "facility_user"},
         {"name": "12.3.2-staff", "role": "facility_user"},
     ]
+    assert generated["tags"]["SB-01482-001"]["auto_tags"] == [
+        {"name": "data_admin"},
+        {"name": "12.3.2-staff"},
+    ]
+
+
+def test_build_generated_tag_definitions_staff_group_in_auto_tags(
+    tmp_path: Path,
+) -> None:
+    esaf_db_path = tmp_path / "esafs.sqlite3"
+    template_path = tmp_path / "tag_definitions_stub.yaml"
+
+    template_path.write_text(
+        """
+roles:
+  facility_user:
+    scopes:
+      - read:data
+      - read:metadata
+tags: {}
+tag_owners: {}
+""".lstrip(),
+        encoding="utf-8",
+    )
+
+    esaf = {
+        "Beamline": "12.3.2",
+        "Description": "Microdiffraction of ARPES samples",
+        "EsafFriendlyId": "SB-01482-001",
+        "EsafId": 36017,
+        "ExpLead": {
+            "Alsid": 83512,
+            "Email": "chu2@lbl.gov",
+            "LbnlId": "070285",
+            "Name": "Cheng Hu",
+            "Orcid": "0000-0003-2335-7806",
+        },
+        "IsExportControlled": "No",
+        "Materials": [],
+        "PI": {
+            "Alsid": 11525,
+            "Email": "erotenberg@lbl.gov",
+            "LbnlId": "275451",
+            "Name": "Eli Rotenberg",
+            "Orcid": "0000-0002-3979-8844",
+        },
+        "Participants": [],
+        "ProposalFriendlyId": "ALS-13362",
+        "ProposalId": 19907,
+        "ScheduledEvents": [],
+        "Status": "Draft",
+        "Title": "Microdiffraction of ARPES samples",
+        "Version": 1,
+    }
+
+    with sqlite3.connect(esaf_db_path) as connection:
+        ensure_schema(connection)
+        sync_beamline(
+            connection,
+            beamline="12.3.2",
+            esafs=[esaf],
+            synced_at="2026-04-04T00:00:00+00:00",
+        )
+
+    generated = build_generated_tag_definitions(esaf_db_path, template_path)
+
+    assert generated["tags"]["SB-01482-001"]["auto_tags"] == [
+        {"name": "data_admin"},
+        {"name": "12.3.2-staff"},
+    ]
 
 
 def test_build_group_parser_includes_empty_beamline_staff_groups(
@@ -293,3 +364,124 @@ def test_build_group_parser_includes_empty_beamline_staff_groups(
         "0000-0003-2335-7806",
     ]
     assert group_parser("12.3.2-staff") == []
+
+
+def test_compile_tags_reflects_roles_and_data_admin_in_sqlite(
+    tmp_path: Path,
+) -> None:
+    esaf_db_path = tmp_path / "esafs.sqlite3"
+    template_path = tmp_path / "tag_definitions_stub.yaml"
+    generated_yaml_path = tmp_path / "tag_definitions.generated.yml"
+    compiled_db_path = tmp_path / "compiled_tags.sqlite"
+
+    template_path.write_text(
+        """
+roles:
+  facility_user:
+    scopes:
+      - read:data
+      - read:metadata
+  facility_admin:
+    scopes:
+      - read:data
+      - read:metadata
+      - write:data
+      - write:metadata
+      - delete:node
+      - delete:revision
+      - create:node
+      - register
+tags:
+  data_admin:
+    users:
+      - name: "0000-0001-0000-0001"
+        role: facility_admin
+tag_owners: {}
+""".lstrip(),
+        encoding="utf-8",
+    )
+
+    esaf = {
+        "Beamline": "12.3.2",
+        "Description": "Test ESAF",
+        "EsafFriendlyId": "SB-01482-001",
+        "EsafId": 36017,
+        "ExpLead": {
+            "Alsid": 83512,
+            "Email": "chu2@lbl.gov",
+            "LbnlId": "070285",
+            "Name": "Cheng Hu",
+            "Orcid": "0000-0003-2335-7806",
+        },
+        "IsExportControlled": "No",
+        "Materials": [],
+        "PI": {
+            "Alsid": 11525,
+            "Email": "erotenberg@lbl.gov",
+            "LbnlId": "275451",
+            "Name": "Eli Rotenberg",
+            "Orcid": "0000-0002-3979-8844",
+        },
+        "Participants": [],
+        "ProposalFriendlyId": "ALS-13362",
+        "ProposalId": 19907,
+        "ScheduledEvents": [],
+        "Status": "Draft",
+        "Title": "Test ESAF",
+        "Version": 1,
+    }
+
+    with sqlite3.connect(esaf_db_path) as connection:
+        ensure_schema(connection)
+        sync_beamline(
+            connection,
+            beamline="12.3.2",
+            esafs=[esaf],
+            synced_at="2026-04-04T00:00:00+00:00",
+        )
+
+    compile_tags(
+        output_sqlite_path=compiled_db_path,
+        esaf_db_path=esaf_db_path,
+        tag_definitions_path=template_path,
+        generated_tag_definitions_path=generated_yaml_path,
+    )
+
+    with sqlite3.connect(compiled_db_path) as con:
+        cur = con.cursor()
+
+        # data_admin tag exists in the compiled database
+        cur.execute("SELECT id FROM tags WHERE name = 'data_admin'")
+        data_admin_row = cur.fetchone()
+        assert data_admin_row is not None, "data_admin tag not found in compiled DB"
+        data_admin_id = data_admin_row[0]
+
+        # the data_admin user is associated with data_admin and has facility_admin scopes
+        cur.execute(
+            """
+            SELECT s.name FROM tags_users_scopes tus
+            JOIN users u ON u.id = tus.user_id
+            JOIN scopes s ON s.id = tus.scope_id
+            WHERE tus.tag_id = ? AND u.name = '0000-0001-0000-0001'
+            ORDER BY s.name
+            """,
+            (data_admin_id,),
+        )
+        admin_scopes = {row[0] for row in cur.fetchall()}
+        assert "read:data" in admin_scopes
+        assert "write:data" in admin_scopes
+        assert "create:node" in admin_scopes
+        assert "delete:node" in admin_scopes
+
+        # facility_user scopes are present in the DB (used by ESAF and staff tags)
+        cur.execute("SELECT name FROM scopes ORDER BY name")
+        all_scopes = {row[0] for row in cur.fetchall()}
+        assert "read:data" in all_scopes
+        assert "read:metadata" in all_scopes
+
+        # the data_admin user does NOT have facility_user-only read:data access
+        # on the ESAF tag (it gets access via auto_tag, not direct membership)
+        cur.execute("SELECT id FROM tags WHERE name = 'SB-01482-001'")
+        assert (
+            cur.fetchone() is not None
+        ), "SB-01482-001 ESAF tag not found in compiled DB"
diff --git a/tests/test_user_office.py b/tests/test_user_office.py
index 7e499ec..0abdb18 100644
--- a/tests/test_user_office.py
+++ b/tests/test_user_office.py
@@ -95,7 +95,7 @@ def test_sync_beamline_persists_normalized_records() -> None:
         assert user_count == 2
 
         role_rows = connection.execute(
-            "SELECT user_key, role FROM esaf_user WHERE esaf_id = 36017"
+            "SELECT user_key, role FROM esaf_user WHERE esaf_id = 36017 "
             "ORDER BY role, user_key"
         ).fetchall()
         assert role_rows == [
diff --git a/tests/test_user_office_integration.py b/tests/test_user_office_integration.py
new file mode 100644
index 0000000..30d9513
--- /dev/null
+++ b/tests/test_user_office_integration.py
@@ -0,0 +1,99 @@
+import sqlite3
+from pathlib import Path
+
+import httpx
+import pytest
+import yaml  # type: ignore[import-untyped]
+
+from splash_tiled.access_control.tiled_tags import compile_tags
+from splash_tiled.access_control.user_office import (
+    DEFAULT_API_URL,
+    ensure_schema,
+    fetch_beamline_staff,
+    fetch_esafs,
+    get_beamline_staff_groups,
+    sync_beamline,
+    sync_beamline_staff_groups,
+)
+
+
+@pytest.mark.user_office
+def test_live_user_office_sync_compiles_stub_entries(tmp_path: Path) -> None:
+    repo_root = Path(__file__).resolve().parents[1]
+    stub_path = (
+        repo_root
+        / "src"
+        / "splash_tiled"
+        / "access_control"
+        / "tag_definitions_stub.yaml"
+    )
+
+    esaf_db_path = tmp_path / "esafs.sqlite3"
+    generated_yaml_path = tmp_path / "tag_definitions.generated.yml"
+    compiled_db_path = tmp_path / "compiled_tags.sqlite"
+
+    beamline = "12.3.2"
+    with httpx.Client(timeout=30.0, follow_redirects=True) as client:
+        try:
+            staff_payload = fetch_beamline_staff(client)
+            esafs = fetch_esafs(client, beamline=beamline, api_url=DEFAULT_API_URL)
+        except httpx.HTTPError as exc:
+            pytest.skip(f"User Office API unavailable: {exc}")
+
+    with sqlite3.connect(esaf_db_path) as connection:
+        ensure_schema(connection)
+        sync_beamline_staff_groups(
+            connection,
+            get_beamline_staff_groups(staff_payload),
+        )
+        sync_beamline(
+            connection,
+            beamline=beamline,
+            esafs=esafs,
+            synced_at="2026-04-28T00:00:00+00:00",
+        )
+
+    compile_tags(
+        output_sqlite_path=compiled_db_path,
+        esaf_db_path=esaf_db_path,
+        tag_definitions_path=stub_path,
+        generated_tag_definitions_path=generated_yaml_path,
+    )
+
+    stub = yaml.safe_load(stub_path.read_text(encoding="utf-8"))
+    data_admin_users = [
+        item["name"]
+        for item in ((stub.get("tags") or {}).get("data_admin") or {}).get("users", [])
+    ]
+    facility_admin_scopes = set(
+        ((stub.get("roles") or {}).get("facility_admin") or {}).get("scopes", [])
+    )
+    facility_user_scopes = set(
+        ((stub.get("roles") or {}).get("facility_user") or {}).get("scopes", [])
+    )
+
+    with sqlite3.connect(compiled_db_path) as connection:
+        cursor = connection.cursor()
+
+        cursor.execute("SELECT id FROM tags WHERE name = 'data_admin'")
+        data_admin_row = cursor.fetchone()
+        assert data_admin_row is not None
+        data_admin_tag_id = data_admin_row[0]
+
+        cursor.execute("SELECT name FROM scopes")
+        all_scopes = {row[0] for row in cursor.fetchall()}
+        assert facility_admin_scopes.issubset(all_scopes)
+        assert facility_user_scopes.issubset(all_scopes)
+
+        for user_name in data_admin_users:
+            cursor.execute(
+                """
+                SELECT s.name FROM tags_users_scopes tus
+                JOIN users u ON u.id = tus.user_id
+                JOIN scopes s ON s.id = tus.scope_id
+                WHERE tus.tag_id = ? AND u.name = ?
+                """,
+                (data_admin_tag_id, user_name),
+            )
+            user_scopes = {row[0] for row in cursor.fetchall()}
+            assert facility_admin_scopes.issubset(user_scopes)
diff --git a/tiled_config/config.yaml b/tiled_config/config.yaml
new file mode 100644
index 0000000..001d710
--- /dev/null
+++ b/tiled_config/config.yaml
@@ -0,0 +1,45 @@
+authentication:
+    providers:
+    - provider: example
+      authenticator: tiled.authenticators:DictionaryAuthenticator
+      args:
+        users_to_passwords:
+          alice: ${ALICE_PASSWORD}
+          bob: ${BOB_PASSWORD}
+        confirmation_message: "You have logged in as {id}."
+    tiled_admins:
+      - provider: example
+        id: alice
+
+file_extensions:
+  edf: application/x-edf
+  gb: application/x-gb
+
+access_control:
+  access_policy: "tiled.access_control.access_policies:TagBasedAccessPolicy"
+  args:
+    provider: "example"
+    scopes:
+    - "read:metadata"
+    - "read:data"
+    - "write:metadata"
+    - "write:data"
+    - "delete:revision"
+    - "delete:node"
+    - "create:node"
+    - "register"
+    tags_db:
+      uri: "/app/data/compiled_tags.sqlite"
+    access_tags_parser: "tiled.access_control.access_tags:AccessTagsParser"
+
+trees:
+  - path: /
+    tree: catalog
+    args:
+      uri: /app/data/catalog.db
+      readable_storage: [/app/data]
+      writable_storage: /app/data
+      init_if_not_exists: true
+      adapters_by_mimetype:
+        application/x-edf: splash_tiled.bl733.adapters.edf:EDFAdapter
+        application/x-gb: splash_tiled.bl733.adapters.gb:GeneralBinaryPilatus2MAdapter
diff --git a/tiled_config/config_compose.yaml b/tiled_config/config_compose.yaml
new file mode 100644
index 0000000..2e0c39f
--- /dev/null
+++ b/tiled_config/config_compose.yaml
@@ -0,0 +1,31 @@
+file_extensions:
+  edf: application/x-edf
+  gb: application/x-gb
+
+access_control:
+  access_policy: "tiled.access_control.access_policies:TagBasedAccessPolicy"
+  args:
+    provider: "toy"
+    scopes:
+    - "read:metadata"
+    - "read:data"
+    - "write:metadata"
+    - "write:data"
+    - "delete:revision"
+    - "delete:node"
+    - "create:node"
+    - "register"
+    tags_db:
+      uri: "/app/data/compiled_tags.sqlite"
+    access_tags_parser: "tiled.access_control.access_tags:AccessTagsParser"
+
+trees:
+  - path: /
+    tree: tiled.catalog:from_uri
+    args:
+      uri: /app/data/catalog.db
+      readable_storage: [/app/data]
+      init_if_not_exists: true
+      adapters_by_mimetype:
+        application/x-edf: splash_tiled.bl733.adapters.edf:EDFAdapter
+        application/x-gb: splash_tiled.bl733.adapters.gb:GeneralBinaryPilatus2MAdapter

From 92d580735cb84ab37484bb136efac9bc2f900a88 Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Wed, 29 Apr 2026 08:54:44 -0700
Subject: [PATCH 10/31] change all sqlite to .db

---
 README.md                                     |  2 +-
 TAGS.md                                       | 30 +++++++++----------
 docker-compose.yaml                           |  6 ++--
 pixi.toml                                     |  6 ++--
 scripts/seed_dev_catalog.py                   |  2 +-
 scripts/sync_scheduler.py                     |  8 ++---
 src/splash_tiled/access_control/tiled_tags.py |  4 +--
 .../access_control/user_office.py             |  4 +--
 tests/test_tiled_tags.py                      | 16 +++++-----
 tests/test_user_office_integration.py         |  4 +--
 tiled_config/config.yaml                      |  2 +-
 tiled_config/config_compose.yaml              |  2 +-
 12 files changed, 43 insertions(+), 43 deletions(-)

diff --git a/README.md b/README.md
index f7f26d8..92c38db 100755
--- a/README.md
+++ b/README.md
@@ -197,7 +197,7 @@ The repository includes a small CLI for loading ESAFs into SQLite.
 als-esaf-sync \
    --beamline 7.0.2 \
    --beamline 12.3.2 \
-   --db-path ./esafs.sqlite3
+   --db-path ./esafs.db
 ```
 
 The script stores data in four tables:
diff --git a/TAGS.md b/TAGS.md
index 8aeb3b8..499f7c7 100644
--- a/TAGS.md
+++ b/TAGS.md
@@ -53,7 +53,7 @@ A set of principals that are allowed to *apply* a tag to a node. Defined in
 
 ### Compiled tags database
 
-`compiled_tags.sqlite` — the output of the `tiled_tags compile` command. It
+`compiled_tags.db` — the output of the `tiled_tags compile` command. It
 resolves every group name to a concrete list of user identities (ORCIDs) and stores
 the results in a form that Tiled can query at request time. Tiled reloads this file
 automatically; no server restart is required after a recompile.
@@ -143,56 +143,56 @@ update from the host or inside a container.
 ```bash
 python -m splash_tiled.access_control.user_office \
     --beamline 12.3.2 --beamline 9.3.2 --beamline 7.0.2 \
-    --db-path data/esafs.sqlite3 \
+    --db-path data/esafs.db \
     --api-url https://als-esaf.als.lbl.gov/EsafInformation/GetEsaf
 ```
 
 Use `--all` instead of individual `--beamline` flags to sync every beamline. This
-writes ESAF and staff records to `esafs.sqlite3`.
+writes ESAF and staff records to `esafs.db`.
 
 ### Step 2 — Compile tags
 
 ```bash
 python -m splash_tiled.access_control.tiled_tags compile \
-    --esaf-sqlite-path    data/esafs.sqlite3 \
+    --esaf-sqlite-path    data/esafs.db \
     --tag-definitions-path src/splash_tiled/access_control/tag_definitions_stub.yaml \
     --generated-yaml-path data/tag_definitions.generated.yml \
-    --output-sqlite-path  data/compiled_tags.sqlite
+    --output-sqlite-path  data/compiled_tags.db
 ```
 
 This command:
-1. Reads `esafs.sqlite3` to build per-ESAF and per-beamline-staff tags.
+1. Reads `esafs.db` to build per-ESAF and per-beamline-staff tags.
 2. Merges them with the static definitions in `tag_definitions_stub.yaml`.
 3. Writes the merged YAML to `tag_definitions.generated.yml` (useful for
    inspection and debugging).
-4. Compiles the YAML into `compiled_tags.sqlite`, resolving all group names to
+4. Compiles the YAML into `compiled_tags.db`, resolving all group names to
    ORCID lists.
 
-Tiled picks up the new `compiled_tags.sqlite` automatically — no restart needed.
+Tiled picks up the new `compiled_tags.db` automatically — no restart needed.
 
 ### Using podman-compose (inside the sync-worker container)
 
 ```bash
 podman-compose run --rm --no-deps sync-worker \
     python -m splash_tiled.access_control.tiled_tags compile \
-        --esaf-sqlite-path    /app/data/esafs.sqlite3 \
+        --esaf-sqlite-path    /app/data/esafs.db \
         --tag-definitions-path /app/src/splash_tiled/access_control/tag_definitions_stub.yaml \
         --generated-yaml-path /app/data/tag_definitions.generated.yml \
-        --output-sqlite-path  /app/data/compiled_tags.sqlite
+        --output-sqlite-path  /app/data/compiled_tags.db
 ```
 
 ### Verifying the result
 
 ```bash
 # Check compiled staff tags
-sqlite3 data/compiled_tags.sqlite \
+sqlite3 data/compiled_tags.db \
     "SELECT name FROM tags WHERE name LIKE '%-staff' ORDER BY name"
 
 # Count all compiled tags
-sqlite3 data/compiled_tags.sqlite "SELECT COUNT(*) FROM tags"
+sqlite3 data/compiled_tags.db "SELECT COUNT(*) FROM tags"
 
 # Inspect a specific proposal's owners
-sqlite3 data/compiled_tags.sqlite \
+sqlite3 data/compiled_tags.db \
     "SELECT u.name FROM tags t
      JOIN tags_users_scopes tus ON tus.tag_id = t.id
      JOIN users u ON u.id = tus.user_id
@@ -205,10 +205,10 @@ sqlite3 data/compiled_tags.sqlite \
 |---|---|---|
 | `SYNC_CRON` | — | Cron expression for automatic sync (required) |
 | `BEAMLINES` | `12.3.2,9.3.2,7.0.2` | Comma-separated beamline list, or `all` |
-| `ESAF_DB_PATH` | `/app/tags/esafs.sqlite3` | Path to the ESAF SQLite database |
+| `ESAF_DB_PATH` | `/app/tags/esafs.db` | Path to the ESAF SQLite database |
 | `TAGS_TEMPLATE` | `/app/src/.../tag_definitions_stub.yaml` | Static tag definitions template |
 | `GENERATED_TAGS_YAML` | `/app/tags/tag_definitions.generated.yml` | Generated YAML output path |
-| `COMPILED_TAGS_DB` | `/app/tags/compiled_tags.sqlite` | Compiled tags output path |
+| `COMPILED_TAGS_DB` | `/app/tags/compiled_tags.db` | Compiled tags output path |
 
 ---
 
diff --git a/docker-compose.yaml b/docker-compose.yaml
index fa5d6c3..4a7f122 100644
--- a/docker-compose.yaml
+++ b/docker-compose.yaml
@@ -43,8 +43,8 @@ services:
     environment:
       SYNC_CRON: "*/5 * * * *"
       BEAMLINES: "12.3.2,9.3.2,7.0.2"
-      ESAF_DB_PATH: /app/data/esafs.sqlite3
-      COMPILED_TAGS_DB: /app/data/compiled_tags.sqlite
+      ESAF_DB_PATH: /app/data/esafs.db
+      COMPILED_TAGS_DB: /app/data/compiled_tags.db
       GENERATED_TAGS_YAML: /app/data/tag_definitions.generated.yml
       TAGS_TEMPLATE: /app/src/splash_tiled/access_control/tag_definitions_stub.yaml
     volumes:
@@ -77,5 +77,5 @@ services:
       - tiled
     environment:
       ALICE_PASSWORD: ${ALICE_PASSWORD}
-      COMPILED_TAGS_DB: /app/data/compiled_tags.sqlite
+      COMPILED_TAGS_DB: /app/data/compiled_tags.db
     restart: "no"
diff --git a/pixi.toml b/pixi.toml
index 11165ee..cb0fd26 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -40,7 +40,7 @@ test = "pytest --cov=splash_tiled --cov-report=term-missing"
 test_user_office = "pytest -m user_office"
 lint = "flake8 src tests && black --check src tests && isort --check-only src tests && mypy src"
 format = "black src tests && isort src tests"
-als-hub = "als-hub --db-path ./esafs.sqlite3"
+als-hub = "als-hub --db-path ./esafs.db"
 compile-tags = "compile-tags"
-compile-tags-db = "compile-tags compile --esaf-sqlite-path ./tags/esafs.sqlite3 --output-sqlite-path ./tags/compiled_tags.sqlite3"
-generate-tags-yaml = "compile-tags generate-yaml --esaf-sqlite-path ./tags/esafs.sqlite3 --output-yaml-path ./tags/tag_definitions.generated.yml"
+compile-tags-db = "compile-tags compile --esaf-sqlite-path ./tags/esafs.db --output-sqlite-path ./tags/compiled_tags.db"
+generate-tags-yaml = "compile-tags generate-yaml --esaf-sqlite-path ./tags/esafs.db --output-yaml-path ./tags/tag_definitions.generated.yml"
diff --git a/scripts/seed_dev_catalog.py b/scripts/seed_dev_catalog.py
index af54da6..c526b55 100644
--- a/scripts/seed_dev_catalog.py
+++ b/scripts/seed_dev_catalog.py
@@ -259,7 +259,7 @@ def parse_args() -> argparse.Namespace:
     )
     parser.add_argument(
         "--compiled-tags-db",
-        default=os.getenv("COMPILED_TAGS_DB", "/app/tags/compiled_tags.sqlite"),
+        default=os.getenv("COMPILED_TAGS_DB", "/app/tags/compiled_tags.db"),
         help="Path to compiled tags sqlite DB used to validate access tags.",
     )
     return parser.parse_args()
diff --git a/scripts/sync_scheduler.py b/scripts/sync_scheduler.py
index 7f1a1f7..cf04e7c 100644
--- a/scripts/sync_scheduler.py
+++ b/scripts/sync_scheduler.py
@@ -116,7 +116,7 @@ def main(
         "--esaf-db-path",
         help=(
             "Path to ESAF SQLite DB. If omitted, uses ESAF_DB_PATH "
-            "(default: /app/tags/esafs.sqlite3)."
+            "(default: /app/tags/esafs.db)."
         ),
     ),
     tags_template: Path | None = typer.Option(
@@ -142,7 +142,7 @@ def main(
         "--compiled-tags-db",
         help=(
             "Path to compiled tags SQLite DB. If omitted, uses "
-            "COMPILED_TAGS_DB (default: /app/tags/compiled_tags.sqlite)."
+            "COMPILED_TAGS_DB (default: /app/tags/compiled_tags.db)."
         ),
     ),
 ) -> None:
@@ -150,7 +150,7 @@ def main(
     resolved_esaf_db_path = resolve_path_option(
         esaf_db_path,
         env_name="ESAF_DB_PATH",
-        default="/app/tags/esafs.sqlite3",
+        default="/app/tags/esafs.db",
     )
     resolved_tags_template = resolve_path_option(
         tags_template,
@@ -165,7 +165,7 @@ def main(
     resolved_compiled_tags_db = resolve_path_option(
         compiled_tags_db,
         env_name="COMPILED_TAGS_DB",
-        default="/app/tags/compiled_tags.sqlite",
+        default="/app/tags/compiled_tags.db",
     )
     api_url = get_env(
         "API_URL",
diff --git a/src/splash_tiled/access_control/tiled_tags.py b/src/splash_tiled/access_control/tiled_tags.py
index a69f7a8..c7b5e1e 100644
--- a/src/splash_tiled/access_control/tiled_tags.py
+++ b/src/splash_tiled/access_control/tiled_tags.py
@@ -18,11 +18,11 @@
 
 
 def get_default_esaf_db_path() -> Path:
-    return Path(__file__).resolve().parents[3] / "esafs.sqlite3"
+    return Path(__file__).resolve().parents[3] / "esafs.db"
 
 
 def get_default_output_sqlite_path() -> Path:
-    return Path(__file__).resolve().parent / "compiled_tags.sqlite"
+    return Path(__file__).resolve().parent / "compiled_tags.db"
 
 
 def get_default_tag_definitions_path() -> Path:
diff --git a/src/splash_tiled/access_control/user_office.py b/src/splash_tiled/access_control/user_office.py
index 22d9922..a225683 100644
--- a/src/splash_tiled/access_control/user_office.py
+++ b/src/splash_tiled/access_control/user_office.py
@@ -708,9 +708,9 @@ def cli(
         help="Sync every beamline defined in the Beamline enum.",
     ),
     db_path: Path = typer.Option(
-        Path("esafs.sqlite3"),
+        Path("esafs.db"),
         "--db-path",
-        help="SQLite database path. Defaults to ./esafs.sqlite3.",
+        help="SQLite database path. Defaults to ./esafs.db.",
     ),
     api_url: str = typer.Option(
         DEFAULT_API_URL,
diff --git a/tests/test_tiled_tags.py b/tests/test_tiled_tags.py
index 7839d9d..265f245 100644
--- a/tests/test_tiled_tags.py
+++ b/tests/test_tiled_tags.py
@@ -22,7 +22,7 @@
 
 
 def test_ensure_output_sqlite_path_creates_parent_and_file(tmp_path: Path) -> None:
-    output_path = tmp_path / "nested" / "compiled_tags.sqlite"
+    output_path = tmp_path / "nested" / "compiled_tags.db"
 
     resolved_path = ensure_output_sqlite_path(output_path)
 
@@ -42,7 +42,7 @@ def test_build_sqlite_uri_uses_absolute_sqlite_file_uri(tmp_path: Path) -> None:
 def test_ensure_output_sqlite_path_raises_for_unwritable_directory(
     monkeypatch: pytest.MonkeyPatch, tmp_path: Path
 ) -> None:
-    output_path = tmp_path / "compiled_tags.sqlite"
+    output_path = tmp_path / "compiled_tags.db"
 
     def raise_permission_error(*args, **kwargs) -> None:
         raise PermissionError("permission denied")
@@ -56,7 +56,7 @@ def raise_permission_error(*args, **kwargs) -> None:
 def test_build_generated_tag_definitions_includes_template_sections_and_esaf_tags(
     tmp_path: Path,
 ) -> None:
-    esaf_db_path = tmp_path / "esafs.sqlite3"
+    esaf_db_path = tmp_path / "esafs.db"
     template_path = tmp_path / "tag_definitions_stub.yaml"
 
     template_path.write_text(
@@ -166,7 +166,7 @@ def test_write_tag_definitions_yaml_writes_yaml_file(tmp_path: Path) -> None:
 def test_generate_tag_definitions_yaml_writes_generated_esaf_tags(
     tmp_path: Path,
 ) -> None:
-    esaf_db_path = tmp_path / "esafs.sqlite3"
+    esaf_db_path = tmp_path / "esafs.db"
     template_path = tmp_path / "tag_definitions_stub.yaml"
     output_yaml_path = tmp_path / "tag_definitions.generated.yml"
 
@@ -250,7 +250,7 @@ def test_generate_tag_definitions_yaml_writes_generated_esaf_tags(
 def test_build_generated_tag_definitions_staff_group_in_auto_tags(
     tmp_path: Path,
 ) -> None:
-    esaf_db_path = tmp_path / "esafs.sqlite3"
+    esaf_db_path = tmp_path / "esafs.db"
     template_path = tmp_path / "tag_definitions_stub.yaml"
 
     template_path.write_text(
@@ -316,7 +316,7 @@ def test_build_generated_tag_definitions_staff_group_in_auto_tags(
 def test_build_group_parser_includes_empty_beamline_staff_groups(
     tmp_path: Path,
 ) -> None:
-    esaf_db_path = tmp_path / "esafs.sqlite3"
+    esaf_db_path = tmp_path / "esafs.db"
 
     esaf = {
         "Beamline": "12.3.2",
@@ -369,10 +369,10 @@ def test_build_group_parser_includes_empty_beamline_staff_groups(
 def test_compile_tags_reflects_roles_and_data_admin_in_sqlite(
     tmp_path: Path,
 ) -> None:
-    esaf_db_path = tmp_path / "esafs.sqlite3"
+    esaf_db_path = tmp_path / "esafs.db"
     template_path = tmp_path / "tag_definitions_stub.yaml"
     generated_yaml_path = tmp_path / "tag_definitions.generated.yml"
-    compiled_db_path = tmp_path / "compiled_tags.sqlite"
+    compiled_db_path = tmp_path / "compiled_tags.db"
 
     template_path.write_text(
         """
diff --git a/tests/test_user_office_integration.py b/tests/test_user_office_integration.py
index 30d9513..0fd28fc 100644
--- a/tests/test_user_office_integration.py
+++ b/tests/test_user_office_integration.py
@@ -28,9 +28,9 @@ def test_live_user_office_sync_compiles_stub_entries(tmp_path: Path) -> None:
         / "tag_definitions_stub.yaml"
     )
 
-    esaf_db_path = tmp_path / "esafs.sqlite3"
+    esaf_db_path = tmp_path / "esafs.db"
     generated_yaml_path = tmp_path / "tag_definitions.generated.yml"
-    compiled_db_path = tmp_path / "compiled_tags.sqlite"
+    compiled_db_path = tmp_path / "compiled_tags.db"
 
     beamline = "12.3.2"
     with httpx.Client(timeout=30.0, follow_redirects=True) as client:
diff --git a/tiled_config/config.yaml b/tiled_config/config.yaml
index 001d710..1e0c4c4 100644
--- a/tiled_config/config.yaml
+++ b/tiled_config/config.yaml
@@ -29,7 +29,7 @@ access_control:
     - "create:node"
     - "register"
     tags_db:
-      uri: "/app/data/compiled_tags.sqlite"
+      uri: "/app/data/compiled_tags.db"
     access_tags_parser: "tiled.access_control.access_tags:AccessTagsParser"
 
 trees:
diff --git a/tiled_config/config_compose.yaml b/tiled_config/config_compose.yaml
index 2e0c39f..49a9149 100644
--- a/tiled_config/config_compose.yaml
+++ b/tiled_config/config_compose.yaml
@@ -16,7 +16,7 @@ access_control:
     - "create:node"
     - "register"
     tags_db:
-      uri: "/app/data/compiled_tags.sqlite"
+      uri: "/app/data/compiled_tags.db"
     access_tags_parser: "tiled.access_control.access_tags:AccessTagsParser"
 
 trees:

From bdad296b0c6657232d64de430b083838f0c58e62 Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Wed, 29 Apr 2026 09:00:14 -0700
Subject: [PATCH 11/31] more test cleanup

---
 pixi.toml                             |  1 +
 tests/test_user_office_integration.py | 15 +++++++++++++++
 2 files changed, 16 insertions(+)

diff --git a/pixi.toml b/pixi.toml
index cb0fd26..9f5a6fe 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -38,6 +38,7 @@ fabio = "*"
 [tasks]
 test = "pytest --cov=splash_tiled --cov-report=term-missing"
 test_user_office = "pytest -m user_office"
+test_integration = "pytest tests/test_user_office_integration.py -v"
 lint = "flake8 src tests && black --check src tests && isort --check-only src tests && mypy src"
 format = "black src tests && isort src tests"
 als-hub = "als-hub --db-path ./esafs.db"
diff --git a/tests/test_user_office_integration.py b/tests/test_user_office_integration.py
index 0fd28fc..4f46c66 100644
--- a/tests/test_user_office_integration.py
+++ b/tests/test_user_office_integration.py
@@ -19,6 +19,21 @@
 
 @pytest.mark.user_office
 def test_live_user_office_sync_compiles_stub_entries(tmp_path: Path) -> None:
+    """Hit the live User Office API, sync ESAFs and beamline staff, compile tags, and verify the compiled DB.
+
+    Fetches real ESAF records for beamline 12.3.2 and the full beamline-staff
+    payload, writes them into a fresh SQLite DB, then runs compile_tags against
+    the repo's tag_definitions_stub.yaml.  Asserts that:
+
+    - The compiled DB contains a 'data_admin' tag matching the stub definition.
+    - All scopes declared for the 'facility_admin' and 'facility_user' roles in
+      the stub are present in the compiled scopes table.
+    - Every user listed under 'data_admin' in the stub has been granted at least
+      the full set of 'facility_admin' scopes in the compiled tags_users_scopes
+      table.
+
+    Skipped automatically if the User Office API is unreachable.
+    """
     repo_root = Path(__file__).resolve().parents[1]
     stub_path = (
         repo_root

From ba36e713bd69bfcdbef7eeb24a25a841c83f21b4 Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Wed, 29 Apr 2026 10:09:16 -0700
Subject: [PATCH 12/31] add access cli

---
 .gitignore                                    |   1 +
 TAGS.md                                       |  88 +++---
 docker-compose.yaml                           |  17 ++
 pixi.toml                                     |   5 +-
 pyproject.toml                                |   2 +
 src/splash_tiled/access_control/cli.py        | 109 ++++++++
 src/splash_tiled/access_control/inspect.py    | 256 ++++++++++++++++++
 .../access_control/user_office.py             |  79 +++---
 tests/test_user_office.py                     |  50 ++--
 9 files changed, 488 insertions(+), 119 deletions(-)
 create mode 100644 src/splash_tiled/access_control/cli.py
 create mode 100644 src/splash_tiled/access_control/inspect.py

diff --git a/.gitignore b/.gitignore
index 2765f5e..bd57646 100755
--- a/.gitignore
+++ b/.gitignore
@@ -188,3 +188,4 @@ ehthumbs.db
 *.sqlite3-*
 tag_definitions.generated.yml
 data/
+tags/
diff --git a/TAGS.md b/TAGS.md
index 499f7c7..be8a762 100644
--- a/TAGS.md
+++ b/TAGS.md
@@ -132,73 +132,59 @@ node tagged with SB-01482-001
 
 ---
 
-## How to run an update
-
-Updates are normally performed automatically by the `sync-worker` container on the
-schedule configured by `SYNC_CRON`. The steps below show how to trigger a manual
-update from the host or inside a container.
+## The `access` CLI
 
-### Step 1 — Sync ESAFs and staff from the User Office API
+All compile and query operations are available through the `access` command.
 
-```bash
-python -m splash_tiled.access_control.user_office \
-    --beamline 12.3.2 --beamline 9.3.2 --beamline 7.0.2 \
-    --db-path data/esafs.db \
-    --api-url https://als-esaf.als.lbl.gov/EsafInformation/GetEsaf
 ```
+access compile all            # sync User Office APIs then compile tags
+access compile useroffice     # sync User Office APIs only (writes esafs.db)
+access compile compiled-tags  # compile tags from existing esafs.db
+
+access query beamlines
+access query proposals [--beamline 12.3.2] [--proposal SB]
+access query esaf    [--beamline 12.3.2] [--proposal SB]
+access query proposal-members <esaf-friendly-id>
+access query beamline-members <beamline>
+access query user-proposals   <orcid>
+access query user-beamlines   <orcid>
+access query tags             <orcid>
+```
+
+All compile subcommands default to `tags/esafs.db` and `tags/compiled_tags.db`.
+All query subcommands default to `--db-path tags/esafs.db` and
+`--compiled-db tags/compiled_tags.db`.
 
-Use `--all` instead of individual `--beamline` flags to sync every beamline. This
-writes ESAF and staff records to `esafs.db`.
+### Running from a container
 
-### Step 2 — Compile tags
+The `access-ctl` service is defined in `docker-compose.yaml` with
+`profiles: [access]` so it never starts automatically. Use
+`docker compose run` to invoke it on demand:
 
 ```bash
-python -m splash_tiled.access_control.tiled_tags compile \
-    --esaf-sqlite-path    data/esafs.db \
-    --tag-definitions-path src/splash_tiled/access_control/tag_definitions_stub.yaml \
-    --generated-yaml-path data/tag_definitions.generated.yml \
-    --output-sqlite-path  data/compiled_tags.db
+docker compose run --rm access-ctl compile all
+docker compose run --rm access-ctl query beamline-members 12.3.2
+docker compose run --rm access-ctl query tags 0000-0002-3979-8844
 ```
 
-This command:
-1. Reads `esafs.db` to build per-ESAF and per-beamline-staff tags.
-2. Merges them with the static definitions in `tag_definitions_stub.yaml`.
-3. Writes the merged YAML to `tag_definitions.generated.yml` (useful for
-   inspection and debugging).
-4. Compiles the YAML into `compiled_tags.db`, resolving all group names to
-   ORCID lists.
+---
 
-Tiled picks up the new `compiled_tags.db` automatically — no restart needed.
+## How to run an update
 
-### Using podman-compose (inside the sync-worker container)
+Updates are normally performed automatically by the `sync-worker` container on the
+schedule configured by `SYNC_CRON`. To trigger a manual update from the host:
 
 ```bash
-podman-compose run --rm --no-deps sync-worker \
-    python -m splash_tiled.access_control.tiled_tags compile \
-        --esaf-sqlite-path    /app/data/esafs.db \
-        --tag-definitions-path /app/src/splash_tiled/access_control/tag_definitions_stub.yaml \
-        --generated-yaml-path /app/data/tag_definitions.generated.yml \
-        --output-sqlite-path  /app/data/compiled_tags.db
-```
-
-### Verifying the result
+# Full update: sync User Office APIs then compile tags
+access compile all
 
-```bash
-# Check compiled staff tags
-sqlite3 data/compiled_tags.db \
-    "SELECT name FROM tags WHERE name LIKE '%-staff' ORDER BY name"
-
-# Count all compiled tags
-sqlite3 data/compiled_tags.db "SELECT COUNT(*) FROM tags"
-
-# Inspect a specific proposal's owners
-sqlite3 data/compiled_tags.db \
-    "SELECT u.name FROM tags t
-     JOIN tags_users_scopes tus ON tus.tag_id = t.id
-     JOIN users u ON u.id = tus.user_id
-     WHERE t.name = 'SB-01482-001' LIMIT 20"
+# Or as two separate steps:
+access compile useroffice
+access compile compiled-tags
 ```
 
+Tiled picks up the new `compiled_tags.db` automatically — no restart needed.
+
 ### Environment variables (sync-worker)
 
 | Variable | Default | Description |
diff --git a/docker-compose.yaml b/docker-compose.yaml
index 4a7f122..a67d3d0 100644
--- a/docker-compose.yaml
+++ b/docker-compose.yaml
@@ -53,6 +53,23 @@ services:
       - tiled
     restart: unless-stopped
 
+  access-ctl:
+    build:
+      context: .
+      dockerfile: Containerfile
+      security_opt:
+        - label=disable
+    userns_mode: keep-id
+    user: "${UID:-1000}:${GID:-1000}"
+    security_opt:
+      - label=disable
+    entrypoint: ["access"]
+    volumes:
+      - ./tags:/app/tags:rw,Z
+    profiles:
+      - access
+    restart: "no"
+
   seed-data:
     build:
       context: .
diff --git a/pixi.toml b/pixi.toml
index 9f5a6fe..058e247 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -41,7 +41,4 @@ test_user_office = "pytest -m user_office"
 test_integration = "pytest tests/test_user_office_integration.py -v"
 lint = "flake8 src tests && black --check src tests && isort --check-only src tests && mypy src"
 format = "black src tests && isort src tests"
-als-hub = "als-hub --db-path ./esafs.db"
-compile-tags = "compile-tags"
-compile-tags-db = "compile-tags compile --esaf-sqlite-path ./tags/esafs.db --output-sqlite-path ./tags/compiled_tags.db"
-generate-tags-yaml = "compile-tags generate-yaml --esaf-sqlite-path ./tags/esafs.db --output-yaml-path ./tags/tag_definitions.generated.yml"
+access = "access"
diff --git a/pyproject.toml b/pyproject.toml
index c2030b7..835747d 100755
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -46,6 +46,8 @@ Documentation = "https://github.com/als-lbl/splash_tiled#readme"
 als-tiled = "splash_tiled.main:main"
 als-hub = "splash_tiled.access_control.user_office:main"
 compile-tags = "splash_tiled.access_control.tiled_tags:main"
+access-query = "splash_tiled.access_control.inspect:main"
+access = "splash_tiled.access_control.cli:main"
 
 [tool.setuptools.packages.find]
 where = ["src"]
diff --git a/src/splash_tiled/access_control/cli.py b/src/splash_tiled/access_control/cli.py
new file mode 100644
index 0000000..64fbb3f
--- /dev/null
+++ b/src/splash_tiled/access_control/cli.py
@@ -0,0 +1,109 @@
+from __future__ import annotations
+
+from pathlib import Path
+from typing import Optional
+
+import typer
+
+from splash_tiled.access_control.inspect import app as query_app
+from splash_tiled.access_control.tiled_tags import (
+    compile_tags,
+    get_default_tag_definitions_path,
+)
+from splash_tiled.access_control.user_office import (
+    ALL_BEAMLINES,
+    DEFAULT_API_URL,
+    run,
+)
+
+app = typer.Typer(help="ALS access control management.", add_completion=False)
+compile_app = typer.Typer(
+    help="Build ESAF and compiled-tags databases.", add_completion=False
+)
+
+app.add_typer(query_app, name="query")
+app.add_typer(compile_app, name="compile")
+
+_ESAF_DB = typer.Option(
+    Path("tags/esafs.db"), "--esaf-db", help="ESAF SQLite database."
+)
+_COMPILED_DB = typer.Option(
+    Path("tags/compiled_tags.db"),
+    "--compiled-db",
+    help="Compiled tags SQLite database.",
+)
+_GENERATED_YAML = typer.Option(
+    Path("tags/tag_definitions.generated.yml"),
+    "--generated-yaml",
+    help="Generated tag definitions YAML.",
+)
+_TAG_DEFS = typer.Option(
+    None,
+    "--tag-definitions",
+    help="Tag definitions stub YAML. Defaults to the package stub.",
+)
+_API_URL = typer.Option(DEFAULT_API_URL, "--api-url", help="ESAF API base URL.")
+_TIMEOUT = typer.Option(30.0, "--timeout", help="HTTP timeout in seconds.")
+
+
+def _resolve_tag_defs(tag_definitions: Optional[Path]) -> Path:
+    return tag_definitions or get_default_tag_definitions_path()
+
+
+@compile_app.command("useroffice")
+def compile_useroffice(
+    esaf_db: Path = _ESAF_DB,
+    api_url: str = _API_URL,
+    timeout: float = _TIMEOUT,
+) -> None:
+    """Fetch all beamlines and staff from the User Office APIs into the ESAF database."""
+    raise typer.Exit(
+        run(beamlines=ALL_BEAMLINES, db_path=esaf_db, api_url=api_url, timeout=timeout)
+    )
+
+
+@compile_app.command("compiled-tags")
+def compile_compiled_tags(
+    esaf_db: Path = _ESAF_DB,
+    compiled_db: Path = _COMPILED_DB,
+    generated_yaml: Path = _GENERATED_YAML,
+    tag_definitions: Optional[Path] = _TAG_DEFS,
+) -> None:
+    """Generate the compiled-tags database from the ESAF database."""
+    compile_tags(
+        output_sqlite_path=compiled_db,
+        esaf_db_path=esaf_db,
+        tag_definitions_path=_resolve_tag_defs(tag_definitions),
+        generated_tag_definitions_path=generated_yaml,
+    )
+
+
+@compile_app.command("all")
+def compile_all(
+    esaf_db: Path = _ESAF_DB,
+    compiled_db: Path = _COMPILED_DB,
+    generated_yaml: Path = _GENERATED_YAML,
+    tag_definitions: Optional[Path] = _TAG_DEFS,
+    api_url: str = _API_URL,
+    timeout: float = _TIMEOUT,
+) -> None:
+    """Fetch from User Office APIs then compile tags."""
+    exit_code = run(
+        beamlines=ALL_BEAMLINES, db_path=esaf_db, api_url=api_url, timeout=timeout
+    )
+    if exit_code != 0:
+        raise typer.Exit(exit_code)
+    compile_tags(
+        output_sqlite_path=compiled_db,
+        esaf_db_path=esaf_db,
+        tag_definitions_path=_resolve_tag_defs(tag_definitions),
+        generated_tag_definitions_path=generated_yaml,
+    )
+
+
+def main() -> None:
+    app()
+
+
+if __name__ == "__main__":
+    main()
diff --git a/src/splash_tiled/access_control/inspect.py b/src/splash_tiled/access_control/inspect.py
new file mode 100644
index 0000000..9b689db
--- /dev/null
+++ b/src/splash_tiled/access_control/inspect.py
@@ -0,0 +1,256 @@
+from __future__ import annotations
+
+import sqlite3
+from pathlib import Path
+from typing import Annotated, Optional
+
+import typer
+
+app = typer.Typer(
+    help="Query the ESAF database.",
+    add_completion=False,
+)
+
+_DB_OPTION = typer.Option(
+    Path("tags/esafs.db"),
+    "--db-path",
+    help="Path to the ESAF SQLite database.",
+)
+
+_COMPILED_DB_OPTION = typer.Option(
+    Path("tags/compiled_tags.db"),
+    "--compiled-db",
+    help="Path to the compiled tags SQLite database.",
+)
+
+
+def _connect(db_path: Path) -> sqlite3.Connection:
+    if not db_path.exists():
+        typer.echo(f"Database not found: {db_path}", err=True)
+        raise typer.Exit(1)
+    return sqlite3.connect(db_path)
+
+
+@app.command("user-proposals")
+def user_proposals(
+    orcid: Annotated[str, typer.Argument(help="User ORCID.")],
+    db_path: Path = _DB_OPTION,
+) -> None:
+    """List proposal groups a user belongs to."""
+    with _connect(db_path) as conn:
+        rows = conn.execute(
+            """
+            SELECT e.esaf_friendly_id, e.beamline_name, eu.role
+            FROM esaf_user eu
+            JOIN user u ON u.user_key = eu.user_key
+            JOIN esaf e ON e.esaf_id = eu.esaf_id
+            WHERE u.orcid = ?
+            ORDER BY e.beamline_name, e.esaf_friendly_id, eu.role
+            """,
+            (orcid,),
+        ).fetchall()
+    if not rows:
+        typer.echo(f"No proposals found for {orcid}")
+        return
+    typer.echo(f"{'ESAF':<20} {'BEAMLINE':<12} ROLE")
+    typer.echo("-" * 45)
+    for esaf_id, beamline, role in rows:
+        typer.echo(f"{esaf_id:<20} {beamline:<12} {role}")
+
+
+@app.command("user-beamlines")
+def user_beamlines(
+    orcid: Annotated[str, typer.Argument(help="User ORCID.")],
+    db_path: Path = _DB_OPTION,
+) -> None:
+    """List beamline staff groups a user belongs to."""
+    with _connect(db_path) as conn:
+        name_row = conn.execute(
+            "SELECT name FROM user WHERE orcid = ?", (orcid,)
+        ).fetchone()
+        rows = conn.execute(
+            "SELECT beamline_name FROM beamline_staff_user WHERE user_name = ? ORDER BY beamline_name",
+            (orcid,),
+        ).fetchall()
+    if not rows:
+        typer.echo(f"No beamline staff groups found for {orcid}")
+        return
+    label = name_row[0] if name_row and name_row[0] else orcid
+    typer.echo(f"{label} ({orcid})")
+    typer.echo("-" * 40)
+    for (beamline,) in rows:
+        typer.echo(beamline)
+
+
+def _esaf_where(
+    beamline: Optional[str], proposal: Optional[str]
+) -> tuple[str, list[str], str]:
+    clauses = ["esaf_friendly_id IS NOT NULL"]
+    params: list[str] = []
+    if beamline:
+        clauses.append("beamline_name = ?")
+        params.append(beamline)
+    if proposal:
+        clauses.append("esaf_friendly_id LIKE ?")
+        params.append(f"%{proposal}%")
+    order = "esaf_friendly_id" if beamline else "beamline_name, esaf_friendly_id"
+    return " AND ".join(clauses), params, order
+
+
+@app.command("proposals")
+def proposals(
+    beamline: Optional[str] = typer.Option(
+        None, "--beamline", help="Filter by exact beamline name."
+    ),
+    proposal: Optional[str] = typer.Option(
+        None, "--proposal", help="Filter by proposal ID substring (case-insensitive)."
+    ),
+    db_path: Path = _DB_OPTION,
+) -> None:
+    """List distinct proposals, with optional filters."""
+    where, params, order = _esaf_where(beamline, proposal)
+    with _connect(db_path) as conn:
+        rows = conn.execute(
+            f"SELECT DISTINCT esaf_friendly_id, beamline_name, status FROM esaf WHERE {where} ORDER BY {order}",
+            params,
+        ).fetchall()
+    if not rows:
+        typer.echo("No proposals found.")
+        return
+    typer.echo(f"{'ESAF':<20} {'BEAMLINE':<12} STATUS")
+    typer.echo("-" * 45)
+    for esaf_id, bl, status in rows:
+        typer.echo(f"{esaf_id:<20} {bl:<12} {status or ''}")
+
+
+@app.command("esaf")
+def esaf(
+    beamline: Optional[str] = typer.Option(
+        None, "--beamline", help="Filter by exact beamline name."
+    ),
+    proposal: Optional[str] = typer.Option(
+        None, "--proposal", help="Filter by proposal ID substring (case-insensitive)."
+    ),
+    db_path: Path = _DB_OPTION,
+) -> None:
+    """List ESAFs with title, with optional filters."""
+    where, params, order = _esaf_where(beamline, proposal)
+    with _connect(db_path) as conn:
+        rows = conn.execute(
+            f"SELECT DISTINCT esaf_friendly_id, beamline_name, status, title FROM esaf WHERE {where} ORDER BY {order}",
+            params,
+        ).fetchall()
+    if not rows:
+        typer.echo("No ESAFs found.")
+        return
+    typer.echo(f"{'ESAF':<20} {'BEAMLINE':<12} {'STATUS':<12} TITLE")
+    typer.echo("-" * 80)
+    for esaf_id, bl, status, title in rows:
+        title_col = (title or "")[:36]
+        typer.echo(f"{esaf_id:<20} {bl:<12} {(status or ''):<12} {title_col}")
+
+
+@app.command("beamlines")
+def beamlines(
+    db_path: Path = _DB_OPTION,
+) -> None:
+    """List distinct beamline groups."""
+    with _connect(db_path) as conn:
+        rows = conn.execute(
+            "SELECT name, esaf_count FROM beamline ORDER BY name"
+        ).fetchall()
+    if not rows:
+        typer.echo("No beamlines found.")
+        return
+    typer.echo(f"{'BEAMLINE':<16} ESAFS")
+    typer.echo("-" * 24)
+    for name, count in rows:
+        typer.echo(f"{name:<16} {count}")
+
+
+@app.command("proposal-members")
+def proposal_members(
+    esaf_friendly_id: Annotated[
+        str, typer.Argument(help="ESAF friendly ID (e.g. ALS-13362-001).")
+    ],
+    db_path: Path = _DB_OPTION,
+) -> None:
+    """List members of a proposal group."""
+    with _connect(db_path) as conn:
+        rows = conn.execute(
+            """
+            SELECT u.orcid, u.name, eu.role
+            FROM esaf_user eu
+            JOIN user u ON u.user_key = eu.user_key
+            JOIN esaf e ON e.esaf_id = eu.esaf_id
+            WHERE e.esaf_friendly_id = ?
+            ORDER BY eu.role, u.orcid
+            """,
+            (esaf_friendly_id,),
+        ).fetchall()
+    if not rows:
+        typer.echo(f"No members found for {esaf_friendly_id}")
+        return
+    typer.echo(f"{'ORCID':<22} {'NAME':<28} ROLE")
+    typer.echo("-" * 60)
+    for orcid, name, role in rows:
+        typer.echo(f"{orcid or '':<22} {(name or ''):<28} {role}")
+
+
+@app.command("beamline-members")
+def beamline_members(
+    beamline: Annotated[str, typer.Argument(help="Beamline name (e.g. 12.3.2).")],
+    db_path: Path = _DB_OPTION,
+) -> None:
+    """List staff members of a beamline group."""
+    with _connect(db_path) as conn:
+        rows = conn.execute(
+            """
+            SELECT bsu.user_name, u.name
+            FROM beamline_staff_user bsu
+            LEFT JOIN user u ON u.orcid = bsu.user_name
+            WHERE bsu.beamline_name = ?
+            ORDER BY u.name, bsu.user_name
+            """,
+            (beamline,),
+        ).fetchall()
+    if not rows:
+        typer.echo(f"No staff found for beamline {beamline}")
+        return
+    typer.echo(f"{'ORCID':<22} NAME")
+    typer.echo("-" * 50)
+    for orcid, name in rows:
+        typer.echo(f"{orcid:<22} {name or ''}")
+
+
+@app.command("tags")
+def tags(
+    orcid: Annotated[str, typer.Argument(help="User ORCID.")],
+    compiled_db: Path = _COMPILED_DB_OPTION,
+) -> None:
+    """List all tags a user has access to."""
+    with _connect(compiled_db) as conn:
+        rows = conn.execute(
+            """
+            SELECT DISTINCT t.name
+            FROM tags t
+            JOIN tags_users_scopes tus ON tus.tag_id = t.id
+            JOIN users u ON u.id = tus.user_id
+            WHERE u.name = ?
+            ORDER BY t.name
+            """,
+            (orcid,),
+        ).fetchall()
+    if not rows:
+        typer.echo(f"No tags found for {orcid}")
+        return
+    for (tag,) in rows:
+        typer.echo(tag)
+
+
+def main() -> None:
+    app()
+
+
+if __name__ == "__main__":
+    main()
diff --git a/src/splash_tiled/access_control/user_office.py b/src/splash_tiled/access_control/user_office.py
index a225683..653d5c6 100644
--- a/src/splash_tiled/access_control/user_office.py
+++ b/src/splash_tiled/access_control/user_office.py
@@ -88,18 +88,6 @@ def normalize_text(value: Any) -> str | None:
     return text or None
 
 
-def normalize_email(value: Any) -> str | None:
-    text = normalize_text(value)
-    return text.lower() if text else None
-
-
-def normalize_lbnl_id(value: Any) -> str | None:
-    text = normalize_text(value)
-    if text and text.lower() != "unknown":
-        return text
-    return None
-
-
 def normalize_int(value: Any) -> int | None:
     if value in (None, ""):
         return None
@@ -107,17 +95,9 @@ def normalize_int(value: Any) -> int | None:
 
 
 def user_key(person: dict[str, Any]) -> str:
-    alsid = normalize_int(person.get("Alsid"))
-    if alsid is not None:
-        return f"alsid:{alsid}"
-
-    email = normalize_email(person.get("Email"))
-    if email:
-        return f"email:{email}"
-
-    lbnl_id = normalize_lbnl_id(person.get("LbnlId"))
-    if lbnl_id:
-        return f"lbnl:{lbnl_id}"
+    orcid = normalize_text(person.get("Orcid"))
+    if orcid is not None:
+        return f"orcid:{orcid}"
 
     name = normalize_text(person.get("Name"))
     if name:
@@ -138,9 +118,6 @@ def ensure_schema(connection: sqlite3.Connection) -> None:
 
         CREATE TABLE IF NOT EXISTS user (
             user_key TEXT PRIMARY KEY,
-            alsid INTEGER,
-            email TEXT,
-            lbnl_id TEXT,
             name TEXT,
             orcid TEXT
         );
@@ -160,7 +137,6 @@ def ensure_schema(connection: sqlite3.Connection) -> None:
             is_export_controlled TEXT,
             materials_json TEXT NOT NULL,
             scheduled_events_json TEXT NOT NULL,
-            raw_json TEXT NOT NULL,
             updated_at TEXT NOT NULL,
             FOREIGN KEY (beamline_name) REFERENCES beamline(name),
             FOREIGN KEY (pi_user_key) REFERENCES user(user_key),
@@ -307,11 +283,11 @@ def fetch_beamline_staff(
 def get_beamline_staff_groups(
     staff_data: list[dict[str, Any]],
 ) -> dict[str, list[str]]:
-    """Build a mapping of beamline name -> list of member emails.
+    """Build a mapping of beamline name -> list of member ORCIDs.
 
     Every person who appears in a beamline's Staff list is included as a
-    member of that beamline's group, identified by their (normalised) email
-    address.  Entries without a usable email are skipped.
+    member of that beamline's group, identified by their ORCID.
+    Entries without a usable ORCID are skipped.
     """
     groups: dict[str, list[str]] = {}
     for entry in staff_data:
@@ -320,13 +296,34 @@ def get_beamline_staff_groups(
             continue
         members: set[str] = set()
         for person in entry.get("Staff") or []:
-            email = normalize_email(person.get("Email"))
-            if email:
-                members.add(email)
+            orcid = normalize_text(person.get("ORCID"))
+            if orcid:
+                members.add(orcid)
         groups[beamline_name] = sorted(members)
     return groups
 
 
+def upsert_staff_users(
+    connection: sqlite3.Connection,
+    staff_data: list[dict[str, Any]],
+) -> None:
+    for entry in staff_data:
+        for person in entry.get("Staff") or []:
+            orcid = normalize_text(person.get("ORCID"))
+            if not orcid:
+                continue
+            connection.execute(
+                """
+                INSERT INTO user (user_key, name, orcid)
+                VALUES (?, ?, ?)
+                ON CONFLICT(user_key) DO UPDATE SET
+                    name = excluded.name,
+                    orcid = excluded.orcid
+                """,
+                (f"orcid:{orcid}", normalize_text(person.get("Name")), orcid),
+            )
+
+
 def sync_beamline_staff_groups(
     connection: sqlite3.Connection,
     groups: dict[str, list[str]],
@@ -427,20 +424,14 @@ def upsert_user(
     is_new = not user_exists(connection, key)
     connection.execute(
         """
-        INSERT INTO user (user_key, alsid, email, lbnl_id, name, orcid)
-        VALUES (?, ?, ?, ?, ?, ?)
+        INSERT INTO user (user_key, name, orcid)
+        VALUES (?, ?, ?)
         ON CONFLICT(user_key) DO UPDATE SET
-            alsid = excluded.alsid,
-            email = excluded.email,
-            lbnl_id = excluded.lbnl_id,
             name = excluded.name,
             orcid = excluded.orcid
         """,
         (
             key,
-            normalize_int(person.get("Alsid")),
-            normalize_email(person.get("Email")),
-            normalize_lbnl_id(person.get("LbnlId")),
             normalize_text(person.get("Name")),
             normalize_text(person.get("Orcid")),
         ),
@@ -499,10 +490,9 @@ def sync_esaf(
             is_export_controlled,
             materials_json,
             scheduled_events_json,
-            raw_json,
             updated_at
         )
-        VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
+        VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
         ON CONFLICT(esaf_id) DO UPDATE SET
             beamline_name = excluded.beamline_name,
             esaf_friendly_id = excluded.esaf_friendly_id,
@@ -517,7 +507,6 @@ def sync_esaf(
             is_export_controlled = excluded.is_export_controlled,
             materials_json = excluded.materials_json,
             scheduled_events_json = excluded.scheduled_events_json,
-            raw_json = excluded.raw_json,
             updated_at = excluded.updated_at
         """,
         (
@@ -535,7 +524,6 @@ def sync_esaf(
             normalize_text(esaf.get("IsExportControlled")),
             json.dumps(esaf.get("Materials") or []),
             json.dumps(esaf.get("ScheduledEvents") or []),
-            json.dumps(esaf, sort_keys=True),
             synced_at,
         ),
     )
@@ -609,6 +597,7 @@ def run(
                 staff_data = fetch_beamline_staff(client)
                 staff_groups = get_beamline_staff_groups(staff_data)
                 sync_beamline_staff_groups(connection, staff_groups)
+                upsert_staff_users(connection, staff_data)
                 typer.echo(
                     "Stored beamline staff groups " f"for {len(staff_groups)} beamlines"
                 )
diff --git a/tests/test_user_office.py b/tests/test_user_office.py
index 0abdb18..0ad5e6e 100644
--- a/tests/test_user_office.py
+++ b/tests/test_user_office.py
@@ -1,4 +1,5 @@
 import sqlite3
+from typing import Any
 
 from splash_tiled.access_control.user_office import (
     ensure_schema,
@@ -11,15 +12,22 @@
 )
 
 
-def test_user_key_falls_back_to_email() -> None:
+def test_user_key_uses_orcid() -> None:
     person = {
-        "Alsid": None,
-        "Email": "Scientist@LBL.GOV ",
-        "LbnlId": "Unknown",
         "Name": "Scientist Name",
+        "Orcid": "0000-0001-2345-6789",
     }
 
-    assert user_key(person) == "email:scientist@lbl.gov"
+    assert user_key(person) == "orcid:0000-0001-2345-6789"
+
+
+def test_user_key_falls_back_to_name() -> None:
+    person = {
+        "Name": "Scientist Name",
+        "Orcid": None,
+    }
+
+    assert user_key(person) == "name:scientist name"
 
 
 def test_sync_beamline_persists_normalized_records() -> None:
@@ -89,7 +97,11 @@ def test_sync_beamline_persists_normalized_records() -> None:
             "SELECT beamline_name, pi_user_key, exp_lead_user_key "
             "FROM esaf WHERE esaf_id = 36017"
         ).fetchone()
-        assert esaf_row == ("12.3.2", "alsid:11525", "alsid:83512")
+        assert esaf_row == (
+            "12.3.2",
+            "orcid:0000-0002-3979-8844",
+            "orcid:0000-0003-2335-7806",
+        )
 
         user_count = connection.execute("SELECT COUNT(*) FROM user").fetchone()[0]
         assert user_count == 2
@@ -99,10 +111,10 @@ def test_sync_beamline_persists_normalized_records() -> None:
             "ORDER BY role, user_key"
         ).fetchall()
         assert role_rows == [
-            ("alsid:83512", "exp_lead"),
-            ("alsid:11525", "participant"),
-            ("alsid:83512", "participant"),
-            ("alsid:11525", "pi"),
+            ("orcid:0000-0003-2335-7806", "exp_lead"),
+            ("orcid:0000-0002-3979-8844", "participant"),
+            ("orcid:0000-0003-2335-7806", "participant"),
+            ("orcid:0000-0002-3979-8844", "pi"),
         ]
 
 
@@ -169,21 +181,21 @@ def test_get_esaf_orcid_map_returns_distinct_orcids_per_esaf() -> None:
         }
 
 
-def test_sync_beamline_staff_groups_persists_email_members() -> None:
-    staff_payload = [
+def test_sync_beamline_staff_groups_persists_orcid_members() -> None:
+    staff_payload: list[dict[str, Any]] = [
         {
             "Beamline": "9.3.2",
             "Staff": [
-                {"Email": "ejcrumlin@lbl.gov"},
-                {"Email": "snemsak@lbl.gov"},
-                {"Email": "EJCRUMLIN@LBL.GOV"},
-                {"Email": "  "},
+                {"ORCID": "0000-0001-2345-6789"},
+                {"ORCID": "0000-0002-3456-7890"},
+                {"ORCID": "0000-0001-2345-6789"},  # duplicate
+                {"ORCID": None},  # no orcid — skipped
             ],
         },
         {
             "Beamline": "12.3.2",
             "Staff": [
-                {"Email": "mblum@lbl.gov"},
+                {"ORCID": "0000-0003-4567-8901"},
             ],
         },
     ]
@@ -195,6 +207,6 @@ def test_sync_beamline_staff_groups_persists_email_members() -> None:
         sync_beamline_staff_groups(connection, groups)
 
         assert get_beamline_staff_group_map(connection) == {
-            "12.3.2": ["mblum@lbl.gov"],
-            "9.3.2": ["ejcrumlin@lbl.gov", "snemsak@lbl.gov"],
+            "12.3.2": ["0000-0003-4567-8901"],
+            "9.3.2": ["0000-0001-2345-6789", "0000-0002-3456-7890"],
         }

From 9385562dd9c66f32e4a043ff91c8b3d825c362cd Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Wed, 29 Apr 2026 13:32:24 -0700
Subject: [PATCH 13/31] added cli for inspecting tags

---
 docker-compose.yaml                        | 53 +++++++++++-----------
 src/splash_tiled/access_control/inspect.py | 20 ++++++--
 tiled_config/config.yaml                   | 25 +++++++---
 tiled_config/config_compose.yaml           | 31 -------------
 4 files changed, 62 insertions(+), 67 deletions(-)
 delete mode 100644 tiled_config/config_compose.yaml

diff --git a/docker-compose.yaml b/docker-compose.yaml
index a67d3d0..c2b5825 100644
--- a/docker-compose.yaml
+++ b/docker-compose.yaml
@@ -66,33 +66,34 @@ services:
     entrypoint: ["access"]
     volumes:
       - ./tags:/app/tags:rw,Z
+      - ./data:/app/data:rw,Z
     profiles:
       - access
     restart: "no"
 
-  seed-data:
-    build:
-      context: .
-      dockerfile: Containerfile
-      security_opt:
-        - label=disable
-    userns_mode: keep-id
-    user: "${UID:-1000}:${GID:-1000}"
-    security_opt:
-      - label=disable
-    command:
-      - python
-      - /app/scripts/seed_dev_catalog.py
-      - --uri
-      - http://tiled:8000
-      - --wait-seconds
-      - "90"
-    volumes:
-      - ./data:/app/data:rw,Z
-      - ./tags:/app/tags:ro,Z
-    depends_on:
-      - tiled
-    environment:
-      ALICE_PASSWORD: ${ALICE_PASSWORD}
-      COMPILED_TAGS_DB: /app/data/compiled_tags.db
-    restart: "no"
+  # seed-data:
+  #   build:
+  #     context: .
+  #     dockerfile: Containerfile
+  #     security_opt:
+  #       - label=disable
+  #   userns_mode: keep-id
+  #   user: "${UID:-1000}:${GID:-1000}"
+  #   security_opt:
+  #     - label=disable
+  #   command:
+  #     - python
+  #     - /app/scripts/seed_dev_catalog.py
+  #     - --uri
+  #     - http://tiled:8000
+  #     - --wait-seconds
+  #     - "90"
+  #   volumes:
+  #     - ./data:/app/data:rw,Z
+  #     - ./tags:/app/tags:ro,Z
+  #   depends_on:
+  #     - tiled
+  #   environment:
+  #     ALICE_PASSWORD: ${ALICE_PASSWORD}
+  #     COMPILED_TAGS_DB: /app/data/compiled_tags.db
+  #   restart: "no"
diff --git a/src/splash_tiled/access_control/inspect.py b/src/splash_tiled/access_control/inspect.py
index 9b689db..6e3dfba 100644
--- a/src/splash_tiled/access_control/inspect.py
+++ b/src/splash_tiled/access_control/inspect.py
@@ -228,15 +228,23 @@ def tags(
     orcid: Annotated[str, typer.Argument(help="User ORCID.")],
     compiled_db: Path = _COMPILED_DB_OPTION,
 ) -> None:
-    """List all tags a user has access to."""
+    """List all tags a user has access to, with their scopes."""
     with _connect(compiled_db) as conn:
         rows = conn.execute(
             """
-            SELECT DISTINCT t.name
+            SELECT t.name,
+                   t.is_public,
+                   GROUP_CONCAT(s.name, ', ') AS scopes,
+                   EXISTS (
+                       SELECT 1 FROM tag_owners towner
+                       WHERE towner.tag_id = t.id AND towner.user_id = u.id
+                   ) AS is_owner
             FROM tags t
             JOIN tags_users_scopes tus ON tus.tag_id = t.id
             JOIN users u ON u.id = tus.user_id
+            JOIN scopes s ON s.id = tus.scope_id
             WHERE u.name = ?
+            GROUP BY t.name
             ORDER BY t.name
             """,
             (orcid,),
@@ -244,8 +252,12 @@ def tags(
     if not rows:
         typer.echo(f"No tags found for {orcid}")
         return
-    for (tag,) in rows:
-        typer.echo(tag)
+    typer.echo(f"{'TAG':<40} {'PUBLIC':<8} {'OWNER':<8} SCOPES")
+    typer.echo("-" * 90)
+    for tag, is_public, scopes, is_owner in rows:
+        typer.echo(
+            f"{tag:<40} {'yes' if is_public else 'no':<8} {'yes' if is_owner else 'no':<8} {scopes or ''}"
+        )
 
 
 def main() -> None:
diff --git a/tiled_config/config.yaml b/tiled_config/config.yaml
index 1e0c4c4..1b1efb7 100644
--- a/tiled_config/config.yaml
+++ b/tiled_config/config.yaml
@@ -1,24 +1,31 @@
 authentication:
     providers:
-    - provider: example
+    - provider: local
       authenticator: tiled.authenticators:DictionaryAuthenticator
       args:
         users_to_passwords:
           alice: ${ALICE_PASSWORD}
           bob: ${BOB_PASSWORD}
         confirmation_message: "You have logged in as {id}."
+
+    - provider: keycloak_oidc
+      authenticator: tiled.authenticators:OIDCAuthenticator
+      args:
+        audience: account
+        client_id: ${OAUTH2_CLIENT_ID}
+        client_secret: ${OAUTH2_CLIENT_SECRET}
+        well_known_uri: "https://${KEYCLOAK_FQDN}/realms/${KEYCLOAK_REALM}/.well-known/openid-configuration"
+        confirmation_message: "You have logged in with OIDC as {id}."
+
     tiled_admins:
-      - provider: example
+      - provider: local
         id: alice
 
-file_extensions:
-  edf: application/x-edf
-  gb: application/x-gb
 
 access_control:
   access_policy: "tiled.access_control.access_policies:TagBasedAccessPolicy"
   args:
-    provider: "example"
+    provider: "keycloak_oidc"
     scopes:
     - "read:metadata"
     - "read:data"
@@ -32,6 +39,12 @@ access_control:
       uri: "/app/data/compiled_tags.db"
     access_tags_parser: "tiled.access_control.access_tags:AccessTagsParser"
 
+
+file_extensions:
+  edf: application/x-edf
+  gb: application/x-gb
+
+
 trees:
   - path: /
     tree: catalog
diff --git a/tiled_config/config_compose.yaml b/tiled_config/config_compose.yaml
deleted file mode 100644
index 49a9149..0000000
--- a/tiled_config/config_compose.yaml
+++ /dev/null
@@ -1,31 +0,0 @@
-file_extensions:
-  edf: application/x-edf
-  gb: application/x-gb
-
-access_control:
-  access_policy: "tiled.access_control.access_policies:TagBasedAccessPolicy"
-  args:
-    provider: "toy"
-    scopes:
-    - "read:metadata"
-    - "read:data"
-    - "write:metadata"
-    - "write:data"
-    - "delete:revision"
-    - "delete:node"
-    - "create:node"
-    - "register"
-    tags_db:
-      uri: "/app/data/compiled_tags.db"
-    access_tags_parser: "tiled.access_control.access_tags:AccessTagsParser"
-
-trees:
-  - path: /
-    tree: tiled.catalog:from_uri
-    args:
-      uri: /app/data/catalog.db
-      readable_storage: [/app/data]
-      init_if_not_exists: true
-      adapters_by_mimetype:
-        application/x-edf: splash_tiled.bl733.adapters.edf:EDFAdapter
-        application/x-gb: splash_tiled.bl733.adapters.gb:GeneralBinaryPilatus2MAdapter

From 02aca36cf8264247e30ba7d9d036f2694643a87b Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Wed, 29 Apr 2026 13:47:45 -0700
Subject: [PATCH 14/31] add query for user-esafs

---
 Containerfile                              |  4 +--
 src/splash_tiled/access_control/inspect.py | 30 ++++++++++++++++++++++
 tiled_config/config.yaml                   | 26 +++++++++----------
 3 files changed, 45 insertions(+), 15 deletions(-)

diff --git a/Containerfile b/Containerfile
index 426acf9..89dff29 100755
--- a/Containerfile
+++ b/Containerfile
@@ -12,5 +12,5 @@ COPY --chown=app:app pyproject.toml README.md ./
 COPY --chown=app:app src/ ./src/
 RUN uv pip install --python /app/bin/python --no-cache ".[bl733]"
 COPY --chown=app:app scripts/ ./scripts/
-COPY --chown=app:app src/splash_tiled/bl733/adapters/edf.py /tiled_deploy/config/custom/edf.py
-COPY --chown=app:app src/splash_tiled/bl733/adapters/gb.py /tiled_deploy/config/custom/gb.py
+# COPY --chown=app:app src/splash_tiled/bl733/adapters/edf.py /tiled_deploy/config/custom/edf.py
+# COPY --chown=app:app src/splash_tiled/bl733/adapters/gb.py /tiled_deploy/config/custom/gb.py
diff --git a/src/splash_tiled/access_control/inspect.py b/src/splash_tiled/access_control/inspect.py
index 6e3dfba..25f8618 100644
--- a/src/splash_tiled/access_control/inspect.py
+++ b/src/splash_tiled/access_control/inspect.py
@@ -31,6 +31,36 @@ def _connect(db_path: Path) -> sqlite3.Connection:
     return sqlite3.connect(db_path)
 
 
+@app.command("user-esafs")
+def user_esafs(
+    orcid: Annotated[str, typer.Argument(help="User ORCID.")],
+    db_path: Path = _DB_OPTION,
+) -> None:
+    """List ESAFs a user belongs to, with beamline, role, status, and title."""
+    with _connect(db_path) as conn:
+        rows = conn.execute(
+            """
+            SELECT e.esaf_friendly_id, e.beamline_name, eu.role, e.status, e.title
+            FROM esaf_user eu
+            JOIN user u ON u.user_key = eu.user_key
+            JOIN esaf e ON e.esaf_id = eu.esaf_id
+            WHERE u.orcid = ?
+            ORDER BY e.beamline_name, e.esaf_friendly_id, eu.role
+            """,
+            (orcid,),
+        ).fetchall()
+    if not rows:
+        typer.echo(f"No ESAFs found for {orcid}")
+        return
+    typer.echo(f"{'ESAF':<20} {'BEAMLINE':<12} {'ROLE':<16} {'STATUS':<12} TITLE")
+    typer.echo("-" * 90)
+    for esaf_id, beamline, role, status, title in rows:
+        title_col = (title or "")[:28]
+        typer.echo(
+            f"{esaf_id or '':<20} {beamline:<12} {role:<16} {(status or ''):<12} {title_col}"
+        )
+
+
 @app.command("user-proposals")
 def user_proposals(
     orcid: Annotated[str, typer.Argument(help="User ORCID.")],
diff --git a/tiled_config/config.yaml b/tiled_config/config.yaml
index 1b1efb7..01776e1 100644
--- a/tiled_config/config.yaml
+++ b/tiled_config/config.yaml
@@ -1,12 +1,12 @@
 authentication:
     providers:
-    - provider: local
-      authenticator: tiled.authenticators:DictionaryAuthenticator
-      args:
-        users_to_passwords:
-          alice: ${ALICE_PASSWORD}
-          bob: ${BOB_PASSWORD}
-        confirmation_message: "You have logged in as {id}."
+    # - provider: local
+    #   authenticator: tiled.authenticators:DictionaryAuthenticator
+    #   args:
+    #     users_to_passwords:
+    #       alice: ${ALICE_PASSWORD}
+    #       bob: ${BOB_PASSWORD}
+    #     confirmation_message: "You have logged in as {id}."
 
     - provider: keycloak_oidc
       authenticator: tiled.authenticators:OIDCAuthenticator
@@ -40,9 +40,9 @@ access_control:
     access_tags_parser: "tiled.access_control.access_tags:AccessTagsParser"
 
 
-file_extensions:
-  edf: application/x-edf
-  gb: application/x-gb
+# file_extensions:
+#   edf: application/x-edf
+#   gb: application/x-gb
 
 
 trees:
@@ -53,6 +53,6 @@ trees:
       readable_storage: [/app/data]
       writable_storage: /app/data
       init_if_not_exists: true
-      adapters_by_mimetype:
-        application/x-edf: splash_tiled.bl733.adapters.edf:EDFAdapter
-        application/x-gb: splash_tiled.bl733.adapters.gb:GeneralBinaryPilatus2MAdapter
+      # adapters_by_mimetype:
+      #   application/x-edf: splash_tiled.bl733.adapters.edf:EDFAdapter
+      #   application/x-gb: splash_tiled.bl733.adapters.gb:GeneralBinaryPilatus2MAdapter

From ca66881f4ba8190d18d869546d53b52e9cfac6c7 Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Wed, 29 Apr 2026 15:08:27 -0700
Subject: [PATCH 15/31] more refinement

---
 Containerfile                                 |   4 +-
 src/splash_tiled/access_control/cli.py        |  22 +-
 src/splash_tiled/access_control/tiled_tags.py |  23 +-
 .../access_control/user_office.py             | 226 +++++++++++++++++-
 4 files changed, 266 insertions(+), 9 deletions(-)

diff --git a/Containerfile b/Containerfile
index 89dff29..426acf9 100755
--- a/Containerfile
+++ b/Containerfile
@@ -12,5 +12,5 @@ COPY --chown=app:app pyproject.toml README.md ./
 COPY --chown=app:app src/ ./src/
 RUN uv pip install --python /app/bin/python --no-cache ".[bl733]"
 COPY --chown=app:app scripts/ ./scripts/
-# COPY --chown=app:app src/splash_tiled/bl733/adapters/edf.py /tiled_deploy/config/custom/edf.py
-# COPY --chown=app:app src/splash_tiled/bl733/adapters/gb.py /tiled_deploy/config/custom/gb.py
+COPY --chown=app:app src/splash_tiled/bl733/adapters/edf.py /tiled_deploy/config/custom/edf.py
+COPY --chown=app:app src/splash_tiled/bl733/adapters/gb.py /tiled_deploy/config/custom/gb.py
diff --git a/src/splash_tiled/access_control/cli.py b/src/splash_tiled/access_control/cli.py
index 64fbb3f..413c701 100644
--- a/src/splash_tiled/access_control/cli.py
+++ b/src/splash_tiled/access_control/cli.py
@@ -13,6 +13,7 @@
 from splash_tiled.access_control.user_office import (
     ALL_BEAMLINES,
     DEFAULT_API_URL,
+    DEFAULT_PROPOSALS_BY_BL_URL,
     run,
 )
 
@@ -43,6 +44,11 @@
     help="Tag definitions stub YAML. Defaults to the package stub.",
 )
 _API_URL = typer.Option(DEFAULT_API_URL, "--api-url", help="ESAF API base URL.")
+_PROPOSALS_BY_BL_URL = typer.Option(
+    DEFAULT_PROPOSALS_BY_BL_URL,
+    "--proposals-by-bl-url",
+    help="Proposals-by-beamline API base URL.",
+)
 _TIMEOUT = typer.Option(30.0, "--timeout", help="HTTP timeout in seconds.")
 
 
@@ -54,11 +60,18 @@ def _resolve_tag_defs(tag_definitions: Optional[Path]) -> Path:
 def compile_useroffice(
     esaf_db: Path = _ESAF_DB,
     api_url: str = _API_URL,
+    proposals_by_bl_url: str = _PROPOSALS_BY_BL_URL,
     timeout: float = _TIMEOUT,
 ) -> None:
     """Fetch all beamlines and staff from the User Office APIs into the ESAF database."""
     raise typer.Exit(
-        run(beamlines=ALL_BEAMLINES, db_path=esaf_db, api_url=api_url, timeout=timeout)
+        run(
+            beamlines=ALL_BEAMLINES,
+            db_path=esaf_db,
+            api_url=api_url,
+            proposals_by_bl_url=proposals_by_bl_url,
+            timeout=timeout,
+        )
     )
 
 
@@ -85,11 +98,16 @@ def compile_all(
     generated_yaml: Path = _GENERATED_YAML,
     tag_definitions: Optional[Path] = _TAG_DEFS,
     api_url: str = _API_URL,
+    proposals_by_bl_url: str = _PROPOSALS_BY_BL_URL,
     timeout: float = _TIMEOUT,
 ) -> None:
     """Fetch from User Office APIs then compile tags."""
     exit_code = run(
-        beamlines=ALL_BEAMLINES, db_path=esaf_db, api_url=api_url, timeout=timeout
+        beamlines=ALL_BEAMLINES,
+        db_path=esaf_db,
+        api_url=api_url,
+        proposals_by_bl_url=proposals_by_bl_url,
+        timeout=timeout,
     )
     if exit_code != 0:
         raise typer.Exit(exit_code)
diff --git a/src/splash_tiled/access_control/tiled_tags.py b/src/splash_tiled/access_control/tiled_tags.py
index c7b5e1e..3057ae0 100644
--- a/src/splash_tiled/access_control/tiled_tags.py
+++ b/src/splash_tiled/access_control/tiled_tags.py
@@ -10,8 +10,10 @@
 
 from splash_tiled.access_control.user_office import (
     get_beamline_staff_group_map,
+    get_beamlines_by_proposal,
     get_esaf_friendly_ids_by_beamline,
     get_esaf_orcid_map,
+    get_proposal_orcid_map,
 )
 
 app = typer.Typer(add_completion=False)
@@ -36,6 +38,7 @@ def get_default_generated_tag_definitions_path() -> Path:
 def load_esaf_groups(esaf_db_path: Path) -> dict[str, list[str]]:
     with sqlite3.connect(esaf_db_path) as connection:
         groups = get_esaf_orcid_map(connection)
+        groups.update(get_proposal_orcid_map(connection))
         beamline_staff_groups = get_beamline_staff_group_map(connection)
         for beamline_name in get_esaf_friendly_ids_by_beamline(connection):
             groups[f"{beamline_name}-staff"] = beamline_staff_groups.get(
@@ -65,12 +68,14 @@ def build_generated_tag_definitions(
     with sqlite3.connect(esaf_db_path) as connection:
         esaf_ids_by_beamline = get_esaf_friendly_ids_by_beamline(connection)
         beamline_staff_groups = get_beamline_staff_group_map(connection)
+        beamlines_by_proposal = get_beamlines_by_proposal(connection)
 
     esaf_friendly_id_set = {
         esaf_friendly_id
         for esaf_friendly_ids in esaf_ids_by_beamline.values()
         for esaf_friendly_id in esaf_friendly_ids
     }
+    proposal_friendly_id_set = set(beamlines_by_proposal.keys())
 
     template_tags = template.get("tags") or {}
     if not isinstance(template_tags, dict):
@@ -82,7 +87,7 @@ def build_generated_tag_definitions(
     generated_tags = {
         name: value
         for name, value in template_tags.items()
-        if name not in esaf_friendly_id_set
+        if name not in esaf_friendly_id_set and name not in proposal_friendly_id_set
     }
 
     for beamline_name, esaf_friendly_ids in esaf_ids_by_beamline.items():
@@ -123,6 +128,20 @@ def build_generated_tag_definitions(
                 ],
             }
 
+    for proposal_friendly_id, beamline_names in beamlines_by_proposal.items():
+        proposal_groups = [{"name": proposal_friendly_id, "role": "facility_user"}]
+        proposal_auto_tags = [{"name": "data_admin"}]
+        for beamline_name in beamline_names:
+            beamline_staff_group_name = f"{beamline_name}-staff"
+            proposal_groups.append(
+                {"name": beamline_staff_group_name, "role": "facility_user"}
+            )
+            proposal_auto_tags.append({"name": beamline_staff_group_name})
+        generated_tags[proposal_friendly_id] = {
+            "groups": proposal_groups,
+            "auto_tags": proposal_auto_tags,
+        }
+
     return {
         "roles": template.get("roles") or {},
         "tags": generated_tags,
@@ -186,7 +205,7 @@ def build_group_parser(esaf_db_path: Path):
     groups = load_esaf_groups(esaf_db_path)
 
     def group_parser(groupname):
-        return groups[groupname]
+        return groups.get(groupname, [])
 
     return group_parser
 
diff --git a/src/splash_tiled/access_control/user_office.py b/src/splash_tiled/access_control/user_office.py
index 653d5c6..ca15db2 100644
--- a/src/splash_tiled/access_control/user_office.py
+++ b/src/splash_tiled/access_control/user_office.py
@@ -1,8 +1,10 @@
 from __future__ import annotations
 
 import json
+import re
 import sqlite3
 from collections.abc import Iterable
+from concurrent.futures import ThreadPoolExecutor, as_completed
 from datetime import UTC, datetime
 from enum import StrEnum
 from pathlib import Path
@@ -15,6 +17,7 @@
 
 DEFAULT_API_URL = "https://als-esaf.als.lbl.gov/EsafInformation/GetEsaf"
 DEFAULT_STAFF_API_URL = "https://alsusweb.lbl.gov/GetStaffByBeamline/"
+DEFAULT_PROPOSALS_BY_BL_URL = "https://alsusweb.lbl.gov/ALSUserProposalsByBL/"
 
 
 class Beamline(StrEnum):
@@ -159,6 +162,23 @@ def ensure_schema(connection: sqlite3.Connection) -> None:
             PRIMARY KEY (beamline_name, user_name)
         );
 
+        CREATE TABLE IF NOT EXISTS proposal (
+            proposal_friendly_id TEXT PRIMARY KEY,
+            title TEXT,
+            abstract TEXT,
+            updated_at TEXT NOT NULL
+        );
+
+        CREATE TABLE IF NOT EXISTS proposal_user (
+            proposal_friendly_id TEXT NOT NULL,
+            user_key TEXT NOT NULL,
+            role TEXT NOT NULL,
+            PRIMARY KEY (proposal_friendly_id, user_key, role),
+            FOREIGN KEY (proposal_friendly_id) REFERENCES proposal(proposal_friendly_id) ON DELETE CASCADE,
+            FOREIGN KEY (user_key) REFERENCES user(user_key),
+            CHECK (role IN ('pi', 'exp_lead'))
+        );
+
         CREATE INDEX IF NOT EXISTS idx_esaf_beamline_name
         ON esaf (beamline_name);
 
@@ -222,9 +242,11 @@ def collect_esaf_user_keys(esaf: dict[str, Any]) -> set[str]:
     return user_keys
 
 
-def format_report_table(rows: list[dict[str, str]]) -> str:
-    headers = ["Beamline", "ESAFs", "New ESAFs", "Users", "New Users", "Error"]
-    keys = ["beamline", "esafs", "new_esafs", "users", "new_users", "error"]
+def format_table(
+    rows: list[dict[str, str]],
+    headers: list[str],
+    keys: list[str],
+) -> str:
     widths = {
         header: max(
             len(header),
@@ -250,6 +272,22 @@ def format_row(values: list[str]) -> str:
     return "\n".join(lines)
 
 
+def format_report_table(rows: list[dict[str, str]]) -> str:
+    return format_table(
+        rows,
+        headers=["Beamline", "ESAFs", "New ESAFs", "Users", "New Users", "Error"],
+        keys=["beamline", "esafs", "new_esafs", "users", "new_users", "error"],
+    )
+
+
+def format_proposals_report_table(rows: list[dict[str, str]]) -> str:
+    return format_table(
+        rows,
+        headers=["Beamline", "Proposals", "New Proposals", "New Users", "Error"],
+        keys=["beamline", "proposals", "new_proposals", "new_users", "error"],
+    )
+
+
 def print_report(rows: list[dict[str, str]], elapsed_seconds: float) -> None:
     if not rows:
         return
@@ -259,6 +297,13 @@ def print_report(rows: list[dict[str, str]], elapsed_seconds: float) -> None:
     typer.echo(f"Total time: {elapsed_seconds:.2f} seconds")
 
 
+def print_proposals_report(rows: list[dict[str, str]]) -> None:
+    if not rows:
+        return
+    typer.echo("\nProposal sync report:")
+    typer.echo(format_proposals_report_table(rows))
+
+
 def fetch_beamline_staff(
     client: httpx.Client,
     api_url: str = DEFAULT_STAFF_API_URL,
@@ -340,6 +385,129 @@ def sync_beamline_staff_groups(
     )
 
 
+_INVALID_ESCAPE_RE = re.compile(r'\\([^"\\/bfnrtu\n])')
+
+
+def _fix_json_escapes(text: str) -> str:
+    """Replace invalid JSON escape sequences with escaped backslashes."""
+    return _INVALID_ESCAPE_RE.sub(r"\\\\\1", text)
+
+
+def fetch_proposals_by_beamline(
+    client: httpx.Client,
+    beamline: str,
+    api_url: str,
+) -> list[dict[str, Any]]:
+    """Return all proposal records for a beamline."""
+    response = client.get(api_url, params={"bl": beamline}, timeout=120.0)
+    response.raise_for_status()
+    try:
+        data = response.json()
+    except json.JSONDecodeError:
+        data = json.loads(_fix_json_escapes(response.text))
+    return [p for p in (data.get("Proposals") or []) if p.get("ExpID")]
+
+
+def sync_proposal(
+    connection: sqlite3.Connection,
+    proposal_data: dict[str, Any],
+    synced_at: str,
+) -> bool:
+    proposal_friendly_id = normalize_text(proposal_data.get("ExpID"))
+    if not proposal_friendly_id:
+        raise ValueError("Proposal payload is missing ExpID")
+
+    is_new = not connection.execute(
+        "SELECT 1 FROM proposal WHERE proposal_friendly_id = ?", (proposal_friendly_id,)
+    ).fetchone()
+
+    connection.execute(
+        """
+        INSERT INTO proposal (proposal_friendly_id, title, abstract, updated_at)
+        VALUES (?, ?, ?, ?)
+        ON CONFLICT(proposal_friendly_id) DO UPDATE SET
+            abstract = excluded.abstract,
+            updated_at = excluded.updated_at
+        """,
+        (
+            proposal_friendly_id,
+            None,
+            normalize_text(proposal_data.get("Abstract")),
+            synced_at,
+        ),
+    )
+    return is_new
+
+
+def sync_proposals(
+    connection: sqlite3.Connection,
+    client: httpx.Client,
+    beamlines: list[str],
+    proposals_by_bl_url: str,
+    synced_at: str,
+) -> tuple[int, int]:
+    beamline_proposals: dict[str, list[dict[str, Any]]] = {}
+    beamline_errors: dict[str, str] = {}
+
+    with ThreadPoolExecutor(max_workers=10) as executor:
+        futures = {
+            executor.submit(
+                fetch_proposals_by_beamline, client, bl, proposals_by_bl_url
+            ): bl
+            for bl in beamlines
+        }
+        for future in as_completed(futures):
+            bl = futures[future]
+            try:
+                proposals = future.result()
+                beamline_proposals[bl] = proposals
+                typer.echo(f"Stored {len(proposals)} proposals for {bl}")
+            except httpx.HTTPStatusError as error:
+                if error.response.status_code != 404:
+                    msg = format_http_error(error)
+                    beamline_errors[bl] = msg
+                    typer.echo(f"Error fetching proposals for {bl}: {msg}", err=True)
+            except (httpx.HTTPError, ValueError) as error:
+                beamline_errors[bl] = str(error)
+                typer.echo(f"Error fetching proposals for {bl}: {error}", err=True)
+
+    # Deduplicate across beamlines, write to DB
+    seen: set[str] = set()
+    new_count = 0
+    for proposals in beamline_proposals.values():
+        for proposal_data in proposals:
+            pid = proposal_data.get("ExpID", "")
+            if pid in seen:
+                continue
+            seen.add(pid)
+            try:
+                if sync_proposal(connection, proposal_data, synced_at):
+                    new_count += 1
+            except ValueError as error:
+                typer.echo(f"Error syncing proposal {pid}: {error}", err=True)
+
+    total = len(seen)
+    typer.echo(
+        f"Synced {total} proposals ({new_count} new) across {len(beamline_proposals)} beamlines"
+    )
+
+    report_rows = []
+    for bl in sorted(beamlines):
+        proposals = beamline_proposals.get(bl, [])
+        report_rows.append(
+            {
+                "beamline": bl,
+                "proposals": str(len(proposals)),
+                "new_proposals": "",
+                "new_users": "",
+                "error": beamline_errors.get(bl, ""),
+            }
+        )
+    print_proposals_report(report_rows)
+
+    return total, new_count
+
+
 def get_beamline_staff_group_map(
     connection: sqlite3.Connection,
 ) -> dict[str, list[str]]:
@@ -373,6 +541,47 @@ def get_esaf_orcid_map(connection: sqlite3.Connection) -> dict[str, list[str]]:
     return orcid_map
 
 
+def get_proposal_orcid_map(connection: sqlite3.Connection) -> dict[str, list[str]]:
+    rows = connection.execute("""
+        SELECT DISTINCT proposal_friendly_id, orcid FROM (
+            SELECT pu.proposal_friendly_id, u.orcid
+            FROM proposal_user pu
+            JOIN user u ON u.user_key = pu.user_key
+            WHERE u.orcid IS NOT NULL
+
+            UNION
+
+            SELECT e.proposal_friendly_id, u.orcid
+            FROM esaf e
+            JOIN esaf_user eu ON eu.esaf_id = e.esaf_id
+            JOIN user u ON u.user_key = eu.user_key
+            WHERE e.proposal_friendly_id IS NOT NULL
+            AND u.orcid IS NOT NULL
+        )
+        ORDER BY proposal_friendly_id, orcid
+        """).fetchall()
+
+    orcid_map: dict[str, list[str]] = {}
+    for proposal_friendly_id, orcid in rows:
+        orcid_map.setdefault(proposal_friendly_id, []).append(orcid)
+    return orcid_map
+
+
+def get_beamlines_by_proposal(connection: sqlite3.Connection) -> dict[str, list[str]]:
+    rows = connection.execute("""
+        SELECT DISTINCT proposal_friendly_id, beamline_name
+        FROM esaf
+        WHERE proposal_friendly_id IS NOT NULL
+        AND beamline_name IS NOT NULL
+        ORDER BY proposal_friendly_id, beamline_name
+        """).fetchall()
+
+    beamlines_by_proposal: dict[str, list[str]] = {}
+    for proposal_friendly_id, beamline_name in rows:
+        beamlines_by_proposal.setdefault(proposal_friendly_id, []).append(beamline_name)
+    return beamlines_by_proposal
+
+
 def get_esaf_friendly_ids(connection: sqlite3.Connection) -> list[str]:
     rows = connection.execute("""
         SELECT DISTINCT esaf_friendly_id
@@ -582,6 +791,7 @@ def run(
     beamlines: list[str],
     db_path: Path,
     api_url: str = DEFAULT_API_URL,
+    proposals_by_bl_url: str = DEFAULT_PROPOSALS_BY_BL_URL,
     timeout: float = 30.0,
 ) -> int:
     start_time = perf_counter()
@@ -651,6 +861,10 @@ def run(
                                 "error": "",
                             }
                         )
+                synced_at = utc_now()
+                sync_proposals(
+                    connection, client, beamlines, proposals_by_bl_url, synced_at
+                )
             except KeyboardInterrupt:
                 interrupted = True
             finally:
@@ -706,6 +920,11 @@ def cli(
         "--api-url",
         help="ESAF API base URL.",
     ),
+    proposals_by_bl_url: str = typer.Option(
+        DEFAULT_PROPOSALS_BY_BL_URL,
+        "--proposals-by-bl-url",
+        help="Proposals-by-beamline API base URL.",
+    ),
     timeout: float = typer.Option(
         30.0,
         "--timeout",
@@ -718,6 +937,7 @@ def cli(
             beamlines=resolved_beamlines,
             db_path=db_path,
             api_url=api_url,
+            proposals_by_bl_url=proposals_by_bl_url,
             timeout=timeout,
         )
     )

From 47b8f377bf4a5951cfcfeb0f8d12a3d4f75588ce Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Wed, 29 Apr 2026 15:16:48 -0700
Subject: [PATCH 16/31] fix build

---
 pyproject.toml | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/pyproject.toml b/pyproject.toml
index 835747d..87bf0a3 100755
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -36,6 +36,12 @@ tiled-all = [
 bl733 = [
   "fabio",
 ]
+dev = [
+  "flake8",
+  "black",
+  "isort",
+  "mypy",
+]
 
 [project.urls]
 Homepage = "https://github.com/als-lbl/splash_tiled"

From 107c635a4892bbcf174ed3a39a2bd17a89e2b402 Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Wed, 29 Apr 2026 15:21:06 -0700
Subject: [PATCH 17/31] fix build test

---
 .github/workflows/ci-cd.yml | 2 +-
 pyproject.toml              | 2 ++
 2 files changed, 3 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/ci-cd.yml b/.github/workflows/ci-cd.yml
index bfb4915..d3389ae 100755
--- a/.github/workflows/ci-cd.yml
+++ b/.github/workflows/ci-cd.yml
@@ -66,7 +66,7 @@ jobs:
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
-        pip install -e .[test]
+        pip install -e .[dev]
 
     - name: Run tests with pytest
       run: |
diff --git a/pyproject.toml b/pyproject.toml
index 87bf0a3..0aee5e9 100755
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,6 +41,8 @@ dev = [
   "black",
   "isort",
   "mypy",
+  "pytest",
+  "pytest-cov",
 ]
 
 [project.urls]

From a6acdf344102cdd5b0dd6844dbea03ca6071cb9d Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Wed, 29 Apr 2026 15:26:42 -0700
Subject: [PATCH 18/31] add vabio to dev

---
 pyproject.toml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/pyproject.toml b/pyproject.toml
index 0aee5e9..0cf9f9f 100755
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -43,6 +43,7 @@ dev = [
   "mypy",
   "pytest",
   "pytest-cov",
+  "fabio",
 ]
 
 [project.urls]

From 034e47f80aa70746be9b5c862a22ca9c839d0e45 Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Wed, 29 Apr 2026 15:28:58 -0700
Subject: [PATCH 19/31] add tiled server to dev reqs

---
 pyproject.toml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/pyproject.toml b/pyproject.toml
index 0cf9f9f..5bb8547 100755
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -44,6 +44,7 @@ dev = [
   "pytest",
   "pytest-cov",
   "fabio",
+  "tiled[server]>=0.2.8"
 ]
 
 [project.urls]

From c047ed9cc90756fb8551e5057ebe90b88c5cfee4 Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Wed, 29 Apr 2026 15:31:12 -0700
Subject: [PATCH 20/31] lint once

---
 .github/workflows/ci-cd.yml | 14 ++++----------
 1 file changed, 4 insertions(+), 10 deletions(-)

diff --git a/.github/workflows/ci-cd.yml b/.github/workflows/ci-cd.yml
index d3389ae..7cc9177 100755
--- a/.github/workflows/ci-cd.yml
+++ b/.github/workflows/ci-cd.yml
@@ -15,17 +15,14 @@ env:
 jobs:
   lint:
     runs-on: ubuntu-latest
-    strategy:
-      matrix:
-        python-version: ["3.11", "3.12"]
 
     steps:
     - uses: actions/checkout@v4
 
-    - name: Set up Python ${{ matrix.python-version }}
+    - name: Set up Python
       uses: actions/setup-python@v4
       with:
-        python-version: ${{ matrix.python-version }}
+        python-version: "3.12"
 
     - name: Install dependencies
       run: |
@@ -51,17 +48,14 @@ jobs:
 
   test:
     runs-on: ubuntu-latest
-    strategy:
-      matrix:
-        python-version: ["3.11", "3.12", "3.13"]
 
     steps:
     - uses: actions/checkout@v4
 
-    - name: Set up Python ${{ matrix.python-version }}
+    - name: Set up Python
       uses: actions/setup-python@v4
       with:
-        python-version: ${{ matrix.python-version }}
+        python-version: "3.12"
 
     - name: Install dependencies
       run: |

From 640c0735d01df394074913abf7d606c26ce54058 Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Wed, 29 Apr 2026 15:31:26 -0700
Subject: [PATCH 21/31] add pytest async to dev

---
 pyproject.toml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/pyproject.toml b/pyproject.toml
index 5bb8547..d52610e 100755
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -43,6 +43,7 @@ dev = [
   "mypy",
   "pytest",
   "pytest-cov",
+  "pytest-asyncio",
   "fabio",
   "tiled[server]>=0.2.8"
 ]

From dc63dc737af18656fd446a8484b4e6c54d7382bc Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Wed, 29 Apr 2026 15:34:04 -0700
Subject: [PATCH 22/31] test multiple versions of python

---
 .github/workflows/ci-cd.yml | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/ci-cd.yml b/.github/workflows/ci-cd.yml
index 7cc9177..25d00cf 100755
--- a/.github/workflows/ci-cd.yml
+++ b/.github/workflows/ci-cd.yml
@@ -48,14 +48,17 @@ jobs:
 
   test:
     runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ["3.11", "3.12", "3.13"]
 
     steps:
     - uses: actions/checkout@v4
 
-    - name: Set up Python
+    - name: Set up Python ${{ matrix.python-version }}
       uses: actions/setup-python@v4
       with:
-        python-version: "3.12"
+        python-version: ${{ matrix.python-version }}
 
     - name: Install dependencies
       run: |

From 676b0a52623f45dc3130d5476400104d77b3a629 Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Wed, 29 Apr 2026 16:07:37 -0700
Subject: [PATCH 23/31] fix release

---
 .github/workflows/ci-cd.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/ci-cd.yml b/.github/workflows/ci-cd.yml
index 25d00cf..a7b5516 100755
--- a/.github/workflows/ci-cd.yml
+++ b/.github/workflows/ci-cd.yml
@@ -102,6 +102,7 @@ jobs:
         tags: |
           type=ref,event=branch
           type=ref,event=pr
+          type=ref,event=tag
           type=semver,pattern={{version}}
           type=semver,pattern={{major}}.{{minor}}
           type=raw,value=latest,enable={{is_default_branch}}

From 1e4a432414452e28ea880cd59d9ed9418148fd6e Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Wed, 29 Apr 2026 17:27:02 -0700
Subject: [PATCH 24/31] add more tags query, fix bugs

---
 src/splash_tiled/access_control/cli.py        | 44 ++++++++-
 src/splash_tiled/access_control/inspect.py    | 98 +++++++++++++------
 src/splash_tiled/access_control/tiled_tags.py | 15 ++-
 3 files changed, 118 insertions(+), 39 deletions(-)

diff --git a/src/splash_tiled/access_control/cli.py b/src/splash_tiled/access_control/cli.py
index 413c701..80e9f37 100644
--- a/src/splash_tiled/access_control/cli.py
+++ b/src/splash_tiled/access_control/cli.py
@@ -1,9 +1,10 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional
+from typing import Annotated, Optional
 
 import typer
+from tiled.client import from_uri
 
 from splash_tiled.access_control.inspect import app as query_app
 from splash_tiled.access_control.tiled_tags import (
@@ -119,6 +120,47 @@ def compile_all(
     )
 
 
+def _tag_recursive(node, tags: list[str]) -> int:
+    node.access_blob(access_tag=tags)
+    count = 1
+    try:
+        for key in node:
+            count += _tag_recursive(node[key], tags)
+    except TypeError:
+        pass
+    return count
+
+
+@app.command("set-access-tags")
+def tag_path_command(
+    path: Annotated[
+        str, typer.Argument(help="Path within tiled (e.g. beamlines/12.3.2).")
+    ],
+    tags: Annotated[
+        list[str],
+        typer.Argument(
+            help="Access tags to apply (space-separated, e.g. SB-01234-001 12.3.2-staff)."
+        ),
+    ],
+    uri: str = typer.Option(
+        "http://localhost:8000", "--uri", help="Tiled server base URI."
+    ),
+    api_key: Optional[str] = typer.Option(
+        None, "--api-key", envvar="TILED_API_KEY", help="Tiled API key."
+    ),
+) -> None:
+    """Recursively apply access tags to a tiled node and all its descendants.
+
+    Example: access set-access-tags beamlines/12.3.2 SB-01234-001 12.3.2-staff --uri http://tiled:8000
+    """
+    client = from_uri(uri, api_key=api_key)
+    node = client
+    for part in (p for p in path.split("/") if p):
+        node = node[part]
+    count = _tag_recursive(node, tags)
+    typer.echo(f"Tagged {count} nodes.")
+
+
 def main() -> None:
     app()
 
diff --git a/src/splash_tiled/access_control/inspect.py b/src/splash_tiled/access_control/inspect.py
index 25f8618..539df34 100644
--- a/src/splash_tiled/access_control/inspect.py
+++ b/src/splash_tiled/access_control/inspect.py
@@ -255,39 +255,77 @@ def beamline_members(
 
 @app.command("tags")
 def tags(
-    orcid: Annotated[str, typer.Argument(help="User ORCID.")],
+    orcid: Annotated[
+        Optional[str], typer.Argument(help="User ORCID. If omitted, lists all tags.")
+    ] = None,
+    like: Optional[str] = typer.Option(
+        None,
+        "--like",
+        help="Filter tag names with SQL LIKE pattern. Use % for any"
+        "sequence (e.g. '%SB-01510-001%') and _ for a single character. Not regex.",
+    ),
     compiled_db: Path = _COMPILED_DB_OPTION,
 ) -> None:
-    """List all tags a user has access to, with their scopes."""
+    """List tags. With an ORCID, shows that user's tags with scopes and ownership.
+    Without an ORCID, lists all tags with an optional --like filter."""
     with _connect(compiled_db) as conn:
-        rows = conn.execute(
-            """
-            SELECT t.name,
-                   t.is_public,
-                   GROUP_CONCAT(s.name, ', ') AS scopes,
-                   EXISTS (
-                       SELECT 1 FROM tag_owners towner
-                       WHERE towner.tag_id = t.id AND towner.user_id = u.id
-                   ) AS is_owner
-            FROM tags t
-            JOIN tags_users_scopes tus ON tus.tag_id = t.id
-            JOIN users u ON u.id = tus.user_id
-            JOIN scopes s ON s.id = tus.scope_id
-            WHERE u.name = ?
-            GROUP BY t.name
-            ORDER BY t.name
-            """,
-            (orcid,),
-        ).fetchall()
-    if not rows:
-        typer.echo(f"No tags found for {orcid}")
-        return
-    typer.echo(f"{'TAG':<40} {'PUBLIC':<8} {'OWNER':<8} SCOPES")
-    typer.echo("-" * 90)
-    for tag, is_public, scopes, is_owner in rows:
-        typer.echo(
-            f"{tag:<40} {'yes' if is_public else 'no':<8} {'yes' if is_owner else 'no':<8} {scopes or ''}"
-        )
+        if orcid is not None:
+            rows = conn.execute(
+                """
+                SELECT t.name,
+                       t.is_public,
+                       GROUP_CONCAT(s.name, ', ') AS scopes,
+                       EXISTS (
+                           SELECT 1 FROM tag_owners towner
+                           WHERE towner.tag_id = t.id AND towner.user_id = u.id
+                       ) AS is_owner
+                FROM tags t
+                JOIN tags_users_scopes tus ON tus.tag_id = t.id
+                JOIN users u ON u.id = tus.user_id
+                JOIN scopes s ON s.id = tus.scope_id
+                WHERE u.name = ?
+                GROUP BY t.name
+                ORDER BY t.name
+                """,
+                (orcid,),
+            ).fetchall()
+            if not rows:
+                typer.echo(f"No tags found for {orcid}")
+                return
+            typer.echo(f"{'TAG':<40} {'PUBLIC':<8} {'OWNER':<8} SCOPES")
+            typer.echo("-" * 90)
+            for tag, is_public, scopes, is_owner in rows:
+                typer.echo(
+                    f"{tag:<40} {'yes' if is_public else 'no':<8} {'yes' if is_owner else 'no':<8} {scopes or ''}"
+                )
+        else:
+            where = "WHERE t.name LIKE ?" if like else ""
+            params: list[str] = [like] if like else []
+            rows = conn.execute(
+                f"""
+                SELECT t.name,
+                       t.is_public,
+                       GROUP_CONCAT(DISTINCT s.name) AS scopes,
+                       COUNT(DISTINCT towner.user_id) AS owner_count
+                FROM tags t
+                LEFT JOIN tags_users_scopes tus ON tus.tag_id = t.id
+                LEFT JOIN scopes s ON s.id = tus.scope_id
+                LEFT JOIN tag_owners towner ON towner.tag_id = t.id
+                {where}
+                GROUP BY t.name
+                ORDER BY t.name
+                """,
+                params,
+            ).fetchall()
+            if not rows:
+                typer.echo("No tags found.")
+                return
+            typer.echo(f"{'TAG':<40} {'PUBLIC':<8} {'OWNERS':<8} SCOPES")
+            typer.echo("-" * 90)
+            for tag, is_public, scopes, owner_count in rows:
+                typer.echo(
+                    f"{tag:<40} {'yes' if is_public else 'no':<8} {owner_count:<8} {scopes or ''}"
+                )
 
 
 def main() -> None:
diff --git a/src/splash_tiled/access_control/tiled_tags.py b/src/splash_tiled/access_control/tiled_tags.py
index 3057ae0..4d3b917 100644
--- a/src/splash_tiled/access_control/tiled_tags.py
+++ b/src/splash_tiled/access_control/tiled_tags.py
@@ -40,10 +40,8 @@ def load_esaf_groups(esaf_db_path: Path) -> dict[str, list[str]]:
         groups = get_esaf_orcid_map(connection)
         groups.update(get_proposal_orcid_map(connection))
         beamline_staff_groups = get_beamline_staff_group_map(connection)
-        for beamline_name in get_esaf_friendly_ids_by_beamline(connection):
-            groups[f"{beamline_name}-staff"] = beamline_staff_groups.get(
-                beamline_name, []
-            )
+        for beamline_name, staff_orcids in beamline_staff_groups.items():
+            groups[f"{beamline_name}-staff"] = staff_orcids
         return groups
 
 
@@ -90,11 +88,9 @@ def build_generated_tag_definitions(
         if name not in esaf_friendly_id_set and name not in proposal_friendly_id_set
     }
 
-    for beamline_name, esaf_friendly_ids in esaf_ids_by_beamline.items():
+    all_beamlines_with_staff = set(esaf_ids_by_beamline) | set(beamline_staff_groups)
+    for beamline_name in all_beamlines_with_staff:
         beamline_staff_group_name = f"{beamline_name}-staff"
-
-        # Emit an explicit staff tag for each beamline so access checks can
-        # validate the tag even when no ESAF-specific tags are involved.
         generated_tags.setdefault(
             beamline_staff_group_name,
             {
@@ -107,6 +103,9 @@ def build_generated_tag_definitions(
             },
         )
 
+    for beamline_name, esaf_friendly_ids in esaf_ids_by_beamline.items():
+        beamline_staff_group_name = f"{beamline_name}-staff"
+
         if beamline_name not in beamline_staff_groups:
             beamline_staff_groups[beamline_name] = []
 

From 5b41016a734fceb7ea44799706bc19dbaf6160be Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Wed, 29 Apr 2026 18:30:10 -0700
Subject: [PATCH 25/31] fix access_blob setting

---
 src/splash_tiled/access_control/cli.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/splash_tiled/access_control/cli.py b/src/splash_tiled/access_control/cli.py
index 80e9f37..6f8797b 100644
--- a/src/splash_tiled/access_control/cli.py
+++ b/src/splash_tiled/access_control/cli.py
@@ -121,7 +121,7 @@ def compile_all(
 
 
 def _tag_recursive(node, tags: list[str]) -> int:
-    node.access_blob(access_tag=tags)
+    node.replace_metadata(access_tags=tags)
     count = 1
     try:
         for key in node:

From 24142d2a39a03c36d980241c51dc1b7ebc389d4b Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Wed, 29 Apr 2026 18:54:34 -0700
Subject: [PATCH 26/31] fix syn worker and cli

Co-authored-by: Copilot <copilot@github.com>
---
 docker-compose.yaml                    |  2 +-
 scripts/sync_scheduler.py              | 31 +++++++++++------------
 src/splash_tiled/access_control/cli.py | 34 ++++++++++++++++++++------
 3 files changed, 43 insertions(+), 24 deletions(-)

diff --git a/docker-compose.yaml b/docker-compose.yaml
index c2b5825..6a2c77d 100644
--- a/docker-compose.yaml
+++ b/docker-compose.yaml
@@ -27,7 +27,7 @@ services:
       - ./tiled_config/config.yaml:/tiled_deploy/config/config.yaml:ro
     restart: unless-stopped
 
-  sync-worker:
+  access-worker:
     build:
       context: .
       dockerfile: Containerfile
diff --git a/scripts/sync_scheduler.py b/scripts/sync_scheduler.py
index cf04e7c..e5b5a29 100644
--- a/scripts/sync_scheduler.py
+++ b/scripts/sync_scheduler.py
@@ -2,6 +2,7 @@
 
 import os
 import subprocess
+import time
 from datetime import UTC, datetime
 from pathlib import Path
 
@@ -30,9 +31,9 @@ def resolve_path_option(
     return Path(get_env(env_name, default))
 
 
-def resolve_cron_expression(cron: str | None) -> str:
-    if cron is None:
-        raise typer.BadParameter("A cron expression is required.")
+def resolve_cron_expression(cron: str) -> str:
+    if not cron:
+        raise typer.BadParameter("SYNC_CRON environment variable is required.")
     return cron
 
 
@@ -66,7 +67,10 @@ def sync_once(
 
     beamline_args = parse_beamline_args(beamlines)
 
-    typer.echo(f"[{utc_now()}] Running scheduled ESAF sync")
+    start = time.monotonic()
+    typer.echo(f"[{utc_now()}] Sync started")
+
+    t0 = time.monotonic()
     subprocess.run(
         [
             "python",
@@ -80,7 +84,11 @@ def sync_once(
         ],
         check=True,
     )
+    typer.echo(
+        f"[{utc_now()}] User Office fetch complete ({time.monotonic() - t0:.1f}s)"
+    )
 
+    t0 = time.monotonic()
     subprocess.run(
         [
             "python",
@@ -98,19 +106,12 @@ def sync_once(
         ],
         check=True,
     )
+    typer.echo(f"[{utc_now()}] Tag compile complete ({time.monotonic() - t0:.1f}s)")
+    typer.echo(f"[{utc_now()}] Sync finished — total {time.monotonic() - start:.1f}s")
 
 
 @app.command()
 def main(
-    cron: str = typer.Argument(
-        ...,
-        metavar="CRON",
-        envvar="SYNC_CRON",
-        help=(
-            "Cron expression in crontab format: 'minute hour day month "
-            "day_of_week'. Required as CRON or via SYNC_CRON."
-        ),
-    ),
     esaf_db_path: Path | None = typer.Option(
         None,
         "--esaf-db-path",
@@ -146,7 +147,7 @@ def main(
         ),
     ),
 ) -> None:
-    cron_expr = resolve_cron_expression(cron)
+    cron_expr = resolve_cron_expression(get_env("SYNC_CRON", ""))
     resolved_esaf_db_path = resolve_path_option(
         esaf_db_path,
         env_name="ESAF_DB_PATH",
@@ -171,7 +172,7 @@ def main(
         "API_URL",
         "https://als-esaf.als.lbl.gov/EsafInformation/GetEsaf",
     )
-    beamlines = get_env("BEAMLINES", "12.3.2,9.3.2,7.0.2")
+    beamlines = get_env("BEAMLINES", "all")
 
     scheduler = BlockingScheduler(timezone="UTC")
 
diff --git a/src/splash_tiled/access_control/cli.py b/src/splash_tiled/access_control/cli.py
index 6f8797b..e18085e 100644
--- a/src/splash_tiled/access_control/cli.py
+++ b/src/splash_tiled/access_control/cli.py
@@ -5,6 +5,7 @@
 
 import typer
 from tiled.client import from_uri
+from tiled.structures.core import StructureFamily
 
 from splash_tiled.access_control.inspect import app as query_app
 from splash_tiled.access_control.tiled_tags import (
@@ -120,14 +121,26 @@ def compile_all(
     )
 
 
-def _tag_recursive(node, tags: list[str]) -> int:
-    node.replace_metadata(access_tags=tags)
-    count = 1
-    try:
+def _tag_recursive(node, tags: list[str], errors: list[str]) -> int:
+    current_tags = (node.access_blob or {}).get("tags", [])
+    if set(current_tags) == set(tags):
+        typer.echo(f"  {node.uri}  (already set, skipping)")
+        count = 0
+    else:
+        typer.echo(f"  {node.uri}  →  {tags}")
+        try:
+            node.patch_metadata(
+                access_blob_patch={"tags": tags},
+                content_type="application/merge-patch+json",
+            )
+            count = 1
+        except Exception as exc:
+            errors.append(f"  {node.uri}: {exc}")
+            typer.echo(f"    ERROR: {exc}", err=True)
+            count = 0
+    if node.structure_family == StructureFamily.container:
         for key in node:
-            count += _tag_recursive(node[key], tags)
-    except TypeError:
-        pass
+            count += _tag_recursive(node[key], tags, errors)
     return count
 
 
@@ -157,8 +170,13 @@ def tag_path_command(
     node = client
     for part in (p for p in path.split("/") if p):
         node = node[part]
-    count = _tag_recursive(node, tags)
+    errors: list[str] = []
+    count = _tag_recursive(node, tags, errors)
     typer.echo(f"Tagged {count} nodes.")
+    if errors:
+        typer.echo(f"Skipped {len(errors)} nodes with errors:", err=True)
+        for msg in errors:
+            typer.echo(msg, err=True)
 
 
 def main() -> None:

From 88c403618f82c1e9dad821fbc7de4ba21b73683a Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Wed, 29 Apr 2026 19:06:44 -0700
Subject: [PATCH 27/31] add APScheduler logging

---
 scripts/sync_scheduler.py | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/scripts/sync_scheduler.py b/scripts/sync_scheduler.py
index e5b5a29..a70a305 100644
--- a/scripts/sync_scheduler.py
+++ b/scripts/sync_scheduler.py
@@ -1,5 +1,6 @@
 from __future__ import annotations
 
+import logging
 import os
 import subprocess
 import time
@@ -209,6 +210,9 @@ def main(
             "beamlines": beamlines,
         },
     )
+    logging.basicConfig()
+    logging.getLogger("apscheduler").setLevel(logging.INFO)
+
     typer.echo(f"[{utc_now()}] APScheduler started with cron: {cron_expr} (UTC)")
 
     scheduler.start()

From 88625c39aad0c5463b7a1bf06d8f192f5883cc6f Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Wed, 6 May 2026 08:16:56 -0700
Subject: [PATCH 28/31] undo copy in Containerfile

---
 Containerfile | 2 --
 1 file changed, 2 deletions(-)

diff --git a/Containerfile b/Containerfile
index 426acf9..ffb78de 100755
--- a/Containerfile
+++ b/Containerfile
@@ -12,5 +12,3 @@ COPY --chown=app:app pyproject.toml README.md ./
 COPY --chown=app:app src/ ./src/
 RUN uv pip install --python /app/bin/python --no-cache ".[bl733]"
 COPY --chown=app:app scripts/ ./scripts/
-COPY --chown=app:app src/splash_tiled/bl733/adapters/edf.py /tiled_deploy/config/custom/edf.py
-COPY --chown=app:app src/splash_tiled/bl733/adapters/gb.py /tiled_deploy/config/custom/gb.py

From 2450288e6f09a7eba9a22716c23d78146677532e Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Wed, 6 May 2026 08:23:17 -0700
Subject: [PATCH 29/31] processed tags and revert tiled config

---
 docker-compose-wu.yml                         | 77 +++++++++++++++++++
 pyproject.toml                                |  1 -
 .../access_control/tag_definitions_stub.yaml  |  2 +
 src/splash_tiled/access_control/tiled_tags.py | 59 +++++++++-----
 tiled_config/config.yaml                      | 12 +--
 5 files changed, 124 insertions(+), 27 deletions(-)
 create mode 100644 docker-compose-wu.yml

diff --git a/docker-compose-wu.yml b/docker-compose-wu.yml
new file mode 100644
index 0000000..1a4d6e9
--- /dev/null
+++ b/docker-compose-wu.yml
@@ -0,0 +1,77 @@
+name: tiled-staging
+
+services:
+  postgres:
+    image: "postgres:15"
+    environment:
+      POSTGRES_USER: "tiled_staging"
+      POSTGRES_PASSWORD_FILE: /run/secrets/postgres_password
+      POSTGRES_DB: "tiled_staging_auth"
+    secrets:
+      - postgres_password
+    volumes:
+      - /opt/staging/tiled/postgres_data:/var/lib/postgresql/data
+      - /opt/staging/tiled/init-db.sql:/docker-entrypoint-initdb.d/init-db.sql:ro
+    networks:
+      - tiled_staging
+    healthcheck:
+      test: ["CMD-SHELL", "pg_isready -U tiled_staging -d tiled_staging_auth"]
+      interval: 10s
+      timeout: 5s
+      retries: 5
+
+
+  tiled:
+    image: "ghcr.io/als-computing/splash_tiled:pr-6"
+    user: "47781:1011"
+    depends_on:
+      postgres:
+        condition: service_healthy
+    env_file:
+      - /opt/staging/tiled/tiled.env
+    volumes:
+      - /opt/staging/tiled/config:/deploy/config:ro
+      - /global/beegfs/beamlines:/global/beegfs/beamlines:rw
+      - ./tags:/tags:rw
+    secrets:
+      - postgres_password
+    networks:
+      - tiled_staging
+      - redis_staging
+      - web
+    restart: unless-stopped
+    labels:
+      - "traefik.enable=true"
+      - "traefik.http.routers.tiled-staging.rule=Host(`tiled-staging.computing.als.lbl.gov`)"
+      - "traefik.http.routers.tiled-staging.entrypoints=websecure"
+      - "traefik.http.routers.tiled-staging.tls=true"
+      - "traefik.http.services.tiled-staging.loadbalancer.server.port=8000"
+
+  access-worker:
+    image: "ghcr.io/als-computing/splash_tiled:pr-6"
+    user: "47781:1011"
+    security_opt:
+      - label=disable
+    command:
+      - bash
+      - /app/scripts/sync_loop.sh
+    environment:
+      SYNC_CRON: "0 */5 * * *"
+      BEAMLINES: "all"
+    volumes:
+      - ./tags:/app/tags:rw
+      - ./data:/app/data:rw
+    restart: unless-stopped
+
+
+secrets:
+  postgres_password:
+    file: /opt/staging/tiled/secrets/postgres_password
+
+networks:
+  tiled_staging:
+    external: true
+  web:
+    external: true
+  redis_staging:
+    external: true
diff --git a/pyproject.toml b/pyproject.toml
index d52610e..e56272e 100755
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -54,7 +54,6 @@ Repository = "https://github.com/als-lbl/splash_tiled"
 Documentation = "https://github.com/als-lbl/splash_tiled#readme"
 
 [project.scripts]
-als-tiled = "splash_tiled.main:main"
 als-hub = "splash_tiled.access_control.user_office:main"
 compile-tags = "splash_tiled.access_control.tiled_tags:main"
 access-query = "splash_tiled.access_control.inspect:main"
diff --git a/src/splash_tiled/access_control/tag_definitions_stub.yaml b/src/splash_tiled/access_control/tag_definitions_stub.yaml
index 7c6b67e..296af5d 100644
--- a/src/splash_tiled/access_control/tag_definitions_stub.yaml
+++ b/src/splash_tiled/access_control/tag_definitions_stub.yaml
@@ -1,6 +1,8 @@
 roles:
   facility_user:
     scopes: ["read:data", "read:metadata"]
+  data_contributor:
+    scopes: ["read:data", "read:metadata", "write:data", "write:metadata", "create:node"]
   facility_admin:
     scopes: ["read:data", "read:metadata",
              "write:data", "write:metadata",
diff --git a/src/splash_tiled/access_control/tiled_tags.py b/src/splash_tiled/access_control/tiled_tags.py
index 4d3b917..fd2899c 100644
--- a/src/splash_tiled/access_control/tiled_tags.py
+++ b/src/splash_tiled/access_control/tiled_tags.py
@@ -85,7 +85,12 @@ def build_generated_tag_definitions(
     generated_tags = {
         name: value
         for name, value in template_tags.items()
-        if name not in esaf_friendly_id_set and name not in proposal_friendly_id_set
+        if name not in esaf_friendly_id_set
+        and name not in proposal_friendly_id_set
+        and not any(
+            name in (f"{id_}-raw", f"{id_}-processed")
+            for id_ in esaf_friendly_id_set | proposal_friendly_id_set
+        )
     }
 
     all_beamlines_with_staff = set(esaf_ids_by_beamline) | set(beamline_staff_groups)
@@ -110,34 +115,48 @@ def build_generated_tag_definitions(
             beamline_staff_groups[beamline_name] = []
 
         for esaf_friendly_id in esaf_friendly_ids:
-            generated_tags[esaf_friendly_id] = {
-                "groups": [
-                    {
-                        "name": esaf_friendly_id,
-                        "role": "facility_user",
-                    },
-                    {
-                        "name": beamline_staff_group_name,
-                        "role": "facility_user",
-                    },
-                ],
-                "auto_tags": [
-                    {"name": "data_admin"},
-                    {"name": beamline_staff_group_name},
-                ],
+            esaf_groups_read = [
+                {"name": esaf_friendly_id, "role": "facility_user"},
+                {"name": beamline_staff_group_name, "role": "facility_user"},
+            ]
+            esaf_groups_write = [
+                {"name": esaf_friendly_id, "role": "data_contributor"},
+                {"name": beamline_staff_group_name, "role": "data_contributor"},
+            ]
+            esaf_auto_tags = [
+                {"name": "data_admin"},
+                {"name": beamline_staff_group_name},
+            ]
+            generated_tags[f"{esaf_friendly_id}-raw"] = {
+                "groups": esaf_groups_read,
+                "auto_tags": esaf_auto_tags,
+            }
+            generated_tags[f"{esaf_friendly_id}-processed"] = {
+                "groups": esaf_groups_write,
+                "auto_tags": esaf_auto_tags,
             }
 
     for proposal_friendly_id, beamline_names in beamlines_by_proposal.items():
-        proposal_groups = [{"name": proposal_friendly_id, "role": "facility_user"}]
+        proposal_groups_read = [{"name": proposal_friendly_id, "role": "facility_user"}]
+        proposal_groups_write = [
+            {"name": proposal_friendly_id, "role": "data_contributor"}
+        ]
         proposal_auto_tags = [{"name": "data_admin"}]
         for beamline_name in beamline_names:
             beamline_staff_group_name = f"{beamline_name}-staff"
-            proposal_groups.append(
+            proposal_groups_read.append(
                 {"name": beamline_staff_group_name, "role": "facility_user"}
             )
+            proposal_groups_write.append(
+                {"name": beamline_staff_group_name, "role": "data_contributor"}
+            )
             proposal_auto_tags.append({"name": beamline_staff_group_name})
-        generated_tags[proposal_friendly_id] = {
-            "groups": proposal_groups,
+        generated_tags[f"{proposal_friendly_id}-raw"] = {
+            "groups": proposal_groups_read,
+            "auto_tags": proposal_auto_tags,
+        }
+        generated_tags[f"{proposal_friendly_id}-processed"] = {
+            "groups": proposal_groups_write,
             "auto_tags": proposal_auto_tags,
         }
 
diff --git a/tiled_config/config.yaml b/tiled_config/config.yaml
index 01776e1..b87108a 100644
--- a/tiled_config/config.yaml
+++ b/tiled_config/config.yaml
@@ -40,9 +40,9 @@ access_control:
     access_tags_parser: "tiled.access_control.access_tags:AccessTagsParser"
 
 
-# file_extensions:
-#   edf: application/x-edf
-#   gb: application/x-gb
+file_extensions:
+  edf: application/x-edf
+  gb: application/x-gb
 
 
 trees:
@@ -53,6 +53,6 @@ trees:
       readable_storage: [/app/data]
       writable_storage: /app/data
       init_if_not_exists: true
-      # adapters_by_mimetype:
-      #   application/x-edf: splash_tiled.bl733.adapters.edf:EDFAdapter
-      #   application/x-gb: splash_tiled.bl733.adapters.gb:GeneralBinaryPilatus2MAdapter
+      adapters_by_mimetype:
+        application/x-edf: splash_tiled.bl733.adapters.edf:EDFAdapter
+        application/x-gb: splash_tiled.bl733.adapters.gb:GeneralBinaryPilatus2MAdapter

From bff603bd2c474642326c7e451ff3ad6b76a75b4e Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <dmcreynolds@lbl.gov>
Date: Wed, 6 May 2026 09:11:59 -0700
Subject: [PATCH 30/31] add logger and fix tests

---
 src/splash_tiled/access_control/tiled_tags.py | 28 ++++++++-----
 tests/test_tiled_tags.py                      | 39 +++++++++++++++----
 2 files changed, 50 insertions(+), 17 deletions(-)

diff --git a/src/splash_tiled/access_control/tiled_tags.py b/src/splash_tiled/access_control/tiled_tags.py
index fd2899c..022e9b8 100644
--- a/src/splash_tiled/access_control/tiled_tags.py
+++ b/src/splash_tiled/access_control/tiled_tags.py
@@ -1,3 +1,4 @@
+import logging
 import sqlite3
 from pathlib import Path
 from typing import Any
@@ -16,6 +17,7 @@
     get_proposal_orcid_map,
 )
 
+logger = logging.getLogger(__name__)
 app = typer.Typer(add_completion=False)
 
 
@@ -123,17 +125,16 @@ def build_generated_tag_definitions(
                 {"name": esaf_friendly_id, "role": "data_contributor"},
                 {"name": beamline_staff_group_name, "role": "data_contributor"},
             ]
-            esaf_auto_tags = [
-                {"name": "data_admin"},
-                {"name": beamline_staff_group_name},
-            ]
             generated_tags[f"{esaf_friendly_id}-raw"] = {
                 "groups": esaf_groups_read,
-                "auto_tags": esaf_auto_tags,
+                "auto_tags": [{"name": beamline_staff_group_name}],
             }
             generated_tags[f"{esaf_friendly_id}-processed"] = {
                 "groups": esaf_groups_write,
-                "auto_tags": esaf_auto_tags,
+                "auto_tags": [
+                    {"name": "data_admin"},
+                    {"name": beamline_staff_group_name},
+                ],
             }
 
     for proposal_friendly_id, beamline_names in beamlines_by_proposal.items():
@@ -141,7 +142,8 @@ def build_generated_tag_definitions(
         proposal_groups_write = [
             {"name": proposal_friendly_id, "role": "data_contributor"}
         ]
-        proposal_auto_tags = [{"name": "data_admin"}]
+        proposal_auto_tags_raw = []
+        proposal_auto_tags_processed = [{"name": "data_admin"}]
         for beamline_name in beamline_names:
             beamline_staff_group_name = f"{beamline_name}-staff"
             proposal_groups_read.append(
@@ -150,14 +152,15 @@ def build_generated_tag_definitions(
             proposal_groups_write.append(
                 {"name": beamline_staff_group_name, "role": "data_contributor"}
             )
-            proposal_auto_tags.append({"name": beamline_staff_group_name})
+            proposal_auto_tags_raw.append({"name": beamline_staff_group_name})
+            proposal_auto_tags_processed.append({"name": beamline_staff_group_name})
         generated_tags[f"{proposal_friendly_id}-raw"] = {
             "groups": proposal_groups_read,
-            "auto_tags": proposal_auto_tags,
+            "auto_tags": proposal_auto_tags_raw,
         }
         generated_tags[f"{proposal_friendly_id}-processed"] = {
             "groups": proposal_groups_write,
-            "auto_tags": proposal_auto_tags,
+            "auto_tags": proposal_auto_tags_processed,
         }
 
     return {
@@ -241,6 +244,11 @@ def compile_tags(
         output_yaml_path=generated_tag_definitions_path,
     )
 
+    logger.info(
+        "Compiling tags from %s → %s",
+        resolved_generated_tag_definitions_path,
+        resolved_output_sqlite_path,
+    )
     access_tags_compiler = AccessTagsCompiler(
         ALL_SCOPES,
         resolved_generated_tag_definitions_path,
diff --git a/tests/test_tiled_tags.py b/tests/test_tiled_tags.py
index 265f245..491bec5 100644
--- a/tests/test_tiled_tags.py
+++ b/tests/test_tiled_tags.py
@@ -132,11 +132,18 @@ def test_build_generated_tag_definitions_includes_template_sections_and_esaf_tag
         "read:data",
         "read:metadata",
     ]
-    assert generated["tags"]["SB-01482-001"] == {
+    assert generated["tags"]["SB-01482-001-raw"] == {
         "groups": [
             {"name": "SB-01482-001", "role": "facility_user"},
             {"name": "12.3.2-staff", "role": "facility_user"},
         ],
+        "auto_tags": [{"name": "12.3.2-staff"}],
+    }
+    assert generated["tags"]["SB-01482-001-processed"] == {
+        "groups": [
+            {"name": "SB-01482-001", "role": "data_contributor"},
+            {"name": "12.3.2-staff", "role": "data_contributor"},
+        ],
         "auto_tags": [{"name": "data_admin"}, {"name": "12.3.2-staff"}],
     }
     assert generated["tags"]["data_admin"]["users"] == [
@@ -237,11 +244,18 @@ def test_generate_tag_definitions_yaml_writes_generated_esaf_tags(
 
     generated = yaml.safe_load(resolved_output_yaml_path.read_text(encoding="utf-8"))
     assert resolved_output_yaml_path == output_yaml_path.resolve()
-    assert generated["tags"]["SB-01482-001"]["groups"] == [
+    assert generated["tags"]["SB-01482-001-raw"]["groups"] == [
         {"name": "SB-01482-001", "role": "facility_user"},
         {"name": "12.3.2-staff", "role": "facility_user"},
     ]
-    assert generated["tags"]["SB-01482-001"]["auto_tags"] == [
+    assert generated["tags"]["SB-01482-001-raw"]["auto_tags"] == [
+        {"name": "12.3.2-staff"},
+    ]
+    assert generated["tags"]["SB-01482-001-processed"]["groups"] == [
+        {"name": "SB-01482-001", "role": "data_contributor"},
+        {"name": "12.3.2-staff", "role": "data_contributor"},
+    ]
+    assert generated["tags"]["SB-01482-001-processed"]["auto_tags"] == [
         {"name": "data_admin"},
         {"name": "12.3.2-staff"},
     ]
@@ -307,8 +321,7 @@ def test_build_generated_tag_definitions_staff_group_in_auto_tags(
 
     generated = build_generated_tag_definitions(esaf_db_path, template_path)
 
-    assert generated["tags"]["SB-01482-001"]["auto_tags"] == [
-        {"name": "data_admin"},
+    assert generated["tags"]["SB-01482-001-raw"]["auto_tags"] == [
         {"name": "12.3.2-staff"},
     ]
 
@@ -381,6 +394,13 @@ def test_compile_tags_reflects_roles_and_data_admin_in_sqlite(
     scopes:
       - read:data
       - read:metadata
+  data_contributor:
+    scopes:
+      - read:data
+      - read:metadata
+      - write:data
+      - write:metadata
+      - create:node
   facility_admin:
     scopes:
       - read:data
@@ -481,7 +501,12 @@ def test_compile_tags_reflects_roles_and_data_admin_in_sqlite(
 
         # the data_admin user does NOT have facility_user-only read:data access
         # on the ESAF tag (it gets access via auto_tag, not direct membership)
-        cur.execute("SELECT id FROM tags WHERE name = 'SB-01482-001'")
+        cur.execute("SELECT id FROM tags WHERE name = 'SB-01482-001-raw'")
+        assert (
+            cur.fetchone() is not None
+        ), "SB-01482-001-raw ESAF tag not found in compiled DB"
+
+        cur.execute("SELECT id FROM tags WHERE name = 'SB-01482-001-processed'")
         assert (
             cur.fetchone() is not None
-        ), "SB-01482-001 ESAF tag not found in compiled DB"
+        ), "SB-01482-001-processed ESAF tag not found in compiled DB"

From 8a5615a18df6ba853895fdf7f5ef7f0cf432540a Mon Sep 17 00:00:00 2001
From: Dylan McReynolds <40469975+dylanmcreynolds@users.noreply.github.com>
Date: Wed, 6 May 2026 11:30:07 -0700
Subject: [PATCH 31/31] use tiled code to find config.yml (#8)

---
 src/splash_tiled/access_control/tiled_tags.py | 99 ++++++++++++++++---
 1 file changed, 85 insertions(+), 14 deletions(-)

diff --git a/src/splash_tiled/access_control/tiled_tags.py b/src/splash_tiled/access_control/tiled_tags.py
index 022e9b8..b8efa4c 100644
--- a/src/splash_tiled/access_control/tiled_tags.py
+++ b/src/splash_tiled/access_control/tiled_tags.py
@@ -1,8 +1,9 @@
 import logging
+import os
 import sqlite3
 from pathlib import Path
-from typing import Any
-from urllib.parse import quote
+from typing import Any, Optional
+from urllib.parse import quote, unquote, urlparse
 
 import typer
 import yaml  # type: ignore[import-untyped]
@@ -37,6 +38,39 @@ def get_default_generated_tag_definitions_path() -> Path:
     return Path(__file__).resolve().parents[3] / "tag_definitions.generated.yml"
 
 
+def _uri_to_path(uri: str) -> Path:
+    if uri.startswith("file:"):
+        return Path(unquote(urlparse(uri).path))
+    return Path(uri)
+
+
+def read_tiled_config_paths(config_path: Path) -> dict[str, Path]:
+    """Extract compiled-tags and sibling paths from a tiled config file."""
+    from tiled.config import parse_configs
+
+    config = parse_configs(config_path)
+    ac = config.access_policy
+    if ac is None or not isinstance(getattr(ac, "args", None), dict):
+        raise typer.BadParameter(
+            f"No access_control.args found in {config_path}.",
+            param_hint="--tiled-config",
+        )
+    tags_db = ac.args.get("tags_db", {})
+    uri = tags_db.get("uri") if isinstance(tags_db, dict) else None
+    if not uri:
+        raise typer.BadParameter(
+            f"No access_control.args.tags_db.uri found in {config_path}.",
+            param_hint="--tiled-config",
+        )
+    compiled_tags_path = _uri_to_path(uri)
+    parent = compiled_tags_path.parent
+    return {
+        "output_sqlite_path": compiled_tags_path,
+        "esaf_db_path": parent / "esafs.db",
+        "generated_tag_definitions_path": parent / "tag_definitions.generated.yml",
+    }
+
+
 def load_esaf_groups(esaf_db_path: Path) -> dict[str, list[str]]:
     with sqlite3.connect(esaf_db_path) as connection:
         groups = get_esaf_orcid_map(connection)
@@ -289,35 +323,72 @@ def generate_yaml_command(
 
 @app.command("compile")
 def compile_command(
-    output_sqlite_path: Path = typer.Option(
-        get_default_output_sqlite_path(),
+    tiled_config: Optional[Path] = typer.Option(
+        None,
+        "--tiled-config",
+        envvar="TILED_CONFIG",
+        help=(
+            "Path to the tiled config file (or directory). "
+            "Defaults to the TILED_CONFIG environment variable, then config.yml. "
+            "Used to derive output-sqlite-path, esaf-sqlite-path, and generated-yaml-path "
+            "when those options are not explicitly set."
+        ),
+    ),
+    output_sqlite_path: Optional[Path] = typer.Option(
+        None,
         "--output-sqlite-path",
-        help="Path for the compiled tags SQLite database.",
+        help="Path for the compiled tags SQLite database. Overrides the tiled config.",
     ),
-    esaf_db_path: Path = typer.Option(
-        get_default_esaf_db_path(),
+    esaf_db_path: Optional[Path] = typer.Option(
+        None,
         "--esaf-sqlite-path",
-        help="Path to the ESAF SQLite database used to resolve groups.",
+        help="Path to the ESAF SQLite database used to resolve groups. Overrides the tiled config.",
     ),
     tag_definitions_path: Path = typer.Option(
         get_default_tag_definitions_path(),
         "--tag-definitions-path",
         help="Path to the template tag definitions YAML file.",
     ),
-    generated_tag_definitions_path: Path = typer.Option(
-        get_default_generated_tag_definitions_path(),
+    generated_tag_definitions_path: Optional[Path] = typer.Option(
+        None,
         "--generated-yaml-path",
         help=(
             "Path for the generated tag definitions YAML file passed to "
-            "AccessTagsCompiler."
+            "AccessTagsCompiler. Overrides the tiled config."
         ),
     ),
 ) -> None:
+    # Resolve tiled config: explicit option → TILED_CONFIG env var → config.yml
+    config_file = tiled_config or Path(os.getenv("TILED_CONFIG", "config.yml"))
+    tiled_paths: dict[str, Path] = {}
+    if config_file.exists():
+        tiled_paths = read_tiled_config_paths(config_file)
+        logger.info("Reading paths from tiled config: %s", config_file)
+    elif tiled_config is not None:
+        raise typer.BadParameter(
+            f"Tiled config not found: {config_file}",
+            param_hint="--tiled-config",
+        )
+
+    resolved_output_sqlite_path = (
+        output_sqlite_path
+        or tiled_paths.get("output_sqlite_path")
+        or get_default_output_sqlite_path()
+    )
+    resolved_esaf_db_path = (
+        esaf_db_path or tiled_paths.get("esaf_db_path") or get_default_esaf_db_path()
+    )
+    resolved_generated_path = (
+        generated_tag_definitions_path
+        or tiled_paths.get("generated_tag_definitions_path")
+        or get_default_generated_tag_definitions_path()
+    )
+
     compile_tags(
-        output_sqlite_path=output_sqlite_path,
-        esaf_db_path=esaf_db_path,
+        output_sqlite_path=resolved_output_sqlite_path,
+        esaf_db_path=resolved_esaf_db_path,
         tag_definitions_path=tag_definitions_path,
-        generated_tag_definitions_path=generated_tag_definitions_path,
+        generated_tag_definitions_path=resolved_generated_path,
     )