Merge branch 'main' into develop

Reviewed-on: #10
Reviewed-by: Jessica Roberts <j.r@email.com>

.gitea/workflows/check-deleted-workflows.yml

@@ -0,0 +1,113 @@
+name: Check Deleted Workflows
+
+on:
+  pull_request:
+    branches:
+      - main
+    types:
+      - opened
+      - synchronize
+      - reopened
+      - ready_for_review
+  workflow_dispatch:
+
+jobs:
+  check-deleted-workflows:
+    runs-on: orchestration-platform
+    container:
+      image: python:3.12-slim
+    defaults:
+      run:
+        shell: bash
+    steps:
+      - name: Install git
+        run: |
+          apt-get update -qq
+          apt-get install -y --no-install-recommends git
+
+      - name: Checkout repository
+        run: |
+          REPO_DIR="repo"
+          REPO_CLONE_URL="https://gitea.dataprovider01.sandbox-cat-dat.simpl-europe.eu/dataprovider01/template-code-location.git"
+          CLONE_USER="${{ secrets.REGISTRY_USERNAME }}"
+          CLONE_PASS="${{ secrets.REGISTRY_PASSWORD }}"
+
+          if [ -z "${CLONE_USER}" ] || [ -z "${CLONE_PASS}" ]; then
+            echo "Missing REGISTRY_USERNAME or REGISTRY_PASSWORD secret"
+            exit 1
+          fi
+
+          rm -rf "${REPO_DIR}"
+          AUTH_HEADER="$(printf '%s:%s' "${CLONE_USER}" "${CLONE_PASS}" | base64 | tr -d '\n')"
+          HEAD_BRANCH="${GITHUB_HEAD_REF:-${GITHUB_REF_NAME:-develop}}"
+          git clone \
+            --branch "${HEAD_BRANCH}" \
+            -c "http.extraHeader=Authorization: Basic ${AUTH_HEADER}" \
+            "${REPO_CLONE_URL}" \
+            "${REPO_DIR}"
+
+      - name: Install runtime tools
+        run: |
+          apt-get update -qq
+          apt-get install -y --no-install-recommends git jq curl gcc librdkafka-dev libpython3-dev
+          curl -LsSf https://astral.sh/uv/install.sh | sh
+          ln -sf "${HOME}/.local/bin/uv" /usr/local/bin/uv
+
+      - name: Install project dependencies
+        run: |
+          cd repo
+          uv sync --frozen --no-dev --no-install-package torch
+
+      - name: Compute deleted workflows/jobs against main
+        run: |
+          cd repo
+          PATH="$PWD/.venv/bin:$PATH" \
+          BASE_REF="${GITHUB_BASE_REF:-main}" \
+          HEAD_REF="${GITHUB_HEAD_REF:-HEAD}" \
+          REPOSITORY_FILE="src/template_code_location/repository.py" \
+          DIFF_OUTPUT="deleted_workflows.txt" \
+          FAIL_ON_DELETION="false" \
+          bash .gitea/workflows/list_jobs.sh
+
+      - name: Compute active workflows list
+        run: |
+          cd repo
+          PATH="$PWD/.venv/bin:$PATH" \
+          ONLY_ACTIVE="true" \
+          REGISTRY_USERNAME="${{ secrets.REGISTRY_USERNAME }}" \
+          REGISTRY_PASSWORD="${{ secrets.REGISTRY_PASSWORD }}" \
+          bash .gitea/workflows/check_active_workflows.sh > active_workflows.txt
+          echo "--- Active workflows ---"
+          cat active_workflows.txt || echo "(none)"
+
+      - name: Fail only on overlap with active workflows
+        run: |
+          cd repo
+
+          echo "--- Deleted workflows ---"
+          cat deleted_workflows.txt 2>/dev/null || echo "(none)"
+
+          if [ ! -s deleted_workflows.txt ]; then
+            echo "No deleted workflows/jobs found."
+            exit 0
+          fi
+
+          if [ ! -s active_workflows.txt ]; then
+            echo "Active workflows list is empty; no overlap to block on."
+            exit 0
+          fi
+
+          awk 'length($0) > 0' deleted_workflows.txt | sort -u > deleted_normalized.txt
+          awk 'length($0) > 0' active_workflows.txt | sort -u > active_normalized.txt
+          comm -12 deleted_normalized.txt active_normalized.txt > overlapping_workflows.txt
+
+          if [ -s overlapping_workflows.txt ]; then
+            echo "------------------------------------------------"
+            echo "DELETED ACTIVE WORKFLOWS DETECTED"
+            echo "The following deleted workflows/jobs are currently active:"
+            cat overlapping_workflows.txt
+            echo "------------------------------------------------"
+            exit 1
+          fi
+
+          echo "No overlap between deleted workflows/jobs and active workflows."

.gitea/workflows/check_active_workflows.sh

@@ -0,0 +1,66 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+# Default configuration (override via env vars).
+BASE_URL="${BASE_URL:-https://participant.be.dataprovider01.sandbox-cat-dat.simpl-europe.eu}"
+AUTH_BASE="${AUTH_BASE:-${BASE_URL}/auth}"
+REALM="${REALM:-participant}"
+USERNAME="${USERNAME:-${REGISTRY_USERNAME:-}}"
+PASSWORD="${PASSWORD:-${REGISTRY_PASSWORD:-}}"
+CLIENT_ID="${CLIENT_ID:-frontend-cli}"
+WORKFLOW_URL="${WORKFLOW_URL:-${BASE_URL}/asset-orchestrator/v1/workflowDefinitions}"
+ONLY_ACTIVE="${ONLY_ACTIVE:-true}"
+
+TOKEN_URL="${AUTH_BASE}/realms/${REALM}/protocol/openid-connect/token"
+
+error() {
+  printf "%s\n" "$1" >&2
+}
+
+command -v jq >/dev/null 2>&1 || {
+  error "jq is required"
+  exit 1
+}
+
+TOKEN_RESPONSE=$(curl -sS -X POST "${TOKEN_URL}" \
+  -H "Content-Type: application/x-www-form-urlencoded" \
+  --data-urlencode "grant_type=password" \
+  --data-urlencode "client_id=${CLIENT_ID}" \
+  --data-urlencode "username=${USERNAME}" \
+  --data-urlencode "password=${PASSWORD}")
+
+ACCESS_TOKEN=$(printf '%s' "$TOKEN_RESPONSE" | jq -r '.access_token // empty')
+
+if [ -z "${USERNAME:-}" ] || [ -z "${PASSWORD:-}" ]; then
+  error "USERNAME/PASSWORD (or REGISTRY_USERNAME/REGISTRY_PASSWORD) must be set"
+  exit 1
+fi
+
+if [ -z "$ACCESS_TOKEN" ]; then
+  error "Failed to obtain access token"
+  exit 1
+fi
+
+TMP_BODY=$(mktemp)
+trap 'rm -f "$TMP_BODY"' EXIT
+
+HTTP_STATUS=$(curl -sS -o "$TMP_BODY" -w "%{http_code}" \
+  -X GET --get "${WORKFLOW_URL}" \
+  --data-urlencode "onlyActive=${ONLY_ACTIVE}" \
+  -H "Authorization: Bearer ${ACCESS_TOKEN}" \
+  -H "Accept: application/json")
+
+BODY=$(cat "$TMP_BODY")
+
+if [ "$HTTP_STATUS" -lt 200 ] || [ "$HTTP_STATUS" -ge 300 ]; then
+  error "Workflow API call failed with HTTP ${HTTP_STATUS}"
+  exit 1
+fi
+
+# Remove invalid ASCII control chars except TAB/LF/CR, then extract unique job names.
+printf '%s' "$BODY" \
+  | tr -d '\000-\010\013\014\016-\037' \
+  | jq -r '.. | objects | .jobName? // empty' \
+  | sed 's/^[[:space:]]*//; s/[[:space:]]*$//' \
+  | awk 'length($0) > 0 && !seen[$0]++'
+ 

.gitea/workflows/docker-publish.yml

@@ -0,0 +1,112 @@
+name: Build and Push Docker Image
+
+on:
+  push:
+    branches:
+      - main
+  workflow_dispatch:
+
+jobs:
+  build-and-push:
+    runs-on: orchestration-platform
+    defaults:
+      run:
+        shell: sh
+    env:
+      REGISTRY: gitea.dataprovider01.sandbox-cat-dat.simpl-europe.eu
+      IMAGE_REPO: gitea.dataprovider01.sandbox-cat-dat.simpl-europe.eu/dataprovider01/template-code-location
+      K8S_NAMESPACE: dataprovider01
+      HELM_RELEASE: dataprovider01-dataprovider-orchestration-platform
+      DAGSTER_CHART_VERSION: 0.2.0
+    steps:
+      - name: Checkout repository (shell)
+        run: |
+          REPO_DIR="repo"
+          REPO_CLONE_URL="https://gitea.dataprovider01.sandbox-cat-dat.simpl-europe.eu/dataprovider01/template-code-location.git"
+          CLONE_USER="${{ secrets.REGISTRY_USERNAME }}"
+          CLONE_PASS="${{ secrets.REGISTRY_PASSWORD }}"
+          REF_NAME="${GITHUB_REF_NAME}"
+          if [ -z "${REF_NAME}" ]; then
+            REF_NAME="${GITHUB_REF#refs/heads/}"
+          fi
+
+          if [ -z "${CLONE_USER}" ] || [ -z "${CLONE_PASS}" ]; then
+            echo "Missing REGISTRY_USERNAME or REGISTRY_PASSWORD secret"
+            exit 1
+          fi
+
+          rm -rf "${REPO_DIR}"
+          AUTH_HEADER="$(printf '%s:%s' "${CLONE_USER}" "${CLONE_PASS}" | base64 | tr -d '\n')"
+          git clone --depth 1 --branch "${REF_NAME}" \
+            -c "http.extraHeader=Authorization: Basic ${AUTH_HEADER}" \
+            "${REPO_CLONE_URL}" \
+            "${REPO_DIR}"
+
+          if [ ! -f "${REPO_DIR}/Dockerfile" ]; then
+            echo "Dockerfile not found after clone"
+            exit 1
+          fi
+
+      - name: Validate registry secrets
+        run: |
+          if [ -z "${{ secrets.REGISTRY_USERNAME }}" ] || [ -z "${{ secrets.REGISTRY_PASSWORD }}" ]; then
+            echo "Missing REGISTRY_USERNAME or REGISTRY_PASSWORD secret"
+            exit 1
+          fi
+
+      - name: Login to registry
+        run: |
+          echo "${{ secrets.REGISTRY_PASSWORD }}" | docker login "${REGISTRY}" \
+            -u "${{ secrets.REGISTRY_USERNAME }}" --password-stdin
+
+      - name: Build image
+        run: |
+          COMMIT_SHA="${GITHUB_SHA:-$GITEA_SHA}"
+          SHORT_SHA="$(echo "${COMMIT_SHA}" | cut -c1-12)"
+          cd repo
+          docker build \
+            -t "${IMAGE_REPO}:latest" \
+            -t "${IMAGE_REPO}:${SHORT_SHA}" \
+            .
+
+      - name: Validate Dagster runtime imports
+        run: |
+          COMMIT_SHA="${GITHUB_SHA:-$GITEA_SHA}"
+          SHORT_SHA="$(echo "${COMMIT_SHA}" | cut -c1-12)"
+          docker run --rm "${IMAGE_REPO}:${SHORT_SHA}" \
+            python -c "import dagster_postgres; print('dagster_postgres import OK')"
+
+      - name: Push image tags
+        run: |
+          COMMIT_SHA="${GITHUB_SHA:-$GITEA_SHA}"
+          SHORT_SHA="$(echo "${COMMIT_SHA}" | cut -c1-12)"
+          docker push "${IMAGE_REPO}:latest"
+          docker push "${IMAGE_REPO}:${SHORT_SHA}"
+
+      - name: Install kubectl
+        run: |
+          apk add --no-cache kubectl
+
+      - name: Setup kubectl
+        run: |
+          mkdir -p "${HOME}/.kube"
+          echo "${{ secrets.KUBE_CONFIG_B64 }}" | base64 -d > "${HOME}/.kube/config"
+          chmod 600 "${HOME}/.kube/config"
+
+      - name: Update Dagster user deployment image
+        run: |
+          COMMIT_SHA="${GITHUB_SHA:-$GITEA_SHA}"
+          SHORT_SHA="$(echo "${COMMIT_SHA}" | cut -c1-12)"
+
+          DEPLOYMENT_NAME="dataprovider01-dataprovider-orchestration-platform-dagster-user-template-code-location"
+
+          # Keep both the code server image and DAGSTER_CURRENT_IMAGE in sync.
+          kubectl patch deployment "${DEPLOYMENT_NAME}" \
+            -n "${K8S_NAMESPACE}" \
+            --type='strategic' \
+            -p="{\"spec\":{\"template\":{\"spec\":{\"containers\":[{\"name\":\"dagster-user-deployments\",\"image\":\"${IMAGE_REPO}:${SHORT_SHA}\",\"env\":[{\"name\":\"DAGSTER_CURRENT_IMAGE\",\"value\":\"${IMAGE_REPO}:${SHORT_SHA}\"}]}]}}}}"
+
+          # Wait for rollout to complete
+          kubectl rollout status deployment/"${DEPLOYMENT_NAME}" \
+            -n "${K8S_NAMESPACE}" \
+            --timeout=5m

.gitea/workflows/list_jobs.sh

@@ -0,0 +1,79 @@
+#!/usr/bin/env bash
+
+set -euo pipefail
+
+# --- Configuration (override with env vars in CI) ---
+DIFF_OUTPUT="${DIFF_OUTPUT:-deleted_workflows.txt}"
+BASE_REF="${BASE_REF:-${GITHUB_BASE_REF:-main}}"
+HEAD_REF="${HEAD_REF:-${GITHUB_HEAD_REF:-HEAD}}"
+REPOSITORY_FILE="${REPOSITORY_FILE:-src/template_code_location/repository.py}"
+FAIL_ON_DELETION="${FAIL_ON_DELETION:-true}"
+
+TMP_DIR="$(mktemp -d)"
+BASE_DIR="${TMP_DIR}/base"
+HEAD_DIR="${TMP_DIR}/head"
+BASE_JOBS_FILE="${TMP_DIR}/base_jobs.txt"
+HEAD_JOBS_FILE="${TMP_DIR}/head_jobs.txt"
+
+export DAGSTER_HOME="$(mktemp -d)"
+
+cleanup() {
+    git worktree remove -f "${BASE_DIR}" >/dev/null 2>&1 || true
+    git worktree remove -f "${HEAD_DIR}" >/dev/null 2>&1 || true
+    rm -rf "${TMP_DIR}" "${DAGSTER_HOME}"
+}
+trap cleanup EXIT
+
+get_jobs_for_ref() {
+    local workdir="$1"
+
+    (
+        cd "${workdir}"
+        PYTHONPATH="${workdir}/src${PYTHONPATH:+:${PYTHONPATH}}" \
+            dagster job list -f "${REPOSITORY_FILE}" 2>/dev/null | \
+            grep '^Job: ' | \
+            awk '{print $2}' | \
+            sort -u
+    )
+}
+
+echo "Fetching refs from origin..."
+git fetch origin --quiet
+
+if ! git rev-parse --verify "${BASE_REF}" >/dev/null 2>&1; then
+    git fetch origin --quiet "${BASE_REF}:${BASE_REF}"
+fi
+
+if [ "${HEAD_REF}" != "HEAD" ] && ! git rev-parse --verify "${HEAD_REF}" >/dev/null 2>&1; then
+    git fetch origin --quiet "${HEAD_REF}:${HEAD_REF}"
+fi
+
+echo "Preparing worktrees for ${BASE_REF} and ${HEAD_REF}..."
+git worktree add --quiet "${BASE_DIR}" "${BASE_REF}"
+# Use detached commit SHA for HEAD to avoid "already used by worktree" error
+HEAD_SHA="$(git rev-parse "${HEAD_REF}")"
+git worktree add --quiet --detach "${HEAD_DIR}" "${HEAD_SHA}"
+
+echo "Collecting workflows/jobs from ${BASE_REF}..."
+get_jobs_for_ref "${BASE_DIR}" > "${BASE_JOBS_FILE}" || true
+
+echo "Collecting workflows/jobs from ${HEAD_REF}..."
+get_jobs_for_ref "${HEAD_DIR}" > "${HEAD_JOBS_FILE}" || true
+
+# comm -23: items present in base but missing from head
+comm -23 "${BASE_JOBS_FILE}" "${HEAD_JOBS_FILE}" > "${DIFF_OUTPUT}"
+
+if [ -s "${DIFF_OUTPUT}" ]; then
+    echo "------------------------------------------------"
+    echo "DELETED WORKFLOWS DETECTED"
+    echo "The following workflows/jobs exist in ${BASE_REF} but are missing in ${HEAD_REF}:"
+    cat "${DIFF_OUTPUT}"
+    echo "------------------------------------------------"
+
+    if [ "${FAIL_ON_DELETION}" = "true" ]; then
+        exit 1
+    fi
+else
+    echo "No workflows/jobs were deleted in ${HEAD_REF} compared to ${BASE_REF}."
+    rm -f "${DIFF_OUTPUT}"
+fi

CHANGELOG.md

@@ -0,0 +1,25 @@
+## 0.2.0 (2026-06-03)
+
+### added (2 changes)
+
+- [[SIMPL-28408] Added readme.](https://code.europa.eu/simpl/simpl-open/development/data-services/template-code-location/-/commit/5760f9424af425645427598f38a1258c380d999a) ([merge request](https://code.europa.eu/simpl/simpl-open/development/data-services/template-code-location/-/merge_requests/14))
+- [[SIMPL-27992](https://jira.simplprogramme.eu/browse/SIMPL-27992) Document...](https://code.europa.eu/simpl/simpl-open/development/data-services/template-code-location/-/commit/81bb3299a44fa0c7047c5d485de210fee24e726f) ([merge request](https://code.europa.eu/simpl/simpl-open/development/data-services/template-code-location/-/merge_requests/9))
+
+### fixed (1 change)
+
+- [[SIMPL-27884](https://jira.simplprogramm.eu/browse/SIMPL-27884 Fix CHANGELOG.md](https://code.europa.eu/simpl/simpl-open/development/data-services/template-code-location/-/commit/63025e83c880d8cf7aacd552128f94d18fa02e2b) ([merge request](https://code.europa.eu/simpl/simpl-open/development/data-services/template-code-location/-/merge_requests/14))
+
+### other (1 change)
+
+- [[SIMPL-28035](https://jira.simplprogramme.eu/browse/SIMPL-28035) Update project version.](https://code.europa.eu/simpl/simpl-open/development/data-services/template-code-location/-/commit/dc0774599dbb8bfed9c20019a822539c79ace61c) ([merge request](https://code.europa.eu/simpl/simpl-open/development/data-services/template-code-location/-/merge_requests/14))
+
+### changed (2 changes)
+
+- [[SIMPL-23615](https://jira.simplprogramme.eu/browse/SIMPL-23615) Updated util services](https://code.europa.eu/simpl/simpl-open/development/data-services/template-code-location/-/commit/4723555e31c005cc4925940620abae77a0bcb8b8) ([merge request](https://code.europa.eu/simpl/simpl-open/development/data-services/template-code-location/-/merge_requests/11))
+- [[SIMPL-27992](https://jira.simplprogramme.eu/browse/SIMPL-27992) Update...](https://code.europa.eu/simpl/simpl-open/development/data-services/template-code-location/-/commit/96a8a8e4ebcfbea301fd27daf798b3737a4e824a) ([merge request](https://code.europa.eu/simpl/simpl-open/development/data-services/template-code-location/-/merge_requests/9))
+
+### chenged (1 change)
+
+- [[SIMPL-28035](https://jira.simplprogramme.eu/browse/SIMPL-28035) Document  Workflow Update Process.](https://code.europa.eu/simpl/simpl-open/development/data-services/template-code-location/-/commit/1b154aa2d710279047443139c9a3632e945f09c9) ([merge request](https://code.europa.eu/simpl/simpl-open/development/data-services/template-code-location/-/merge_requests/9))
+
+

Dockerfile

@@ -11,16 +11,9 @@ RUN addgroup --gid 1000 appgroup && \
 
 # Install system dependencies:
 #   - git: required to fetch util-services from GitLab (tool.uv.sources)
-#   - build-essential / gcc / g++ / python3-dev / cmake: native extensions
-#     (scrubadub-spacy → spaCy, pycanon, etc.)
 #   - curl: optional healthcheck / runtime tooling
-RUN apt-get update && apt-get upgrade -y \
+RUN apt-get update \
     && apt-get install -y --no-install-recommends \
-    build-essential=12.9 \
-    cmake=3.25.1-1 \
-    gcc=4:12.2.0-3 \
-    g++=4:12.2.0-3 \
-    python3-dev=3.11.2-1+b1 \
     git=1:2.39.5-0+deb12u3 \
     curl=7.88.1-10+deb12u14 \
     && apt-get clean \
@@ -28,41 +21,35 @@ RUN apt-get update && apt-get upgrade -y \
     && rm -rf /tmp/* \
     && rm -rf /var/tmp/*
 
-# Pre-own /app so appuser can write to it
+# Ensure appuser can create the project virtual environment in /app
-RUN chown -R appuser:appgroup /app
+RUN chown appuser:appgroup /app
 
 # Copy project metadata and source
-COPY pyproject.toml .
+COPY --chown=appuser:appgroup pyproject.toml .
-COPY uv.lock .
+COPY --chown=appuser:appgroup uv.lock .
-COPY src/ ./src/
+COPY --chown=appuser:appgroup src/ ./src/
 
 # uv environment knobs:
-#   UV_COMPILE_BYTECODE  → compile .pyc files at install time for faster cold start
+#   UV_COMPILE_BYTECODE  → disable .pyc precompile to reduce image size
 #   UV_LINK_MODE=copy    → copy files instead of symlinks (required in Docker layers)
 #   UV_SYSTEM_PYTHON=1   → install into the system Python (no extra venv needed)
-ENV UV_COMPILE_BYTECODE=1
+ENV UV_COMPILE_BYTECODE=0
 ENV UV_LINK_MODE=copy
 ENV UV_SYSTEM_PYTHON=1
 
 # Install the project and all dependencies, respecting [tool.uv.sources]
 # (git source for util-services and pytorch-cpu index for torch)
 # BuildKit cache mount keeps the uv package cache across builds
-RUN --mount=type=cache,target=/root/.cache/uv \
+USER appuser
-    uv sync --frozen --no-dev
+
+RUN --mount=type=cache,target=/home/appuser/.cache/uv,uid=1000,gid=1000 \
+    uv sync --frozen --no-dev --no-install-package torch
 
 # Put the project's venv on PATH (matches WORKDIR)
 ENV PATH="/app/.venv/bin:${PATH}"
 ENV PYTHONPATH="/app/src"
-
-# Make /app writable for the non-root user (e.g. spaCy model downloads)
-RUN chown -R 1000:1000 /app && chmod -R u+w /app
-
-# Provide a real home directory for appuser
-RUN mkdir -p /home/appuser && chown -R 1000:1000 /home/appuser
 ENV HOME=/home/appuser
 
-USER appuser
-
 # Sanity-check: fail the build early if the dagster CLI is missing
 RUN dagster --version
 

NOTICE

@@ -737,7 +737,182 @@ Licensed under the Apache License, Version 2.0 (the "License");
 
 
 requests (version 2.34.2)
-Licensed under the Apache-2.0, see: https://pypi.org/project/requests/2.34.2 for license details.
+Licensed under the Apache-2.0, see: https://github.com/psf/requests/blob/v2.34.2/LICENSE#L2-L175 for license details.
+Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+   1. Definitions.
+
+      "License" shall mean the terms and conditions for use, reproduction,
+      and distribution as defined by Sections 1 through 9 of this document.
+
+      "Licensor" shall mean the copyright owner or entity authorized by
+      the copyright owner that is granting the License.
+
+      "Legal Entity" shall mean the union of the acting entity and all
+      other entities that control, are controlled by, or are under common
+      control with that entity. For the purposes of this definition,
+      "control" means (i) the power, direct or indirect, to cause the
+      direction or management of such entity, whether by contract or
+      otherwise, or (ii) ownership of fifty percent (50%) or more of the
+      outstanding shares, or (iii) beneficial ownership of such entity.
+
+      "You" (or "Your") shall mean an individual or Legal Entity
+      exercising permissions granted by this License.
+
+      "Source" form shall mean the preferred form for making modifications,
+      including but not limited to software source code, documentation
+      source, and configuration files.
+
+      "Object" form shall mean any form resulting from mechanical
+      transformation or translation of a Source form, including but
+      not limited to compiled object code, generated documentation,
+      and conversions to other media types.
+
+      "Work" shall mean the work of authorship, whether in Source or
+      Object form, made available under the License, as indicated by a
+      copyright notice that is included in or attached to the work
+      (an example is provided in the Appendix below).
+
+      "Derivative Works" shall mean any work, whether in Source or Object
+      form, that is based on (or derived from) the Work and for which the
+      editorial revisions, annotations, elaborations, or other modifications
+      represent, as a whole, an original work of authorship. For the purposes
+      of this License, Derivative Works shall not include works that remain
+      separable from, or merely link (or bind by name) to the interfaces of,
+      the Work and Derivative Works thereof.
+
+      "Contribution" shall mean any work of authorship, including
+      the original version of the Work and any modifications or additions
+      to that Work or Derivative Works thereof, that is intentionally
+      submitted to Licensor for inclusion in the Work by the copyright owner
+      or by an individual or Legal Entity authorized to submit on behalf of
+      the copyright owner. For the purposes of this definition, "submitted"
+      means any form of electronic, verbal, or written communication sent
+      to the Licensor or its representatives, including but not limited to
+      communication on electronic mailing lists, source code control systems,
+      and issue tracking systems that are managed by, or on behalf of, the
+      Licensor for the purpose of discussing and improving the Work, but
+      excluding communication that is conspicuously marked or otherwise
+      designated in writing by the copyright owner as "Not a Contribution."
+
+      "Contributor" shall mean Licensor and any individual or Legal Entity
+      on behalf of whom a Contribution has been received by Licensor and
+      subsequently incorporated within the Work.
+
+   2. Grant of Copyright License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      copyright license to reproduce, prepare Derivative Works of,
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+   4. Redistribution. You may reproduce and distribute copies of the
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+
+      (d) If the Work includes a "NOTICE" text file as part of its
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+          do not modify the License. You may add Your own attribution
+          notices within Derivative Works that You distribute, alongside
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+
+      You may add Your own copyright statement to Your modifications and
+      may provide additional or different license terms and conditions
+      for use, reproduction, or distribution of Your modifications, or
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+      reproduction, and distribution of the Work otherwise complies with
+      the conditions stated in this License.
+
+   5. Submission of Contributions. Unless You explicitly state otherwise,
+      any Contribution intentionally submitted for inclusion in the Work
+      by You to the Licensor shall be under the terms and conditions of
+      this License, without any additional terms or conditions.
+      Notwithstanding the above, nothing herein shall supersede or modify
+      the terms of any separate license agreement you may have executed
+      with Licensor regarding such Contributions.
+
+   6. Trademarks. This License does not grant permission to use the trade
+      names, trademarks, service marks, or product names of the Licensor,
+      except as required for reasonable and customary use in describing the
+      origin of the Work and reproducing the content of the NOTICE file.
+
+   7. Disclaimer of Warranty. Unless required by applicable law or
+      agreed to in writing, Licensor provides the Work (and each
+      Contributor provides its Contributions) on an "AS IS" BASIS,
+      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
+      implied, including, without limitation, any warranties or conditions
+      of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
+      PARTICULAR PURPOSE. You are solely responsible for determining the
+      appropriateness of using or redistributing the Work and assume any
+      risks associated with Your exercise of permissions under this License.
+
+   8. Limitation of Liability. In no event and under no legal theory,
+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
+      liable to You for damages, including any direct, indirect, special,
+      incidental, or consequential damages of any character arising as a
+      result of this License or out of the use or inability to use the
+      Work (including but not limited to damages for loss of goodwill,
+      work stoppage, computer failure or malfunction, or any and all
+      other commercial damages or losses), even if such Contributor
+      has been advised of the possibility of such damages.
+
+   9. Accepting Warranty or Additional Liability. While redistributing
+      the Work or Derivative Works thereof, You may choose to offer,
+      and charge a fee for, acceptance of support, warranty, indemnity,
+      or other liability obligations and/or rights consistent with this
+      License. However, in accepting such obligations, You may act only
+      on Your own behalf and on Your sole responsibility, not on behalf
+      of any other Contributor, and only if You agree to indemnify,
+      defend, and hold each Contributor harmless for any liability
+      incurred by, or claims asserted against, such Contributor by reason
+      of your accepting any such warranty or additional liability.
+
 
 
 certifi (version 2026.5.20)
@@ -747,8 +922,8 @@ Licensed under the MPL-2.0, see: https://pypi.org/project/certifi/2026.5.20 for
 charset-normalizer (version 3.4.7)
 
 
-idna (version 3.16)
+idna (version 3.17)
-Licensed under the BSD-3-Clause, see: https://pypi.org/project/idna/3.16 for license details.
+Licensed under the BSD-3-Clause, see: https://pypi.org/project/idna/3.17 for license details.
 
 
 urllib3 (version 2.7.0)
@@ -780,11 +955,11 @@ CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
 
 
-template-code-location (version 0.1.0)
+template-code-location (version 0.2.0)
 
 
-dagster (version 1.13.6)
+dagster (version 1.13.7)
-Licensed under the Apache-2.0, see: https://pypi.org/project/dagster/1.13.6 for license details.
+Licensed under the Apache-2.0, see: https://pypi.org/project/dagster/1.13.7 for license details.
 
 
 alembic (version 1.18.4)
@@ -1110,14 +1285,16 @@ pyreadline3 (version 3.5.6)
 Licensed under the BSD-3-Clause, see: https://pypi.org/project/pyreadline3/3.5.6 for license details.
 
 
-dagster-pipes (version 1.13.6)
+dagster-pipes (version 1.13.7)
-Licensed under the Apache-2.0, see: https://pypi.org/project/dagster-pipes/1.13.6 for license details.
+Licensed under the Apache-2.0, see: https://pypi.org/project/dagster-pipes/1.13.7 for license details.
 
 
-dagster-shared (version 1.13.6)
+dagster-shared (version 1.13.7)
+Licensed under the Apache-2.0, see: https://pypi.org/project/dagster-shared/1.13.7 for license details.
 
 
 platformdirs (version 4.10.0)
+Licensed under the MIT, see: https://pypi.org/project/platformdirs/4.10.0 for license details.
 
 
 pydantic (version 2.11.10)
@@ -1611,20 +1788,20 @@ Watchdog is licensed under the terms of the `Apache License, version 2.0`_.
 data-processing (version 0.4.0)
 
 
-dagster-postgres (version 0.29.6)
+dagster-postgres (version 0.29.7)
-Licensed under the Apache-2.0, see: https://pypi.org/project/dagster-postgres/0.29.6 for license details.
+Licensed under the Apache-2.0, see: https://pypi.org/project/dagster-postgres/0.29.7 for license details.
 
 
 psycopg2-binary (version 2.9.12)
 Licensed under the LGPL-2.0-or-later, see: https://pypi.org/project/psycopg2-binary/2.9.12 for license details.
 
 
-dagster-webserver (version 1.13.6)
+dagster-webserver (version 1.13.7)
-Licensed under the Apache-2.0, see: https://pypi.org/project/dagster-webserver/1.13.6 for license details.
+Licensed under the Apache-2.0, see: https://pypi.org/project/dagster-webserver/1.13.7 for license details.
 
 
-dagster-graphql (version 1.13.6)
+dagster-graphql (version 1.13.7)
-Licensed under the Apache-2.0, see: https://pypi.org/project/dagster-graphql/1.13.6 for license details.
+Licensed under the Apache-2.0, see: https://pypi.org/project/dagster-graphql/1.13.7 for license details.
 
 
 gql (version 4.0.0)
@@ -1749,8 +1926,8 @@ SOFTWARE.
 
 
 
-starlette (version 1.1.0)
+starlette (version 1.2.0)
-Licensed under the BSD-3-Clause, see: https://pypi.org/project/starlette/1.1.0 for license details.
+Licensed under the BSD-3-Clause, see: https://pypi.org/project/starlette/1.2.0 for license details.
 
 
 uvicorn (version 0.48.0)
@@ -2072,8 +2249,8 @@ referencing (version 0.37.0)
 Licensed under the MIT, see: https://pypi.org/project/referencing/0.37.0 for license details.
 
 
-rpds-py (version 0.30.0)
+rpds-py (version 2026.5.1)
-Licensed under the MIT, see: https://pypi.org/project/rpds-py/0.30.0 for license details.
+Licensed under the MIT, see: https://pypi.org/project/rpds-py/2026.5.1 for license details.
 
 
 numpy (version 2.0.1)
@@ -3924,8 +4101,8 @@ notebook (version 7.5.6)
 Licensed under the BSD-3-Clause, see: https://pypi.org/project/notebook/7.5.6 for license details.
 
 
-jupyter-server (version 2.18.2)
+jupyter-server (version 2.19.0)
-Licensed under the BSD-3-Clause, see: https://pypi.org/project/jupyter-server/2.18.2 for license details.
+Licensed under the BSD-3-Clause, see: https://pypi.org/project/jupyter-server/2.19.0 for license details.
 
 
 argon2-cffi (version 25.1.0)
@@ -3981,6 +4158,7 @@ Licensed under the BSD-3-Clause, see: https://pypi.org/project/pyzmq/27.1.0 for
 
 
 tornado (version 6.5.6)
+Licensed under the Apache-2.0, see: https://pypi.org/project/tornado/6.5.6 for license details.
 
 
 jupyter-events (version 0.12.1)
@@ -4911,15 +5089,15 @@ Licensed under the MIT, see: https://pypi.org/project/pygeodesy/26.5.26 for lice
 pyspellchecker (version 0.9.0)
 
 
-util-services (version 0.6.1)
+util-services (version 0.7.0)
 
 
-boto3 (version 1.43.16)
+boto3 (version 1.43.17)
-Licensed under the Apache-2.0, see: https://pypi.org/project/boto3/1.43.16 for license details.
+Licensed under the Apache-2.0, see: https://pypi.org/project/boto3/1.43.17 for license details.
 
 
-botocore (version 1.43.16)
+botocore (version 1.43.17)
-Licensed under the Apache-2.0, see: https://pypi.org/project/botocore/1.43.16 for license details.
+Licensed under the Apache-2.0, see: https://pypi.org/project/botocore/1.43.17 for license details.
 
 
 jmespath (version 1.1.0)
@@ -4944,8 +5122,8 @@ SOFTWARE.
 
 
 
-s3transfer (version 0.17.1)
+s3transfer (version 0.18.0)
-Licensed under the Apache-2.0, see: https://pypi.org/project/s3transfer/0.17.1 for license details.
+Licensed under the Apache-2.0, see: https://pypi.org/project/s3transfer/0.18.0 for license details.
 
 
 common-logging-python (version 2.0.0)
@@ -4960,6 +5138,7 @@ Licensed under the Apache-2.0, see: https://pypi.org/project/hvac/2.4.0 for lice
 
 
 lxml (version 6.1.1)
+Licensed under the BSD-3-Clause, see: https://pypi.org/project/lxml/6.1.1 for license details.
 
 
 openpyxl (version 3.1.5)
@@ -5213,8 +5392,8 @@ Apache License
 
 
 
-typer (version 0.26.2)
+typer (version 0.26.3)
-Licensed under the MIT, see: https://pypi.org/project/typer/0.26.2 for license details.
+Licensed under the MIT, see: https://pypi.org/project/typer/0.26.3 for license details.
 
 
 annotated-doc (version 0.0.4)

pyproject.toml

@@ -9,6 +9,7 @@ description = "Consolidated code location for all data services workflows"
 requires-python = ">=3.12"
 dependencies = [
     "dagster>=1.8.13",
+    "dagster-postgres>=0.24.13",
     "util-services",
     "data-processing",
     "dataframe-level-anonymisation",
@@ -16,23 +17,16 @@ dependencies = [
 ]
 
 [tool.uv]
-exclude-dependencies = ["transformers", "spacy-transformers"]
 override-dependencies = [
     "util-services @ git+https://code.europa.eu/simpl/simpl-open/development/data-services/util-services.git@v0.7.0",
 ]
 
 [tool.uv.sources]
-torch = { index = "pytorch-cpu" }
 util-services = { git = "https://code.europa.eu/simpl/simpl-open/development/data-services/util-services.git", rev = "v0.7.0" }
 data-processing = { git = "https://code.europa.eu/simpl/simpl-open/development/data-services/data-processing.git", rev = "v0.4.0" }
 dataframe-level-anonymisation = { git = "https://code.europa.eu/simpl/simpl-open/development/data-services/dataframe-level-anonymisation.git", rev = "v0.6.0" }
 field-level-pseudo-anonymisation = { git = "https://code.europa.eu/simpl/simpl-open/development/data-services/field-level-pseudo-anonymisation.git", rev = "v0.7.0" }
 
-[[tool.uv.index]]
-name = "pytorch-cpu"
-url = "https://download.pytorch.org/whl/cpu"
-explicit = true
-
 [project.optional-dependencies]
 dev = [
     "pytest>=8.0.0",

src/template_code_location/jobs/jobs.py

@@ -1,5 +1,8 @@
-from dagster import job
+from dagster import ScheduleDefinition, job
-from ..ops.ops import fetch_data, process_data
+from util_services.util_ops import preview_dataframe
+
+from ..ops.ops import (fetch_data, generate_example_dataset, process_data,
+                       transform_example_dataset)
 
 
 @job
@@ -7,3 +10,23 @@ def data_processing_job():
     """A simple job that fetches and processes data."""
     raw = fetch_data()
     process_data(raw)
+
+data_processing_job_daily_9am = ScheduleDefinition(
+    job=data_processing_job,
+    cron_schedule="0 9 * * *",
+)
+
+@job
+def example_job():
+    original_df = generate_example_dataset()
+    preview_dataframe(original_df)
+
+@job
+def example_dataframe_demo_job():
+    """Demonstrates generating and transforming a pandas DataFrame with previews."""
+    original_df = generate_example_dataset()
+    preview_dataframe(original_df)
+    transformed_df = transform_example_dataset(original_df)
+    preview_dataframe(transformed_df)
+
+

src/template_code_location/ops/ops.py

@@ -1,3 +1,4 @@
+import pandas as pd
 from dagster import op
 
 
@@ -11,3 +12,25 @@ def fetch_data() -> list:
 def process_data(data: list) -> dict:
     """Processes raw data and returns a summary."""
     return {"count": len(data), "status": "success"}
+
+
+@op
+def generate_example_dataset() -> pd.DataFrame:
+    """Generates a small example dataset as a pandas DataFrame."""
+    return pd.DataFrame(
+        [
+            {"order_id": 1001, "customer": "Alice", "quantity": 2, "unit_price": 9.50},
+            {"order_id": 1002, "customer": "Bob", "quantity": 1, "unit_price": 15.00},
+            {"order_id": 1003, "customer": "Charlie", "quantity": 4, "unit_price": 7.25},
+            {"order_id": 1004, "customer": "Dora", "quantity": 3, "unit_price": 11.00},
+        ]
+    )
+
+
+@op
+def transform_example_dataset(df: pd.DataFrame) -> pd.DataFrame:
+    """Applies a simple transformation to the example dataset."""
+    
+    df["total_price"] = df["quantity"] * df["unit_price"]
+
+    return df

src/template_code_location/repository.py

@@ -1,70 +1,25 @@
 from dagster import Definitions
-from util_services.resources import s3_resource
+from dataframe_level_anonymisation.jobs import (k_anonymity_job_s3,
-from util_services.sensors import (
-    notify_success,
-    notify_failure,
-    notify_canceled
-)
-from util_services.custom_json_logger import simpl_json_logger
-
-# Data processing jobs
-from data_processing.jobs import (
-    remove_duplicates_job_s3,
-    fill_missing_values_job_s3,
-    standardize_categorical_values_job_s3,
-    correct_typos_job_s3,
-    normalize_numeric_min_max_job_s3,
-    normalize_datetime_job_s3,
-    normalize_coordinates_job_s3,
-    add_global_aggregations_job_s3,
-    filter_dataset_job_s3,
-    quality_job_s3
-)
-
-# Dataframe-level anonymisation jobs
-from dataframe_level_anonymisation.jobs import (
-    k_anonymity_job_s3,
                                                 l_diversity_job_s3,
-    t_closeness_job_s3,
+                                                t_closeness_job_s3)
-    read_write_semistructured_job_s3,
+from template_code_location.jobs.jobs import (data_processing_job,
-)
+                                              data_processing_job_daily_9am,
+                                              example_dataframe_demo_job,
+                                              example_job)
+from util_services.custom_json_logger import simpl_json_logger
+from util_services.resources import s3_resource
 
-# Field-level pseudo-anonymisation jobs
-from field_level_pseudo_anonymisation.jobs import (
-    anonymise_pseudonymise_structured_job_s3,
-    depseudonymise_structured_job_s3,
-    anonymise_pseudonymise_unstructured_job_s3,
-    depseudonymise_unstructured_job_s3,
-)
-
-from template_code_location.jobs.jobs import data_processing_job
 
 defs = Definitions(
     jobs=[
         data_processing_job,
-        # Data processing
+        example_job,
-        remove_duplicates_job_s3,
-        fill_missing_values_job_s3,
-        standardize_categorical_values_job_s3,
-        correct_typos_job_s3,
-        normalize_numeric_min_max_job_s3,
-        normalize_datetime_job_s3,
-        normalize_coordinates_job_s3,
-        add_global_aggregations_job_s3,
-        filter_dataset_job_s3,
-        quality_job_s3,
-        # Dataframe-level anonymisation
         k_anonymity_job_s3,
         l_diversity_job_s3,
         t_closeness_job_s3,
-        read_write_semistructured_job_s3,
-        # Field-level pseudo-anonymisation
-        anonymise_pseudonymise_structured_job_s3,
-        depseudonymise_structured_job_s3,
-        anonymise_pseudonymise_unstructured_job_s3,
-        depseudonymise_unstructured_job_s3,
     ],
-    sensors=[notify_success, notify_failure, notify_canceled],
+    schedules=[data_processing_job_daily_9am],
+    sensors=[],
     resources={"s3": s3_resource.configured({"resource_name": "selfS3"})},
     loggers={"simpl": simpl_json_logger},
 )

uv.lock

@@ -16,10 +16,6 @@ resolution-markers = [
 
 [manifest]
 overrides = [{ name = "util-services", git = "https://code.europa.eu/simpl/simpl-open/development/data-services/util-services.git?rev=v0.7.0" }]
-excludes = [
-    "spacy-transformers",
-    "transformers",
-]
 
 [[package]]
 name = "alembic"
@@ -230,27 +226,27 @@ wheels = [
 
 [[package]]
 name = "beautifulsoup4"
-version = "4.14.3"
+version = "4.15.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "soupsieve" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/c3/b0/1c6a16426d389813b48d95e26898aff79abbde42ad353958ad95cc8c9b21/beautifulsoup4-4.14.3.tar.gz", hash = "sha256:6292b1c5186d356bba669ef9f7f051757099565ad9ada5dd630bd9de5fa7fb86", size = 627737, upload-time = "2025-11-30T15:08:26.084Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/43/65/318323f98dbee45d42dff61d8f047181bc6f2268a9068cfad035a46be5af/beautifulsoup4-4.15.0.tar.gz", hash = "sha256:288e3ca7d54b06f2ac191970bc275c1939cb46d450b255bf6718b04aa37ab4f7", size = 632571, upload-time = "2026-06-07T16:44:20.453Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/1a/39/47f9197bdd44df24d67ac8893641e16f386c984a0619ef2ee4c51fbbc019/beautifulsoup4-4.14.3-py3-none-any.whl", hash = "sha256:0918bfe44902e6ad8d57732ba310582e98da931428d231a5ecb9e7c703a735bb", size = 107721, upload-time = "2025-11-30T15:08:24.087Z" },
+    { url = "https://files.pythonhosted.org/packages/88/c6/92fcd42f1ba33e1184263f25bfabf3d27c383410470f169e4b8163bf9c17/beautifulsoup4-4.15.0-py3-none-any.whl", hash = "sha256:d6f88de62e1d4e38ecb1077eb9724cd0eff29d2a08ca16a401e9b9e93f117cf9", size = 109924, upload-time = "2026-06-07T16:44:21.566Z" },
 ]
 
 [[package]]
 name = "bleach"
-version = "6.3.0"
+version = "6.4.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "webencodings" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/07/18/3c8523962314be6bf4c8989c79ad9531c825210dd13a8669f6b84336e8bd/bleach-6.3.0.tar.gz", hash = "sha256:6f3b91b1c0a02bb9a78b5a454c92506aa0fdf197e1d5e114d2e00c6f64306d22", size = 203533, upload-time = "2025-10-27T17:57:39.211Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/48/3c/e12ac860709702bd5ebeb9b56a4fe334f1001246ee1b8f2b7ee28912df7d/bleach-6.4.0.tar.gz", hash = "sha256:4202482733d85cedd04e59fcb2f89f4e4c7c385a78d3c3c23c30446843a37452", size = 204857, upload-time = "2026-06-05T13:01:13.734Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/cd/3a/577b549de0cc09d95f11087ee63c739bba856cd3952697eec4c4bb91350a/bleach-6.3.0-py3-none-any.whl", hash = "sha256:fe10ec77c93ddf3d13a73b035abaac7a9f5e436513864ccdad516693213c65d6", size = 164437, upload-time = "2025-10-27T17:57:37.538Z" },
+    { url = "https://files.pythonhosted.org/packages/58/9d/40b6267367182187139a4000b82a3b287d84d745bccd808e75d916920e9d/bleach-6.4.0-py3-none-any.whl", hash = "sha256:4b6b6a54fff2e69a3dde9d21cc6301220bee3c3cb792187d11403fd795031081", size = 165109, upload-time = "2026-06-05T13:01:12.504Z" },
 ]
 
 [package.optional-dependencies]
@@ -640,55 +636,55 @@ wheels = [
 
 [[package]]
 name = "cryptography"
-version = "48.0.0"
+version = "48.0.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cffi", marker = "platform_python_implementation != 'PyPy'" },
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