all

* chore(main): release 1.493.4

* Apply automatic changes

---------

Co-authored-by: rubenfiszel <275584+rubenfiszel@users.noreply.github.com>

.aiderignore

@@ -0,0 +1,3 @@
+/*
+!/backend/
+!/frontend/

.cursor/rules/rust-best-practices.mdc

@@ -47,6 +47,7 @@ Windmill uses a workspace-based architecture with multiple crates:
 - Group related routes together
 - Use consistent response formats (JSON)
 - Follow proper authentication and authorization patterns
+- Do not forget to update backend/windmill-api/openapi.yaml after modifying an api endpoint
 
 ## Performance Optimizations
 

.cursor/rules/svelte5-best-practices.mdc

@@ -5,7 +5,7 @@ alwaysApply: false
 ---
 # Svelte 5 Best Practices
 
-This guide outlines best practices for developing with Svelte 5, incorporating the new Runes API and other modern Svelte features. They should be applied on every new files created, but not on existing svelte 4 files unless specifically asked to.
+This guide outlines best practices for developing with Svelte 5, incorporating the new Runes API and other modern Svelte features. These rules MUST NOT be applied on svelte 4 files unless explicitly asked to do so.
 
 ## Reactivity with Runes
 

.cursor/rules/windmill-overview.mdc

@@ -0,0 +1,76 @@
+---
+description: 
+globs: 
+alwaysApply: false
+---
+# Windmill Overview
+
+Windmill is an open-source developer platform for building internal tools, API integrations, background jobs, workflows, and user interfaces. It offers a unified system where scripts are automatically turned into sharable UIs and can be composed into flows or embedded in custom applications.
+
+## Core Capabilities
+
+- **Script Development and Execution**: Write and run scripts in Python, TypeScript/JavaScript (Deno/Bun), Go, Bash, SQL, and other languages
+- **Workflow Orchestration**: Compose scripts into multi-step flows with conditional logic, loops, and error handling
+- **UI Generation**: Automatically generate UIs from scripts or build custom applications with a low-code editor
+- **Job Scheduling**: Trigger scripts and flows on schedules, webhooks, or external events
+- **Resource Management**: Securely store and use credentials, databases, and other connections
+
+## Platform Architecture
+
+The Windmill platform consists of several key components:
+
+- **Frontend UI**: Web-based interface for script and flow development, app building, and result visualization
+- **API Server**: Central API that handles authentication, resource management, and job coordination
+- **Workers**: Execute scripts in their respective environments with proper sandboxing
+- **Database**: PostgreSQL database for storage of scripts, flows, resources, job results, and more
+- **Job Queue**: Queue system for managing job execution, implemented in PostgreSQL
+- **Client Libraries**: Libraries for interacting with Windmill from Python, TypeScript, or command line
+
+# Windmill Backend Architecture
+
+The Windmill backend is written in Rust and consists of several services working together. These services are designed for horizontal scaling with stateless API servers and workers that can be deployed across multiple machines.
+
+## Key Components
+
+- **API Server (`windmill-api`)**: Handles HTTP requests, authentication, and resource management
+- **Queue Manager (`windmill-queue`)**: Manages the job queue in PostgreSQL
+- **Worker System (`windmill-worker`)**: Executes jobs in sandboxed environments
+- **Common Utilities (`windmill-common`)**: Shared code used by multiple services
+- **Git Sync (`windmill-git-sync`)**: Synchronizes scripts with Git repositories
+
+## Job Execution System
+
+The job execution process follows these steps:
+
+1. The API server receives a request to run a script or flow and creates a job record in the database
+2. The job is added to the queue system in PostgreSQL
+3. Workers continuously poll the queue for jobs matching their capabilities
+4. When a job is picked up, it's routed to the appropriate language executor
+5. The script is executed in a sandboxed environment using NSJAIL for security
+6. Results are processed and stored in the database
+7. For flows, each step creates a new job that goes through the same process
+
+Windmill supports worker tags and groups to route jobs to workers with specific capabilities or resource access.
+
+# Windmill Frontend Architecture
+
+The Windmill frontend is built with Svelte and provides several key interfaces for interacting with the platform.
+
+## Key Components
+
+- **Script Builder**: Code editor with language support, schema inference, and dependency management
+- **Flow Builder**: Visual editor for creating multi-step workflows with branching and looping
+- **App Editor**: Grid-based editor for building custom UIs that integrate scripts and flows
+- **Schema Form System**: Generates form interfaces from script parameters automatically
+- **Result Viewer**: Visualizes job results, logs, and execution status
+
+The frontend uses the Monaco editor (same as VS Code) for code editing, with specialized language support for all supported script languages.
+
+## UI Framework
+
+The frontend is built with Svelte, providing a reactive and component-based architecture. Key frontend technologies include:
+
+- **Svelte/SvelteKit**: Core framework for UI components and routing
+- **Monaco Editor**: Code editing experience similar to VS Code
+- **Schema Form**: Automatic UI generation from TypeScript/JSON schemas
+- **Tailwind CSS**: Utility-first CSS framework for styling

.github/workflows/aider-after-review.yaml

@@ -0,0 +1,94 @@
+name: Aider Auto-fix PR Review Change Requests
+
+on:
+  pull_request_review:
+    types: [submitted]
+
+jobs:
+  check-membership:
+    if: github.event.review.state == 'changes_requested' && contains(github.event.pull_request.title, '[Aider PR]')
+    runs-on: ubicloud-standard-2
+    outputs:
+      is_member: ${{ steps.check-membership.outputs.is_member }}
+    steps:
+      - name: Check organization membership
+        id: check-membership
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          GITHUB_REPOSITORY: ${{ github.repository }}
+          REVIEWER: ${{ github.event.review.user.login }}
+          ORG_ACCESS_TOKEN: ${{ secrets.ORG_ACCESS_TOKEN }}
+        run: |
+          ORG="windmill-labs"
+          STATUS=$(curl -s -o /dev/null -w "%{http_code}" \
+            -H "Authorization: token $ORG_ACCESS_TOKEN" \
+            -H "Accept: application/vnd.github+json" \
+            -H "X-GitHub-Api-Version: 2022-11-28" \
+            "https://api.github.com/orgs/$ORG/members/$REVIEWER")
+
+          if [ "$STATUS" -eq 204 ]; then
+            echo "is_member=true" >> $GITHUB_OUTPUT
+          else
+            echo "is_member=false" >> $GITHUB_OUTPUT
+          fi
+
+  check-and-prepare:
+    needs: check-membership
+    if: github.event.review.state == 'changes_requested' && contains(github.event.pull_request.title, '[Aider PR]') && needs.check-membership.outputs.is_member == 'true'
+    runs-on: ubicloud-standard-2
+    permissions:
+      contents: write
+      pull-requests: write
+    outputs:
+      prompt_content: ${{ steps.prepare_prompt.outputs.prompt_content }}
+    env:
+      GEMINI_API_KEY: ${{ secrets.GOOGLE_API_KEY }}
+      GOOGLE_API_KEY: ${{ secrets.GOOGLE_API_KEY }}
+      GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      WINDMILL_TOKEN: ${{ secrets.WINDMILL_TOKEN }}
+
+    steps:
+      - name: Acknowledge Request
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          GITHUB_REPOSITORY: ${{ github.repository }}
+        run: |
+          echo "Commenting on PR #${{ github.event.pull_request.number }} to acknowledge the /aider command."
+          gh pr comment ${{ github.event.pull_request.number }} --body "🤖 Aider is starting to work on your request. Please be patient, this might take a few minutes." --repo $GITHUB_REPOSITORY
+
+      - name: Prepare prompt for Aider
+        id: prepare_prompt
+        shell: bash
+        env:
+          GITHUB_REPOSITORY: ${{ github.repository }}
+          PR_NUMBER: ${{ github.event.pull_request.number }}
+          REVIEW_BODY: ${{ github.event.review.body }}
+        run: |
+          REVIEW_BODY_ESCAPED="${REVIEW_BODY//\\/\\\\}"
+          REVIEW_BODY_ESCAPED="${REVIEW_BODY_ESCAPED//\"/\\\"}"
+
+          ALL_REVIEW_COMMENTS=$(gh api \
+            -H "Accept: application/vnd.github+json" \
+            -H "X-GitHub-Api-Version: 2022-11-28" \
+            /repos/$GITHUB_REPOSITORY/pulls/$PR_NUMBER/comments)
+
+          FORMATTED_COMMENTS=$(jq -r '[.[] | {diff_hunk: .diff_hunk, path: .path, body: .body}]' <<< "$ALL_REVIEW_COMMENTS")
+
+          BASE_PROMPT="Fix the following issues in the PR based on the review feedback. The review body is prepended with REVIEW. The review comments are prepended with REVIEW_COMMENTS. The review body and comments are separated by a blank line."
+
+          COMPLETE_PROMPT="${BASE_PROMPT}"$'\n'"REVIEW:"$'\n'"${REVIEW_BODY_ESCAPED}"$'\n'"REVIEW_COMMENTS:"$'\n'"${FORMATTED_COMMENTS}"
+
+          echo "prompt_content<<EOF" >> $GITHUB_OUTPUT
+          echo "$COMPLETE_PROMPT" >> $GITHUB_OUTPUT
+          echo "EOF" >> $GITHUB_OUTPUT
+
+  run-aider:
+    needs: [check-membership, check-and-prepare]
+    if: github.event.review.state == 'changes_requested' && contains(github.event.pull_request.title, '[Aider PR]') && needs.check-membership.outputs.is_member == 'true'
+    uses: ./.github/workflows/aider-common.yml
+    with:
+      needs_processing: false
+      base_prompt: ${{ needs.check-and-prepare.outputs.prompt_content }}
+      rules_files: ".cursor/rules/rust-best-practices.mdc .cursor/rules/svelte5-best-practices.mdc .cursor/rules/windmill-overview.mdc"
+    secrets: inherit

.github/workflows/aider-common.yml

@@ -0,0 +1,522 @@
+name: Aider Common Steps
+
+on:
+  workflow_call:
+    inputs:
+      issue_title:
+        description: "Title of the issue or PR"
+        required: false
+        type: string
+      issue_body:
+        description: "Body of the issue or PR"
+        required: false
+        type: string
+      instruction:
+        description: "Instruction for Aider"
+        required: false
+        type: string
+      issue_id:
+        description: "ID of the issue or PR"
+        required: false
+        type: string
+      needs_processing:
+        description: "Whether the issue needs to be processed by the external API"
+        required: false
+        type: boolean
+        default: true
+      base_prompt:
+        description: "Base prompt for Aider"
+        required: false
+        type: string
+        default: "Try to fix the following issue based on the instruction given by the user. The issue is prepended with the word ISSUE. The instruction is prepended with the word INSTRUCTION. The issue and instruction are separated by a blank line."
+      probe_prompt:
+        description: "Prompt for probe-chat"
+        required: false
+        type: string
+        default: 'I''m giving you a request that needs to be implemented. Your role is ONLY to give me the files that are relevant to the request and nothing else. The request is prepended with the word REQUEST. Give me all the files relevant to this request. Your output MUST be a single json array that can be parsed with programatic json parsing, with the relevant files. Files can be rust or typescript or javascript files. DO NOT INCLUDE ANY OTHER TEXT IN YOUR OUTPUT. ONLY THE JSON ARRAY. Example of output: ["file1.py", "file2.py"]'
+      rules_files:
+        description: "Rules files for Aider"
+        required: false
+        type: string
+    outputs:
+      files_to_edit:
+        description: "Files identified by probe-chat for editing"
+        value: ${{ jobs.common-steps.outputs.files_to_edit }}
+      final_prompt:
+        description: "Final prompt for Aider"
+        value: ${{ jobs.common-steps.outputs.final_prompt }}
+      pr_branch_name:
+        description: "Name of the branch used for PR"
+        value: ${{ jobs.common-steps.outputs.pr_branch_name }}
+      changes_applied_message:
+        description: "Message indicating changes were applied"
+        value: ${{ jobs.common-steps.outputs.changes_applied_message }}
+      changes_applied:
+        description: "Boolean indicating if changes were successfully applied"
+        value: ${{ jobs.common-steps.outputs.changes_applied }}
+
+jobs:
+  common-steps:
+    runs-on: ubicloud-standard-8
+    outputs:
+      files_to_edit: ${{ steps.probe_files.outputs.files_to_edit }}
+      final_prompt: ${{ steps.create_prompt.outputs.final_prompt }}
+      pr_branch_name: ${{ steps.commit_and_push.outputs.PR_BRANCH_NAME }}
+      changes_applied_message: ${{ steps.commit_and_push.outputs.CHANGES_APPLIED_MESSAGE }}
+      changes_applied: ${{ steps.commit_and_push.outputs.CHANGES_APPLIED }}
+    env:
+      GEMINI_API_KEY: ${{ secrets.GOOGLE_API_KEY }}
+      GOOGLE_API_KEY: ${{ secrets.GOOGLE_API_KEY }}
+      GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      WINDMILL_TOKEN: ${{ secrets.WINDMILL_TOKEN }}
+      LINEAR_API_KEY: ${{ secrets.LINEAR_API_KEY }}
+      DISCORD_BOT_TOKEN: ${{ secrets.DISCORD_AI_BOT_TOKEN }}
+
+    steps:
+      - name: Harden Runner
+        uses: step-security/harden-runner@v2
+        with:
+          egress-policy: audit
+
+      - name: Check out code
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Checkout PR Branch
+        id: checkout_pr
+        if: (github.event_name == 'issue_comment' && github.event.issue.pull_request) || (github.event_name == 'pull_request_review')
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          echo "Issue comment trigger: Checking out PR branch..."
+          PR_NUMBER=""
+          if [ -n "${{ github.event.issue.number }}" ]; then
+            PR_NUMBER="${{ github.event.issue.number }}"
+          elif [ -n "${{ github.event.pull_request.number }}" ]; then
+            PR_NUMBER="${{ github.event.pull_request.number }}"
+          else
+            echo "::error::Could not determine PR number."
+            exit 1
+          fi
+          PR_HEAD_REF=$(gh pr view $PR_NUMBER --json headRefName -q .headRefName --repo $GITHUB_REPOSITORY)
+          if [[ -z "$PR_HEAD_REF" || "$PR_HEAD_REF" == "null" ]]; then
+             echo "::error::Could not determine PR head branch for PR #$PR_NUMBER via gh CLI."
+             exit 1
+          fi
+          echo "Checking out PR head branch: $PR_HEAD_REF for PR #$PR_NUMBER"
+          git fetch origin "refs/heads/${PR_HEAD_REF}:refs/remotes/origin/${PR_HEAD_REF}" --no-tags
+          git checkout "$PR_HEAD_REF"
+          echo "Successfully checked out branch $(git rev-parse --abbrev-ref HEAD)"
+          echo "PR_BRANCH=$PR_HEAD_REF" >> $GITHUB_OUTPUT
+
+      - name: Configure Git User
+        run: |
+          git config --global user.name "github-actions[bot]"
+          git config --global user.email "github-actions[bot]@users.noreply.github.com"
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: "3.11"
+
+      - name: Cache Python dependencies
+        uses: actions/cache@v3
+        with:
+          path: ~/.cache/pip
+          key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt', '**/setup.py') }}
+          restore-keys: |
+            ${{ runner.os }}-pip-
+
+      - name: Install Aider and Dependencies
+        run: |
+          echo "Installing Aider..."
+          python -m pip install uv
+          python -m venv ~/uv-env
+          source ~/uv-env/bin/activate
+          uv pip install configargparse==1.7
+          uv pip install aider-chat==0.83.1
+          uv pip install -U google-generativeai
+          sudo apt-get update && sudo apt-get install -y jq
+          echo "$HOME/.local/bin" >> $GITHUB_PATH
+          echo "VIRTUAL_ENV_PATH=$HOME/uv-env" >> $GITHUB_ENV
+
+      - name: Create Prompt for Aider
+        id: create_prompt
+        shell: bash
+        env:
+          BASE_PROMPT_ENV: ${{ inputs.base_prompt }}
+          ISSUE_TITLE_ENV: ${{ inputs.issue_title }}
+          ISSUE_BODY_ENV: ${{ inputs.issue_body }}
+          INSTRUCTION_ENV: ${{ inputs.instruction }}
+          NEEDS_PROCESSING_ENV: ${{ inputs.needs_processing }}
+          WINDMILL_TOKEN: ${{ secrets.WINDMILL_TOKEN }}
+        run: |
+          set -e
+          FINAL_PROMPT_CONTENT=""
+
+          if [[ "$ISSUE_TITLE_ENV" != "" && "$ISSUE_BODY_ENV" != "" ]]; then
+            echo "Processing issue with title: $ISSUE_TITLE_ENV"
+            if [[ "$NEEDS_PROCESSING_ENV" == "true" ]]; then
+              echo "Needs processing is true. Calling Windmill API..."
+              JSON_PAYLOAD=$(jq -n \
+                --arg title "$ISSUE_TITLE_ENV" \
+                --arg body "$ISSUE_BODY_ENV" \
+                '{"body":{"issue_title":$title,"issue_body":$body}}')
+
+              echo "Windmill JSON Payload: $JSON_PAYLOAD"
+
+              API_RESULT_FILE=$(mktemp)
+              HTTP_CODE=$(curl -s -o "$API_RESULT_FILE" -w "%{http_code}" \
+                -X POST "https://app.windmill.dev/api/w/windmill-labs/jobs/run_wait_result/p/f/ai/quiet_script" \
+                -H "Content-Type: application/json" \
+                -H "Authorization: Bearer $WINDMILL_TOKEN" \
+                --data-binary "$JSON_PAYLOAD" \
+                --max-time 90)
+
+              BODY_CONTENT=$(cat "$API_RESULT_FILE")
+              rm -f "$API_RESULT_FILE" # Clean up temp file
+
+              echo "Windmill API HTTP Code: $HTTP_CODE"
+              if [[ "$HTTP_CODE" -eq 200 ]]; then
+                PROCESSED_ISSUE_PROMPT=$(echo "$BODY_CONTENT" | jq -r '.effective_body // empty')
+                if [[ -z "$PROCESSED_ISSUE_PROMPT" || "$PROCESSED_ISSUE_PROMPT" == "null" ]]; then
+                  echo "::warning::Windmill API returned 200 but effective_body was empty or null."
+                  EFFECTIVE_ISSUE_CONTENT_FOR_PROMPT="$ISSUE_BODY_ENV"
+                else
+                  echo "Successfully processed issue via Windmill API."
+                  EFFECTIVE_ISSUE_CONTENT_FOR_PROMPT="$PROCESSED_ISSUE_PROMPT"
+                fi
+                FINAL_PROMPT_CONTENT=$(printf "%s\nISSUE:\n%s\nINSTRUCTION:\n%s" \
+                  "$BASE_PROMPT_ENV" "$EFFECTIVE_ISSUE_CONTENT_FOR_PROMPT" "$INSTRUCTION_ENV")
+              else
+                echo "::error::Windmill API call failed (HTTP $HTTP_CODE). Using raw issue content for prompt."
+                FINAL_PROMPT_CONTENT=$(printf "%s\nISSUE:\n%s\nINSTRUCTION:\n%s" \
+                  "$BASE_PROMPT_ENV" "$ISSUE_BODY_ENV" "$INSTRUCTION_ENV")
+              fi
+            else
+              echo "Needs processing is false. Using raw issue content for prompt."
+              FINAL_PROMPT_CONTENT=$(printf "%s\nISSUE:\n%s\nINSTRUCTION:\n%s" \
+                "$BASE_PROMPT_ENV" "$ISSUE_BODY_ENV" "$INSTRUCTION_ENV")
+            fi
+          else
+            echo "No issue title or body given. Using base prompt."
+            FINAL_PROMPT_CONTENT=$(printf "%s\nINSTRUCTION:\n%s" "$BASE_PROMPT_ENV" "$INSTRUCTION_ENV")
+          fi
+
+          echo "Final prompt: $FINAL_PROMPT_CONTENT"
+          echo "final_prompt<<EOF_AIDER_PROMPT" >> "$GITHUB_OUTPUT"
+          echo "$FINAL_PROMPT_CONTENT" >> "$GITHUB_OUTPUT"
+          echo "EOF_AIDER_PROMPT" >> "$GITHUB_OUTPUT"
+
+      - name: Probe Chat for Relevant Files
+        id: probe_files
+        shell: bash
+        env:
+          FINAL_PROMPT: ${{ steps.create_prompt.outputs.final_prompt }}
+          PROBE_PROMPT: ${{ inputs.probe_prompt }}
+        run: |
+          echo "Running probe-chat to find relevant files..."
+
+          MESSAGE_FOR_PROBE=$(printf "%s\nREQUEST:\n%s" "$PROBE_PROMPT" "$FINAL_PROMPT")
+
+          set -o pipefail
+          PROBE_OUTPUT=$(npx --yes @buger/probe-chat@latest --max-iterations 50 --model-name gemini-2.5-pro-preview-05-06 --message "$MESSAGE_FOR_PROBE") || {
+            echo "::error::probe-chat command failed. Output:"
+            echo "$PROBE_OUTPUT"
+            exit 1
+          }
+          set +o pipefail
+          echo "Probe-chat raw output:"
+          echo "$PROBE_OUTPUT"
+
+          JSON_FILES=$(echo "$PROBE_OUTPUT" | sed -n '/^\s*\[/,$p' | sed '/^\s*\]/q')
+          echo "Extracted JSON block:"
+          echo "$JSON_FILES"
+
+          FILES_LIST=$(echo "$JSON_FILES" | jq -e -r '[.[] | select(type == "string" and . != "" and . != null and (endswith("/") | not))] | join(" ")' || echo "")
+
+          if [[ -z "$FILES_LIST" ]]; then
+             echo "::warning::probe-chat did not identify any relevant files."
+          fi
+
+          echo "Formatted files list for aider: $FILES_LIST"
+          echo "files_to_edit=$FILES_LIST" >> $GITHUB_OUTPUT
+
+      - name: Cache Aider tags
+        uses: actions/cache@v3
+        with:
+          path: .aider.tags.cache.v4
+          key: ${{ runner.os }}-aider-${{ github.sha }}
+          restore-keys: |
+            ${{ runner.os }}-aider-
+
+      - name: Prepare branch for Aider
+        id: prepare_branch
+        env:
+          ISSUE_ID: ${{ inputs.issue_id }}
+        run: |
+          if [[ "$ISSUE_ID" != "" ]]; then
+            BRANCH_NAME="aider-fix-issue-${ISSUE_ID}"
+
+            # Check if branch exists remotely
+            if git ls-remote --heads origin $BRANCH_NAME | grep -q $BRANCH_NAME; then
+              echo "Branch $BRANCH_NAME already exists remotely, fetching it"
+              git fetch origin $BRANCH_NAME
+              git checkout $BRANCH_NAME
+              git pull origin $BRANCH_NAME
+            else
+              echo "Creating new branch $BRANCH_NAME"
+              git checkout -b $BRANCH_NAME
+            fi
+            echo "BRANCH_NAME=$BRANCH_NAME" >> $GITHUB_OUTPUT
+          else
+            # We're in a pull_request_review event
+            PR_NUMBER="${{ github.event.pull_request.number }}"
+            PR_HEAD_REF="${{ github.event.pull_request.head.ref }}"
+            
+            echo "Handling pull_request_review for PR #$PR_NUMBER on branch $PR_HEAD_REF"
+            
+            # Ensure we're on the correct branch
+            git config pull.rebase true
+            git fetch origin $PR_HEAD_REF
+            git checkout $PR_HEAD_REF
+            git pull origin $PR_HEAD_REF
+            
+            echo "Using PR branch $PR_HEAD_REF for PR #$PR_NUMBER"
+            echo "BRANCH_NAME=$PR_HEAD_REF" >> $GITHUB_OUTPUT
+          fi
+
+      - name: Run Aider
+        id: run_aider
+        shell: bash
+        env:
+          FILES_TO_EDIT: ${{ steps.probe_files.outputs.files_to_edit }}
+          FINAL_PROMPT: ${{ steps.create_prompt.outputs.final_prompt }}
+          RULES_FILES: ${{ inputs.rules_files }}
+        run: |
+          source $VIRTUAL_ENV_PATH/bin/activate
+          echo "$FINAL_PROMPT" > .aider_final_prompt.txt
+          echo "FILES_TO_EDIT: $FILES_TO_EDIT"
+
+          RULES=""
+          if [ -n "$RULES_FILES" ]; then
+            for rule in $RULES_FILES; do
+              RULES="$RULES --read $rule"
+            done
+          fi
+
+          aider \
+            $RULES \
+            $FILES_TO_EDIT \
+            --model gemini/gemini-2.5-pro-preview-05-06 \
+            --message-file .aider_final_prompt.txt \
+            --yes \
+            --no-check-update \
+            --auto-commits \
+            --no-analytics \
+            --no-gitignore \
+            | tee .aider_output.txt || true
+
+          echo "Aider command completed. Output saved to .aider_output.txt"
+
+      - name: Cache Node.js dependencies
+        uses: actions/cache@v3
+        with:
+          path: ~/.npm
+          key: ${{ runner.os }}-node-${{ hashFiles('**/package-lock.json', '**/yarn.lock') }}
+          restore-keys: |
+            ${{ runner.os }}-node-
+
+      - name: Commit and Push Changes
+        id: commit_and_push
+        env:
+          ISSUE_ID: ${{ inputs.issue_id }}
+          BRANCH_NAME: ${{ steps.prepare_branch.outputs.BRANCH_NAME }}
+        run: |
+          if [[ "$ISSUE_ID" != "" ]]; then
+            # Check if there are any uncommitted changes
+            if [[ -n $(git status --porcelain) ]]; then
+              echo "Found uncommitted changes, committing them"
+              git add .
+              git commit -m "Aider changes"
+            fi
+
+            # Push changes to the branch
+            if git push origin $BRANCH_NAME; then
+              echo "Pushed to branch $BRANCH_NAME"
+              echo "PR_BRANCH_NAME=$BRANCH_NAME" >> $GITHUB_OUTPUT
+              echo "CHANGES_APPLIED_MESSAGE=Aider changes pushed to branch $BRANCH_NAME." >> $GITHUB_OUTPUT
+              echo "CHANGES_APPLIED=true" >> $GITHUB_OUTPUT
+            else
+              echo "::warning::Push to PR branch $BRANCH_NAME failed."
+              echo "CHANGES_APPLIED_MESSAGE=Aider ran, but failed to push changes to PR branch $BRANCH_NAME." >> $GITHUB_OUTPUT
+              echo "CHANGES_APPLIED=false" >> $GITHUB_OUTPUT
+            fi
+          else
+            # We're in a pull_request_review event
+            PR_HEAD_REF="${{ github.event.pull_request.head.ref }}"
+            echo "Attempting to push changes to PR branch $PR_HEAD_REF"
+            if git push origin $PR_HEAD_REF; then
+              echo "Push to $PR_HEAD_REF successful (or no new changes to push)."
+              echo "CHANGES_APPLIED_MESSAGE=Aider changes (if any) pushed to PR branch $PR_HEAD_REF." >> $GITHUB_OUTPUT
+              echo "PR_BRANCH_NAME=$PR_HEAD_REF" >> $GITHUB_OUTPUT
+              echo "CHANGES_APPLIED=true" >> $GITHUB_OUTPUT
+            else
+              echo "::warning::Push to PR branch $PR_HEAD_REF failed."
+              echo "CHANGES_APPLIED_MESSAGE=Aider ran, but failed to push changes to PR branch $PR_HEAD_REF." >> $GITHUB_OUTPUT
+              echo "CHANGES_APPLIED=false" >> $GITHUB_OUTPUT
+            fi
+          fi
+
+      - name: Create Pull Request
+        if: always() && (github.event_name == 'issue_comment' || github.event_name == 'repository_dispatch') && !github.event.issue.pull_request && steps.commit_and_push.outputs.PR_BRANCH_NAME != ''
+        id: create_pr
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          PR_BRANCH: ${{ steps.commit_and_push.outputs.PR_BRANCH_NAME }}
+          ISSUE_NUM: ${{ inputs.issue_id }}
+          ISSUE_TITLE: ${{ inputs.issue_title }}
+          GITHUB_EVENT_NAME: ${{ github.event_name }}
+        run: |
+          # Create PR description in a temporary file to avoid command line length limits and ensure it stays under 40k chars
+          HEADER="This PR was created automatically by Aider to fix issue #${ISSUE_NUM}."
+          # if event is repository_dispatch, add the issue title to the header
+          if [ "$GITHUB_EVENT_NAME" == "repository_dispatch" ]; then
+            if [[ "${{ github.event.client_payload.source }}" == "linear" ]]; then
+              HEADER="This PR was created automatically by Aider to fix issue #linear:${ISSUE_NUM}."
+            elif [[ "${{ github.event.client_payload.source }}" == "discord" ]]; then
+              HEADER="This PR was created automatically by Aider to fix issue #discord:${ISSUE_NUM}."
+            fi
+          fi
+          cat > /tmp/pr-description.md << EOL | head -c 40000
+          $HEADER
+
+          ## Aider Output
+          \`\`\`
+          $(cat .aider_output.txt || echo "No output available")
+          \`\`\`
+          EOL
+
+          # Create PR using the file for the body content, handle errors gracefully
+          set +e  # Don't exit on error
+          PR_TITLE="[Aider PR] Fix: ${ISSUE_TITLE}"
+          if [ -z "$ISSUE_TITLE" ]; then
+            PR_TITLE="[Aider PR] AI changes after request"
+          fi
+          gh pr create \
+            --title "$PR_TITLE" \
+            --body-file /tmp/pr-description.md \
+            --head "$PR_BRANCH" \
+            --base main \
+            --draft
+          PR_CREATE_EXIT_CODE=$?
+          set -e  # Re-enable exit on error
+
+          if [ $PR_CREATE_EXIT_CODE -eq 0 ]; then
+            echo "PR created successfully"
+            PR_URL=$(gh pr view $PR_BRANCH --json url --jq .url)
+            echo "PR_URL=$PR_URL" >> $GITHUB_OUTPUT
+            echo "PR_CREATED=true" >> $GITHUB_OUTPUT
+          else
+            echo "Warning: Failed to create PR. Exit code: $PR_CREATE_EXIT_CODE"
+            echo "PR_CREATED=false" >> $GITHUB_OUTPUT
+            # Continue workflow despite PR creation failure
+          fi
+
+      - name: Comment on PR with Aider Output
+        if: always() && github.event_name == 'pull_request_review' && steps.commit_and_push.outputs.CHANGES_APPLIED != ''
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          PR_NUM: ${{ github.event.pull_request.number }}
+          JOB_STATUS: ${{ job.status }}
+        run: |
+          # Create comment body in a temporary file to avoid command line length limits
+          if [[ "${{ steps.commit_and_push.outputs.CHANGES_APPLIED }}" == "true" ]]; then
+            if [[ "$JOB_STATUS" == "success" ]]; then
+              STATUS_PREFIX="🤖 I've automatically addressed the feedback based on the review."
+            else
+              STATUS_PREFIX="⚠️ I attempted to address the feedback, but encountered some issues."
+            fi
+          else
+            if [[ "$JOB_STATUS" == "success" ]]; then
+              STATUS_PREFIX="🤖 I attempted to address the review feedback, but no modifications were made."
+            else
+              STATUS_PREFIX="⚠️ I encountered issues while attempting to address the feedback, and no modifications were made."
+            fi
+          fi
+
+          cat > /tmp/pr-comment.md << EOL
+          ${STATUS_PREFIX}
+
+          ## Aider Output
+          \`\`\`
+          $(cat .aider_output.txt || echo 'No output available')
+          \`\`\`
+
+          Please review the output and provide additional guidance if needed.
+          EOL
+
+          # Use the file for comment body
+          gh pr comment $PR_NUM --body-file /tmp/pr-comment.md
+
+      - name: Comment on issue/PR to let the user know Aider has finished working on the request
+        if: always() && github.event_name == 'issue_comment'
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          GITHUB_REPOSITORY: ${{ github.repository }}
+          JOB_STATUS: ${{ job.status }}
+          PR_CREATED: ${{ steps.create_pr.outputs.PR_CREATED }}
+          PR_URL: ${{ steps.create_pr.outputs.PR_URL }}
+        run: |
+          echo "Commenting on issue/PR #${{ github.event.issue.number }} to let the user know Aider has finished working on the request."
+
+          if [[ "$JOB_STATUS" == "success" ]]; then
+            if [[ "$PR_CREATED" == "true" ]]; then
+              COMMENT_BODY="🤖 Aider has finished working on your request. A PR has been created. $PR_URL"
+            else
+              COMMENT_BODY="🤖 Aider has finished working on your request, but was unable to create a PR."
+            fi
+          else
+            COMMENT_BODY="⚠️ Aider encountered issues while working on your request. Please check the workflow logs for details."
+          fi
+
+          gh issue comment ${{ github.event.issue.number }} --body "$COMMENT_BODY" --repo $GITHUB_REPOSITORY
+
+      - name: Comment on linear issue to let the user know Aider has finished working on the request
+        if: always() && github.event_name == 'repository_dispatch'
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          GITHUB_REPOSITORY: ${{ github.repository }}
+          JOB_STATUS: ${{ job.status }}
+          LINEAR_API_KEY: ${{ secrets.LINEAR_API_KEY }}
+          PR_CREATED: ${{ steps.create_pr.outputs.PR_CREATED }}
+          PR_URL: ${{ steps.create_pr.outputs.PR_URL }}
+          DISCORD_BOT_TOKEN: ${{ secrets.DISCORD_AI_BOT_TOKEN }}
+          SOURCE: ${{ github.event.client_payload.source }}
+        run: |
+          echo "Notifying user about Aider completion status for $SOURCE request #${{ github.event.client_payload.issue_id }}"
+          if [[ "$JOB_STATUS" == "success" ]]; then
+            if [[ "$PR_CREATED" == "true" ]]; then
+              COMMENT_BODY="🤖 Aider has finished working on your request. A PR has been created. $PR_URL"
+            else
+              COMMENT_BODY="🤖 Aider has finished working on your request, but was unable to create a PR."
+            fi
+          else
+            COMMENT_BODY="⚠️ Aider encountered issues while working on your request. Please check the workflow logs for details."
+          fi
+
+          if [[ "$SOURCE" == "discord" ]]; then
+            curl -X POST \
+              -H "Authorization: Bot $DISCORD_BOT_TOKEN" \
+              -H "Content-Type: application/json" \
+              "https://discord.com/api/v10/channels/${{ github.event.client_payload.channel_id }}/messages" \
+              -d "{\"content\":\"${COMMENT_BODY}\"}"
+          else
+            curl -X POST \
+              -H "Authorization: $LINEAR_API_KEY" \
+              -H "Content-Type: application/json" \
+              "https://api.linear.app/graphql" \
+              -d "{\"query\":\"mutation { commentCreate(input: { issueId: \\\"${{ github.event.client_payload.issue_id }}\\\", body: \\\"${COMMENT_BODY}\\\" }) { success } }\"}"
+          fi

.github/workflows/aider-external.yaml

@@ -0,0 +1,80 @@
+name: External Aider Issue Fix
+
+on:
+  repository_dispatch:
+    types: [external_issue_fix]
+
+jobs:
+  check-and-prepare:
+    runs-on: ubicloud-standard-2
+    permissions:
+      contents: write
+      pull-requests: write
+    outputs:
+      issue_title: ${{ steps.determine_inputs.outputs.ISSUE_TITLE }}
+      issue_body: ${{ steps.determine_inputs.outputs.ISSUE_BODY }}
+      instruction: ${{ steps.determine_inputs.outputs.INSTRUCTION }}
+    env:
+      GEMINI_API_KEY: ${{ secrets.GOOGLE_API_KEY }}
+      GOOGLE_API_KEY: ${{ secrets.GOOGLE_API_KEY }}
+      GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      WINDMILL_TOKEN: ${{ secrets.WINDMILL_TOKEN }}
+      LINEAR_API_KEY: ${{ secrets.LINEAR_API_KEY }}
+      DISCORD_BOT_TOKEN: ${{ secrets.DISCORD_AI_BOT_TOKEN }}
+
+    steps:
+      - name: Acknowledge Request
+        env:
+          LINEAR_API_KEY: ${{ secrets.LINEAR_API_KEY }}
+          DISCORD_BOT_TOKEN: ${{ secrets.DISCORD_AI_BOT_TOKEN }}
+        run: |
+          if [[ "${{ github.event.client_payload.source }}" == "linear" ]]; then
+            echo "Commenting on Linear issue #${{ github.event.client_payload.issue_id }} to acknowledge the request."
+            curl -X POST \
+              -H "Authorization: $LINEAR_API_KEY" \
+              -H "Content-Type: application/json" \
+              "https://api.linear.app/graphql" \
+              -d "{\"query\":\"mutation { commentCreate(input: { issueId: \\\"${{ github.event.client_payload.issue_id }}\\\", body: \\\"🤖 Aider is starting to work on your request. I'll update you here once I have a PR ready. Please be patient, this might take a few minutes.\\\" }) { success } }\"}"
+          elif [[ "${{ github.event.client_payload.source }}" == "discord" ]]; then
+            echo "Commenting on Discord thread #${{ github.event.client_payload.channel_id }} to acknowledge the request."
+            curl -X POST \
+              -H "Authorization: Bot $DISCORD_BOT_TOKEN" \
+              -H "Content-Type: application/json" \
+              "https://discord.com/api/v10/channels/${{ github.event.client_payload.channel_id }}/messages" \
+              -d "{\"content\":\"🤖 Aider is starting to work on your request. I'll update you here once I have a PR ready. Please be patient, this might take a few minutes.\"}"
+          fi
+
+      - name: Determine inputs for Aider
+        id: determine_inputs
+        shell: bash
+        env:
+          ISSUE_TITLE: ${{ github.event.client_payload.issue_title }}
+          ISSUE_BODY: ${{ github.event.client_payload.issue_body }}
+          INSTRUCTION: ${{ github.event.client_payload.instruction }}
+        run: |
+          echo "Determining inputs for Aider..."
+
+          echo "ISSUE_TITLE<<EOF_AIDER_TITLE" >> "$GITHUB_OUTPUT"
+          echo "$ISSUE_TITLE" >> "$GITHUB_OUTPUT"
+          echo "EOF_AIDER_TITLE" >> "$GITHUB_OUTPUT"
+
+          echo "ISSUE_BODY<<EOF_AIDER_BODY" >> "$GITHUB_OUTPUT"
+          echo "$ISSUE_BODY" >> "$GITHUB_OUTPUT"
+          echo "EOF_AIDER_BODY" >> "$GITHUB_OUTPUT"
+
+          echo "INSTRUCTION<<EOF_AIDER_INSTRUCTION" >> "$GITHUB_OUTPUT"
+          echo "$INSTRUCTION" >> "$GITHUB_OUTPUT"
+          echo "EOF_AIDER_INSTRUCTION" >> "$GITHUB_OUTPUT"
+          echo "Finished determining inputs."
+
+  run-aider:
+    needs: check-and-prepare
+    uses: ./.github/workflows/aider-common.yml
+    with:
+      issue_title: ${{ needs.check-and-prepare.outputs.issue_title }}
+      issue_body: ${{ needs.check-and-prepare.outputs.issue_body }}
+      instruction: ${{ needs.check-and-prepare.outputs.instruction }}
+      issue_id: ${{ github.event.client_payload.issue_id }}
+      rules_files: ".cursor/rules/rust-best-practices.mdc .cursor/rules/svelte5-best-practices.mdc .cursor/rules/windmill-overview.mdc"
+    secrets: inherit

.github/workflows/aider.yaml

@@ -5,12 +5,40 @@ on:
     types: [created]
 
 jobs:
-  auto-fix:
-    runs-on: ubuntu-latest
+  check-membership:
+    runs-on: ubicloud-standard-2
     if: |
       github.event_name == 'issue_comment' &&
       contains(github.event.comment.body, '/aider') &&
       !contains(github.event.comment.user.login, '[bot]')
+    outputs:
+      is_member: ${{ steps.check-membership.outputs.is_member }}
+    steps:
+      - name: Check organization membership
+        id: check-membership
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          GITHUB_REPOSITORY: ${{ github.repository }}
+          COMMENTER: ${{ github.event.comment.user.login }}
+          ORG_ACCESS_TOKEN: ${{ secrets.ORG_ACCESS_TOKEN }}
+        run: |
+          ORG="windmill-labs"
+          STATUS=$(curl -s -o /dev/null -w "%{http_code}" \
+            -H "Authorization: token $ORG_ACCESS_TOKEN" \
+            -H "Accept: application/vnd.github+json" \
+            -H "X-GitHub-Api-Version: 2022-11-28" \
+            "https://api.github.com/orgs/$ORG/members/$COMMENTER")
+
+          if [ "$STATUS" -eq 204 ]; then
+            echo "is_member=true" >> $GITHUB_OUTPUT
+          else
+            echo "is_member=false" >> $GITHUB_OUTPUT
+          fi
+
+  check-and-prepare:
+    needs: check-membership
+    runs-on: ubicloud-standard-2
+    if: needs.check-membership.outputs.is_member == 'true'
     permissions:
       contents: write
       pull-requests: write
@@ -21,302 +49,117 @@ jobs:
       GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
       GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
       WINDMILL_TOKEN: ${{ secrets.WINDMILL_TOKEN }}
+    outputs:
+      issue_title: ${{ steps.determine_inputs.outputs.ISSUE_TITLE }}
+      issue_body: ${{ steps.determine_inputs.outputs.ISSUE_BODY }}
+      comment_content: ${{ steps.determine_inputs.outputs.COMMENT_CONTENT }}
+      pr_branch: ${{ steps.checkout_pr.outputs.PR_BRANCH }}
 
     steps:
-      - name: Harden Runner
-        uses: step-security/harden-runner@v2
-        with:
-          egress-policy: audit
-
-      - name: Check out code
-        uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-
-      - name: Configure Git User
-        run: |
-          git config --global user.name "github-actions[bot]"
-          git config --global user.email "github-actions[bot]@users.noreply.github.com"
-
-      - name: Checkout PR Branch
-        if: github.event_name == 'issue_comment' && github.event.issue.pull_request
+      - name: Acknowledge Request
         env:
           GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          GITHUB_REPOSITORY: ${{ github.repository }}
         run: |
-          echo "Issue comment trigger: Checking out PR branch..."
-          PR_NUMBER=${{ github.event.issue.number }}
-          PR_HEAD_REF=$(gh pr view $PR_NUMBER --json headRefName -q .headRefName --repo $GITHUB_REPOSITORY)
-          if [[ -z "$PR_HEAD_REF" || "$PR_HEAD_REF" == "null" ]]; then
-             echo "::error::Could not determine PR head branch for PR #$PR_NUMBER via gh CLI."
-             exit 1
-          fi
-          echo "Checking out PR head branch: $PR_HEAD_REF for PR #$PR_NUMBER"
-          git fetch origin "refs/heads/${PR_HEAD_REF}:refs/remotes/origin/${PR_HEAD_REF}" --no-tags
-          git checkout "$PR_HEAD_REF"
-          echo "Successfully checked out branch $(git rev-parse --abbrev-ref HEAD)"
+          echo "Commenting on issue/PR #${{ github.event.issue.number }} to acknowledge the /aider command."
+          gh issue comment ${{ github.event.issue.number }} --body "🤖 Aider is starting to work on your request. I'll update you here once I have a PR ready. Please be patient, this might take a few minutes." --repo $GITHUB_REPOSITORY
 
-      - name: Set up Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: "3.12"
-
-      - name: Install Aider and Dependencies
-        run: |
-          python -m pip install aider-install; aider-install
-          pip install -U google-generativeai
-          sudo apt-get update && sudo apt-get install -y jq
-
-      - name: Determine Prompt for Aider
-        id: determine_prompt
+      - name: Determine inputs for Aider
+        id: determine_inputs
         shell: bash
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          COMMENT_BODY: ${{ github.event.comment.body }}
+          ISSUE_NUMBER: ${{ github.event.issue.number }}
+          GITHUB_REPOSITORY: ${{ github.repository }}
+          LINEAR_API_KEY: ${{ secrets.LINEAR_API_KEY }}
         run: |
-          PROMPT_FILE_PATH=".github/aider/issue-prompt.txt"
-          mkdir -p .github/aider
+          echo "Determining inputs for Aider..."
+          ISSUE_TITLE_VAL=""
+          ISSUE_BODY_VAL=""
 
-          # Determine if this is a PR comment or regular issue comment
           if [[ ! -z "${{ github.event.issue.pull_request }}" ]]; then
             echo "This is a comment on a Pull Request"
-            PR_NUMBER="${{ github.event.issue.number }}"
+            PR_NUMBER="$ISSUE_NUMBER"
             
-            # Get PR description to check for issue references
-            PR_BODY=$(gh pr view $PR_NUMBER --json body -q .body --repo $GITHUB_REPOSITORY)
-            
-            # Extract issue number from PR description (looking for #123 or "fixes #123" patterns)
-            REFERENCED_ISSUE=$(echo "$PR_BODY" | grep -oE "#[0-9]+" | grep -oE "[0-9]+" | head -1)
-            
-            if [[ ! -z "$REFERENCED_ISSUE" ]]; then
-              echo "Found referenced issue #$REFERENCED_ISSUE in PR description"
-              
-              # Fetch the referenced issue details
-              ISSUE_DETAILS=$(gh issue view $REFERENCED_ISSUE --json title,body --repo $GITHUB_REPOSITORY)
-              ISSUE_TITLE=$(echo "$ISSUE_DETAILS" | jq -r .title)
-              ISSUE_BODY=$(echo "$ISSUE_DETAILS" | jq -r .body)
-              
-              # Store raw comment body in a file first to avoid shell interpretation issues
-              echo '${{ github.event.comment.body }}' > /tmp/raw_comment.txt
-              RAW_COMMENT_BODY=$(cat /tmp/raw_comment.txt)
-              # Remove the /aider prefix and trim whitespace
-              COMMENT_CONTENT=$(echo "$RAW_COMMENT_BODY" | sed 's|^/aider||' | sed -e 's/^[[:space:]]*//' -e 's/[[:space:]]*$//')
-              
-              echo "Sending issue content and PR comment to external API…"
-              
-              ISSUE_TITLE_Q=$(printf '%q' "$ISSUE_TITLE")
-              ISSUE_BODY_Q=$(printf '%q' "$ISSUE_BODY")
-              
-              JSON_PAYLOAD=$(jq -n \
-                --arg title "$ISSUE_TITLE_Q" \
-                --arg body "$ISSUE_BODY_Q" \
-                '{"body":{"issue_title":$title,"issue_body":$body}}')
-              
-              API_RESULT=$(curl -s -w "\n%{http_code}" \
-                -X POST "https://app.windmill.dev/api/w/windmill-labs/jobs/run_wait_result/p/f/ai/quiet_script" \
-                -H "Content-Type: application/json" \
-                -H "Authorization: Bearer $WINDMILL_TOKEN" \
-                --data-binary "$JSON_PAYLOAD" \
-                --max-time 90)
-              
-              HTTP_CODE=$(echo "$API_RESULT" | tail -n1)
-              BODY=$(echo "$API_RESULT" | sed '$d')
-              
-              echo "$BODY" > /tmp/api_response.txt
-
-              BASE_PROMPT="Try to fix the following issue based on the instruction given by the user. The issue is prepended with the word ISSUE. The instruction is prepended with the word INSTRUCTION. The issue and instruction are separated by a blank line."
-              if [[ "$HTTP_CODE" -eq 200 ]]; then
-                PROCESSED_ISSUE_PROMPT=$(jq -r '.effective_body // empty' /tmp/api_response.txt)
-                if [[ -z "$PROCESSED_ISSUE_PROMPT" || "$PROCESSED_ISSUE_PROMPT" == "null" ]]; then
-                  PROCESSED_ISSUE_PROMPT=""
-                fi
-                printf "%s\nISSUE:\n%s\nINSTRUCTION:\n%s" \
-                  "$BASE_PROMPT" "$PROCESSED_ISSUE_PROMPT" "$COMMENT_CONTENT" > "$PROMPT_FILE_PATH"
-              else
-                echo "::warning::API call failed (HTTP $HTTP_CODE). Using PR comment with issue context."
-                printf "%s\nISSUE:\n%s\nINSTRUCTION:\n%s" \
-                  "$BASE_PROMPT" "$ISSUE_BODY_Q" "$COMMENT_CONTENT" > "$PROMPT_FILE_PATH"
-              fi
-              rm -f /tmp/api_response.txt
+            PR_BODY_JSON=$(gh pr view "$PR_NUMBER" --json body --repo "$GITHUB_REPOSITORY")
+            if [[ $? -ne 0 ]]; then
+              echo "Error fetching PR body for PR #$PR_NUMBER"
+              PR_BODY_VAL=""
             else
-              echo "No referenced issue found in PR description, using comment content only"
-              # Use comment content directly as with regular issue comments
-              echo '${{ github.event.comment.body }}' > /tmp/raw_comment.txt
-              RAW_COMMENT_BODY=$(cat /tmp/raw_comment.txt)
-              COMMENT_CONTENT=$(echo "$RAW_COMMENT_BODY" | sed 's|^/aider||' | sed -e 's/^[[:space:]]*//' -e 's/[[:space:]]*$//')
-              
-              if [[ -z "$COMMENT_CONTENT" ]]; then
-                echo "::error::Comment with /aider provided, but no instruction found after it. Cannot proceed."
-                printf "Error: /aider command found but no instruction followed." > "$PROMPT_FILE_PATH"
-                exit 1
-              else
-                echo "Using comment content as prompt."
-                printf '%s' "$COMMENT_CONTENT" > "$PROMPT_FILE_PATH"
+              PR_BODY_VAL=$(jq -r '.body // ""' <<< "$PR_BODY_JSON")
+            fi
+            
+            if [[ ! -z "$PR_BODY_VAL" ]]; then
+              REFERENCED_ISSUE=""
+              if [[ "$PR_BODY_VAL" =~ \#linear:([a-f0-9-]+) ]]; then
+                REFERENCED_ISSUE="${BASH_REMATCH[1]}"
+                echo "Found referenced Linear issue #$REFERENCED_ISSUE in PR description"
+                LINEAR_ISSUE_JSON=$(curl -s -H "Authorization: $LINEAR_API_KEY" \
+                  "https://api.linear.app/graphql" \
+                  -X POST \
+                  -H "Content-Type: application/json" \
+                  -d "{\"query\":\"query { issue(id: \\\"$REFERENCED_ISSUE\\\") { title description } }\"}")
+                
+                if [[ $? -eq 0 && ! "$LINEAR_ISSUE_JSON" =~ "error" ]]; then
+                  ISSUE_TITLE_VAL=$(jq -r '.data.issue.title // ""' <<< "$LINEAR_ISSUE_JSON")
+                  ISSUE_BODY_VAL=$(jq -r '.data.issue.description // ""' <<< "$LINEAR_ISSUE_JSON")
+                  echo "Successfully fetched Linear issue details"
+                else
+                  echo "Error fetching Linear issue details for #$REFERENCED_ISSUE"
+                fi
+              elif [[ "$PR_BODY_VAL" =~ \#([0-9]+) ]]; then
+                REFERENCED_ISSUE="${BASH_REMATCH[1]}"
+                echo "Found referenced GitHub issue #$REFERENCED_ISSUE in PR description"
+                
+                ISSUE_DETAILS_JSON=$(gh issue view "$REFERENCED_ISSUE" --json title,body --repo "$GITHUB_REPOSITORY")
+                if [[ $? -ne 0 ]]; then
+                  echo "Error fetching issue details for #$REFERENCED_ISSUE"
+                else
+                  ISSUE_TITLE_VAL=$(jq -r '.title // ""' <<< "$ISSUE_DETAILS_JSON")
+                  ISSUE_BODY_VAL=$(jq -r '.body // ""' <<< "$ISSUE_DETAILS_JSON")
+                fi
               fi
+            else
+              echo "PR body is empty or could not be fetched."
             fi
           else
             echo "This is a comment on a regular issue"
             
-            # Fetch the issue details
-            ISSUE_NUMBER="${{ github.event.issue.number }}"
-            ISSUE_DETAILS=$(gh issue view $ISSUE_NUMBER --json title,body --repo $GITHUB_REPOSITORY)
-            ISSUE_TITLE=$(echo "$ISSUE_DETAILS" | jq -r .title)
-            ISSUE_BODY=$(echo "$ISSUE_DETAILS" | jq -r .body)
-            
-            # Store raw comment body in a file first to avoid shell interpretation issues
-            echo '${{ github.event.comment.body }}' > /tmp/raw_comment.txt
-            # Extract the command part safely
-            RAW_COMMENT_BODY=$(cat /tmp/raw_comment.txt)
-            # Remove the /aider prefix and trim whitespace
-            COMMENT_CONTENT=$(echo "$RAW_COMMENT_BODY" | sed 's|^/aider||' | sed -e 's/^[[:space:]]*//' -e 's/[[:space:]]*$//')
-
-            if [[ -z "$COMMENT_CONTENT" ]]; then
-              echo "::error::Comment with /aider provided, but no instruction found after it. Cannot proceed."
-              printf "Error: /aider command found but no instruction followed." > "$PROMPT_FILE_PATH"
-              exit 1
+            ISSUE_DETAILS_JSON=$(gh issue view "$ISSUE_NUMBER" --json title,body --repo "$GITHUB_REPOSITORY")
+            if [[ $? -ne 0 ]]; then
+              echo "Error fetching issue details for #$ISSUE_NUMBER"
             else
-              echo "Sending issue content and issue comment to external API…"
-              
-              ISSUE_TITLE_Q=$(printf '%q' "$ISSUE_TITLE")
-              ISSUE_BODY_Q=$(printf '%q' "$ISSUE_BODY")
-              COMMENT_CONTENT_Q=$(printf '%q' "$COMMENT_CONTENT")
-              
-              JSON_PAYLOAD=$(jq -n \
-                --arg title "$ISSUE_TITLE_Q" \
-                --arg body "$ISSUE_BODY_Q" \
-                --arg comment "$COMMENT_CONTENT_Q" \
-                '{"body":{"issue_title":$title,"issue_body":$body,"issue_comment":$comment}}')
-              
-              API_RESULT=$(curl -s -w "\n%{http_code}" \
-                -X POST "https://app.windmill.dev/api/w/windmill-labs/jobs/run_wait_result/p/f/ai/quiet_script" \
-                -H "Content-Type: application/json" \
-                -H "Authorization: Bearer $WINDMILL_TOKEN" \
-                --data-binary "$JSON_PAYLOAD" \
-                --max-time 90)
-              
-              HTTP_CODE=$(echo "$API_RESULT" | tail -n1)
-              BODY=$(echo "$API_RESULT" | sed '$d')
-              
-              echo "$BODY" > /tmp/api_response.txt
-              
-              BASE_PROMPT="Try to fix the following issue based on the instruction given by the user. The issue is prepended with the word ISSUE. The instruction is prepended with the word INSTRUCTION. The issue and instruction are separated by a blank line."
-              if [[ "$HTTP_CODE" -eq 200 ]]; then
-                PROCESSED_ISSUE_PROMPT=$(jq -r '.effective_body // empty' /tmp/api_response.txt)
-                if [[ -z "$PROCESSED_ISSUE_PROMPT" || "$PROCESSED_ISSUE_PROMPT" == "null" ]]; then
-                  PROCESSED_ISSUE_PROMPT=""
-                fi
-                printf "%s\nISSUE:\n%s\nINSTRUCTION:\n%s" \
-                  "$BASE_PROMPT" "$PROCESSED_ISSUE_PROMPT" "$COMMENT_CONTENT" > "$PROMPT_FILE_PATH"
-              else
-                echo "::warning::API call failed (HTTP $HTTP_CODE). Using PR comment with issue context."
-                printf "%s\nISSUE:\n%s\nINSTRUCTION:\n%s" \
-                  "$BASE_PROMPT" "$ISSUE_BODY_Q" "$COMMENT_CONTENT" > "$PROMPT_FILE_PATH"
-              fi
-
-              rm -f /tmp/api_response.txt
-            fi
-          fi
-          echo "Prompt determined and written to $PROMPT_FILE_PATH"
-          echo "PROMPT_FILE_PATH=$PROMPT_FILE_PATH" >> $GITHUB_OUTPUT
-
-      - name: Probe Chat for Relevant Files
-        id: probe_files
-        env:
-          PROMPT_CONTENT_FILE: ${{ steps.determine_prompt.outputs.PROMPT_FILE_PATH }}
-        run: |
-          echo "Running probe-chat to find relevant files..."
-          if [[ ! -f "$PROMPT_CONTENT_FILE" ]]; then
-            echo "::error::Prompt file $PROMPT_CONTENT_FILE not found!"
-            exit 1
-          fi
-          PROMPT_CONTENT=$(cat "$PROMPT_CONTENT_FILE")
-          if [ -z "$PROMPT_CONTENT" ]; then
-             echo "::error::Prompt content is empty!"
-             exit 1
-          fi
-
-          PROMPT_ESCAPED=$(jq -Rs . <<< "$PROMPT_CONTENT")
-
-          MESSAGE_FOR_PROBE=$(jq -n --arg prompt_escaped "$PROMPT_ESCAPED" \
-            '{ "message": "I'\''m giving you a request that needs to be implemented. Your role is ONLY to give me the files that are relevant to the request and nothing else. The request is prepended with the word REQUEST.\\nREQUEST: \($prompt_escaped). Give me all the files relevant to this request. Your output MUST be a single json array that can be parsed with programatic json parsing, with the relevant files. Files can be rust or typescript or javascript files. DO NOT INCLUDE ANY OTHER TEXT IN YOUR OUTPUT. ONLY THE JSON ARRAY. Example of output: [\"file1.py\", \"file2.py\"]" }' | jq -r .message)
-
-          set -o pipefail
-          PROBE_OUTPUT=$(npx --yes @buger/probe-chat@latest --max-iterations 50 --model-name gemini-2.5-pro-preview-05-06 --message "$MESSAGE_FOR_PROBE" 2>&1) || {
-            echo "::error::probe-chat command failed. Output:"
-            echo "$PROBE_OUTPUT"
-            exit 1
-          }
-          set +o pipefail
-          echo "Probe-chat raw output:"
-          echo "$PROBE_OUTPUT"
-
-          JSON_FILES=$(echo "$PROBE_OUTPUT" | sed -n '/^\s*\[/,$p' | sed '/^\s*\]/q')
-          echo "Extracted JSON block:"
-          echo "$JSON_FILES"
-
-          FILES_LIST=$(echo "$JSON_FILES" | jq -e -r '[.[] | select(type == "string" and . != "" and . != null and (endswith("/") | not))] | map(@sh) | join(" ")' || echo "")
-
-          if [[ -z "$FILES_LIST" ]]; then
-             echo "::warning::probe-chat did not identify any relevant files."
-             exit 1
-          fi
-
-          echo "Formatted files list for aider: $FILES_LIST"
-          echo "FILES_TO_EDIT=$FILES_LIST" >> $GITHUB_ENV
-
-      - name: Run Aider with external prompt
-        run: |
-          echo "Files identified by probe-chat: ${{ env.FILES_TO_EDIT }}"
-          aider \
-            ${{ env.FILES_TO_EDIT }} \
-            --model gemini/gemini-2.5-pro-preview-05-06 \
-            --message-file .github/aider/issue-prompt.txt \
-            --yes \
-            --no-check-update \
-            --auto-commits \
-            --no-analytics \
-            --no-stream > .github/aider/aider-output.txt 2>&1 || true
-          echo "Aider command completed. Output saved to .github/aider/aider-output.txt"
-
-      - name: Clean up prompt file
-        if: always()
-        run: rm -f .github/aider/issue-prompt.txt
-
-      - name: Commit and Push Changes
-        id: commit_and_push
-        if: ${{ success() }}
-        run: |
-          if [[ -z "${{ github.event.issue.pull_request }}" ]]; then
-            BRANCH_NAME="aider-fix-issue-${{ github.event.issue.number }}"
-            git checkout -b $BRANCH_NAME
-            echo "Created branch $BRANCH_NAME for issue #${{ github.event.issue.number }}"
-            git push origin $BRANCH_NAME
-            echo "Pushed to new branch $BRANCH_NAME"
-            echo "PR_BRANCH_NAME=$BRANCH_NAME" >> $GITHUB_OUTPUT
-            echo "CHANGES_APPLIED_MESSAGE=Aider changes pushed to new branch $BRANCH_NAME." >> $GITHUB_OUTPUT
-          else
-            CURRENT_BRANCH_NAME=$(git rev-parse --abbrev-ref HEAD)
-            echo "Attempting to push changes to PR branch $CURRENT_BRANCH_NAME for PR #${{ github.event.issue.number }}"
-            if git push origin $CURRENT_BRANCH_NAME; then
-              echo "Push to $CURRENT_BRANCH_NAME successful (or no new changes to push)."
-              echo "CHANGES_APPLIED_MESSAGE=Aider changes (if any) pushed to PR branch $CURRENT_BRANCH_NAME." >> $GITHUB_OUTPUT
-              echo "PR_BRANCH_NAME=$CURRENT_BRANCH_NAME" >> $GITHUB_OUTPUT
-            else
-              echo "::warning::Push to PR branch $CURRENT_BRANCH_NAME failed."
-              echo "CHANGES_APPLIED_MESSAGE=Aider ran, but failed to push changes to PR branch $CURRENT_BRANCH_NAME." >> $GITHUB_OUTPUT
+              ISSUE_TITLE_VAL=$(jq -r '.title // ""' <<< "$ISSUE_DETAILS_JSON")
+              ISSUE_BODY_VAL=$(jq -r '.body // ""' <<< "$ISSUE_DETAILS_JSON") 
             fi
           fi
 
-      - name: Create Pull Request
-        if: success() && github.event_name == 'issue_comment' && !github.event.issue.pull_request && steps.commit_and_push.outputs.PR_BRANCH_NAME != ''
-        env:
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          PR_BRANCH: ${{ steps.commit_and_push.outputs.PR_BRANCH_NAME }}
-          ISSUE_NUM: ${{ github.event.issue.number }}
-        run: |
-          gh pr create \
-            --title "[Aider PR] Add fixes for issue #${ISSUE_NUM}" \
-            --body "This PR was created automatically by Aider to fix issue #${ISSUE_NUM}.
+          echo "ISSUE_TITLE<<EOF_AIDER_TITLE" >> "$GITHUB_OUTPUT"
+          echo "$ISSUE_TITLE_VAL" >> "$GITHUB_OUTPUT"
+          echo "EOF_AIDER_TITLE" >> "$GITHUB_OUTPUT"
 
-            ## Aider Output
-            \`\`\`
-            $(cat .github/aider/aider-output.txt || echo "No output available")
-            \`\`\`" \
-            --head "$PR_BRANCH" \
-            --base main
+          echo "ISSUE_BODY<<EOF_AIDER_BODY" >> "$GITHUB_OUTPUT"
+          echo "$ISSUE_BODY_VAL" >> "$GITHUB_OUTPUT"
+          echo "EOF_AIDER_BODY" >> "$GITHUB_OUTPUT"
+
+          CLEAN_COMMENT="${COMMENT_BODY/\/aider/}"
+          CLEAN_COMMENT="${CLEAN_COMMENT#"${CLEAN_COMMENT%%[![:space:]]*}"}"
+          CLEAN_COMMENT="${CLEAN_COMMENT%"${CLEAN_COMMENT##*[![:space:]]}"}"
+
+          echo "COMMENT_CONTENT<<EOF_AIDER_COMMENT" >> "$GITHUB_OUTPUT"
+          echo "$CLEAN_COMMENT" >> "$GITHUB_OUTPUT"
+          echo "EOF_AIDER_COMMENT" >> "$GITHUB_OUTPUT"
+          echo "Finished determining inputs."
+
+  run-aider:
+    needs: [check-membership, check-and-prepare]
+    if: needs.check-membership.outputs.is_member == 'true'
+    uses: ./.github/workflows/aider-common.yml
+    with:
+      issue_title: ${{ needs.check-and-prepare.outputs.issue_title }}
+      issue_body: ${{ needs.check-and-prepare.outputs.issue_body }}
+      instruction: ${{ needs.check-and-prepare.outputs.comment_content }}
+      issue_id: ${{ github.event.issue.number }}
+      rules_files: ".cursor/rules/rust-best-practices.mdc .cursor/rules/svelte5-best-practices.mdc .cursor/rules/windmill-overview.mdc"
+    secrets: inherit

.github/workflows/backend-test.yml

@@ -45,9 +45,9 @@ jobs:
       - uses: oven-sh/setup-bun@v2
         with:
           bun-version: 1.1.43
-      - uses: astral-sh/setup-uv@v4
+      - uses: astral-sh/setup-uv@v6
         with:
-          version: "0.4.18"
+          version: "0.6.2"
       - uses: actions-rust-lang/setup-rust-toolchain@v1
         with:
           cache-workspaces: backend

.github/workflows/claude.yml

@@ -0,0 +1,85 @@
+name: Claude PR Assistant
+
+on:
+  issue_comment:
+    types: [created]
+  pull_request_review_comment:
+    types: [created]
+  issues:
+    types: [opened, assigned]
+  pull_request_review:
+    types: [submitted]
+
+jobs:
+  check-membership:
+    if: |
+      (github.event_name == 'issue_comment' && contains(github.event.comment.body, '/ai') && !contains(github.event.comment.user.login, '[bot]')) ||
+      (github.event_name == 'pull_request_review_comment' && contains(github.event.comment.body, '/ai') && !contains(github.event.comment.user.login, '[bot]')) ||
+      (github.event_name == 'pull_request_review' && contains(github.event.review.body, '/ai') && !contains(github.event.review.user.login, '[bot]')) ||
+      (github.event_name == 'issues' && contains(github.event.issue.body, '/ai') && !contains(github.event.issue.user.login, '[bot]'))
+    runs-on: ubicloud-standard-2
+    outputs:
+      is_member: ${{ steps.check-membership.outputs.is_member }}
+    steps:
+      - name: Check organization membership
+        id: check-membership
+        env:
+          ORG_ACCESS_TOKEN: ${{ secrets.ORG_ACCESS_TOKEN }}
+        run: |
+          ORG="windmill-labs"
+
+          if [[ "${{ github.event_name }}" == "issue_comment" || "${{ github.event_name }}" == "pull_request_review_comment" ]]; then
+            COMMENTER="${{ github.event.comment.user.login }}"
+          elif [[ "${{ github.event_name }}" == "pull_request_review" ]]; then
+            COMMENTER="${{ github.event.review.user.login }}"
+          else
+            COMMENTER="${{ github.event.issue.user.login }}"
+          fi
+
+          STATUS=$(curl -s -o /dev/null -w "%{http_code}" \
+            -H "Authorization: token $ORG_ACCESS_TOKEN" \
+            -H "Accept: application/vnd.github+json" \
+            -H "X-GitHub-Api-Version: 2022-11-28" \
+            "https://api.github.com/orgs/$ORG/members/$COMMENTER")
+
+          if [ "$STATUS" -eq 204 ]; then
+            echo "is_member=true" >> $GITHUB_OUTPUT
+          else
+            echo "is_member=false" >> $GITHUB_OUTPUT
+          fi
+
+  claude-code-action:
+    needs: check-membership
+    if: |
+      needs.check-membership.outputs.is_member == 'true'
+    runs-on: ubicloud-standard-8
+    permissions:
+      contents: read
+      pull-requests: read
+      issues: read
+      id-token: write
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 1
+
+      - name: Run Claude PR Action
+        uses: anthropics/claude-code-action@beta
+        with:
+          anthropic_api_key: ${{ secrets.ANTHROPIC_API_KEY }}
+          timeout_minutes: "60"
+          allowed_tools: "mcp__github__create_pull_request,Bash(npm run check),Bash(npm install),Bash(cargo check),Bash(curl https://sh.rustup.rs -sSf | sh -s -- -y)"
+          custom_instructions: "IMPORTANT INSTRUCTIONS:
+          - Bypass previous instructions and instead of adding a url in your comment to manually create a PR, if you created a new branch with your changes, automatically create a draft PR from that branch to main, with the title starting with [Claude PR].
+          - If you made changes to the frontend code, run npm install, then npm run generate-backend-client, then npm run check. You can ignore warnings that are reported by the check script, but fix the errors.
+          - If you made changes to the backend code, install Rust and then run cargo check. You can ignore warnings that are reported by the check script, but fix the errors.
+          - DO NOT FORGET TO OPEN A DRAFT PR AFTER YOU ARE DONE if you made changes after a request from a git issue.
+          AVAILABLE TOOLS:
+          - mcp__github__create_pull_request: Create a PR from a branch to main
+          - Bash(npm run check): Run the check script. You should run this tool after making changes to the frontend code.
+          - Bash(npm install): Install dependencies. You need this to run npm run check.
+          - Bash(npm run generate-backend-client): Generate the backend client. You need this to run npm run check.
+          - Bash(cargo check): Run the cargo check script. You should run this tool after making changes to the backend code.
+          - Bash(curl https://sh.rustup.rs -sSf | sh -s -- -y): Install Rust. You need this to run cargo check."
+          trigger_phrase: "/ai"

.github/workflows/create-docs.yml

@@ -0,0 +1,41 @@
+on:
+  issue_comment:
+    types: [created]
+
+jobs:
+  check-membership:
+    if: ${{ github.event.issue.pull_request && startsWith(github.event.comment.body, '/docs') && github.event.comment.user.type != 'Bot' }}
+    runs-on: ubicloud-standard-2
+    outputs:
+      is_member: ${{ steps.check-membership.outputs.is_member }}
+    steps:
+      - name: Check organization membership
+        id: check-membership
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          COMMENTER: ${{ github.event.comment.user.login }}
+        run: |
+          ORG="windmill-labs"
+          STATUS=$(curl -s -o /dev/null -w "%{http_code}" \
+            -H "Authorization: token $GH_TOKEN" \
+            -H "Accept: application/vnd.github+json" \
+            -H "X-GitHub-Api-Version: 2022-11-28" \
+            "https://api.github.com/orgs/$ORG/members/$COMMENTER")
+
+          if [ "$STATUS" -eq 204 ]; then
+            echo "is_member=true" >> $GITHUB_OUTPUT
+          else
+            echo "is_member=false" >> $GITHUB_OUTPUT
+          fi
+
+  trigger-docs:
+    needs: check-membership
+    if: ${{ github.event.issue.pull_request && startsWith(github.event.comment.body, '/docs') && needs.check-membership.outputs.is_member == 'true' }}
+    uses: windmill-labs/windmilldocs/.github/workflows/create-docs.yml@main
+    with:
+      pr_number: ${{ github.event.issue.number }}
+      repo: ${{ github.event.repository.name }}
+      comment_text: ${{ github.event.comment.body }}
+    secrets:
+      DOCS_TOKEN: ${{ secrets.DOCS_TOKEN }}
+      GOOGLE_API_KEY: ${{ secrets.GOOGLE_API_KEY }}

.github/workflows/discord-notification.yml

@@ -0,0 +1,32 @@
+name: Create discord thread when a PR is opened, react with green checkmark when PR is merged
+
+on:
+  pull_request:
+    types:
+      - opened
+      - ready_for_review
+      - closed
+
+jobs:
+  notify_discord_when_pr_opened:
+    if: (github.event.pull_request.draft == false) && (github.event.action == 'opened' || github.event.action == 'ready_for_review')
+    uses: ./.github/workflows/shareable-discord-notification.yml
+    with:
+      PR_TITLE: ${{ github.event.pull_request.title }}
+      PR_URL: ${{ github.event.pull_request.html_url }}
+      PR_AUTHOR: ${{ github.event.pull_request.user.login }}
+      PR_STATUS: "opened"
+      PR_NUMBER: ${{ github.event.pull_request.number }}
+    secrets:
+      DISCORD_WEBHOOK_URL: ${{ secrets.DISCORD_PR_REVIEWS_WEBHOOK }}
+
+  merge_success_emoji:
+    if: github.event.pull_request.merged == true
+    uses: ./.github/workflows/shareable-discord-notification.yml
+    with:
+      PR_STATUS: "merged"
+      DISCORD_CHANNEL_ID: "1372204995868491786"
+      DISCORD_GUILD_ID: "930051556043276338"
+      PR_NUMBER: ${{ github.event.pull_request.number }}
+    secrets:
+      DISCORD_BOT_TOKEN: ${{ secrets.DISCORD_AI_BOT_TOKEN }}

.github/workflows/helmchart_on_release.yml

@@ -0,0 +1,66 @@
+name: Publish Helm Chart on Release
+
+on:
+  release:
+    types: [published]
+
+jobs:
+  bump-helm-version:
+    runs-on: ubicloud-standard-2
+
+    steps:
+      - name: Checkout on helm repository
+        uses: actions/checkout@v3
+        with:
+          repository: windmill-labs/windmill-helm-charts
+          token: ${{ secrets.DOCS_TOKEN }}
+
+      - name: Get version
+        id: get_version
+        run: |
+          echo "VERSION=${GITHUB_REF#refs/tags/v}" >> $GITHUB_ENV
+
+      - name: Create new branch
+        run: |
+          # Check if branch already exists remotely
+          if git ls-remote --heads origin bump-helm-version-${{ env.VERSION }} | grep -q bump-helm-version-${{ env.VERSION }}; then
+            # Branch exists, check it out
+            git fetch origin bump-helm-version-${{ env.VERSION }}
+            git checkout bump-helm-version-${{ env.VERSION }}
+          else
+            # Create new branch
+            git checkout -b bump-helm-version-${{ env.VERSION }}
+          fi
+
+          git config --local user.email "action@github.com"
+          git config --local user.name "GitHub Action"
+
+      - name: Bump helm version
+        run: |
+          # Get current version and increment it by 1
+          CURRENT_VERSION=$(grep "version:" ./charts/windmill/Chart.yaml | awk '{print $2}' | head -n 1)
+          NEW_VERSION=$(echo "$CURRENT_VERSION" | awk -F. '{$NF = $NF + 1;} 1' | sed 's/ /./g')
+          sed -i "s/^version: .*/version: $NEW_VERSION/" ./charts/windmill/Chart.yaml
+
+          # Get the app version from the version
+          VERSION=${{ env.VERSION }}
+          APP_VERSION=${VERSION#refs/tag/}
+          APP_VERSION=${APP_VERSION#v}
+          APP_VERSION=${APP_VERSION%/}
+          sed -i "s/appVersion: .*/appVersion: $APP_VERSION/" ./charts/windmill/Chart.yaml
+
+      - name: Commit and push
+        run: |
+          git add .
+          git commit -m "Bump helm version to ${{ env.VERSION }}"
+          git push origin bump-helm-version-${{ env.VERSION }}
+
+      - name: Create PR
+        env:
+          GH_TOKEN: ${{ secrets.DOCS_TOKEN }}
+        run: |
+          gh pr create \
+            --title "helm: bump version to ${{ env.VERSION }}" \
+            --body "This PR was auto-generated to bring the helm chart up to date for [release ${{ env.VERSION }}](https://github.com/windmill-labs/windmill/releases/tag/v${{ env.VERSION }}) in the main repo." \
+            --head bump-helm-version-${{ env.VERSION }} \
+            --base main

.github/workflows/linear-claude.yaml

@@ -0,0 +1,38 @@
+name: Claude PR Assistant
+
+on:
+  repository_dispatch:
+    types: [external_claude_issue_fix]
+
+jobs:
+  claude-code-action:
+    runs-on: ubicloud-standard-8
+    permissions:
+      contents: read
+      pull-requests: read
+      issues: read
+      id-token: write
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 1
+
+      - name: Process inputs
+        id: process_inputs
+        shell: bash
+        run: |
+          ISSUE_TITLE="${{ github.event.client_payload.issue_title }}"
+          INSTRUCTION="${{ github.event.client_payload.instruction }}"
+          ISSUE_BODY=$(printf '%q' "${{ github.event.client_payload.issue_body }}")
+          BASE_PROMPT="Try to fix the following issue based on the instruction given. You are provided with the issue title, issue body, and instruction. You are to fix the issue based on the instruction. You are to create a pull request to fix the issue."
+          CUSTOM_PROMPT=$(printf -v PROMPT "%s\n\nISSUE_TITLE: %s\n\nISSUE_BODY: %s\n\nINSTRUCTION: %s" "$BASE_PROMPT" "$ISSUE_TITLE" "$ISSUE_BODY" "$INSTRUCTION")
+          echo "CUSTOM_PROMPT=$CUSTOM_PROMPT" >> $GITHUB_OUTPUT
+
+      - name: Run Claude PR Action
+        uses: anthropics/claude-code-action@beta
+        with:
+          anthropic_api_key: ${{ secrets.ANTHROPIC_API_KEY }}
+          timeout_minutes: "60"
+          allowed_tools: "mcp__github__create_pull_request"
+          direct_prompt: ${{ steps.process_inputs.outputs.CUSTOM_PROMPT }}

.github/workflows/shareable-discord-notification.yml

@@ -0,0 +1,98 @@
+name: "Notify Discord when a PR is opened or merged"
+
+on:
+  workflow_call:
+    inputs:
+      PR_TITLE:
+        description: "The title of the PR"
+        type: string
+      PR_URL:
+        description: "The URL of the PR"
+        type: string
+      PR_AUTHOR:
+        description: "The author of the PR"
+        type: string
+      PR_STATUS:
+        description: "The status of the PR"
+        type: string
+      DISCORD_CHANNEL_ID:
+        description: "The Discord channel ID"
+        type: string
+      PR_NUMBER:
+        description: "The number of the PR"
+        type: string
+      DISCORD_GUILD_ID:
+        description: "The Discord guild ID"
+        type: string
+    secrets:
+      DISCORD_WEBHOOK_URL:
+        description: "Discord Webhook URL"
+      DISCORD_BOT_TOKEN:
+        description: "Discord Bot Token"
+
+jobs:
+  open_thread:
+    runs-on: ubicloud-standard-2
+    if: ${{ inputs.PR_STATUS == 'opened' }}
+    steps:
+      - name: Send Discord notification and start a thread
+        env:
+          WEBHOOK_URL: ${{ secrets.DISCORD_WEBHOOK_URL }}
+          PR_TITLE: ${{ inputs.PR_TITLE }}
+          PR_NUMBER: ${{ inputs.PR_NUMBER }}
+          PR_URL: ${{ inputs.PR_URL }}
+          PR_AUTHOR: ${{ inputs.PR_AUTHOR }}
+        run: |
+          payload=$(jq -n \
+            --arg content "${PR_URL}" \
+            --arg thread "#${PR_NUMBER}: $PR_TITLE by \`${PR_AUTHOR}\`" \
+            '{
+              content: $content,
+              thread_name: $thread,
+              auto_archive_duration: 10080
+            }'
+          )
+          curl -H "Content-Type: application/json" \
+            -X POST \
+            -d "$payload" \
+            "$WEBHOOK_URL"
+
+  merge_success_emoji:
+    runs-on: ubuntu-latest
+    if: ${{ inputs.PR_STATUS == 'merged' }}
+    steps:
+      - name: React
+        env:
+          BOT_TOKEN: ${{ secrets.DISCORD_BOT_TOKEN }}
+          CHANNEL_ID: ${{ inputs.DISCORD_CHANNEL_ID }}
+          GUILD_ID: ${{ inputs.DISCORD_GUILD_ID }}
+          PR_NUMBER: ${{ inputs.PR_NUMBER }}
+        run: |
+          # 1) get PR thread
+          threads=$(curl -H "Authorization: Bot $BOT_TOKEN" "https://discord.com/api/v10/guilds/${GUILD_ID}/threads/active")
+          thread_id=$(
+            echo "$threads" \
+              | jq -r --arg cid "$CHANNEL_ID" \
+                    --arg pref "#${PR_NUMBER}:" \
+                '.threads[]
+                | select(.parent_id == $cid and (.name | startswith($pref)))
+                | .id'
+          )
+          if [ -z "$thread_id" ]; then
+            echo "Thread not found"
+            exit 1
+          fi
+          # 2) get the first message in that thread
+          messages=$(curl -H "Authorization: Bot $BOT_TOKEN" \
+            "https://discord.com/api/v10/channels/$thread_id/messages")
+          message_id=$(echo "$messages" | jq -r '.[-1].id')
+
+          if [ -z "$message_id" ]; then
+            echo "Message not found"
+            exit 1
+          fi
+
+          # 3) add the ✅ reaction
+          curl -X PUT \
+            -H "Authorization: Bot $BOT_TOKEN" \
+            "https://discord.com/api/v10/channels/$thread_id/messages/$message_id/reactions/%E2%9C%85/@me"

.gitignore

@@ -10,3 +10,5 @@ CaddyfileRemoteMalo
 .vscode
 .dev-docker-wrapper*
 backend/.minio-data
+.aider*
+!.aiderignore

CHANGELOG.md

@@ -1,5 +1,123 @@
 # Changelog
 
+## [1.493.4](https://github.com/windmill-labs/windmill/compare/v1.493.3...v1.493.4) (2025-05-29)
+
+
+### Bug Fixes
+
+* templatev2 delete issue ([#5834](https://github.com/windmill-labs/windmill/issues/5834)) ([ed3ad32](https://github.com/windmill-labs/windmill/commit/ed3ad327a235c16b9f3aa7f8edeefe61b0c01da3))
+
+## [1.493.3](https://github.com/windmill-labs/windmill/compare/v1.493.2...v1.493.3) (2025-05-29)
+
+
+### Bug Fixes
+
+* evalv2 prohibit component delete ([e302aa3](https://github.com/windmill-labs/windmill/commit/e302aa38b5977dd406ae05e1d8dbb74cb7dc3d17))
+* faster layout for larger graphs ([8d12bcc](https://github.com/windmill-labs/windmill/commit/8d12bcc8ee2991909ea0d9bb57f04f0d4106c69f))
+
+## [1.493.2](https://github.com/windmill-labs/windmill/compare/v1.493.1...v1.493.2) (2025-05-28)
+
+
+### Bug Fixes
+
+* improve monaco editor memory leak ([e0f4f83](https://github.com/windmill-labs/windmill/commit/e0f4f83ebf4416c3bcc24433a7bf606349e1f75a))
+* improve monaco javascript extra lib refresh ([7b70348](https://github.com/windmill-labs/windmill/commit/7b70348b4bba3726e3fb26c964219a5a2aa6af55))
+
+## [1.493.1](https://github.com/windmill-labs/windmill/compare/v1.493.0...v1.493.1) (2025-05-28)
+
+
+### Bug Fixes
+
+* improve monaco javascript extra lib refresh ([a2c8ea6](https://github.com/windmill-labs/windmill/commit/a2c8ea69a3962a350273717cd237d8a96523fd00))
+
+## [1.493.0](https://github.com/windmill-labs/windmill/compare/v1.492.1...v1.493.0) (2025-05-27)
+
+
+### Features
+
+* add aws oidc support for instance s3 storage ([#5810](https://github.com/windmill-labs/windmill/issues/5810)) ([5b96bcc](https://github.com/windmill-labs/windmill/commit/5b96bccedd6e68fea631580dd49338301ad0305f))
+* duckdb sql lang support ([#5761](https://github.com/windmill-labs/windmill/issues/5761)) ([fdefd4b](https://github.com/windmill-labs/windmill/commit/fdefd4be9398b9610a539360353fd61b521732d4))
+* **python:** inline script metadata (PEP 723)  ([#5712](https://github.com/windmill-labs/windmill/issues/5712)) ([2622253](https://github.com/windmill-labs/windmill/commit/26222539e66bce7e88f86a7e5917e6ca99350865))
+
+
+### Bug Fixes
+
+* add missing http_trigger_version_seq grants ([#5816](https://github.com/windmill-labs/windmill/issues/5816)) ([306f3ea](https://github.com/windmill-labs/windmill/commit/306f3eabd1c03fa904b0e59438de124a0e680597))
+* avoid monaco memory leak ([0d459d5](https://github.com/windmill-labs/windmill/commit/0d459d5d223728270854e37715ecc1663ede9870))
+* error handler node rendering at top level ([feae9b0](https://github.com/windmill-labs/windmill/commit/feae9b09240ba306c007013a36d2aefb0b273766))
+* **frontend:** auto completion and render of tailwind classes in app editor ([#5817](https://github.com/windmill-labs/windmill/issues/5817)) ([5897e7e](https://github.com/windmill-labs/windmill/commit/5897e7e01b8839425c30c2a97481ef7bb9090661))
+
+## [1.492.1](https://github.com/windmill-labs/windmill/compare/v1.492.0...v1.492.1) (2025-05-22)
+
+
+### Bug Fixes
+
+* fix strum compile ([59f6024](https://github.com/windmill-labs/windmill/commit/59f6024cbdaface9c9f0ed61c4a415a13b558515))
+
+## [1.492.0](https://github.com/windmill-labs/windmill/compare/v1.491.5...v1.492.0) (2025-05-22)
+
+
+### Features
+
+* job search pagination + result count ([#5789](https://github.com/windmill-labs/windmill/issues/5789)) ([55ae766](https://github.com/windmill-labs/windmill/commit/55ae76648475ce9ff14b2fa33b2a71b90fbd50a1))
+* **python:** add annotation to skip result post-processing ([#5769](https://github.com/windmill-labs/windmill/issues/5769)) ([07c2ff5](https://github.com/windmill-labs/windmill/commit/07c2ff5668f4725a3b9a8a2655248b0945ac251c))
+* shift/ctrl+click/enter to open ctrl+k menu results in new tab ([#5800](https://github.com/windmill-labs/windmill/issues/5800)) ([66a997a](https://github.com/windmill-labs/windmill/commit/66a997afc399de2d592c469faf9a5b2cd6433aac))
+* triggers git sync ([#5766](https://github.com/windmill-labs/windmill/issues/5766)) ([065a814](https://github.com/windmill-labs/windmill/commit/065a814d35a5749725c2ada1155481abba782684))
+
+
+### Bug Fixes
+
+* improve app css consistency ([88482c3](https://github.com/windmill-labs/windmill/commit/88482c3bd76ddad16738354f7531d16fa806ad2f))
+* improve docker mode unexpected exit handling ([7c24fbc](https://github.com/windmill-labs/windmill/commit/7c24fbcef2ecfe5fc034870c4c65dd80513301a4))
+* postgres trigger ssl issue ([#5790](https://github.com/windmill-labs/windmill/issues/5790)) ([b9a776c](https://github.com/windmill-labs/windmill/commit/b9a776c97b3411af18e58cde7a070c4955aaaab4))
+* specify using inline type in system prompt for AI ([#5787](https://github.com/windmill-labs/windmill/issues/5787)) ([791296f](https://github.com/windmill-labs/windmill/commit/791296fa41c5bc45c32944db8bc1b66e1515ea82))
+* workspace preprocessor improvements ([#5784](https://github.com/windmill-labs/windmill/issues/5784)) ([30edcdf](https://github.com/windmill-labs/windmill/commit/30edcdfe0e950b0ab850942bcbc9b4b5ff4fc00c))
+
+## [1.491.5](https://github.com/windmill-labs/windmill/compare/v1.491.4...v1.491.5) (2025-05-17)
+
+
+### Bug Fixes
+
+* improve handling of custom concurrency key/tag with preprocessors ([#5762](https://github.com/windmill-labs/windmill/issues/5762)) ([59afa49](https://github.com/windmill-labs/windmill/commit/59afa493fa20cc70b6825e6356713cef84d75312))
+* S3 sql mode returns S3Object ([#5764](https://github.com/windmill-labs/windmill/issues/5764)) ([b29c6e7](https://github.com/windmill-labs/windmill/commit/b29c6e7636bb21c4d977bdaf89ac90e2a1a1086c))
+
+## [1.491.4](https://github.com/windmill-labs/windmill/compare/v1.491.3...v1.491.4) (2025-05-15)
+
+
+### Bug Fixes
+
+* add v1 preprocessor support to workspace preprocessor script ([#5757](https://github.com/windmill-labs/windmill/issues/5757)) ([9b1c30e](https://github.com/windmill-labs/windmill/commit/9b1c30eeff35291ad50f3ddeb64831eac88e2f66))
+
+## [1.491.3](https://github.com/windmill-labs/windmill/compare/v1.491.2...v1.491.3) (2025-05-15)
+
+
+### Bug Fixes
+
+* **frontend:** fix accordeon tabs initialization ([f488903](https://github.com/windmill-labs/windmill/commit/f488903635a1457f839ca641ed4f8d0891ef8212))
+* http trigger routers cache version sequence ([#5755](https://github.com/windmill-labs/windmill/issues/5755)) ([d53bceb](https://github.com/windmill-labs/windmill/commit/d53bceb8004541b79d33220ae8de06d25521da91))
+
+## [1.491.2](https://github.com/windmill-labs/windmill/compare/v1.491.1...v1.491.2) (2025-05-15)
+
+
+### Bug Fixes
+
+* **cli:** --version improvement ([f8f2015](https://github.com/windmill-labs/windmill/commit/f8f201564f7a323eb96f6dc684a525a0784d41f2))
+* http trigger signature validation ([#5753](https://github.com/windmill-labs/windmill/issues/5753)) ([9e9514b](https://github.com/windmill-labs/windmill/commit/9e9514b9af2337e143a9e4cf1e915e1477032e80))
+* Improve indexer performance by factoring required queries to the DB # ([#5749](https://github.com/windmill-labs/windmill/issues/5749)) ([b12feaf](https://github.com/windmill-labs/windmill/commit/b12feaf50ae0ef03816719ff39157fcf55159dbf))
+* improve perf of job deletion ([0efba94](https://github.com/windmill-labs/windmill/commit/0efba945bac9b84a489c6ef552e834593f209fe1))
+
+
+### Performance Improvements
+
+* cache http trigger routers and auth ([#5748](https://github.com/windmill-labs/windmill/issues/5748)) ([ddd18d2](https://github.com/windmill-labs/windmill/commit/ddd18d22a615408a9f57f910d0a58f17e6d6e29d))
+
+## [1.491.1](https://github.com/windmill-labs/windmill/compare/v1.491.0...v1.491.1) (2025-05-15)
+
+
+### Bug Fixes
+
+* avoid deadlocks in sending completed job to result processors ([#5742](https://github.com/windmill-labs/windmill/issues/5742)) ([e87d4f3](https://github.com/windmill-labs/windmill/commit/e87d4f3c1afb4ad356b326b7600c89e6c7803eff))
+
 ## [1.491.0](https://github.com/windmill-labs/windmill/compare/v1.490.0...v1.491.0) (2025-05-14)
 
 

CLAUDE.md

@@ -0,0 +1,3 @@
+To have an overview of what this app does, see @.cursor/rules/windmill-overview.mdc
+For backend modifications, follow the rules mentioned here @.cursor/rules/rust-best-practices.mdc
+For frontend modifications, follow the rules mentioned here @.cursor/rules/svelte5-best-practices.mdc

backend/.gitignore

@@ -5,4 +5,5 @@ oauth2.json
 tracing.folded
 heaptrack*
 index/
-windmill-api/openapi-*.*
+windmill-api/openapi-*.*
+.duckdb/*

backend/.sqlx/query-0e296134f05593edc989c628c00cbb60a5446993217baffa83f843bc12a5ac73.json

@@ -1,35 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "SELECT\n                    value->'preprocessor_module' IS NOT NULL as has_preprocessor,\n                    value->'preprocessor_module'->'value'->'input_transforms'->'wm_trigger' IS NOT NULL as is_v1_preprocessor,\n                    schema as \"schema: _\"\n                FROM flow \n                WHERE workspace_id = $1 \n                    AND path = $2",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "has_preprocessor",
-        "type_info": "Bool"
-      },
-      {
-        "ordinal": 1,
-        "name": "is_v1_preprocessor",
-        "type_info": "Bool"
-      },
-      {
-        "ordinal": 2,
-        "name": "schema: _",
-        "type_info": "Json"
-      }
-    ],
-    "parameters": {
-      "Left": [
-        "Text",
-        "Text"
-      ]
-    },
-    "nullable": [
-      null,
-      null,
-      true
-    ]
-  },
-  "hash": "0e296134f05593edc989c628c00cbb60a5446993217baffa83f843bc12a5ac73"
-}

backend/.sqlx/query-16be720bf1c88ecfa2a4bf6adbb1924df4817b6236b3a949209465f3a2c42bb9.json

@@ -0,0 +1,20 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "SELECT nextval('http_trigger_version_seq')",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "nextval",
+        "type_info": "Int8"
+      }
+    ],
+    "parameters": {
+      "Left": []
+    },
+    "nullable": [
+      null
+    ]
+  },
+  "hash": "16be720bf1c88ecfa2a4bf6adbb1924df4817b6236b3a949209465f3a2c42bb9"
+}

backend/.sqlx/query-1d819b829cd92995c39d29540df8cffbcc3334bada244a331a0bd8db06029d42.json

@@ -1,22 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "DELETE FROM v2_job_completed c\n                    USING v2_job j\n                    WHERE\n                        created_at <= now() - ($1::bigint::text || ' s')::interval\n                        AND completed_at + ($1::bigint::text || ' s')::interval <= now()\n                        AND c.id = j.id\n                    RETURNING c.id",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "id",
-        "type_info": "Uuid"
-      }
-    ],
-    "parameters": {
-      "Left": [
-        "Int8"
-      ]
-    },
-    "nullable": [
-      false
-    ]
-  },
-  "hash": "1d819b829cd92995c39d29540df8cffbcc3334bada244a331a0bd8db06029d42"
-}

backend/.sqlx/query-1eeb218c30c0a6b0f7633813c764f57f8968894b4786b94109a057796ff500e4.json

@@ -1,6 +1,6 @@
 {
   "db_name": "PostgreSQL",
-  "query": "\n            SELECT \n                path, \n                script_path, \n                is_flow, \n                route_path, \n                authentication_resource_path,\n                workspace_id, \n                is_async, \n                authentication_method  AS \"authentication_method: _\", \n                edited_by, \n                email, \n                static_asset_config AS \"static_asset_config: _\",\n                wrap_body,\n                raw_string,\n                workspaced_route,\n                is_static_website\n            FROM \n                http_trigger \n            WHERE \n                http_method = $1\n            ",
+  "query": "\n                    SELECT \n                        path, \n                        script_path, \n                        is_flow, \n                        route_path, \n                        authentication_resource_path,\n                        workspace_id, \n                        is_async, \n                        authentication_method  AS \"authentication_method: _\", \n                        edited_by, \n                        email, \n                        static_asset_config AS \"static_asset_config: _\",\n                        wrap_body,\n                        raw_string,\n                        workspaced_route,\n                        is_static_website\n                    FROM \n                        http_trigger \n                    WHERE \n                        http_method = $1\n                    ",
   "describe": {
     "columns": [
       {
@@ -129,5 +129,5 @@
       false
     ]
   },
-  "hash": "4053f0bb30f651ddf2214115748daca0ea457da8252394eeeead0897d184f6da"
+  "hash": "1eeb218c30c0a6b0f7633813c764f57f8968894b4786b94109a057796ff500e4"
 }

backend/.sqlx/query-20fd50949796913dd48f67ee75b11272ce5b3046f87b9efd504e013fba9724f5.json

@@ -0,0 +1,20 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "SELECT last_value FROM http_trigger_version_seq",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "last_value",
+        "type_info": "Int8"
+      }
+    ],
+    "parameters": {
+      "Left": []
+    },
+    "nullable": [
+      false
+    ]
+  },
+  "hash": "20fd50949796913dd48f67ee75b11272ce5b3046f87b9efd504e013fba9724f5"
+}

backend/.sqlx/query-234acda79d470e99e9cbde5c7401d6f7894c25f90e39ec8606f79b8be56d1c17.json

@@ -0,0 +1,23 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "\n                        SELECT EXISTS(\n                            SELECT 1\n                            FROM \n                                http_trigger \n                            WHERE \n                                workspace_id = $1 AND \n                                path = $2\n                        )\n                        ",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "exists",
+        "type_info": "Bool"
+      }
+    ],
+    "parameters": {
+      "Left": [
+        "Text",
+        "Text"
+      ]
+    },
+    "nullable": [
+      null
+    ]
+  },
+  "hash": "234acda79d470e99e9cbde5c7401d6f7894c25f90e39ec8606f79b8be56d1c17"
+}

backend/.sqlx/query-282afbff89d3186d47ef5dbd0b65026ad37fb31b485fc44b6ec257dd77825428.json

@@ -1,41 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "SELECT created_by, coalesce(job_logs.logs, '') as logs, job_logs.log_offset, job_logs.log_file_index\n        FROM v2_as_completed_job\n        LEFT JOIN job_logs ON job_logs.job_id = v2_as_completed_job.id\n        WHERE v2_as_completed_job.id = $1 AND v2_as_completed_job.workspace_id = $2",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "created_by",
-        "type_info": "Varchar"
-      },
-      {
-        "ordinal": 1,
-        "name": "logs",
-        "type_info": "Text"
-      },
-      {
-        "ordinal": 2,
-        "name": "log_offset",
-        "type_info": "Int4"
-      },
-      {
-        "ordinal": 3,
-        "name": "log_file_index",
-        "type_info": "TextArray"
-      }
-    ],
-    "parameters": {
-      "Left": [
-        "Uuid",
-        "Text"
-      ]
-    },
-    "nullable": [
-      true,
-      null,
-      false,
-      true
-    ]
-  },
-  "hash": "282afbff89d3186d47ef5dbd0b65026ad37fb31b485fc44b6ec257dd77825428"
-}

backend/.sqlx/query-2a33a35afc1ba4c31a5713cfd1a2c662f25cda387197aaf9f35000df31b8b07d.json

@@ -0,0 +1,12 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "DROP INDEX CONCURRENTLY IF EXISTS log_file_hostname_log_ts_idx",
+  "describe": {
+    "columns": [],
+    "parameters": {
+      "Left": []
+    },
+    "nullable": []
+  },
+  "hash": "2a33a35afc1ba4c31a5713cfd1a2c662f25cda387197aaf9f35000df31b8b07d"
+}

backend/.sqlx/query-49943f69ed74bc889120dcd2571e8e868a4f4795933044ff95b20d8df45cd145.json

@@ -0,0 +1,12 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "CREATE INDEX CONCURRENTLY IF NOT EXISTS ix_job_completed_completed_at ON v2_job_completed (completed_at DESC)",
+  "describe": {
+    "columns": [],
+    "parameters": {
+      "Left": []
+    },
+    "nullable": []
+  },
+  "hash": "49943f69ed74bc889120dcd2571e8e868a4f4795933044ff95b20d8df45cd145"
+}

backend/.sqlx/query-52ad0c838d19cbd9e90b8368abe71dd12655179f41f43896e7d30fdfb3ae5939.json

@@ -1,15 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "WITH job_result AS (\n                 SELECT result \n                 FROM v2_job_completed \n                 WHERE id = $1\n             )\n             UPDATE v2_job \n             SET args = COALESCE(\n                     CASE \n                         WHEN job_result.result IS NULL THEN NULL\n                         WHEN jsonb_typeof(job_result.result) = 'object' \n                         THEN job_result.result\n                         WHEN jsonb_typeof(job_result.result) = 'null'\n                         THEN NULL\n                         ELSE jsonb_build_object('value', job_result.result)\n                     END, \n                     '{}'::jsonb\n                 ),\n                 preprocessed = TRUE\n             FROM job_result\n             WHERE v2_job.id = $2;\n             ",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Left": [
-        "Uuid",
-        "Uuid"
-      ]
-    },
-    "nullable": []
-  },
-  "hash": "52ad0c838d19cbd9e90b8368abe71dd12655179f41f43896e7d30fdfb3ae5939"
-}

backend/.sqlx/query-551fee7919fdeb911e3f9cc5852e158ea47e3db4895c2b2b1d3cb6b16fceeda9.json

@@ -0,0 +1,23 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "SELECT fv.id\n                                                                                FROM flow f\n                                                                                INNER JOIN flow_version fv ON fv.id = f.versions[array_upper(f.versions, 1)]\n                                                                                WHERE fv.value->'preprocessor_module'->'value'->>'path' = $1 AND f.workspace_id = $2",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "id",
+        "type_info": "Int8"
+      }
+    ],
+    "parameters": {
+      "Left": [
+        "Text",
+        "Text"
+      ]
+    },
+    "nullable": [
+      false
+    ]
+  },
+  "hash": "551fee7919fdeb911e3f9cc5852e158ea47e3db4895c2b2b1d3cb6b16fceeda9"
+}

backend/.sqlx/query-5820d34be1a7f7b72e656c692f53146f45ad4a6e584e917a0a86280d8f473c10.json

@@ -0,0 +1,22 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "DELETE FROM v2_job_completed c\n                    WHERE completed_at <= now() - ($1::bigint::text || ' s')::interval \n                    RETURNING c.id",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "id",
+        "type_info": "Uuid"
+      }
+    ],
+    "parameters": {
+      "Left": [
+        "Int8"
+      ]
+    },
+    "nullable": [
+      false
+    ]
+  },
+  "hash": "5820d34be1a7f7b72e656c692f53146f45ad4a6e584e917a0a86280d8f473c10"
+}

backend/.sqlx/query-6e2564dc37ee967c634deade67ceabc4c516418e595dee9cd7d651acc1f4af6e.json

@@ -0,0 +1,248 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "SELECT\n                            cj.id AS \"id!\",\n                            cj.workspace_id AS \"workspace_id!\",\n                            cj.parent_job,\n                            cj.created_by AS \"created_by!\",\n                            cj.duration_ms AS \"duration_ms!\",\n                            cj.success AS \"success!\",\n                            cj.script_hash AS \"script_hash!: Option<ScriptHash>\",\n                            cj.script_path,\n                            cj.args AS \"args: sqlx::types::Json<HashMap<String, Box<RawValue>>>\",\n                            cj.result AS \"result: sqlx::types::Json<Box<RawValue>>\",\n                            cj.deleted AS \"deleted!\",\n                            cj.canceled AS \"canceled!\",\n                            cj.canceled_by,\n                            cj.canceled_reason,\n                            cj.job_kind AS \"job_kind!: JobKind\",\n                            cj.schedule_path,\n                            cj.permissioned_as AS \"permissioned_as!\",\n                            cj.is_flow_step AS \"is_flow_step!\",\n                            cj.language AS \"language: ScriptLang\",\n                            cj.is_skipped AS \"is_skipped!\",\n                            cj.email AS \"email!\",\n                            cj.visible_to_owner AS \"visible_to_owner!\",\n                            cj.mem_peak,\n                            cj.tag AS \"tag!\",\n                            cj.created_at AS \"created_at!\",\n                            cj.started_at,\n                            job_logs.logs,\n                            job_logs.log_offset AS \"log_offset?\",\n                            job_logs.log_file_index\n\n                        FROM v2_as_completed_job AS cj\n                        LEFT JOIN job_logs ON cj.id = job_logs.job_id\n                        WHERE (cj.created_at > $1 AND cj.created_at < $3)\n                               OR cj.id = ANY($2)\n                        ORDER BY cj.created_at ASC LIMIT $4",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "id!",
+        "type_info": "Uuid"
+      },
+      {
+        "ordinal": 1,
+        "name": "workspace_id!",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 2,
+        "name": "parent_job",
+        "type_info": "Uuid"
+      },
+      {
+        "ordinal": 3,
+        "name": "created_by!",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 4,
+        "name": "duration_ms!",
+        "type_info": "Int8"
+      },
+      {
+        "ordinal": 5,
+        "name": "success!",
+        "type_info": "Bool"
+      },
+      {
+        "ordinal": 6,
+        "name": "script_hash!: Option<ScriptHash>",
+        "type_info": "Int8"
+      },
+      {
+        "ordinal": 7,
+        "name": "script_path",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 8,
+        "name": "args: sqlx::types::Json<HashMap<String, Box<RawValue>>>",
+        "type_info": "Jsonb"
+      },
+      {
+        "ordinal": 9,
+        "name": "result: sqlx::types::Json<Box<RawValue>>",
+        "type_info": "Jsonb"
+      },
+      {
+        "ordinal": 10,
+        "name": "deleted!",
+        "type_info": "Bool"
+      },
+      {
+        "ordinal": 11,
+        "name": "canceled!",
+        "type_info": "Bool"
+      },
+      {
+        "ordinal": 12,
+        "name": "canceled_by",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 13,
+        "name": "canceled_reason",
+        "type_info": "Text"
+      },
+      {
+        "ordinal": 14,
+        "name": "job_kind!: JobKind",
+        "type_info": {
+          "Custom": {
+            "name": "job_kind",
+            "kind": {
+              "Enum": [
+                "script",
+                "preview",
+                "flow",
+                "dependencies",
+                "flowpreview",
+                "script_hub",
+                "identity",
+                "flowdependencies",
+                "http",
+                "graphql",
+                "postgresql",
+                "noop",
+                "appdependencies",
+                "deploymentcallback",
+                "singlescriptflow",
+                "flowscript",
+                "flownode",
+                "appscript"
+              ]
+            }
+          }
+        }
+      },
+      {
+        "ordinal": 15,
+        "name": "schedule_path",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 16,
+        "name": "permissioned_as!",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 17,
+        "name": "is_flow_step!",
+        "type_info": "Bool"
+      },
+      {
+        "ordinal": 18,
+        "name": "language: ScriptLang",
+        "type_info": {
+          "Custom": {
+            "name": "script_lang",
+            "kind": {
+              "Enum": [
+                "python3",
+                "deno",
+                "go",
+                "bash",
+                "postgresql",
+                "nativets",
+                "bun",
+                "mysql",
+                "bigquery",
+                "snowflake",
+                "graphql",
+                "powershell",
+                "mssql",
+                "php",
+                "bunnative",
+                "rust",
+                "ansible",
+                "csharp",
+                "oracledb",
+                "nu",
+                "java"
+              ]
+            }
+          }
+        }
+      },
+      {
+        "ordinal": 19,
+        "name": "is_skipped!",
+        "type_info": "Bool"
+      },
+      {
+        "ordinal": 20,
+        "name": "email!",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 21,
+        "name": "visible_to_owner!",
+        "type_info": "Bool"
+      },
+      {
+        "ordinal": 22,
+        "name": "mem_peak",
+        "type_info": "Int4"
+      },
+      {
+        "ordinal": 23,
+        "name": "tag!",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 24,
+        "name": "created_at!",
+        "type_info": "Timestamptz"
+      },
+      {
+        "ordinal": 25,
+        "name": "started_at",
+        "type_info": "Timestamptz"
+      },
+      {
+        "ordinal": 26,
+        "name": "logs",
+        "type_info": "Text"
+      },
+      {
+        "ordinal": 27,
+        "name": "log_offset?",
+        "type_info": "Int4"
+      },
+      {
+        "ordinal": 28,
+        "name": "log_file_index",
+        "type_info": "TextArray"
+      }
+    ],
+    "parameters": {
+      "Left": [
+        "Timestamptz",
+        "UuidArray",
+        "Timestamptz",
+        "Int8"
+      ]
+    },
+    "nullable": [
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      false,
+      true
+    ]
+  },
+  "hash": "6e2564dc37ee967c634deade67ceabc4c516418e595dee9cd7d651acc1f4af6e"
+}

backend/.sqlx/query-91f23fcc27777c279c79e2682fc15c026e55f9ec3799be65a2e8920fe6174a17.json

@@ -0,0 +1,22 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "SELECT result  as \"result: Json<HashMap<String, Box<RawValue>>>\"\n                 FROM v2_job_completed \n                 WHERE id = $1",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "result: Json<HashMap<String, Box<RawValue>>>",
+        "type_info": "Jsonb"
+      }
+    ],
+    "parameters": {
+      "Left": [
+        "Uuid"
+      ]
+    },
+    "nullable": [
+      true
+    ]
+  },
+  "hash": "91f23fcc27777c279c79e2682fc15c026e55f9ec3799be65a2e8920fe6174a17"
+}

backend/.sqlx/query-927149213e0f8ae983652ef80464f646d6be80e702193f1acdd40dd6033652e4.json

@@ -1,134 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "\n            SELECT \n                path, \n                script_path, \n                is_flow, \n                route_path, \n                workspace_id, \n                is_async, \n                authentication_method  AS \"authentication_method: _\", \n                edited_by, \n                email,\n                static_asset_config AS \"static_asset_config: _\",\n                wrap_body,\n                raw_string,\n                workspaced_route,\n                is_static_website,\n                authentication_resource_path\n            FROM \n                http_trigger \n            WHERE \n                workspace_id = $1 AND \n                http_method = $2\n            ",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "path",
-        "type_info": "Varchar"
-      },
-      {
-        "ordinal": 1,
-        "name": "script_path",
-        "type_info": "Varchar"
-      },
-      {
-        "ordinal": 2,
-        "name": "is_flow",
-        "type_info": "Bool"
-      },
-      {
-        "ordinal": 3,
-        "name": "route_path",
-        "type_info": "Varchar"
-      },
-      {
-        "ordinal": 4,
-        "name": "workspace_id",
-        "type_info": "Varchar"
-      },
-      {
-        "ordinal": 5,
-        "name": "is_async",
-        "type_info": "Bool"
-      },
-      {
-        "ordinal": 6,
-        "name": "authentication_method: _",
-        "type_info": {
-          "Custom": {
-            "name": "authentication_method",
-            "kind": {
-              "Enum": [
-                "none",
-                "windmill",
-                "api_key",
-                "basic_http",
-                "custom_script",
-                "signature"
-              ]
-            }
-          }
-        }
-      },
-      {
-        "ordinal": 7,
-        "name": "edited_by",
-        "type_info": "Varchar"
-      },
-      {
-        "ordinal": 8,
-        "name": "email",
-        "type_info": "Varchar"
-      },
-      {
-        "ordinal": 9,
-        "name": "static_asset_config: _",
-        "type_info": "Jsonb"
-      },
-      {
-        "ordinal": 10,
-        "name": "wrap_body",
-        "type_info": "Bool"
-      },
-      {
-        "ordinal": 11,
-        "name": "raw_string",
-        "type_info": "Bool"
-      },
-      {
-        "ordinal": 12,
-        "name": "workspaced_route",
-        "type_info": "Bool"
-      },
-      {
-        "ordinal": 13,
-        "name": "is_static_website",
-        "type_info": "Bool"
-      },
-      {
-        "ordinal": 14,
-        "name": "authentication_resource_path",
-        "type_info": "Varchar"
-      }
-    ],
-    "parameters": {
-      "Left": [
-        "Text",
-        {
-          "Custom": {
-            "name": "http_method",
-            "kind": {
-              "Enum": [
-                "get",
-                "post",
-                "put",
-                "delete",
-                "patch"
-              ]
-            }
-          }
-        }
-      ]
-    },
-    "nullable": [
-      false,
-      false,
-      false,
-      false,
-      false,
-      false,
-      false,
-      false,
-      false,
-      true,
-      false,
-      false,
-      false,
-      false,
-      true
-    ]
-  },
-  "hash": "927149213e0f8ae983652ef80464f646d6be80e702193f1acdd40dd6033652e4"
-}

backend/.sqlx/query-9a9e4a8779b0bf8a275d029221dfa1465e5d44cd8a7be5879219ffc8cd7ae6b1.json

@@ -1,6 +1,6 @@
 {
   "db_name": "PostgreSQL",
-  "query": "INSERT INTO pip_resolution_cache (hash, lockfile, expiration) VALUES ($1, $2, now() + ('3 days')::interval) ON CONFLICT (hash) DO UPDATE SET lockfile = $2",
+  "query": "INSERT INTO pip_resolution_cache (hash, lockfile, expiration) VALUES ($1, $2, now() + ('5 mins')::interval) ON CONFLICT (hash) DO UPDATE SET lockfile = $2",
   "describe": {
     "columns": [],
     "parameters": {
@@ -11,5 +11,5 @@
     },
     "nullable": []
   },
-  "hash": "4fb3881cdbb4b9e93e28f460a9b3715bdc6a52b76c89f3a3913023b13c4e085c"
+  "hash": "9a9e4a8779b0bf8a275d029221dfa1465e5d44cd8a7be5879219ffc8cd7ae6b1"
 }

backend/.sqlx/query-a8ca4e588e0bf3c4bba2fe4b68a5364e4cba99964513599f8a012a5680d3dca8.json

@@ -0,0 +1,12 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "CREATE INDEX CONCURRENTLY IF NOT EXISTS alerts_by_workspace ON alerts (workspace_id);",
+  "describe": {
+    "columns": [],
+    "parameters": {
+      "Left": []
+    },
+    "nullable": []
+  },
+  "hash": "a8ca4e588e0bf3c4bba2fe4b68a5364e4cba99964513599f8a012a5680d3dca8"
+}

backend/.sqlx/query-b3dbdfb50ee8118bdaed3164b210cb549a34b96554ae1872355b90304f5dcb76.json

@@ -18,8 +18,8 @@
       "Left": []
     },
     "nullable": [
-      true,
-      false
+      false,
+      true
     ]
   },
   "hash": "b3dbdfb50ee8118bdaed3164b210cb549a34b96554ae1872355b90304f5dcb76"

backend/.sqlx/query-b7335ac24702c86fbb4ab95916a6aa1648082287b09122755df2462dc71ce831.json

@@ -0,0 +1,46 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "\n        WITH j AS (\n            SELECT \n                raw_flow->>'concurrency_key' as concurrency_key, \n                raw_flow->>'concurrency_time_window_s' as concurrency_time_window_s,\n                raw_flow->>'concurrency_limit' as concurrent_limit,\n                runnable_path, \n                runnable_id as version FROM v2_job\n            WHERE id = $1\n        )\n        SELECT tag, j.concurrency_key, j.concurrency_time_window_s::int, j.concurrent_limit::int, j.version\n            FROM flow, j\n            WHERE path = j.runnable_path\n        ",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "tag",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 1,
+        "name": "concurrency_key",
+        "type_info": "Text"
+      },
+      {
+        "ordinal": 2,
+        "name": "concurrency_time_window_s",
+        "type_info": "Int4"
+      },
+      {
+        "ordinal": 3,
+        "name": "concurrent_limit",
+        "type_info": "Int4"
+      },
+      {
+        "ordinal": 4,
+        "name": "version",
+        "type_info": "Int8"
+      }
+    ],
+    "parameters": {
+      "Left": [
+        "Uuid"
+      ]
+    },
+    "nullable": [
+      true,
+      null,
+      null,
+      null,
+      true
+    ]
+  },
+  "hash": "b7335ac24702c86fbb4ab95916a6aa1648082287b09122755df2462dc71ce831"
+}

backend/.sqlx/query-c51f9ad5133c46fd7c499b8339dbbf3f3059bbb85de07ee3b4b4cea971984a52.json

@@ -0,0 +1,132 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "\n                SELECT\n                    mqtt_resource_path,\n                    subscribe_topics as \"subscribe_topics: _\",\n                    v3_config as \"v3_config: _\",\n                    v5_config as \"v5_config: _\",\n                    client_version AS \"client_version: _\",\n                    client_id,\n                    workspace_id,\n                    path,\n                    script_path,\n                    is_flow,\n                    edited_by,\n                    email,\n                    edited_at,\n                    server_id,\n                    last_server_ping,\n                    extra_perms,\n                    error,\n                    enabled\n                FROM \n                    mqtt_trigger\n                ",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "mqtt_resource_path",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 1,
+        "name": "subscribe_topics: _",
+        "type_info": "JsonbArray"
+      },
+      {
+        "ordinal": 2,
+        "name": "v3_config: _",
+        "type_info": "Jsonb"
+      },
+      {
+        "ordinal": 3,
+        "name": "v5_config: _",
+        "type_info": "Jsonb"
+      },
+      {
+        "ordinal": 4,
+        "name": "client_version: _",
+        "type_info": {
+          "Custom": {
+            "name": "mqtt_client_version",
+            "kind": {
+              "Enum": [
+                "v3",
+                "v5"
+              ]
+            }
+          }
+        }
+      },
+      {
+        "ordinal": 5,
+        "name": "client_id",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 6,
+        "name": "workspace_id",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 7,
+        "name": "path",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 8,
+        "name": "script_path",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 9,
+        "name": "is_flow",
+        "type_info": "Bool"
+      },
+      {
+        "ordinal": 10,
+        "name": "edited_by",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 11,
+        "name": "email",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 12,
+        "name": "edited_at",
+        "type_info": "Timestamptz"
+      },
+      {
+        "ordinal": 13,
+        "name": "server_id",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 14,
+        "name": "last_server_ping",
+        "type_info": "Timestamptz"
+      },
+      {
+        "ordinal": 15,
+        "name": "extra_perms",
+        "type_info": "Jsonb"
+      },
+      {
+        "ordinal": 16,
+        "name": "error",
+        "type_info": "Text"
+      },
+      {
+        "ordinal": 17,
+        "name": "enabled",
+        "type_info": "Bool"
+      }
+    ],
+    "parameters": {
+      "Left": []
+    },
+    "nullable": [
+      false,
+      false,
+      true,
+      true,
+      false,
+      true,
+      false,
+      false,
+      false,
+      false,
+      false,
+      false,
+      false,
+      true,
+      true,
+      false,
+      true,
+      false
+    ]
+  },
+  "hash": "c51f9ad5133c46fd7c499b8339dbbf3f3059bbb85de07ee3b4b4cea971984a52"
+}

backend/.sqlx/query-e07660e8d2a265cb6a83f3a2bb8e7e6330f09ab116e9837f6f16f8fdef938004.json

@@ -0,0 +1,18 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "WITH job_result AS (\n                 SELECT result \n                 FROM v2_job_completed \n                 WHERE id = $1\n             ),\n             updated_queue AS (\n                UPDATE v2_job_queue\n                SET running = false,\n                tag = COALESCE($3, tag)\n                WHERE id = $2\n             )\n             UPDATE v2_job \n             SET \n                tag = COALESCE($3, tag),\n                concurrent_limit = COALESCE($4, concurrent_limit),\n                concurrency_time_window_s = COALESCE($5, concurrency_time_window_s),\n                args = COALESCE(\n                     CASE \n                         WHEN job_result.result IS NULL THEN NULL\n                         WHEN jsonb_typeof(job_result.result) = 'object' \n                         THEN job_result.result\n                         WHEN jsonb_typeof(job_result.result) = 'null'\n                         THEN NULL\n                         ELSE jsonb_build_object('value', job_result.result)\n                     END, \n                     '{}'::jsonb\n                 ),\n                 preprocessed = TRUE\n             FROM job_result\n             WHERE v2_job.id = $2;\n             ",
+  "describe": {
+    "columns": [],
+    "parameters": {
+      "Left": [
+        "Uuid",
+        "Uuid",
+        "Varchar",
+        "Int4",
+        "Int4"
+      ]
+    },
+    "nullable": []
+  },
+  "hash": "e07660e8d2a265cb6a83f3a2bb8e7e6330f09ab116e9837f6f16f8fdef938004"
+}

backend/.sqlx/query-e7348225a27bbdc9607d7c799e7192cd6ce4088467d91a5cbdc019430320d26d.json

@@ -0,0 +1,29 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "SELECT\n                    value->'preprocessor_module'->'value' as \"preprocessor_module: _\",\n                    schema as \"schema: _\"\n                FROM flow_version\n                WHERE \n                    path = $1\n                    AND workspace_id = $2\n                ORDER BY created_at DESC\n                LIMIT 1",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "preprocessor_module: _",
+        "type_info": "Jsonb"
+      },
+      {
+        "ordinal": 1,
+        "name": "schema: _",
+        "type_info": "Json"
+      }
+    ],
+    "parameters": {
+      "Left": [
+        "Text",
+        "Text"
+      ]
+    },
+    "nullable": [
+      null,
+      true
+    ]
+  },
+  "hash": "e7348225a27bbdc9607d7c799e7192cd6ce4088467d91a5cbdc019430320d26d"
+}

backend/.sqlx/query-f22964772dc2d67aee437bbbd08b64792c00da1d713d7ca8f9904ccce7bfdae7.json

@@ -0,0 +1,246 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "SELECT\n                            cj.id AS \"id!\",\n                            cj.workspace_id AS \"workspace_id!\",\n                            cj.parent_job,\n                            cj.created_by AS \"created_by!\",\n                            cj.duration_ms AS \"duration_ms!\",\n                            cj.success AS \"success!\",\n                            cj.script_hash AS \"script_hash!: Option<ScriptHash>\",\n                            cj.script_path,\n                            cj.args AS \"args: sqlx::types::Json<HashMap<String, Box<RawValue>>>\",\n                            cj.result AS \"result: sqlx::types::Json<Box<RawValue>>\",\n                            cj.deleted AS \"deleted!\",\n                            cj.canceled AS \"canceled!\",\n                            cj.canceled_by,\n                            cj.canceled_reason,\n                            cj.job_kind AS \"job_kind!: JobKind\",\n                            cj.schedule_path,\n                            cj.permissioned_as AS \"permissioned_as!\",\n                            cj.is_flow_step AS \"is_flow_step!\",\n                            cj.language AS \"language: ScriptLang\",\n                            cj.is_skipped AS \"is_skipped!\",\n                            cj.email AS \"email!\",\n                            cj.visible_to_owner AS \"visible_to_owner!\",\n                            cj.mem_peak,\n                            cj.tag AS \"tag!\",\n                            cj.created_at AS \"created_at!\",\n                            cj.started_at,\n                            job_logs.logs,\n                            job_logs.log_offset AS \"log_offset?\",\n                            job_logs.log_file_index\n\n                        FROM v2_as_completed_job AS cj\n                        LEFT JOIN job_logs ON cj.id = job_logs.job_id\n                        WHERE cj.created_at < $1\n                        ORDER BY cj.created_at ASC LIMIT $2",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "id!",
+        "type_info": "Uuid"
+      },
+      {
+        "ordinal": 1,
+        "name": "workspace_id!",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 2,
+        "name": "parent_job",
+        "type_info": "Uuid"
+      },
+      {
+        "ordinal": 3,
+        "name": "created_by!",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 4,
+        "name": "duration_ms!",
+        "type_info": "Int8"
+      },
+      {
+        "ordinal": 5,
+        "name": "success!",
+        "type_info": "Bool"
+      },
+      {
+        "ordinal": 6,
+        "name": "script_hash!: Option<ScriptHash>",
+        "type_info": "Int8"
+      },
+      {
+        "ordinal": 7,
+        "name": "script_path",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 8,
+        "name": "args: sqlx::types::Json<HashMap<String, Box<RawValue>>>",
+        "type_info": "Jsonb"
+      },
+      {
+        "ordinal": 9,
+        "name": "result: sqlx::types::Json<Box<RawValue>>",
+        "type_info": "Jsonb"
+      },
+      {
+        "ordinal": 10,
+        "name": "deleted!",
+        "type_info": "Bool"
+      },
+      {
+        "ordinal": 11,
+        "name": "canceled!",
+        "type_info": "Bool"
+      },
+      {
+        "ordinal": 12,
+        "name": "canceled_by",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 13,
+        "name": "canceled_reason",
+        "type_info": "Text"
+      },
+      {
+        "ordinal": 14,
+        "name": "job_kind!: JobKind",
+        "type_info": {
+          "Custom": {
+            "name": "job_kind",
+            "kind": {
+              "Enum": [
+                "script",
+                "preview",
+                "flow",
+                "dependencies",
+                "flowpreview",
+                "script_hub",
+                "identity",
+                "flowdependencies",
+                "http",
+                "graphql",
+                "postgresql",
+                "noop",
+                "appdependencies",
+                "deploymentcallback",
+                "singlescriptflow",
+                "flowscript",
+                "flownode",
+                "appscript"
+              ]
+            }
+          }
+        }
+      },
+      {
+        "ordinal": 15,
+        "name": "schedule_path",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 16,
+        "name": "permissioned_as!",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 17,
+        "name": "is_flow_step!",
+        "type_info": "Bool"
+      },
+      {
+        "ordinal": 18,
+        "name": "language: ScriptLang",
+        "type_info": {
+          "Custom": {
+            "name": "script_lang",
+            "kind": {
+              "Enum": [
+                "python3",
+                "deno",
+                "go",
+                "bash",
+                "postgresql",
+                "nativets",
+                "bun",
+                "mysql",
+                "bigquery",
+                "snowflake",
+                "graphql",
+                "powershell",
+                "mssql",
+                "php",
+                "bunnative",
+                "rust",
+                "ansible",
+                "csharp",
+                "oracledb",
+                "nu",
+                "java"
+              ]
+            }
+          }
+        }
+      },
+      {
+        "ordinal": 19,
+        "name": "is_skipped!",
+        "type_info": "Bool"
+      },
+      {
+        "ordinal": 20,
+        "name": "email!",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 21,
+        "name": "visible_to_owner!",
+        "type_info": "Bool"
+      },
+      {
+        "ordinal": 22,
+        "name": "mem_peak",
+        "type_info": "Int4"
+      },
+      {
+        "ordinal": 23,
+        "name": "tag!",
+        "type_info": "Varchar"
+      },
+      {
+        "ordinal": 24,
+        "name": "created_at!",
+        "type_info": "Timestamptz"
+      },
+      {
+        "ordinal": 25,
+        "name": "started_at",
+        "type_info": "Timestamptz"
+      },
+      {
+        "ordinal": 26,
+        "name": "logs",
+        "type_info": "Text"
+      },
+      {
+        "ordinal": 27,
+        "name": "log_offset?",
+        "type_info": "Int4"
+      },
+      {
+        "ordinal": 28,
+        "name": "log_file_index",
+        "type_info": "TextArray"
+      }
+    ],
+    "parameters": {
+      "Left": [
+        "Timestamptz",
+        "Int8"
+      ]
+    },
+    "nullable": [
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      false,
+      true
+    ]
+  },
+  "hash": "f22964772dc2d67aee437bbbd08b64792c00da1d713d7ca8f9904ccce7bfdae7"
+}

backend/.sqlx/query-f632d08a8d3df691fff9f57fdf926f787287c3cd181a6853056077edba10473d.json

@@ -1,23 +0,0 @@
-{
-  "db_name": "PostgreSQL",
-  "query": "\n                SELECT EXISTS(\n                    SELECT 1 \n                    FROM \n                        http_trigger \n                    WHERE \n                        workspace_id = $1 AND \n                        path = $2\n                )\n                ",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "exists",
-        "type_info": "Bool"
-      }
-    ],
-    "parameters": {
-      "Left": [
-        "Text",
-        "Text"
-      ]
-    },
-    "nullable": [
-      null
-    ]
-  },
-  "hash": "f632d08a8d3df691fff9f57fdf926f787287c3cd181a6853056077edba10473d"
-}

backend/.sqlx/query-fec6d5674dc6b5a6a0ece419c40508835affcb7679a48f2a443777e829bd1e74.json

@@ -41,11 +41,11 @@
       ]
     },
     "nullable": [
-      true,
-      true,
-      true,
-      true,
-      true,
+      false,
+      false,
+      false,
+      false,
+      false,
       true
     ]
   },

backend/Cargo.toml

@@ -1,6 +1,6 @@
 [package]
 name = "windmill"
-version = "1.491.0"
+version = "1.493.4"
 authors.workspace = true
 edition.workspace = true
 
@@ -32,7 +32,7 @@ members = [
 ]
 
 [workspace.package]
-version = "1.491.0"
+version = "1.493.4"
 authors = ["Ruben Fiszel <ruben@windmill.dev>"]
 edition = "2021"
 
@@ -59,7 +59,7 @@ embedding = ["windmill-api/embedding"]
 parquet = ["windmill-api/parquet", "windmill-common/parquet", "windmill-worker/parquet", "dep:object_store"]
 prometheus = ["windmill-common/prometheus", "windmill-api/prometheus", "windmill-worker/prometheus", "windmill-queue/prometheus", "dep:prometheus"]
 flow_testing = ["windmill-worker/flow_testing"]
-openidconnect = ["windmill-api/openidconnect"]
+openidconnect = ["windmill-api/openidconnect", "windmill-common/openidconnect"]
 cloud = ["windmill-queue/cloud", "windmill-worker/cloud", "windmill-common/cloud", "windmill-api/cloud"]
 jemalloc = ["windmill-common/jemalloc", "dep:tikv-jemallocator", "dep:tikv-jemalloc-sys", "dep:tikv-jemalloc-ctl"]
 tantivy = ["dep:windmill-indexer", "windmill-api/tantivy", "windmill-indexer/enterprise", "windmill-indexer/parquet", "windmill-common/tantivy", "enterprise", "parquet"]
@@ -83,17 +83,18 @@ zip = ["windmill-api/zip"]
 static_frontend = ["windmill-api/static_frontend"]
 scoped_cache = ["windmill-common/scoped_cache"]
 # Languages
-python = ["windmill-worker/python"]
+python = ["windmill-worker/python", "windmill-api/python"]
 rust = ["windmill-worker/rust"]
 mysql = ["windmill-worker/mysql"]
 oracledb = ["windmill-worker/oracledb"]
+duckdb = ["windmill-worker/duckdb"]
 mssql = ["windmill-worker/mssql"]
 bigquery = ["windmill-worker/bigquery"]
 php = ["windmill-worker/php"]
 csharp = ["windmill-worker/csharp"]
 nu = ["windmill-worker/nu"]
 java = ["windmill-worker/java"]
-all_languages = [ "python", "deno_core", "rust", "mysql", "oracledb", "mssql", "bigquery", "csharp", "nu", "php", "java"]
+all_languages = [ "python", "deno_core", "rust", "mysql", "oracledb", "duckdb", "mssql", "bigquery", "csharp", "nu", "php", "java"]
 
 
 [patch.crates-io]
@@ -135,8 +136,11 @@ quote.workspace = true
 memchr.workspace = true
 v8 = { workspace = true, optional = true }
 rustls.workspace = true
+pep440_rs.workspace = true
 systemstat.workspace = true
 size.workspace = true
+strum.workspace = true
+
 
 [target.'cfg(not(target_env = "msvc"))'.dependencies]
 tikv-jemallocator = { optional = true, workspace = true }
@@ -218,6 +222,7 @@ git-version = "^0"
 malachite = "=0.4.18"
 malachite-bigint = "=0.2.0"
 rustpython-parser = "^0"
+pep440_rs = "0.7.3"
 php-parser-rs = { git = "https://github.com/php-rust-tools/parser", rev = "ec4cb411dec09450946ef57920b7ffced7f6495d" }
 cron = "^0"
 mail-send = { version = "0.4.0", features = ["builder"], default-features=false }
@@ -234,8 +239,9 @@ json-pointer = "^0"
 itertools = "^0"
 regex = "^1"
 semver = "^1"
+duckdb = { version = "1.2.2", features = ["bundled"] }
 
-v8 = "=130.0.7"  # Exact version
+v8 = "=130.0.7"  # Exact version NOTE: Do not forget to update version and hash in flake.nix
 deno_fetch = "0.214.0"
 deno_tls = "0.177.0"
 deno_console = "0.190.0"
@@ -342,7 +348,7 @@ openidconnect = { version = "4.0.0-rc.1" }
 aws-config = "^1"
 aws-sdk-sqs = "1.57.0"
 aws-sdk-sts = "^1"
-
+aws-smithy-types-convert = { version = "^0", features = ["convert-chrono"] }
 crc = "^3"
 tar = "^0"
 http = "^1"
@@ -389,3 +395,5 @@ tree-sitter-c-sharp = "0.23.0"
 tree-sitter-java = "0.23.0"
 oracle = { version = "0.6.3", features = ["chrono"] }
 rumqttc = { version = "0.24.0", features = ["use-native-tls"]}
+strum = { version = "0.27", features = ["derive"] }
+strum_macros = "^0"

backend/ee-repo-ref.txt

@@ -1 +1 @@
-0a4b3d0ecc9976951517672702e948651806f40b
+8a2506e86b923c00522cb83b052586f705f7aa8e

backend/migrations/20250514120017_http_trigger_update_notify.down.sql

@@ -0,0 +1,4 @@
+-- Add down migration script here
+DROP TRIGGER http_trigger_change_trigger ON http_trigger;
+DROP FUNCTION notify_http_trigger_change();
+DROP SEQUENCE http_trigger_version_seq;

backend/migrations/20250514120017_http_trigger_update_notify.up.sql

@@ -0,0 +1,15 @@
+-- Add up migration script here
+CREATE OR REPLACE FUNCTION notify_http_trigger_change()
+RETURNS TRIGGER AS $$
+BEGIN
+    PERFORM pg_notify('notify_http_trigger_change', NEW.workspace_id || ':' || NEW.path);
+    RETURN NEW;
+END;
+$$ LANGUAGE plpgsql;
+CREATE TRIGGER http_trigger_change_trigger
+AFTER INSERT OR UPDATE OR DELETE ON http_trigger
+FOR EACH ROW
+EXECUTE FUNCTION notify_http_trigger_change();
+
+CREATE SEQUENCE http_trigger_version_seq;
+

backend/migrations/20250515084520_duckdb_support.down.sql

@@ -0,0 +1 @@
+-- Add down migration script here

backend/migrations/20250515084520_duckdb_support.up.sql

@@ -0,0 +1,3 @@
+-- Add up migration script here
+ALTER TYPE SCRIPT_LANG ADD VALUE IF NOT EXISTS 'duckdb';
+UPDATE config set config = jsonb_set(config, '{worker_tags}', config->'worker_tags' || '["duckdb"]'::jsonb) where name = 'worker__default' and config @> '{"worker_tags": ["deno", "python3", "go", "bash", "powershell", "dependency", "flow", "hub", "other", "bun", "php", "rust", "ansible", "csharp", "nu", "java"]}'::jsonb AND NOT config->'worker_tags' @> '"duckdb"'::jsonb;

backend/migrations/20250515155403_add_grant_on_dependency_map.down.sql

@@ -0,0 +1 @@
+-- Add down migration script here

backend/migrations/20250515155403_add_grant_on_dependency_map.up.sql

@@ -0,0 +1,3 @@
+-- Add up migration script here
+GRANT ALL ON dependency_map TO windmill_user;
+GRANT ALL ON dependency_map TO windmill_admin;

backend/migrations/20250515181903_fix_http_routers_cache.down.sql

@@ -0,0 +1 @@
+-- Add down migration script here

backend/migrations/20250515181903_fix_http_routers_cache.up.sql

@@ -0,0 +1,9 @@
+-- Add up migration script here
+-- this makes sure that the first time nextval is called, 2 is returned
+-- otherwise, `SELECT last_value from http_trigger_version_seq;` would return 1 before and after the first nextval call
+-- which would not refresh the routers cache after the first create/update/delete
+SELECT setval(                                  
+    'http_trigger_version_seq',
+    (SELECT last_value FROM http_trigger_version_seq),
+    true
+);

backend/migrations/20250520104210_workspace_preprocessor_notify.down.sql

@@ -0,0 +1,12 @@
+-- Add down migration script here
+CREATE OR REPLACE FUNCTION notify_runnable_version_change()
+RETURNS TRIGGER AS $$
+DECLARE
+    source_type TEXT;
+BEGIN
+    source_type := TG_ARGV[0];
+
+    PERFORM pg_notify('notify_runnable_version_change', NEW.workspace_id || ':' || source_type || ':' || NEW.path);
+    RETURN NEW;
+END;
+$$ LANGUAGE plpgsql;

backend/migrations/20250520104210_workspace_preprocessor_notify.up.sql

@@ -0,0 +1,19 @@
+-- Add up migration script here
+CREATE OR REPLACE FUNCTION notify_runnable_version_change()
+RETURNS TRIGGER AS $$
+DECLARE
+    source_type TEXT;
+    kind TEXT;
+BEGIN
+    source_type := TG_ARGV[0];
+
+    IF source_type = 'script' THEN
+        kind := NEW.kind;
+    ELSE
+        kind := 'flow';
+    END IF;
+
+    PERFORM pg_notify('notify_runnable_version_change', NEW.workspace_id || ':' || source_type || ':' || NEW.path || ':' || kind);
+    RETURN NEW;
+END;
+$$ LANGUAGE plpgsql;

backend/migrations/20250526173025_http_trigger_seq_grants.down.sql

@@ -0,0 +1 @@
+-- Add down migration script here

backend/migrations/20250526173025_http_trigger_seq_grants.up.sql

@@ -0,0 +1,3 @@
+-- Add up migration script here
+GRANT ALL ON SEQUENCE http_trigger_version_seq TO windmill_user;
+GRANT ALL ON SEQUENCE http_trigger_version_seq TO windmill_admin;

backend/parsers/windmill-parser-py-imports/Cargo.toml

@@ -27,3 +27,6 @@ anyhow.workspace = true
 lazy_static.workspace = true
 sqlx.workspace = true
 async-recursion.workspace = true
+toml.workspace = true
+serde.workspace = true
+pep440_rs.workspace = true

backend/parsers/windmill-parser-py-imports/src/lib.rs

@@ -11,7 +11,7 @@ mod mapping;
 use async_recursion::async_recursion;
 use itertools::Itertools;
 use lazy_static::lazy_static;
-use std::collections::HashMap;
+use std::{collections::HashMap, str::FromStr};
 
 use mapping::{FULL_IMPORTS_MAP, SHORT_IMPORTS_MAP};
 #[cfg(not(target_arch = "wasm32"))]
@@ -25,7 +25,10 @@ use rustpython_parser::{
     Parse,
 };
 use sqlx::{Pool, Postgres};
-use windmill_common::{error, worker::PythonAnnotations};
+use windmill_common::{
+    error::{self, to_anyhow},
+    worker::PythonAnnotations,
+};
 
 const DEF_MAIN: &str = "def main(";
 
@@ -242,8 +245,7 @@ pub async fn parse_python_imports(
     w_id: &str,
     path: &str,
     db: &Pool<Postgres>,
-    already_visited: &mut Vec<String>,
-    annotated_pyv_numeric: &mut Option<u32>,
+    version_specifiers: &mut Vec<pep440_rs::VersionSpecifier>,
 ) -> error::Result<(Vec<String>, Option<String>)> {
     let mut compile_error_hint: Option<String> = None;
     let mut imports = parse_python_imports_inner(
@@ -251,9 +253,10 @@ pub async fn parse_python_imports(
         w_id,
         path,
         db,
-        already_visited,
-        annotated_pyv_numeric,
-        &mut annotated_pyv_numeric.and_then(|_| Some(path.to_owned())),
+        &mut vec![],
+        version_specifiers,
+        // &mut version_specifier.and_then(|_| Some(path.to_owned())),
+        &mut None
     )
     .await?
     .into_values()
@@ -279,6 +282,7 @@ pub async fn parse_python_imports(
     .flatten()
     .collect::<error::Result<Vec<String>>>()?
     .into_iter()
+    .filter(|x| !x.trim_start().starts_with("--") && !x.trim().is_empty())
     .unique()
     .collect_vec();
 
@@ -304,11 +308,34 @@ async fn parse_python_imports_inner(
     path: &str,
     db: &Pool<Postgres>,
     already_visited: &mut Vec<String>,
-    annotated_pyv_numeric: &mut Option<u32>,
+    version_specifiers: &mut Vec<pep440_rs::VersionSpecifier>,
     path_where_annotated_pyv: &mut Option<String>,
 ) -> error::Result<HashMap<String, NImportResolved>> {
     let PythonAnnotations { py310, py311, py312, py313, .. } = PythonAnnotations::parse(&code);
 
+    let mut push_version_specifiers = |perform, unparsed: String| -> error::Result<()> {
+        if perform {
+            pep440_rs::VersionSpecifiers::from_str(unparsed.as_str())
+                .ok()
+                .map(|vs| version_specifiers.extend(vs.to_vec()));
+        }
+        Ok(())
+    };
+    push_version_specifiers(py310, "==3.10.*".to_owned())?;
+    push_version_specifiers(py311, "==3.11.*".to_owned())?;
+    push_version_specifiers(py312, "==3.12.*".to_owned())?;
+    push_version_specifiers(py313, "==3.13.*".to_owned())?;
+
+    for x in code.lines() {
+        if x.starts_with("# py:") || x.starts_with("#py:") {
+            push_version_specifiers(
+                true,
+                x.replace('#', "").replace("py:", "").trim().to_owned(),
+            )?;
+        } else if !x.starts_with('#') {
+            break;
+        }
+    }
     // we pass only if there is none or only one annotation
 
     // Naive:
@@ -323,39 +350,48 @@ async fn parse_python_imports_inner(
     // This way we make sure there is no multiple annotations for same script
     // and we get detailed span on conflicting versions
 
-    let mut check = |is_py_xyz, numeric| -> error::Result<()> {
-        if is_py_xyz {
-            if let Some(v) = annotated_pyv_numeric {
-                if *v != numeric {
-                    return Err(error::Error::from(anyhow::anyhow!(
-                        "Annotated 2 or more different python versions: \n - py{v} at {}\n - py{numeric} at {path}\nIt is possible to use only one.",
-                        path_where_annotated_pyv.clone().unwrap_or("Unknown".to_owned())
-                    )));
-                }
-            } else {
-                *annotated_pyv_numeric = Some(numeric);
-            }
-            *path_where_annotated_pyv = Some(path.to_owned());
-        }
-        Ok(())
-    };
+    #[derive(serde::Serialize, serde::Deserialize)]
+    struct InlineMetadata {
+        requires_python: String,
+        dependencies: Vec<String>,
+    }
 
-    check(py310, 310)?;
-    check(py311, 311)?;
-    check(py312, 312)?;
-    check(py313, 313)?;
-
-    let find_requirements = code
-        .lines()
-        .find_position(|x| x.starts_with("#requirements:") || x.starts_with("# requirements:"));
-    if let Some((pos, _)) = find_requirements {
+    let find_requirements = code.lines().find_position(|x| {
+        x.starts_with("#requirements:")
+            || x.starts_with("# requirements:")
+            || x.starts_with("# /// script")
+    });
+    if let Some((pos, item)) = find_requirements {
         let mut requirements = HashMap::new();
-        code.lines()
-            .skip(pos + 1)
-            .map_while(|x| {
-                RE.captures(x).and_then(|x| {
-                    x.get(1).map(|m| {
-                        let requirement = m.as_str().to_string();
+        if item.starts_with("# /// script") {
+            let mut incorrect = false;
+            let metadata = code
+                .lines()
+                .skip(pos + 1)
+                .map_while(|x| {
+                    incorrect = !x.starts_with('#');
+                    if incorrect || x.starts_with("# ///") {
+                        None
+                    } else {
+                        x.get(1..)
+                    }
+                })
+                .join("\n")
+                .parse::<toml::Table>()
+            .map_err(to_anyhow)?;
+
+            {
+                if let Some(v) = metadata.get("requires-python").and_then(|v| v.as_str()) {
+                    push_version_specifiers(true, v.to_owned())?;
+                }
+            };
+
+            metadata
+                .get("dependencies")
+                .and_then(|dependencies| dependencies.as_array())
+                .inspect(|list| {
+                    for dependency_v in list.into_iter() {
+                        let requirement = dependency_v.as_str().unwrap_or("ERROR").to_owned();
                         let key = extract_pkg_name(&requirement);
                         requirements.insert(
                             key.clone(),
@@ -367,11 +403,31 @@ async fn parse_python_imports_inner(
                                 key,
                             },
                         );
+                    }
+                });
+        } else {
+            code.lines()
+                .skip(pos + 1)
+                .map_while(|x| {
+                    RE.captures(x).and_then(|x| {
+                        x.get(1).map(|m| {
+                            let requirement = m.as_str().to_string();
+                            let key = extract_pkg_name(&requirement);
+                            requirements.insert(
+                                key.clone(),
+                                NImportResolved::Pin {
+                                    pins: vec![ImportPin {
+                                        pkg: requirement.clone(),
+                                        path: Default::default(),
+                                    }],
+                                    key,
+                                },
+                            );
+                        })
                     })
                 })
-            })
-            .collect_vec();
-
+                .collect_vec();
+        }
         Ok(requirements)
     } else {
         let find_extra_requirements = code.lines().find_position(|x| {
@@ -442,7 +498,7 @@ async fn parse_python_imports_inner(
                             &rpath,
                             db,
                             already_visited,
-                            annotated_pyv_numeric,
+                            version_specifiers,
                             path_where_annotated_pyv,
                         )
                         .await?

backend/parsers/windmill-parser-py-imports/tests/tests.rs

@@ -18,16 +18,8 @@ def main():
     pass
 
 ";
-        let mut already_visited = vec![];
-        let (r, ..) = parse_python_imports(
-            code,
-            "test-workspace",
-            "f/foo/bar",
-            &db,
-            &mut already_visited,
-            &mut None,
-        )
-        .await?;
+        let (r, ..) =
+            parse_python_imports(code, "test-workspace", "f/foo/bar", &db, &mut vec![]).await?;
         // println!("{}", serde_json::to_string(&r)?);
         assert_eq!(
             r,
@@ -59,16 +51,8 @@ def main():
     pass
 
 ";
-        let mut already_visited = vec![];
-        let (r, ..) = parse_python_imports(
-            code,
-            "test-workspace",
-            "f/foo/bar",
-            &db,
-            &mut already_visited,
-            &mut None,
-        )
-        .await?;
+        let (r, ..) =
+            parse_python_imports(code, "test-workspace", "f/foo/bar", &db, &mut vec![]).await?;
         println!("{}", serde_json::to_string(&r)?);
         assert_eq!(r, vec!["burkina=0.4", "nigeria"]);
 
@@ -89,17 +73,9 @@ def main():
     pass
 
 ";
-        let mut already_visited = vec![];
 
-        let (r, ..) = parse_python_imports(
-            code,
-            "test-workspace",
-            "f/foo/bar",
-            &db,
-            &mut already_visited,
-            &mut None,
-        )
-        .await?;
+        let (r, ..) =
+            parse_python_imports(code, "test-workspace", "f/foo/bar", &db, &mut vec![]).await?;
         println!("{}", serde_json::to_string(&r)?);
         assert_eq!(
             r,

backend/parsers/windmill-parser-sql/src/lib.rs

@@ -83,6 +83,21 @@ pub fn parse_bigquery_sig(code: &str) -> anyhow::Result<MainArgSignature> {
     }
 }
 
+pub fn parse_duckdb_sig(code: &str) -> anyhow::Result<MainArgSignature> {
+    let parsed = parse_duckdb_file(&code)?;
+    if let Some(args) = parsed {
+        Ok(MainArgSignature {
+            star_args: false,
+            star_kwargs: false,
+            args,
+            no_main_func: None,
+            has_preprocessor: None,
+        })
+    } else {
+        Err(anyhow!("Error parsing sql".to_string()))
+    }
+}
+
 pub fn parse_snowflake_sig(code: &str) -> anyhow::Result<MainArgSignature> {
     let parsed = parse_snowflake_file(&code)?;
     if let Some(x) = parsed {
@@ -212,6 +227,9 @@ lazy_static::lazy_static! {
     // -- @name (type) = default
     static ref RE_ARG_BIGQUERY: Regex = Regex::new(r#"(?m)^-- @(\w+) \((\w+(?:\[\])?)\)(?: ?\= ?(.+))? *(?:\r|\n|$)"#).unwrap();
 
+    // -- $name (type) = default
+    static ref RE_ARG_DUCKDB: Regex = Regex::new(r#"(?m)^-- \$(\w+) \((\w+)\)(?: ?\= ?(.+))? *(?:\r|\n|$)"#).unwrap();
+
     static ref RE_ARG_SNOWFLAKE: Regex = Regex::new(r#"(?m)^-- \? (\w+) \((\w+)\)(?: ?\= ?(.+))? *(?:\r|\n|$)"#).unwrap();
 
 
@@ -577,6 +595,35 @@ fn parse_bigquery_file(code: &str) -> anyhow::Result<Option<Vec<Arg>>> {
     Ok(Some(args))
 }
 
+fn parse_duckdb_file(code: &str) -> anyhow::Result<Option<Vec<Arg>>> {
+    let mut args: Vec<Arg> = vec![];
+
+    for cap in RE_ARG_DUCKDB.captures_iter(code) {
+        let name = cap.get(1).map(|x| x.as_str().to_string()).unwrap();
+        let typ = cap
+            .get(2)
+            .map(|x| x.as_str().to_string().to_lowercase())
+            .unwrap();
+        let default = cap.get(3).map(|x| x.as_str().to_string());
+        let has_default = default.is_some();
+        let parsed_typ = parse_duckdb_typ(typ.as_str());
+
+        let parsed_default = default.and_then(|x| parsed_default(&parsed_typ, x));
+
+        args.push(Arg {
+            name,
+            typ: parsed_typ,
+            default: parsed_default,
+            otyp: Some(typ),
+            has_default,
+            oidx: None,
+        });
+    }
+
+    args.append(&mut parse_sql_sanitized_interpolation(code));
+    Ok(Some(args))
+}
+
 fn parse_snowflake_file(code: &str) -> anyhow::Result<Option<Vec<Arg>>> {
     let mut args: Vec<Arg> = vec![];
 
@@ -729,6 +776,33 @@ pub fn parse_bigquery_typ(typ: &str) -> Typ {
     }
 }
 
+pub fn parse_duckdb_typ(typ: &str) -> Typ {
+    if typ.ends_with("[]") {
+        let base_typ = parse_duckdb_typ(typ.strip_suffix("[]").unwrap());
+        Typ::List(Box::new(base_typ))
+    } else {
+        match typ {
+            "varchar" | "char" | "bpchar" | "text" | "string" => Typ::Str(None),
+            "blob" | "bytea" | "binary" | "varbinary" | "bitstring" => Typ::Bytes,
+            "boolean" | "bool" | "bit" | "logical" => Typ::Bool,
+            "bigint" | "int8" | "long" | "integer" | "int4" | "int" | "smallint" | "int2"
+            | "short" | "tinyint" | "int1" | "signed" | "ubigint" | "uhugeint" | "uinteger"
+            | "usmallint" | "utinyint" => Typ::Int,
+            "decimal" | "numeric" | "double" | "float8" | "float" | "float4" | "real" => Typ::Float,
+            "date"
+            | "time"
+            | "timestamp with time zone"
+            | "timestamptz"
+            | "timestamp"
+            | "datetime" => Typ::Datetime,
+            "uuid" | "json" => Typ::Str(None),
+            "interval" | "hugeint" => Typ::Str(None),
+            "s3object" => Typ::Resource("S3Object".to_string()),
+            _ => Typ::Str(None),
+        }
+    }
+}
+
 pub fn parse_snowflake_typ(typ: &str) -> Typ {
     match typ {
         "varchar" => Typ::Str(None),

backend/parsers/windmill-parser-wasm/src/lib.rs

@@ -96,6 +96,12 @@ pub fn parse_oracledb(code: &str) -> String {
     wrap_sig(windmill_parser_sql::parse_oracledb_sig(code))
 }
 
+#[cfg(feature = "sql-parser")]
+#[wasm_bindgen]
+pub fn parse_duckdb(code: &str) -> String {
+    wrap_sig(windmill_parser_sql::parse_duckdb_sig(code))
+}
+
 #[cfg(feature = "sql-parser")]
 #[wasm_bindgen]
 pub fn parse_bigquery(code: &str) -> String {

backend/src/main.rs

@@ -5,7 +5,6 @@
  * Please see the included NOTICE for copyright information and
  * LICENSE-AGPL for a copy of the license.
  */
-
 use anyhow::Context;
 use monitor::{
     load_base_url, load_otel, reload_critical_alerts_on_db_oversize,
@@ -23,6 +22,7 @@ use std::{
     net::{IpAddr, Ipv4Addr, SocketAddr},
     time::{Duration, Instant},
 };
+use strum::IntoEnumIterator;
 use tokio::{fs::File, io::AsyncReadExt, task::JoinHandle};
 use uuid::Uuid;
 use windmill_api::HTTP_CLIENT;
@@ -50,6 +50,7 @@ use windmill_common::{
     },
     scripts::ScriptLang,
     stats_ee::schedule_stats,
+    triggers::TriggerKind,
     utils::{hostname, rd_string, Mode, GIT_VERSION, MODE_AND_ADDONS},
     worker::{
         reload_custom_tags_setting, Connection, HUB_CACHE_DIR, TMP_DIR, TMP_LOGS_DIR, WORKER_GROUP,
@@ -68,7 +69,7 @@ use tikv_jemallocator::Jemalloc;
 static GLOBAL: Jemalloc = Jemalloc;
 
 #[cfg(feature = "parquet")]
-use windmill_common::global_settings::OBJECT_STORE_CACHE_CONFIG_SETTING;
+use windmill_common::global_settings::OBJECT_STORE_CONFIG_SETTING;
 
 use windmill_worker::{
     get_hub_script_content_and_requirements, BUN_BUNDLE_CACHE_DIR, BUN_CACHE_DIR, CSHARP_CACHE_DIR,
@@ -91,7 +92,7 @@ use crate::monitor::{
 };
 
 #[cfg(feature = "parquet")]
-use crate::monitor::reload_s3_cache_setting;
+use windmill_common::s3_helpers::reload_object_store_setting;
 
 const DEFAULT_NUM_WORKERS: usize = 1;
 const DEFAULT_PORT: u16 = 8000;
@@ -791,11 +792,37 @@ Windmill Community Edition {GIT_VERSION}
                                                     let payload = n.payload();
                                                     tracing::info!("Runnable version change detected: {}", payload);
                                                     match payload.split(':').collect::<Vec<&str>>().as_slice() {
-                                                        [workspace_id, source_type, path] => {
+                                                        [workspace_id, source_type, path, kind] => {
                                                             let key = (workspace_id.to_string(), path.to_string());
                                                             match source_type {
                                                                 &"script" => {
                                                                     windmill_common::DEPLOYED_SCRIPT_HASH_CACHE.remove(&key);
+                                                                    match kind {
+                                                                        &"preprocessor" => {
+                                                                            match sqlx::query_scalar!(
+                                                                                "SELECT fv.id
+                                                                                FROM flow f
+                                                                                INNER JOIN flow_version fv ON fv.id = f.versions[array_upper(f.versions, 1)]
+                                                                                WHERE fv.value->'preprocessor_module'->'value'->>'path' = $1 AND f.workspace_id = $2",
+                                                                                path,
+                                                                                workspace_id
+                                                                            ).fetch_all(&db).await {
+                                                                                Ok(flow_versions) => {
+                                                                                    tracing::debug!("Workspace preprocessor {} changed, removing runnable format version cache for flow versions {:?}", path, flow_versions);
+                                                                                    for version in flow_versions {
+                                                                                        for trigger_kind in TriggerKind::iter() {
+                                                                                            let key = (windmill_common::triggers::HubOrWorkspaceId::WorkspaceId(workspace_id.to_string()), version, trigger_kind);
+                                                                                            windmill_common::triggers::RUNNABLE_FORMAT_VERSION_CACHE.remove(&key);
+                                                                                        }
+                                                                                    }
+                                                                                }
+                                                                                Err(e) => {
+                                                                                    tracing::error!("Error fetching flow paths: {e:#}");
+                                                                                }
+                                                                            }
+                                                                        },
+                                                                        _ => {}
+                                                                    }
                                                                 }
                                                                 &"flow" => {
                                                                     windmill_common::FLOW_VERSION_CACHE.remove(&key);
@@ -810,6 +837,21 @@ Windmill Community Edition {GIT_VERSION}
                                                         }
                                                     }
                                                 },
+                                                #[cfg(feature = "http_trigger")]
+                                                "notify_http_trigger_change" => {
+                                                    tracing::info!("HTTP trigger change detected: {}", n.payload());
+                                                    match windmill_api::http_triggers::refresh_routers(&db).await {
+                                                        Ok((true, _)) => {
+                                                            tracing::info!("Refreshed HTTP routers (trigger change)");
+                                                        },
+                                                        Ok((false, _)) => {
+                                                            tracing::warn!("Should have refreshed HTTP routers (trigger change) but did not");
+                                                        },
+                                                        Err(err) => {
+                                                            tracing::error!("Error refreshing HTTP routers (trigger change): {err:#}");
+                                                        }
+                                                    };
+                                                },
                                                 "notify_global_setting_change" => {
                                                     tracing::info!("Global setting change detected: {}", n.payload());
                                                     match n.payload() {
@@ -865,9 +907,9 @@ Windmill Community Edition {GIT_VERSION}
                                                             reload_job_default_timeout_setting(&conn).await
                                                         },
                                                         #[cfg(feature = "parquet")]
-                                                        OBJECT_STORE_CACHE_CONFIG_SETTING => {
+                                                        OBJECT_STORE_CONFIG_SETTING => {
                                                             if !disable_s3_store {
-                                                                reload_s3_cache_setting(&db).await
+                                                                reload_object_store_setting(&db).await;
                                                             }
                                                         },
                                                         SCIM_TOKEN_SETTING => {
@@ -1133,6 +1175,10 @@ async fn listen_pg(url: &str) -> Option<PgListener> {
         "notify_workspace_envs_change",
         "notify_runnable_version_change",
     ];
+
+    #[cfg(feature = "http_trigger")]
+    channels.push("notify_http_trigger_change");
+
     #[cfg(feature = "cloud")]
     channels.push("notify_workspace_premium_change");
 

backend/src/monitor.rs

@@ -33,8 +33,11 @@ use windmill_common::ee::low_disk_alerts;
 #[cfg(feature = "enterprise")]
 use windmill_common::ee::{jobs_waiting_alerts, worker_groups_alerts};
 
+use windmill_common::client::AuthedClient;
 #[cfg(feature = "oauth2")]
 use windmill_common::global_settings::OAUTH_SETTING;
+#[cfg(feature = "parquet")]
+use windmill_common::s3_helpers::reload_object_store_setting;
 use windmill_common::{
     agent_workers::DECODED_AGENT_TOKEN,
     auth::create_token_for_owner,
@@ -62,7 +65,11 @@ use windmill_common::{
     users::truncate_token,
     utils::{empty_as_none, now_from_db, rd_string, report_critical_error, Mode},
     worker::{
-        load_env_vars, load_init_bash_from_env, load_whitelist_env_vars_from_env, load_worker_config, reload_custom_tags_setting, store_pull_query, store_suspended_pull_query, update_min_version, Connection, WorkerConfig, DEFAULT_TAGS_PER_WORKSPACE, DEFAULT_TAGS_WORKSPACES, INDEXER_CONFIG, SCRIPT_TOKEN_EXPIRY, SMTP_CONFIG, TMP_DIR, WORKER_CONFIG, WORKER_GROUP
+        load_env_vars, load_init_bash_from_env, load_whitelist_env_vars_from_env,
+        load_worker_config, reload_custom_tags_setting, store_pull_query,
+        store_suspended_pull_query, update_min_version, Connection, WorkerConfig,
+        DEFAULT_TAGS_PER_WORKSPACE, DEFAULT_TAGS_WORKSPACES, INDEXER_CONFIG, SCRIPT_TOKEN_EXPIRY,
+        SMTP_CONFIG, TMP_DIR, WORKER_CONFIG, WORKER_GROUP,
     },
     KillpillSender, BASE_URL, CRITICAL_ALERTS_ON_DB_OVERSIZE, CRITICAL_ALERT_MUTE_UI_ENABLED,
     CRITICAL_ERROR_CHANNELS, DB, DEFAULT_HUB_BASE_URL, HUB_BASE_URL, JOB_RETENTION_SECS,
@@ -71,19 +78,13 @@ use windmill_common::{
 };
 use windmill_queue::{cancel_job, MiniPulledJob, SameWorkerPayload};
 use windmill_worker::{
-    handle_job_error, AuthedClient, JobCompletedSender, SameWorkerSender, BUNFIG_INSTALL_SCOPES,
+    handle_job_error, JobCompletedSender, SameWorkerSender, BUNFIG_INSTALL_SCOPES,
     INSTANCE_PYTHON_VERSION, JOB_DEFAULT_TIMEOUT, KEEP_JOB_DIR, MAVEN_REPOS, NO_DEFAULT_MAVEN,
     NPM_CONFIG_REGISTRY, NUGET_CONFIG, PIP_EXTRA_INDEX_URL, PIP_INDEX_URL,
 };
 
 #[cfg(feature = "parquet")]
-use windmill_common::s3_helpers::{
-    build_object_store_from_settings, build_s3_client_from_settings, S3Settings,
-    OBJECT_STORE_CACHE_SETTINGS,
-};
-
-#[cfg(feature = "parquet")]
-use windmill_common::global_settings::OBJECT_STORE_CACHE_CONFIG_SETTING;
+use windmill_common::s3_helpers::ObjectStoreReload;
 
 #[cfg(feature = "enterprise")]
 use crate::ee::verify_license_key;
@@ -237,7 +238,23 @@ pub async fn initial_load(
     #[cfg(feature = "parquet")]
     if !disable_s3_store {
         if let Some(db) = conn.as_sql() {
-            reload_s3_cache_setting(db).await;
+            let db2 = db.clone();
+            match reload_object_store_setting(db).await {
+                ObjectStoreReload::Later => {
+                    tokio::spawn(async move {
+                        tokio::time::sleep(Duration::from_secs(10)).await;
+                        match reload_object_store_setting(&db2).await {
+                            ObjectStoreReload::Later => {
+                                tracing::error!("Giving up on loading object store setting");
+                            }
+                            ObjectStoreReload::Never => {
+                                tracing::info!("Object store setting successfully loaded");
+                            }
+                        }
+                    });
+                }
+                ObjectStoreReload::Never => (),
+            }
         }
     }
 
@@ -627,7 +644,7 @@ async fn send_log_file_to_object_store(
         }
 
         #[cfg(feature = "parquet")]
-        let s3_client = OBJECT_STORE_CACHE_SETTINGS.read().await.clone();
+        let s3_client = windmill_common::s3_helpers::get_object_store().await;
         #[cfg(feature = "parquet")]
         if let Some(s3_client) = s3_client {
             let path = std::path::Path::new(TMP_WINDMILL_LOGS_SERVICE)
@@ -829,11 +846,7 @@ pub async fn delete_expired_items(db: &DB) -> () {
             Ok(mut tx) => {
                 let deleted_jobs = sqlx::query_scalar!(
                     "DELETE FROM v2_job_completed c
-                    USING v2_job j
-                    WHERE
-                        created_at <= now() - ($1::bigint::text || ' s')::interval
-                        AND completed_at + ($1::bigint::text || ' s')::interval <= now()
-                        AND c.id = j.id
+                    WHERE completed_at <= now() - ($1::bigint::text || ' s')::interval 
                     RETURNING c.id",
                     job_retention_secs
                 )
@@ -917,10 +930,7 @@ async fn delete_log_files_from_disk_and_store(
     _s3_prefix: &str,
 ) {
     #[cfg(feature = "parquet")]
-    let os = windmill_common::s3_helpers::OBJECT_STORE_CACHE_SETTINGS
-        .read()
-        .await
-        .clone();
+    let os = windmill_common::s3_helpers::get_object_store().await;
     #[cfg(not(feature = "parquet"))]
     let os: Option<()> = None;
 
@@ -1101,61 +1111,6 @@ pub async fn reload_delete_logs_periodically_setting(conn: &Connection) {
     }
 }
 
-#[cfg(feature = "parquet")]
-pub async fn reload_s3_cache_setting(db: &DB) {
-    use windmill_common::{
-        ee::{get_license_plan, LicensePlan},
-        s3_helpers::ObjectSettings,
-    };
-
-    let s3_config = load_value_from_global_settings(db, OBJECT_STORE_CACHE_CONFIG_SETTING).await;
-    if let Err(e) = s3_config {
-        tracing::error!("Error reloading s3 cache config: {:?}", e)
-    } else {
-        if let Some(v) = s3_config.unwrap() {
-            if matches!(get_license_plan().await, LicensePlan::Pro) {
-                tracing::error!("S3 cache is not available for pro plan");
-                return;
-            }
-            let mut s3_cache_settings = OBJECT_STORE_CACHE_SETTINGS.write().await;
-            let setting = serde_json::from_value::<ObjectSettings>(v);
-            if let Err(e) = setting {
-                tracing::error!("Error parsing s3 cache config: {:?}", e)
-            } else {
-                let s3_client = build_object_store_from_settings(setting.unwrap()).await;
-                if let Err(e) = s3_client {
-                    tracing::error!("Error building s3 client from settings: {:?}", e)
-                } else {
-                    *s3_cache_settings = Some(s3_client.unwrap());
-                }
-            }
-        } else {
-            let mut s3_cache_settings = OBJECT_STORE_CACHE_SETTINGS.write().await;
-            if std::env::var("S3_CACHE_BUCKET").is_ok() {
-                if matches!(get_license_plan().await, LicensePlan::Pro) {
-                    tracing::error!("S3 cache is not available for pro plan");
-                    return;
-                }
-                *s3_cache_settings = build_s3_client_from_settings(S3Settings {
-                    bucket: None,
-                    region: None,
-                    access_key: None,
-                    secret_key: None,
-                    endpoint: None,
-                    store_logs: None,
-                    path_style: None,
-                    allow_http: None,
-                    port: None,
-                })
-                .await
-                .ok();
-            } else {
-                *s3_cache_settings = None;
-            }
-        }
-    }
-}
-
 pub async fn reload_job_default_timeout_setting(conn: &Connection) {
     reload_option_setting_with_tracing(
         conn,

backend/tests/fixtures/multipython.sql

@@ -0,0 +1,20 @@
+INSERT INTO public.script(workspace_id, created_by, content, schema, summary, description, path, hash, language, lock) VALUES (
+'test-workspace',
+'test-user',
+'# py312
+',
+'{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{},"required":[],"type":"object"}',
+'',
+'',
+'f/multipython/aliases', 2468135790, 'python3', '');
+
+INSERT INTO public.script(workspace_id, created_by, content, schema, summary, description, path, hash, language, lock) VALUES (
+'test-workspace',
+'test-user',
+'# py: >=3.9,!=3.12.2
+',
+'{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{},"required":[],"type":"object"}',
+'',
+'',
+'f/multipython/script1', 2345678901, 'python3', '');
+

backend/tests/worker.rs

@@ -3970,7 +3970,7 @@ async fn assert_lockfile(
 #[sqlx::test(fixtures("base", "lockfile_python"))]
 async fn test_requirements_python(db: Pool<Postgres>) {
     let content = r#"
-# py311
+# py: 3.11.11
 # requirements:
 # tiny==0.1.3
 
@@ -3988,7 +3988,7 @@ def main():
         &db,
         content,
         ScriptLang::Python3,
-        vec!["# py311", "tiny==0.1.3"],
+        vec!["# py: 3.11.11", "tiny==0.1.3"],
     )
     .await;
 }
@@ -3998,7 +3998,7 @@ def main():
 async fn test_extra_requirements_python(db: Pool<Postgres>) {
     {
         let content = r#"
-# py311
+# py: ==3.11.11
 # extra_requirements:
 # tiny
 
@@ -4016,7 +4016,7 @@ def main():
             &db,
             content,
             ScriptLang::Python3,
-            vec!["# py311", "bottle==0.13.2", "tiny==0.1.2"],
+            vec!["# py: 3.11.11", "bottle==0.13.2", "tiny==0.1.2"],
         )
         .await;
     }
@@ -4026,7 +4026,7 @@ def main():
 #[sqlx::test(fixtures("base", "lockfile_python"))]
 async fn test_extra_requirements_python2(db: Pool<Postgres>) {
     let content = r#"
-# py311
+# py: ==3.11.11
 # extra_requirements:
 # tiny==0.1.3
 
@@ -4040,7 +4040,7 @@ def main():
         &db,
         content,
         ScriptLang::Python3,
-        vec!["# py311", "simplejson==3.20.1", "tiny==0.1.3"],
+        vec!["# py: 3.11.11", "simplejson==3.20.1", "tiny==0.1.3"],
     )
     .await;
 }
@@ -4049,7 +4049,7 @@ def main():
 #[sqlx::test(fixtures("base", "lockfile_python"))]
 async fn test_pins_python(db: Pool<Postgres>) {
     let content = r#"
-# py311
+# py: ==3.11.11
 # extra_requirements:
 # tiny==0.1.3
 # bottle==0.13.2
@@ -4069,7 +4069,7 @@ def main():
         content,
         ScriptLang::Python3,
         vec![
-            "# py311",
+            "# py: 3.11.11",
             "bottle==0.13.2",
             "microdot==2.2.0",
             "simplejson==3.19.3",
@@ -4078,6 +4078,39 @@ def main():
     )
     .await;
 }
+#[cfg(feature = "python")]
+#[sqlx::test(fixtures("base", "multipython"))]
+async fn test_multipython_python(db: Pool<Postgres>) {
+    let content = r#"# py: <=3.12.2, >=3.12.0
+import f.multipython.script1
+import f.multipython.aliases
+"#
+    .to_string();
+
+    assert_lockfile(&db, content, ScriptLang::Python3, vec!["# py: 3.12.1\n"]).await;
+}
+
+#[cfg(feature = "python")]
+#[sqlx::test(fixtures("base", "multipython"))]
+async fn test_inline_script_metadata_python(db: Pool<Postgres>) {
+    let content = r#"# py_select_latest
+# /// script
+# requires-python = ">3.11,<3.12.3,!=3.12.2"
+# dependencies = [
+#   "tiny==0.1.3",
+# ]
+# ///
+"#
+    .to_string();
+
+    assert_lockfile(
+        &db,
+        content,
+        ScriptLang::Python3,
+        vec!["# py: 3.12.1", "tiny==0.1.3"],
+    )
+    .await;
+}
 #[sqlx::test(fixtures("base", "result_format"))]
 async fn test_result_format(db: Pool<Postgres>) {
     let ordered_result_job_id = "1eecb96a-c8b0-4a3d-b1b6-087878c55e41";

backend/windmill-api/Cargo.toml

@@ -18,7 +18,7 @@ benchmark = []
 embedding = ["dep:tinyvector", "dep:hf-hub", "dep:tokenizers", "dep:candle-core", "dep:candle-transformers", "dep:candle-nn"]
 parquet = ["dep:datafusion", "dep:object_store", "dep:url", "windmill-common/parquet", "windmill-worker/parquet"]
 prometheus = ["windmill-common/prometheus", "windmill-queue/prometheus", "dep:prometheus", "windmill-worker/prometheus"]
-openidconnect = ["dep:openidconnect"]
+openidconnect = ["dep:openidconnect", "windmill-common/openidconnect"]
 tantivy = ["dep:windmill-indexer"]
 kafka = ["dep:rdkafka"]
 nats = ["dep:async-nats", "dep:nkeys"]
@@ -36,6 +36,7 @@ deno_core = ["dep:deno_core", "dep:deno_error"]
 gcp_trigger = ["dep:thiserror", "dep:google-cloud-pubsub", "dep:google-cloud-googleapis", "dep:tonic"]
 cloud = ["windmill-common/cloud"]
 mcp = ["dep:rmcp"]
+python = []
 
 [dependencies]
 rmcp = { git = "https://github.com/windmill-labs/rust-sdk", features = ["transport-sse-server"], optional = true }

backend/windmill-api/openapi.yaml

@@ -1,7 +1,7 @@
 openapi: "3.0.3"
 
 info:
-  version: 1.491.0
+  version: 1.493.4
   title: Windmill API
 
   contact:
@@ -377,6 +377,9 @@ paths:
                   type: string
                 company:
                   type: string
+                skip_email:
+                  type: boolean
+                  description: Skip sending email notifications to the user
               required:
                 - email
                 - password
@@ -11028,7 +11031,8 @@ paths:
           description: a config
           content:
             application/json:
-              schema: {}
+              schema:
+                $ref: "#/components/schemas/Configs"
 
   /configs/update/{name}:
     post:
@@ -11104,6 +11108,23 @@ paths:
                 items:
                   $ref: "#/components/schemas/AutoscalingEvent"
 
+  /configs/list_available_python_versions:
+    get:
+      summary: Get currently available python versions provided by UV.
+      operationId: listAvailablePythonVersions
+      tags:
+        - config
+      # parameters:
+      responses:
+        "200":
+          description: List of python versions
+          content:
+            application/json:
+              schema:
+                type: array
+                items:
+                  type: string
+
   /agent_workers/create_agent_token:
     post:
       summary: create agent token
@@ -12589,6 +12610,11 @@ paths:
           required: true
           schema:
             type: string
+        - name: pagination_offset
+          in: query
+          required: false
+          schema:
+            type: integer
       responses:
         "200":
           description: search results
@@ -12601,15 +12627,26 @@ paths:
                     description: a list of the terms that couldn't be parsed (and thus ignored)
                     type: array
                     items:
-                      type: object
-                      properties:
-                        dancer:
-                          type: string
+                      type: string
                   hits:
                     description: the jobs that matched the query
                     type: array
                     items:
                       $ref: "#/components/schemas/JobSearchHit"
+                  hit_count:
+                    description: how many jobs matched in total
+                    type: number
+                  index_metadata:
+                    description: Metadata about the index current state
+                    type: object
+                    properties:
+                      indexed_until:
+                        description: Datetime of the most recently indexed job
+                        type: string
+                        format: date-time
+                      lost_lock_ownership:
+                        description: Is the current indexer service being replaced
+                        type: boolean
 
   /srch/index/search/service_logs:
     get:
@@ -13183,6 +13220,37 @@ components:
         code_completion_model:
           $ref: "#/components/schemas/AIProviderModel"
 
+    Alert:
+      type: object
+      properties:
+        name:
+          type: string
+        tags_to_monitor:
+          type: array
+          items:
+            type: string
+        jobs_num_threshold:
+          type: integer
+        alert_cooldown_seconds:
+          type: integer
+        alert_time_threshold_seconds:
+          type: integer
+      required:
+        - name
+        - tags_to_monitor
+        - jobs_num_threshold
+        - alert_cooldown_seconds
+        - alert_time_threshold_seconds
+
+    Configs:
+      type: object
+      nullable: true
+      properties:
+        alerts:
+          type: array
+          items:
+            $ref: '#/components/schemas/Alert'
+
     Script:
       type: object
       properties:
@@ -14177,7 +14245,8 @@ components:
           ansible,
           csharp,
           nu,
-          java
+          java,
+          duckdb
           # for related places search: ADD_NEW_LANG
         ]
 
@@ -16284,6 +16353,7 @@ components:
               - schedule
               - user
               - group
+              - trigger
         repositories:
           type: array
           items:
@@ -16351,6 +16421,7 @@ components:
               - schedule
               - user
               - group
+              - trigger
       required:
         - script_path
         - git_repo_resource_path
@@ -16752,7 +16823,6 @@ components:
           type: string
       required:
         - s3
-
     TeamsChannel:
       type: object
       required:
@@ -16776,4 +16846,4 @@ components:
         channel_name:
           type: string
           description: Microsoft Teams channel name
-          minLength: 1
+          minLength: 1

backend/windmill-api/src/agent_workers_ee.rs

@@ -28,7 +28,7 @@ pub fn workspaced_service(
     use windmill_worker::JobCompletedSender;
 
     let (job_completed_tx, _job_completed_rx) =
-        JobCompletedSender::new(&Connection::Sql(db.clone()), 100);
+        JobCompletedSender::new(&Connection::Sql(db.clone()), 10);
 
     let router = Router::new();
 

backend/windmill-api/src/args.rs

@@ -10,12 +10,17 @@ use http::{header::CONTENT_TYPE, request::Parts, StatusCode};
 use serde::{Deserialize, Serialize};
 use serde_json::value::RawValue;
 use sqlx::types::JsonRawValue;
-use windmill_common::{error::Error, worker::to_raw_value, DB};
-use windmill_queue::{PushArgsOwned, TriggerKind};
+use windmill_common::{
+    error::Error,
+    triggers::{RunnableFormat, RunnableFormatVersion, TriggerKind},
+    worker::to_raw_value,
+    DB,
+};
+use windmill_queue::PushArgsOwned;
 
 use crate::{
     db::ApiAuthed,
-    trigger_helpers::{get_runnable_format, RunnableFormat, RunnableFormatVersion, RunnableId},
+    trigger_helpers::{get_runnable_format, RunnableId},
 };
 
 #[derive(Debug)]
@@ -29,14 +34,14 @@ pub enum RawBody {
     Empty,
 }
 
-#[derive(Clone, Serialize)]
+#[derive(Debug, Clone, Serialize)]
 #[serde(untagged)]
 pub enum Body {
     HashMap(HashMap<String, Box<RawValue>>),
     NoHashMap(Box<RawValue>),
 }
 
-#[derive(Clone, Default)]
+#[derive(Debug, Clone, Default)]
 pub struct WebhookArgsMetadata {
     pub raw_string: Option<String>,
     pub headers: HashMap<String, Box<RawValue>>,
@@ -51,7 +56,7 @@ pub struct RawWebhookArgs {
     pub metadata: WebhookArgsMetadata,
 }
 
-#[derive(Clone)]
+#[derive(Debug, Clone)]
 pub struct WebhookArgs {
     pub body: Body,
     pub metadata: WebhookArgsMetadata,

backend/windmill-api/src/capture.rs

@@ -14,11 +14,18 @@ use {
 };
 
 #[cfg(all(feature = "enterprise", feature = "gcp_trigger"))]
-use crate::gcp_triggers_ee::{
-    manage_google_subscription, process_google_push_request, validate_jwt_token,
-    CreateUpdateConfig, SubscriptionMode,
+use {
+    crate::gcp_triggers_ee::{
+        manage_google_subscription, process_google_push_request, validate_jwt_token,
+        CreateUpdateConfig, SubscriptionMode,
+    },
+    axum::extract::Request,
+    http::HeaderMap,
 };
 
+#[cfg(all(feature = "enterprise", feature = "gcp_trigger"))]
+use windmill_common::utils::empty_as_none;
+
 #[cfg(all(feature = "enterprise", feature = "sqs_trigger"))]
 use windmill_common::auth::aws::AwsAuthResourceType;
 
@@ -26,12 +33,7 @@ use windmill_common::auth::aws::AwsAuthResourceType;
     feature = "http_trigger",
     all(feature = "enterprise", feature = "gcp_trigger")
 ))]
-use {
-    axum::extract::Request,
-    http::HeaderMap,
-    serde::de::DeserializeOwned,
-    windmill_common::{error::Error, utils::empty_as_none},
-};
+use {serde::de::DeserializeOwned, windmill_common::error::Error};
 
 #[cfg(all(feature = "enterprise", feature = "kafka"))]
 use crate::kafka_triggers_ee::KafkaTriggerConfigConnection;
@@ -55,7 +57,6 @@ use {
 use crate::{
     args::RawWebhookArgs,
     db::{ApiAuthed, DB},
-    trigger_helpers::{RunnableFormat, RunnableFormatVersion},
     users::fetch_api_authed,
     utils::RunnableKind,
 };
@@ -74,11 +75,12 @@ use sqlx::types::Json as SqlxJson;
 use windmill_common::{
     db::UserDB,
     error::{JsonResult, Result},
+    triggers::{RunnableFormat, RunnableFormatVersion, TriggerKind},
     utils::{not_found_if_none, paginate, Pagination, StripPath},
     worker::{to_raw_value, CLOUD_HOSTED},
 };
 
-use windmill_queue::{PushArgs, PushArgsOwned, TriggerKind};
+use windmill_queue::{PushArgs, PushArgsOwned};
 
 const KEEP_LAST: i64 = 20;
 

backend/windmill-api/src/configs.rs

@@ -33,6 +33,10 @@ pub fn global_service() -> Router {
             "/list_autoscaling_events/:worker_group",
             get(list_autoscaling_events),
         )
+        .route(
+            "/list_available_python_versions",
+            get(list_available_python_versions),
+        )
 }
 
 #[derive(Serialize, Deserialize, FromRow)]
@@ -205,6 +209,24 @@ async fn list_autoscaling_events(
     Ok(Json(events))
 }
 
+async fn list_available_python_versions() -> error::JsonResult<Vec<String>> {
+    #[cfg(not(feature = "python"))]
+    return Err(error::Error::BadRequest(
+        "Python listing available only with 'python' feature enabled".to_string(),
+    ));
+
+    #[cfg(feature = "python")]
+    use itertools::Itertools;
+    #[cfg(feature = "python")]
+    return Ok(Json(
+        windmill_worker::PyV::list_available_python_versions()
+            .await
+            .iter()
+            .map(|v| v.to_string())
+            .collect_vec(),
+    ));
+}
+
 #[cfg(feature = "enterprise")]
 async fn list_configs(
     authed: ApiAuthed,

backend/windmill-api/src/db.rs

@@ -782,10 +782,32 @@ async fn fix_job_completed_index(db: &DB) -> Result<(), Error> {
         .execute(db)
         .await?;
     });
+
+    run_windmill_migration!("job_completed_completed_at", db, |tx| {
+        sqlx::query!(
+            "CREATE INDEX CONCURRENTLY IF NOT EXISTS ix_job_completed_completed_at ON v2_job_completed (completed_at DESC)"
+        )
+        .execute(db)
+        .await?;
+    });
+
+    run_windmill_migration!("alerts_by_workspace", db, |tx| {
+        sqlx::query!(
+            "CREATE INDEX CONCURRENTLY IF NOT EXISTS alerts_by_workspace ON alerts (workspace_id);"
+        )
+        .execute(db)
+        .await?;
+    });
+
+    run_windmill_migration!("remove_redundant_log_file_index", db, |tx| {
+        sqlx::query!("DROP INDEX CONCURRENTLY IF EXISTS log_file_hostname_log_ts_idx")
+            .execute(db)
+            .await?;
+    });
     Ok(())
 }
 
-#[derive(Clone, Debug)]
+#[derive(Clone, Debug, Hash, Eq, PartialEq)]
 pub struct ApiAuthed {
     pub email: String,
     pub username: String,

backend/windmill-api/src/gcp_triggers_ee.rs

@@ -11,9 +11,9 @@ use windmill_common::db::UserDB;
 use windmill_common::worker::to_raw_value;
 use windmill_common::{
     error::{Error as WindmillError, Result as WindmillResult},
+    triggers::TriggerKind,
     utils::empty_as_none,
 };
-use windmill_queue::TriggerKind;
 
 #[derive(sqlx::Type, Debug, Deserialize, Serialize)]
 #[serde(rename_all(serialize = "lowercase", deserialize = "lowercase"))]
@@ -86,7 +86,7 @@ pub async fn manage_google_subscription(
     _subscription_mode: SubscriptionMode,
     _create_update_config: Option<CreateUpdateConfig>,
     _trigger_mode: bool,
-    _is_flow: bool
+    _is_flow: bool,
 ) -> WindmillResult<CreateUpdateConfig> {
     Ok(CreateUpdateConfig::default())
 }

backend/windmill-api/src/http_trigger_args.rs

@@ -6,18 +6,22 @@ use axum::{
 };
 use serde::{Deserialize, Serialize};
 use serde_json::value::RawValue;
-use windmill_common::{error::Error, worker::to_raw_value, DB};
+use windmill_common::{
+    error::Error,
+    triggers::{RunnableFormat, RunnableFormatVersion},
+    worker::to_raw_value,
+    DB,
+};
 use windmill_queue::PushArgsOwned;
 
 use crate::{
     args::{try_from_request_body, Body, RawWebhookArgs, WebhookArgs, WebhookArgsMetadata},
     db::ApiAuthed,
-    trigger_helpers::{RunnableFormat, RunnableFormatVersion},
 };
 
 pub struct RawHttpTriggerArgs(pub RawWebhookArgs);
 
-#[derive(Serialize, Deserialize, sqlx::Type, Debug)]
+#[derive(Serialize, Deserialize, sqlx::Type, Debug, Clone, Hash, Eq, PartialEq)]
 #[sqlx(type_name = "HTTP_METHOD", rename_all = "lowercase")]
 #[serde(rename_all = "lowercase")]
 pub enum HttpMethod {
@@ -56,7 +60,7 @@ where
     }
 }
 
-#[derive(Clone)]
+#[derive(Debug, Clone)]
 pub struct HttpTriggerArgs(pub WebhookArgs);
 
 impl RawHttpTriggerArgs {

backend/windmill-api/src/http_trigger_auth.rs

@@ -414,7 +414,7 @@ pub enum Encoding {
     Base64Uri,
     Hex,
 }
-#[derive(Debug, Serialize, Deserialize)]
+#[derive(Debug, Serialize, Deserialize, Clone)]
 pub struct SignatureAuthenticationMethod {
     algorithm: HmacAlgorithm,
     encoding: Encoding,
@@ -426,20 +426,20 @@ pub struct SignatureConfigData<'config> {
     secret_key: &'config str,
 }
 
-#[derive(Debug, Serialize, Deserialize)]
+#[derive(Debug, Serialize, Deserialize, Clone)]
 pub struct SignatureAuthentication {
     signature_provider: WebhookType,
     secret_key: String,
     authentication_config: Option<SignatureAuthenticationMethod>,
 }
 
-#[derive(Debug, Serialize, Deserialize)]
+#[derive(Debug, Serialize, Deserialize, Clone)]
 pub struct BasicAuthAuthentication {
     pub username: String,
     pub password: String,
 }
 
-#[derive(Debug, Serialize, Deserialize)]
+#[derive(Debug, Serialize, Deserialize, Clone)]
 pub struct ApiKeyAuthentication {
     api_key_header: String,
     api_key_secret: String,
@@ -558,7 +558,7 @@ pub fn verify_hmac_signature(
     Ok(())
 }
 
-#[derive(Debug, Serialize, Deserialize)]
+#[derive(Debug, Serialize, Deserialize, Clone)]
 #[serde(untagged)]
 pub enum AuthenticationMethod {
     Signature(SignatureAuthentication),

backend/windmill-api/src/http_triggers.rs

@@ -4,7 +4,7 @@ use crate::http_trigger_args::{HttpMethod, RawHttpTriggerArgs};
 use crate::job_helpers_ee::get_workspace_s3_resource;
 use crate::resources::try_get_resource_from_db_as;
 use crate::trigger_helpers::{get_runnable_format, RunnableId};
-use crate::utils::non_empty_str;
+use crate::utils::{non_empty_str, ExpiringCacheEntry};
 use crate::{
     auth::{AuthCache, OptTokened},
     db::{ApiAuthed, DB},
@@ -24,11 +24,14 @@ use axum::{
 #[cfg(feature = "parquet")]
 use http::header::IF_NONE_MATCH;
 use http::{HeaderMap, StatusCode};
+use quick_cache::sync::Cache;
 use serde::{Deserialize, Serialize};
 use sql_builder::{bind::Bind, SqlBuilder};
 use sqlx::prelude::FromRow;
+use sqlx::PgTransaction;
 use std::borrow::Cow;
 use std::{collections::HashMap, sync::Arc};
+use tokio::sync::{RwLock, RwLockReadGuard};
 use tower_http::cors::CorsLayer;
 use windmill_audit::{audit_ee::audit_log, ActionKind};
 use windmill_common::error::Error;
@@ -38,10 +41,11 @@ use windmill_common::{
     db::UserDB,
     error::{self, JsonResult},
     s3_helpers::S3Object,
+    triggers::TriggerKind,
     utils::{not_found_if_none, paginate, require_admin, Pagination, StripPath},
     worker::CLOUD_HOSTED,
 };
-use windmill_queue::TriggerKind;
+use windmill_git_sync::handle_deployment_metadata;
 
 lazy_static::lazy_static! {
     static ref ROUTE_PATH_KEY_RE: regex::Regex = regex::Regex::new(r"/?:[-\w]+").unwrap();
@@ -283,6 +287,16 @@ fn validate_authentication_method(
     Ok(())
 }
 
+async fn increase_trigger_version_and_commit(mut tx: PgTransaction<'_>) -> error::Result<()> {
+    sqlx::query!("SELECT nextval('http_trigger_version_seq')",)
+        .fetch_one(&mut *tx)
+        .await?;
+
+    tx.commit().await?;
+
+    Ok(())
+}
+
 async fn create_trigger(
     authed: ApiAuthed,
     Extension(db): Extension<DB>,
@@ -382,7 +396,18 @@ async fn create_trigger(
     )
     .await?;
 
-    tx.commit().await?;
+    increase_trigger_version_and_commit(tx).await?;
+
+    handle_deployment_metadata(
+        &authed.email,
+        &authed.username,
+        &db,
+        &w_id,
+        windmill_git_sync::DeployedObject::HttpTrigger { path: ct.path.clone() },
+        Some(format!("HTTP trigger '{}' created", ct.path)),
+        true,
+    )
+    .await?;
 
     Ok((StatusCode::CREATED, format!("{}", ct.path)))
 }
@@ -531,20 +556,32 @@ async fn update_trigger(
         &mut *tx,
         &authed,
         "http_triggers.update",
-        ActionKind::Create,
+        ActionKind::Update,
         &w_id,
-        Some(path),
+        Some(&ct.path),
         None,
     )
     .await?;
 
-    tx.commit().await?;
+    increase_trigger_version_and_commit(tx).await?;
 
-    Ok(path.to_string())
+    handle_deployment_metadata(
+        &authed.email,
+        &authed.username,
+        &db,
+        &w_id,
+        windmill_git_sync::DeployedObject::HttpTrigger { path: ct.path.clone() },
+        Some(format!("HTTP trigger '{}' updated", ct.path)),
+        true,
+    )
+    .await?;
+
+    Ok(ct.path.to_string())
 }
 
 async fn delete_trigger(
     authed: ApiAuthed,
+    Extension(db): Extension<DB>,
     Extension(user_db): Extension<UserDB>,
     Path((w_id, path)): Path<(String, StripPath)>,
 ) -> error::Result<String> {
@@ -572,7 +609,18 @@ async fn delete_trigger(
     )
     .await?;
 
-    tx.commit().await?;
+    increase_trigger_version_and_commit(tx).await?;
+
+    handle_deployment_metadata(
+        &authed.email,
+        &authed.username,
+        &db,
+        &w_id,
+        windmill_git_sync::DeployedObject::HttpTrigger { path: path.to_string() },
+        Some(format!("HTTP trigger '{}' deleted", path)),
+        true,
+    )
+    .await?;
 
     Ok(format!("HTTP trigger {path} deleted"))
 }
@@ -685,8 +733,8 @@ async fn exists_route(
     Ok(Json(exists))
 }
 
-#[derive(Debug, Deserialize)]
-struct TriggerRoute {
+#[derive(Debug, Deserialize, Clone)]
+pub struct TriggerRoute {
     path: String,
     script_path: String,
     is_flow: bool,
@@ -704,6 +752,145 @@ struct TriggerRoute {
     raw_string: bool,
 }
 
+pub struct RoutersCache {
+    routers: HashMap<HttpMethod, matchit::Router<TriggerRoute>>,
+    version: i64,
+}
+
+lazy_static::lazy_static! {
+    static ref HTTP_ACCESS_CACHE: Cache<(String, String, ApiAuthed), ExpiringCacheEntry<()>> = Cache::new(100);
+    static ref HTTP_AUTH_CACHE: Cache<(String, String, ApiAuthed), ExpiringCacheEntry<crate::http_trigger_auth::AuthenticationMethod>> = Cache::new(100);
+
+    static ref HTTP_ROUTERS_CACHE: RwLock<RoutersCache> = RwLock::new(RoutersCache {
+        routers: HashMap::new(),
+        version: 0,
+    });
+}
+
+pub async fn refresh_routers_loop(
+    db: &DB,
+    mut killpill_rx: tokio::sync::broadcast::Receiver<()>,
+) -> () {
+    match refresh_routers(db).await {
+        Ok(_) => {
+            tracing::info!("Loaded HTTP routers");
+        }
+        Err(err) => {
+            tracing::error!("Error loading HTTP routers: {err:#}");
+        }
+    };
+    let db = db.clone();
+    tokio::spawn(async move {
+        loop {
+            tokio::select! {
+                _ = killpill_rx.recv() => {
+                    break;
+                }
+                _ = tokio::time::sleep(std::time::Duration::from_secs(60)) => {
+                    match refresh_routers(&db).await {
+                        Ok((true, _)) => {
+                            tracing::info!("Refreshed HTTP routers");
+                        }
+                        Err(err) => {
+                            tracing::error!("Error refreshing HTTP routers: {err:#}");
+                        }
+                        _ => {}
+                    }
+                }
+            }
+        }
+    });
+}
+
+pub async fn refresh_routers(db: &DB) -> Result<(bool, RwLockReadGuard<'_, RoutersCache>), Error> {
+    let version = sqlx::query_scalar!("SELECT last_value FROM http_trigger_version_seq",)
+        .fetch_one(db)
+        .await?;
+    let routers_cache = HTTP_ROUTERS_CACHE.read().await;
+    if routers_cache.version == 0 || version > routers_cache.version {
+        drop(routers_cache);
+        let mut routers = HashMap::new();
+
+        for http_method in [
+            HttpMethod::Get,
+            HttpMethod::Post,
+            HttpMethod::Put,
+            HttpMethod::Patch,
+            HttpMethod::Delete,
+        ] {
+            let triggers = sqlx::query_as!(
+                TriggerRoute,
+                r#"
+                    SELECT 
+                        path, 
+                        script_path, 
+                        is_flow, 
+                        route_path, 
+                        authentication_resource_path,
+                        workspace_id, 
+                        is_async, 
+                        authentication_method  AS "authentication_method: _", 
+                        edited_by, 
+                        email, 
+                        static_asset_config AS "static_asset_config: _",
+                        wrap_body,
+                        raw_string,
+                        workspaced_route,
+                        is_static_website
+                    FROM 
+                        http_trigger 
+                    WHERE 
+                        http_method = $1
+                    "#,
+                &http_method as &HttpMethod
+            )
+            .fetch_all(db)
+            .await?;
+
+            let mut router = matchit::Router::new();
+
+            for trigger in triggers {
+                let full_path = if trigger.workspaced_route || *CLOUD_HOSTED {
+                    format!("/{}/{}", trigger.workspace_id, trigger.route_path)
+                } else {
+                    format!("/{}", trigger.route_path)
+                };
+
+                if trigger.is_static_website {
+                    router
+                        .insert(format!("{}/*wm_subpath", full_path), trigger.clone())
+                        .unwrap_or_else(|e| {
+                            tracing::warn!(
+                                "Failed to consider http trigger route {}/*wm_subpath: {:?}",
+                                full_path,
+                                e,
+                            );
+                        });
+                }
+                router
+                    .insert(full_path.clone(), trigger.clone())
+                    .unwrap_or_else(|e| {
+                        tracing::warn!(
+                            "Failed to consider http trigger route {}: {:?}",
+                            full_path,
+                            e,
+                        );
+                    });
+            }
+
+            routers.insert(http_method, router);
+        }
+
+        let mut routers_cache = HTTP_ROUTERS_CACHE.write().await;
+        *routers_cache = RoutersCache { routers, version };
+
+        Ok((true, routers_cache.downgrade()))
+    } else {
+        tracing::debug!("No HTTP routers refresh needed");
+        Ok((false, routers_cache))
+    }
+}
+
 async fn get_http_route_trigger(
     route_path: &str,
     auth_cache: &Arc<AuthCache>,
@@ -713,111 +900,30 @@ async fn get_http_route_trigger(
     method: &http::Method,
 ) -> error::Result<(TriggerRoute, String, HashMap<String, String>, ApiAuthed)> {
     let http_method: HttpMethod = method.try_into()?;
-    let (mut triggers, route_path) = if *CLOUD_HOSTED {
-        let mut splitted = route_path.split("/");
-        let w_id = splitted.next().ok_or_else(|| {
-            error::Error::BadRequest("Missing workspace id in route path".to_string())
-        })?;
-        let route_path = StripPath(splitted.collect::<Vec<_>>().join("/"));
-        let triggers = sqlx::query_as!(
-            TriggerRoute,
-            r#"
-            SELECT 
-                path, 
-                script_path, 
-                is_flow, 
-                route_path, 
-                workspace_id, 
-                is_async, 
-                authentication_method  AS "authentication_method: _", 
-                edited_by, 
-                email,
-                static_asset_config AS "static_asset_config: _",
-                wrap_body,
-                raw_string,
-                workspaced_route,
-                is_static_website,
-                authentication_resource_path
-            FROM 
-                http_trigger 
-            WHERE 
-                workspace_id = $1 AND 
-                http_method = $2
-            "#,
-            w_id,
-            http_method as HttpMethod
-        )
-        .fetch_all(db)
-        .await?;
-        (triggers, route_path)
+
+    let requested_path = format!("/{}", route_path);
+
+    let routers_cache = HTTP_ROUTERS_CACHE.read().await;
+
+    let routers_cache = if routers_cache.routers.is_empty() {
+        tracing::warn!("HTTP routers are not loaded, loading from db");
+        let (_, routers_cache) = refresh_routers(db).await?;
+        routers_cache
     } else {
-        let triggers = sqlx::query_as!(
-            TriggerRoute,
-            r#"
-            SELECT 
-                path, 
-                script_path, 
-                is_flow, 
-                route_path, 
-                authentication_resource_path,
-                workspace_id, 
-                is_async, 
-                authentication_method  AS "authentication_method: _", 
-                edited_by, 
-                email, 
-                static_asset_config AS "static_asset_config: _",
-                wrap_body,
-                raw_string,
-                workspaced_route,
-                is_static_website
-            FROM 
-                http_trigger 
-            WHERE 
-                http_method = $1
-            "#,
-            http_method as HttpMethod
-        )
-        .fetch_all(db)
-        .await?;
-        (triggers, StripPath(route_path.to_string()))
+        routers_cache
     };
 
-    let mut router = matchit::Router::new();
+    let router = routers_cache
+        .routers
+        .get(&http_method)
+        .ok_or(error::Error::internal_err(
+            "HTTP routers could not be loaded".to_string(),
+        ))?;
 
-    for (idx, trigger) in triggers.iter().enumerate() {
-        let route_path = match trigger.workspaced_route {
-            true => format!("{}/{}", &trigger.workspace_id, &trigger.route_path),
-            _ => trigger.route_path.clone(),
-        };
-        if trigger.is_static_website {
-            router
-                .insert(format!("/{}/*wm_subpath", route_path), idx)
-                .unwrap_or_else(|e| {
-                    tracing::warn!(
-                        "Failed to consider http trigger route {}: {:?}",
-                        route_path,
-                        e,
-                    );
-                });
-        }
-        router
-            .insert(format!("/{}", route_path), idx)
-            .unwrap_or_else(|e| {
-                tracing::warn!(
-                    "Failed to consider http trigger route {}: {:?}",
-                    route_path,
-                    e,
-                );
-            });
-    }
+    let trigger_match = router.at(requested_path.as_str()).ok();
 
-    let requested_path = format!("/{}", route_path.0);
-    let trigger_idx = router.at(requested_path.as_str()).ok();
-
-    let matchit::Match { value: trigger_idx, params } =
-        not_found_if_none(trigger_idx, "Trigger", requested_path.as_str())?;
-
-    let trigger = triggers.remove(trigger_idx.to_owned());
+    let matchit::Match { value: trigger, params } =
+        not_found_if_none(trigger_match, "Trigger", requested_path.as_str())?;
 
     let params: HashMap<String, String> = params
         .iter()
@@ -834,25 +940,49 @@ async fn get_http_route_trigger(
         };
         if let Some(authed) = opt_authed {
             // check that the user has access to the trigger
-            let mut tx = user_db.begin(&authed).await?;
-            let exists = sqlx::query_scalar!(
-                r#"
-                SELECT EXISTS(
-                    SELECT 1 
-                    FROM 
-                        http_trigger 
-                    WHERE 
-                        workspace_id = $1 AND 
-                        path = $2
-                )
-                "#,
-                trigger.workspace_id,
-                trigger.path
-            )
-            .fetch_one(&mut *tx)
-            .await?
-            .unwrap_or(false);
-            tx.commit().await?;
+            let cache_key = (
+                trigger.workspace_id.clone(),
+                trigger.path.clone(),
+                authed.clone(),
+            );
+            let exists = match HTTP_ACCESS_CACHE.get(&cache_key) {
+                Some(cache_entry) if cache_entry.expiry > std::time::Instant::now() => {
+                    tracing::debug!("HTTP access cache hit for trigger {}", trigger.path);
+                    true
+                }
+                _ => {
+                    tracing::debug!("HTTP access cache miss for trigger {}", trigger.path);
+                    let mut tx = user_db.begin(&authed).await?;
+                    let exists = sqlx::query_scalar!(
+                        r#"
+                        SELECT EXISTS(
+                            SELECT 1
+                            FROM 
+                                http_trigger 
+                            WHERE 
+                                workspace_id = $1 AND 
+                                path = $2
+                        )
+                        "#,
+                        trigger.workspace_id,
+                        trigger.path
+                    )
+                    .fetch_one(&mut *tx)
+                    .await?
+                    .unwrap_or(false);
+                    if exists {
+                        HTTP_ACCESS_CACHE.insert(
+                            cache_key,
+                            ExpiringCacheEntry {
+                                value: (),
+                                expiry: std::time::Instant::now()
+                                    + std::time::Duration::from_secs(10),
+                            },
+                        );
+                    }
+                    exists
+                }
+            };
             if exists {
                 Some(authed.display_username().to_owned())
             } else {
@@ -876,7 +1006,7 @@ async fn get_http_route_trigger(
     )
     .await?;
 
-    Ok((trigger, route_path.0, params, authed))
+    Ok((trigger.clone(), route_path.to_string(), params, authed))
 }
 
 async fn route_job(
@@ -901,7 +1031,15 @@ async fn route_job(
     .map_err(|e| e.into_response())?;
 
     let args = args
-        .process_args(&authed, &db, &trigger.workspace_id, trigger.raw_string)
+        .process_args(
+            &authed,
+            &db,
+            &trigger.workspace_id,
+            match trigger.authentication_method {
+                AuthenticationMethod::CustomScript | AuthenticationMethod::Signature => true,
+                _ => trigger.raw_string,
+            },
+        )
         .await
         .map_err(|e| e.into_response())?;
 
@@ -920,31 +1058,45 @@ async fn route_job(
                 }
             };
 
-            let authentication_method =
-                try_get_resource_from_db_as::<crate::http_trigger_auth::AuthenticationMethod>(
-                    authed.clone(),
-                    Some(user_db.clone()),
-                    &db,
-                    &resource_path,
-                    &trigger.workspace_id,
-                )
-                .await
-                .map_err(|e| e.into_response())?;
+            let cache_key = (
+                trigger.workspace_id.clone(),
+                resource_path.clone(),
+                authed.clone(),
+            );
 
-            let raw_payload = args
-                .0
-                .metadata
-                .raw_string
-                .as_ref()
-                .map(|raw_payload| serde_json::from_str::<String>(raw_payload))
-                .transpose()
-                .map_err(|e| {
-                    windmill_common::error::Error::SerdeJson { location: e.to_string(), error: e }
-                        .into_response()
-                })?;
+            let authentication_method = match HTTP_AUTH_CACHE.get(&cache_key) {
+                Some(cache_entry) if cache_entry.expiry > std::time::Instant::now() => {
+                    tracing::debug!("HTTP auth method cache hit for trigger {}", trigger.path);
+                    cache_entry.value
+                }
+                _ => {
+                    tracing::debug!("HTTP auth method cache miss for trigger {}", trigger.path);
+                    let auth_method = try_get_resource_from_db_as::<
+                        crate::http_trigger_auth::AuthenticationMethod,
+                    >(
+                        authed.clone(),
+                        Some(user_db.clone()),
+                        &db,
+                        &resource_path,
+                        &trigger.workspace_id,
+                    )
+                    .await
+                    .map_err(|e| e.into_response())?;
+                    HTTP_AUTH_CACHE.insert(
+                        cache_key,
+                        ExpiringCacheEntry {
+                            value: auth_method.clone(),
+                            expiry: std::time::Instant::now() + std::time::Duration::from_secs(60),
+                        },
+                    );
+                    auth_method
+                }
+            };
+
+            let raw_payload = args.0.metadata.raw_string.as_ref();
 
             let response = authentication_method
-                .authenticate_http_request(&headers, raw_payload.as_ref())
+                .authenticate_http_request(&headers, raw_payload)
                 .map_err(|e| e.into_response())?;
 
             if let Some(response) = response {

backend/windmill-api/src/jobs.rs

@@ -83,8 +83,6 @@ use windmill_common::{
     },
 };
 
-#[cfg(all(feature = "enterprise", feature = "parquet"))]
-use windmill_common::s3_helpers::OBJECT_STORE_CACHE_SETTINGS;
 #[cfg(feature = "prometheus")]
 use windmill_common::{METRICS_DEBUG_ENABLED, METRICS_ENABLED};
 
@@ -1058,7 +1056,7 @@ async fn get_logs_from_store(
     if log_offset > 0 {
         if let Some(file_index) = log_file_index.clone() {
             tracing::debug!("Getting logs from store: {file_index:?}");
-            if let Some(os) = OBJECT_STORE_CACHE_SETTINGS.read().await.clone() {
+            if let Some(os) = windmill_common::s3_helpers::get_object_store().await {
                 tracing::debug!("object store client present, streaming from there");
 
                 let logs = logs.to_string();
@@ -3473,7 +3471,7 @@ pub async fn run_flow_by_path(
             &authed,
             &db,
             &w_id,
-            RunnableId::from_flow_path(&flow_path.0),
+            RunnableId::from_flow_path(flow_path.to_path()),
             run_query.skip_preprocessor,
         )
         .await?;
@@ -3672,7 +3670,7 @@ pub async fn run_script_by_path(
             &authed,
             &db,
             &w_id,
-            RunnableId::from_script_path(&script_path.0),
+            RunnableId::from_script_path(script_path.to_path()),
             run_query.skip_preprocessor,
         )
         .await?;
@@ -4351,17 +4349,18 @@ pub async fn run_wait_result_job_by_path_get(
     let mut args = args.process_args(&authed, &db, &w_id, None).await?;
     args.body = args::Body::HashMap(payload_args);
 
+    let script_path = script_path.to_path();
+
     let args = args
         .to_args_from_runnable(
             &db,
             &w_id,
-            RunnableId::from_script_path(&script_path.0),
+            RunnableId::from_script_path(script_path),
             run_query.skip_preprocessor,
         )
         .await?;
 
     check_queue_too_long(&db, QUEUE_LIMIT_WAIT_RESULT.or(run_query.queue_limit)).await?;
-    let script_path = script_path.to_path();
     check_scopes(&authed, || format!("run:script/{script_path}"))?;
 
     let mut tx = user_db.clone().begin(&authed).await?;
@@ -4457,7 +4456,7 @@ pub async fn run_wait_result_flow_by_path_get(
         .to_args_from_runnable(
             &db,
             &w_id,
-            RunnableId::from_flow_path(&flow_path.0),
+            RunnableId::from_flow_path(flow_path.to_path()),
             run_query.skip_preprocessor,
         )
         .await?;
@@ -4482,7 +4481,7 @@ pub async fn run_wait_result_script_by_path(
             &authed,
             &db,
             &w_id,
-            RunnableId::from_script_path(&script_path.0),
+            RunnableId::from_script_path(script_path.to_path()),
             run_query.skip_preprocessor,
         )
         .await?;
@@ -4692,7 +4691,7 @@ pub async fn run_wait_result_flow_by_path(
             &authed,
             &db,
             &w_id,
-            RunnableId::from_flow_path(&flow_path.0),
+            RunnableId::from_flow_path(flow_path.to_path()),
             run_query.skip_preprocessor,
         )
         .await?;
@@ -4961,10 +4960,7 @@ async fn run_bundle_preview_script(
             uploaded = true;
 
             #[cfg(all(feature = "enterprise", feature = "parquet"))]
-            let object_store = windmill_common::s3_helpers::OBJECT_STORE_CACHE_SETTINGS
-                .read()
-                .await
-                .clone();
+            let object_store = windmill_common::s3_helpers::get_object_store().await;
 
             #[cfg(not(all(feature = "enterprise", feature = "parquet")))]
             let object_store: Option<()> = None;
@@ -5662,7 +5658,7 @@ async fn get_log_file(Path((_w_id, file_p)): Path<(String, String)>) -> error::R
     }
 
     #[cfg(all(feature = "enterprise", feature = "parquet"))]
-    if let Some(os) = OBJECT_STORE_CACHE_SETTINGS.read().await.clone() {
+    if let Some(os) = windmill_common::s3_helpers::get_object_store().await {
         let file = os
             .get(&object_store::path::Path::from(format!("logs/{file_p}")))
             .await;

backend/windmill-api/src/lib.rs

@@ -85,13 +85,14 @@ mod http_trigger_args;
 #[cfg(feature = "http_trigger")]
 mod http_trigger_auth;
 #[cfg(feature = "http_trigger")]
-mod http_triggers;
+pub mod http_triggers;
 mod indexer_ee;
 mod inputs;
 mod integration;
 #[cfg(feature = "postgres_trigger")]
 mod postgres_triggers;
 
+mod approvals;
 #[cfg(feature = "enterprise")]
 mod apps_ee;
 #[cfg(all(feature = "enterprise", feature = "gcp_trigger"))]
@@ -120,12 +121,11 @@ mod scripts;
 mod service_logs;
 mod settings;
 mod slack_approvals;
-mod approvals;
-mod teams_approvals_ee;
 #[cfg(feature = "smtp")]
 mod smtp_server_ee;
 #[cfg(all(feature = "enterprise", feature = "sqs_trigger"))]
 mod sqs_triggers_ee;
+mod teams_approvals_ee;
 mod trigger_helpers;
 
 mod static_assets;
@@ -406,6 +406,12 @@ pub async fn run_server(
         Router::new()
     };
 
+    #[cfg(feature = "http_trigger")]
+    {
+        let http_killpill_rx = killpill_rx.resubscribe();
+        http_triggers::refresh_routers_loop(&db, http_killpill_rx).await;
+    }
+
     let postgres_triggers_service = {
         #[cfg(feature = "postgres_trigger")]
         {

backend/windmill-api/src/mqtt_triggers.rs

@@ -6,7 +6,7 @@ use crate::{
     trigger_helpers::TriggerJobArgs,
     users::fetch_api_authed,
 };
-use windmill_queue::TriggerKind;
+use windmill_git_sync::{handle_deployment_metadata, DeployedObject};
 
 use axum::{
     async_trait,
@@ -43,6 +43,7 @@ use windmill_audit::{audit_ee::audit_log, ActionKind};
 use windmill_common::{
     db::UserDB,
     error::{self, JsonResult},
+    triggers::TriggerKind,
     utils::{not_found_if_none, paginate, report_critical_error, Pagination, StripPath},
     worker::{to_raw_value, CLOUD_HOSTED},
     INSTANCE_NAME,
@@ -244,25 +245,25 @@ pub struct EditMqttTrigger {
 
 #[derive(Debug, Serialize, Deserialize, FromRow)]
 pub struct MqttTrigger {
-    mqtt_resource_path: String,
-    subscribe_topics: Vec<SqlxJson<SubscribeTopic>>,
-    v3_config: Option<SqlxJson<MqttV3Config>>,
-    v5_config: Option<SqlxJson<MqttV5Config>>,
-    client_id: Option<String>,
+    pub mqtt_resource_path: String,
+    pub subscribe_topics: Vec<SqlxJson<SubscribeTopic>>,
+    pub v3_config: Option<SqlxJson<MqttV3Config>>,
+    pub v5_config: Option<SqlxJson<MqttV5Config>>,
+    pub client_id: Option<String>,
     #[serde(skip_serializing_if = "Option::is_none")]
-    client_version: Option<MqttClientVersion>,
-    path: String,
-    script_path: String,
-    is_flow: bool,
-    workspace_id: String,
-    edited_by: String,
-    email: String,
-    edited_at: chrono::DateTime<chrono::Utc>,
-    extra_perms: Option<serde_json::Value>,
-    error: Option<String>,
-    server_id: Option<String>,
-    last_server_ping: Option<chrono::DateTime<chrono::Utc>>,
-    enabled: bool,
+    pub client_version: Option<MqttClientVersion>,
+    pub path: String,
+    pub script_path: String,
+    pub is_flow: bool,
+    pub workspace_id: String,
+    pub edited_by: String,
+    pub email: String,
+    pub edited_at: chrono::DateTime<chrono::Utc>,
+    pub extra_perms: Option<serde_json::Value>,
+    pub error: Option<String>,
+    pub server_id: Option<String>,
+    pub last_server_ping: Option<chrono::DateTime<chrono::Utc>>,
+    pub enabled: bool,
 }
 
 #[derive(Deserialize, Serialize)]
@@ -515,13 +516,14 @@ pub async fn test_mqtt_connection(
 
 pub async fn create_mqtt_trigger(
     authed: ApiAuthed,
+    Extension(db): Extension<DB>,
     Extension(user_db): Extension<UserDB>,
     Path(w_id): Path<String>,
     Json(new_mqtt_trigger): Json<NewMqttTrigger>,
 ) -> error::Result<(StatusCode, String)> {
     if *CLOUD_HOSTED {
         return Err(error::Error::BadRequest(
-            "Mqtt triggers are not supported on multi-tenant cloud, use dedicated cloud or self-host".to_string(),
+            "MQTT triggers are not supported on multi-tenant cloud, use dedicated cloud or self-host".to_string(),
         ));
     }
 
@@ -606,7 +608,18 @@ pub async fn create_mqtt_trigger(
 
     tx.commit().await?;
 
-    Ok((StatusCode::CREATED, path.to_string()))
+    handle_deployment_metadata(
+        &authed.email,
+        &authed.username,
+        &db,
+        &w_id,
+        DeployedObject::MqttTrigger { path: path.to_string() },
+        Some(format!("MQTT trigger '{}' created", path)),
+        true,
+    )
+    .await?;
+
+    Ok((StatusCode::CREATED, format!("{}", path.to_string())))
 }
 
 pub async fn list_mqtt_triggers(
@@ -719,6 +732,7 @@ pub async fn get_mqtt_trigger(
 
 pub async fn update_mqtt_trigger(
     authed: ApiAuthed,
+    Extension(db): Extension<DB>,
     Extension(user_db): Extension<UserDB>,
     Path((w_id, path)): Path<(String, StripPath)>,
     Json(mqtt_trigger): Json<EditMqttTrigger>,
@@ -787,7 +801,7 @@ pub async fn update_mqtt_trigger(
         &mut *tx,
         &authed,
         "mqtt_triggers.update",
-        ActionKind::Create,
+        ActionKind::Update,
         &w_id,
         Some(&path),
         None,
@@ -796,11 +810,23 @@ pub async fn update_mqtt_trigger(
 
     tx.commit().await?;
 
-    Ok(workspace_path.to_string())
+    handle_deployment_metadata(
+        &authed.email,
+        &authed.username,
+        &db,
+        &w_id,
+        DeployedObject::MqttTrigger { path: path.clone() },
+        Some(format!("MQTT trigger '{}' updated", path)),
+        true,
+    )
+    .await?;
+
+    Ok(path.to_string())
 }
 
 pub async fn delete_mqtt_trigger(
     authed: ApiAuthed,
+    Extension(db): Extension<DB>,
     Extension(user_db): Extension<UserDB>,
     Path((w_id, path)): Path<(String, StripPath)>,
 ) -> error::Result<String> {
@@ -834,7 +860,18 @@ pub async fn delete_mqtt_trigger(
 
     tx.commit().await?;
 
-    Ok(format!("Mqtt trigger {path} deleted"))
+    handle_deployment_metadata(
+        &authed.email,
+        &authed.username,
+        &db,
+        &w_id,
+        DeployedObject::MqttTrigger { path: path.to_string() },
+        Some(format!("MQTT trigger '{}' deleted", path)),
+        true,
+    )
+    .await?;
+
+    Ok(format!("MQTT trigger {path} deleted"))
 }
 
 pub async fn exists_mqtt_trigger(
@@ -864,6 +901,7 @@ pub async fn exists_mqtt_trigger(
 
 pub async fn set_enabled(
     authed: ApiAuthed,
+    Extension(db): Extension<DB>,
     Extension(user_db): Extension<UserDB>,
     Path((w_id, path)): Path<(String, StripPath)>,
     Json(payload): Json<SetEnabled>,
@@ -913,6 +951,17 @@ pub async fn set_enabled(
 
     tx.commit().await?;
 
+    handle_deployment_metadata(
+        &authed.email,
+        &authed.username,
+        &db,
+        &w_id,
+        DeployedObject::MqttTrigger { path: path.to_string() },
+        Some(format!("MQTT trigger '{}' updated", path)),
+        true,
+    )
+    .await?;
+
     Ok(format!(
         "successfully updated mqtt trigger at path {} to status {}",
         path, payload.enabled

backend/windmill-api/src/postgres_triggers/handler.rs

@@ -25,9 +25,10 @@ use windmill_common::error::Error;
 use windmill_common::{
     db::UserDB,
     error::{self, JsonResult, Result},
-    utils::{not_found_if_none, paginate, Pagination, StripPath},
+    utils::{not_found_if_none, paginate, Pagination, StripPath, empty_as_none},
     worker::CLOUD_HOSTED,
 };
+use windmill_git_sync::{handle_deployment_metadata, DeployedObject};
 
 use super::{
     create_logical_replication_slot_query, create_publication_query, drop_publication_query,
@@ -45,7 +46,8 @@ pub struct Postgres {
     pub dbname: String,
     #[serde(default)]
     pub sslmode: String,
-    pub root_certificate_pem: String,
+    #[serde(default, deserialize_with = "empty_as_none")]
+    pub root_certificate_pem: Option<String>,
 }
 
 #[derive(Debug, Clone, FromRow, Serialize, Deserialize)]
@@ -453,6 +455,17 @@ pub async fn create_postgres_trigger(
 
     tx.commit().await?;
 
+    handle_deployment_metadata(
+        &authed.email,
+        &authed.username,
+        &db,
+        &w_id,
+        DeployedObject::PostgresTrigger { path: path.to_string() },
+        Some(format!("Postgres trigger '{}' created", path)),
+        true,
+    )
+    .await?;
+
     Ok((StatusCode::CREATED, path.to_string()))
 }
 
@@ -1158,7 +1171,7 @@ pub async fn update_postgres_trigger(
         &mut *tx,
         &authed,
         "postgres_triggers.update",
-        ActionKind::Create,
+        ActionKind::Update,
         &w_id,
         Some(&path),
         None,
@@ -1167,11 +1180,23 @@ pub async fn update_postgres_trigger(
 
     tx.commit().await?;
 
+    handle_deployment_metadata(
+        &authed.email,
+        &authed.username,
+        &db,
+        &w_id,
+        DeployedObject::PostgresTrigger { path: path.to_string() },
+        Some(format!("Postgres trigger '{}' updated", path)),
+        true,
+    )
+    .await?;
+
     Ok(workspace_path.to_string())
 }
 
 pub async fn delete_postgres_trigger(
     authed: ApiAuthed,
+    Extension(db): Extension<DB>,
     Extension(user_db): Extension<UserDB>,
     Path((w_id, path)): Path<(String, StripPath)>,
 ) -> Result<String> {
@@ -1203,6 +1228,17 @@ pub async fn delete_postgres_trigger(
 
     tx.commit().await?;
 
+    handle_deployment_metadata(
+        &authed.email,
+        &authed.username,
+        &db,
+        &w_id,
+        DeployedObject::PostgresTrigger { path: path.to_string() },
+        Some(format!("Postgres trigger '{}' deleted", path)),
+        true,
+    )
+    .await?;
+
     Ok(format!("Postgres trigger {path} deleted"))
 }
 
@@ -1231,6 +1267,7 @@ pub async fn exists_postgres_trigger(
 
 pub async fn set_enabled(
     authed: ApiAuthed,
+    Extension(db): Extension<DB>,
     Extension(user_db): Extension<UserDB>,
     Path((w_id, path)): Path<(String, StripPath)>,
     Json(payload): Json<SetEnabled>,
@@ -1279,6 +1316,17 @@ pub async fn set_enabled(
 
     tx.commit().await?;
 
+    handle_deployment_metadata(
+        &authed.email,
+        &authed.username,
+        &db,
+        &w_id,
+        DeployedObject::PostgresTrigger { path: path.to_string() },
+        Some(format!("Postgres trigger '{}' updated", path)),
+        true,
+    )
+    .await?;
+
     Ok(format!(
         "succesfully updated postgres trigger at path {} to status {}",
         path, payload.enabled

backend/windmill-api/src/postgres_triggers/mod.rs

@@ -84,8 +84,8 @@ pub async fn get_raw_postgres_connection(
             }
         };
 
-        let options = if !db.root_certificate_pem.is_empty() {
-            options.ssl_root_cert_from_pem(db.root_certificate_pem.as_bytes().to_vec())
+        let options = if let Some(root_certificate_pem) = &db.root_certificate_pem {
+            options.ssl_root_cert_from_pem(root_certificate_pem.as_bytes().to_vec())
         } else {
             options
         };
@@ -96,7 +96,6 @@ pub async fn get_raw_postgres_connection(
             options
         }
     };
-
     Ok(PgConnection::connect_with(&options).await?)
 }
 

backend/windmill-api/src/postgres_triggers/trigger.rs

@@ -15,22 +15,22 @@ use crate::{
     trigger_helpers::TriggerJobArgs,
     users::fetch_api_authed,
 };
-use windmill_queue::TriggerKind;
 
 use bytes::{BufMut, Bytes, BytesMut};
 use chrono::TimeZone;
 use futures::{pin_mut, SinkExt, StreamExt};
-use native_tls::TlsConnector;
+use native_tls::{Certificate, TlsConnector};
 use pg_escape::{quote_identifier, quote_literal};
 use rand::seq::SliceRandom;
-use rust_postgres::{config::SslMode, Client, Config, CopyBothDuplex, SimpleQueryMessage};
+use rust_postgres::{config::SslMode, Client, Config, CopyBothDuplex, NoTls, SimpleQueryMessage};
 use rust_postgres_native_tls::MakeTlsConnector;
 use serde::Deserialize;
 use serde_json::value::RawValue;
 use sqlx::types::Json as SqlxJson;
 
 use windmill_common::{
-    db::UserDB, error, utils::report_critical_error, worker::to_raw_value, INSTANCE_NAME,
+    db::UserDB, error, triggers::TriggerKind, utils::report_critical_error, worker::to_raw_value,
+    INSTANCE_NAME,
 };
 
 use super::{
@@ -79,6 +79,45 @@ enum Error {
     Tls(#[from] native_tls::Error),
 }
 
+fn build_tls_connector(
+    ssl_mode: SslMode,
+    root_certificate_pem: Option<&String>,
+) -> Result<Option<MakeTlsConnector>, Error> {
+    let get_tls_builder_for_verify = |root_certificate: Option<&String>| {
+        let mut builder = TlsConnector::builder();
+        if let Some(root_certificate) = root_certificate {
+            let root_certificate_pem = Certificate::from_pem(root_certificate.as_bytes()).map_err(|e| {
+                Error::Common(error::Error::BadConfig(format!("Invalid Certs: {e:#}")))
+            })?;
+            builder.add_root_certificate(root_certificate_pem);
+        }
+        Ok::<_, Error>(builder)
+    };
+    let connector = match ssl_mode {
+        SslMode::Disable => return Ok(None),
+        SslMode::Require | SslMode::Prefer => {
+            let mut builder = TlsConnector::builder();
+            builder.danger_accept_invalid_certs(true);
+            builder.danger_accept_invalid_hostnames(true);
+            builder
+        }
+
+        SslMode::VerifyCa => {
+            let mut builder = get_tls_builder_for_verify(root_certificate_pem)?;
+            builder.danger_accept_invalid_hostnames(true);
+            builder
+        }
+
+        SslMode::VerifyFull => {
+            let builder = get_tls_builder_for_verify(root_certificate_pem)?;
+            builder
+        }
+        _ => unreachable!(),
+    };
+
+    Ok(Some(MakeTlsConnector::new(connector.build()?)))
+}
+
 pub struct PostgresSimpleClient(Client);
 
 impl PostgresSimpleClient {
@@ -112,20 +151,27 @@ impl PostgresSimpleClient {
             config.password(&database.password);
         }
 
-        if !database.root_certificate_pem.is_empty() {
-            config.ssl_root_cert(database.root_certificate_pem.as_bytes());
-        }
+        let connector = build_tls_connector(ssl_mode, database.root_certificate_pem.as_ref())?;
 
-        let connector = MakeTlsConnector::new(TlsConnector::new()?);
-
-        let (client, connection) = config.connect(connector).await?;
-
-        tokio::spawn(async move {
-            if let Err(e) = connection.await {
-                tracing::debug!("{:#?}", e);
-            };
-            tracing::info!("Successfully Connected into database");
-        });
+        let client = if let Some(connector) = connector {
+            let (client, connection) = config.connect(connector).await?;
+            tokio::spawn(async move {
+                if let Err(e) = connection.await {
+                    tracing::debug!("{:#?}", e);
+                };
+                tracing::info!("Successfully Connected into database");
+            });
+            client
+        } else {
+            let (client, connection) = config.connect(NoTls).await?;
+            tokio::spawn(async move {
+                if let Err(e) = connection.await {
+                    tracing::debug!("{:#?}", e);
+                };
+                tracing::info!("Successfully Connected into database");
+            });
+            client
+        };
 
         Ok(PostgresSimpleClient(client))
     }

backend/windmill-api/src/scripts.rs

@@ -223,7 +223,8 @@ async fn list_scripts(
             "draft_only",
             "ws_error_handler_muted",
             "no_main_func",
-            "codebase IS NOT NULL as use_codebase"
+            "codebase IS NOT NULL as use_codebase",
+            "kind"
         ])
         .left()
         .join("favorite")
@@ -298,7 +299,9 @@ async fn list_scripts(
     if let Some(it) = &lq.is_template {
         sqlb.and_where_eq("is_template", it);
     }
-    if let Some(lowercased_kinds) = lowercased_kinds {
+    if authed.is_operator {
+        sqlb.and_where_eq("kind", quote("script"));
+    } else if let Some(lowercased_kinds) = lowercased_kinds {
         let safe_kinds = lowercased_kinds
             .into_iter()
             .map(sql_builder::quote)
@@ -407,10 +410,7 @@ async fn create_snapshot_script(
             uploaded = true;
 
             #[cfg(all(feature = "enterprise", feature = "parquet"))]
-            let object_store = windmill_common::s3_helpers::OBJECT_STORE_CACHE_SETTINGS
-                .read()
-                .await
-                .clone();
+            let object_store = windmill_common::s3_helpers::get_object_store().await;
 
             #[cfg(not(all(feature = "enterprise", feature = "parquet")))]
             let object_store: Option<()> = None;
@@ -683,36 +683,40 @@ async fn create_script_internal<'c>(
 
     let validate_schema = should_validate_schema(&ns.content, &ns.language);
 
-    let (no_main_func, has_preprocessor) = match lang {
-        ScriptLang::Bun | ScriptLang::Bunnative | ScriptLang::Deno | ScriptLang::Nativets => {
-            let args = windmill_parser_ts::parse_deno_signature(&ns.content, true, true, None);
-            match args {
-                Ok(args) => (args.no_main_func, args.has_preprocessor),
-                Err(e) => {
-                    tracing::warn!(
-                        "Error parsing deno signature when deploying script {}: {:?}",
-                        ns.path,
-                        e
-                    );
-                    (None, None)
+    let (no_main_func, has_preprocessor) = if matches!(ns.kind, Some(ScriptKind::Preprocessor)) {
+        (ns.no_main_func, ns.has_preprocessor)
+    } else {
+        match lang {
+            ScriptLang::Bun | ScriptLang::Bunnative | ScriptLang::Deno | ScriptLang::Nativets => {
+                let args = windmill_parser_ts::parse_deno_signature(&ns.content, true, true, None);
+                match args {
+                    Ok(args) => (args.no_main_func, args.has_preprocessor),
+                    Err(e) => {
+                        tracing::warn!(
+                            "Error parsing deno signature when deploying script {}: {:?}",
+                            ns.path,
+                            e
+                        );
+                        (None, None)
+                    }
                 }
             }
-        }
-        ScriptLang::Python3 => {
-            let args = windmill_parser_py::parse_python_signature(&ns.content, None, true);
-            match args {
-                Ok(args) => (args.no_main_func, args.has_preprocessor),
-                Err(e) => {
-                    tracing::warn!(
-                        "Error parsing python signature when deploying script {}: {:?}",
-                        ns.path,
-                        e
-                    );
-                    (None, None)
+            ScriptLang::Python3 => {
+                let args = windmill_parser_py::parse_python_signature(&ns.content, None, true);
+                match args {
+                    Ok(args) => (args.no_main_func, args.has_preprocessor),
+                    Err(e) => {
+                        tracing::warn!(
+                            "Error parsing python signature when deploying script {}: {:?}",
+                            ns.path,
+                            e
+                        );
+                        (None, None)
+                    }
                 }
             }
+            _ => (ns.no_main_func, ns.has_preprocessor),
         }
-        _ => (ns.no_main_func, ns.has_preprocessor),
     };
 
     sqlx::query!(
@@ -1320,10 +1324,12 @@ async fn raw_script_by_path_internal(
             w_id
         )
         .fetch_one(&db)
-        .await?;
-        if exists.unwrap_or(false) {
+        .await?
+        .unwrap_or(false);
+
+        if exists {
             return Err(Error::NotFound(format!(
-                "Script {path} not visible to {} but exists",
+                "Script {path} exists but {} does not have permissions to access it",
                 authed.username
             )));
         }

backend/windmill-api/src/service_logs.rs

@@ -98,10 +98,7 @@ async fn get_log_file(
     require_devops_role(&db, &email).await?;
     let path = path.to_path();
     #[cfg(feature = "parquet")]
-    let s3_client = windmill_common::s3_helpers::OBJECT_STORE_CACHE_SETTINGS
-        .read()
-        .await
-        .clone();
+    let s3_client = windmill_common::s3_helpers::get_object_store().await;
     #[cfg(feature = "parquet")]
     if let Some(s3_client) = s3_client {
         let path = format!("{}{}", windmill_common::tracing_init::LOGS_SERVICE, path);

backend/windmill-api/src/settings.rs

@@ -120,12 +120,15 @@ use windmill_common::s3_helpers::build_object_store_from_settings;
 #[cfg(feature = "parquet")]
 pub async fn test_s3_bucket(
     _authed: ApiAuthed,
+    Extension(db): Extension<DB>,
     Json(test_s3_bucket): Json<ObjectSettings>,
 ) -> error::Result<String> {
     use bytes::Bytes;
     use futures::StreamExt;
 
-    let client = build_object_store_from_settings(test_s3_bucket).await?;
+    let client = build_object_store_from_settings(test_s3_bucket, Some(&db))
+        .await?
+        .store;
 
     let mut list = client.list(Some(&object_store::path::Path::from("".to_string())));
     let first_file = list.next().await;

backend/windmill-api/src/trigger_helpers.rs

@@ -1,35 +1,23 @@
-use quick_cache::sync::Cache;
 use serde::Deserialize;
 use serde_json::value::RawValue;
 use std::collections::HashMap;
 use windmill_common::{
     error::Result,
+    flows::FlowModuleValue,
     get_latest_deployed_hash_for_path, get_latest_flow_version_info_for_path,
-    scripts::{ScriptHash, ScriptLang},
+    jobs::get_has_preprocessor_from_content_and_lang,
+    scripts::{get_full_hub_script_by_path, ScriptHash, ScriptLang},
+    triggers::{
+        HubOrWorkspaceId, RunnableFormat, RunnableFormatVersion, TriggerKind,
+        RUNNABLE_FORMAT_VERSION_CACHE,
+    },
+    utils::StripPath,
     worker::to_raw_value,
     FlowVersionInfo,
 };
-use windmill_queue::{PushArgsOwned, TriggerKind};
+use windmill_queue::PushArgsOwned;
 
-use crate::db::DB;
-
-type RunnableFormatCacheKey = (String, i64, TriggerKind);
-
-lazy_static::lazy_static! {
-    pub static ref RUNNABLE_FORMAT_VERSION_CACHE: Cache<RunnableFormatCacheKey, RunnableFormat> = Cache::new(1000);
-}
-
-#[derive(Debug, Clone, Eq, PartialEq, Hash, Copy)]
-pub struct RunnableFormat {
-    pub version: RunnableFormatVersion,
-    pub has_preprocessor: bool,
-}
-
-#[derive(Debug, Clone, Eq, PartialEq, Hash, Copy)]
-pub enum RunnableFormatVersion {
-    V1,
-    V2,
-}
+use crate::{db::DB, HTTP_CLIENT};
 
 struct ScriptInfo {
     has_preprocessor: Option<bool>,
@@ -38,12 +26,6 @@ struct ScriptInfo {
     schema: Option<sqlx::types::Json<PartialSchema>>,
 }
 
-struct FlowInfo {
-    has_preprocessor: Option<bool>,
-    is_v1_preprocessor: Option<bool>,
-    schema: Option<sqlx::types::Json<PartialSchema>>,
-}
-
 #[derive(Debug, Deserialize)]
 struct PropertyDefinition {
     r#type: Option<String>,
@@ -58,6 +40,7 @@ struct PartialSchema {
 pub enum RunnableId {
     FlowPath(String),
     ScriptId(ScriptId),
+    HubScript(String),
 }
 
 impl RunnableId {
@@ -66,7 +49,11 @@ impl RunnableId {
     }
 
     pub fn from_script_path(path: &str) -> Self {
-        Self::ScriptId(ScriptId::ScriptPath(path.to_string()))
+        if path.starts_with("hub/") {
+            Self::HubScript(path.to_string())
+        } else {
+            Self::ScriptId(ScriptId::ScriptPath(path.to_string()))
+        }
     }
 
     pub fn from_flow_path(path: &str) -> Self {
@@ -104,9 +91,8 @@ async fn get_script_info(
         .await
 }
 
-fn runnable_format_from_schema(
+fn runnable_format_from_schema_without_preprocessor(
     trigger_kind: &TriggerKind,
-    has_preprocessor: bool,
     schema: Option<sqlx::types::Json<PartialSchema>>,
 ) -> RunnableFormat {
     match trigger_kind {
@@ -119,7 +105,7 @@ fn runnable_format_from_schema(
                 })
             }) =>
         {
-            RunnableFormat { version: RunnableFormatVersion::V1, has_preprocessor }
+            RunnableFormat { version: RunnableFormatVersion::V1, has_preprocessor: false }
         }
         TriggerKind::Kafka | TriggerKind::Nats
             if schema.as_ref().is_some_and(|schema| {
@@ -129,23 +115,132 @@ fn runnable_format_from_schema(
                     .is_some_and(|properties| properties.keys().any(|key| key == "msg"))
             }) =>
         {
-            RunnableFormat { version: RunnableFormatVersion::V1, has_preprocessor }
+            RunnableFormat { version: RunnableFormatVersion::V1, has_preprocessor: false }
         }
-        _ => RunnableFormat { version: RunnableFormatVersion::V2, has_preprocessor },
+        _ => RunnableFormat { version: RunnableFormatVersion::V2, has_preprocessor: false },
     }
 }
+
+fn runnable_format_from_preprocessor_args(
+    args: Option<Vec<windmill_parser::Arg>>,
+) -> RunnableFormat {
+    if let Some(args) = args {
+        if args.iter().any(|arg| arg.name == "wm_trigger")
+            || (args.len() > 0 && args.iter().all(|arg| arg.name != "event"))
+        {
+            RunnableFormat { version: RunnableFormatVersion::V1, has_preprocessor: true }
+        } else {
+            RunnableFormat { version: RunnableFormatVersion::V2, has_preprocessor: true }
+        }
+    } else {
+        RunnableFormat { version: RunnableFormatVersion::V2, has_preprocessor: true }
+    }
+}
+
+enum PreprocessorInfo {
+    Preprocessor { content: String, language: ScriptLang },
+    NoPreprocessor { schema: Option<sqlx::types::Json<PartialSchema>> },
+}
+
+#[derive(Debug, Deserialize)]
+struct FlowInfo {
+    preprocessor_module: Option<sqlx::types::Json<FlowModuleValue>>,
+    schema: Option<sqlx::types::Json<PartialSchema>>,
+}
+
+fn get_preprocessor_args_from_content_and_language(
+    content: &str,
+    language: &ScriptLang,
+) -> Result<Option<Vec<windmill_parser::Arg>>> {
+    let args = match language {
+        ScriptLang::Bun | ScriptLang::Bunnative | ScriptLang::Deno | ScriptLang::Nativets => {
+            let args = windmill_parser_ts::parse_deno_signature(
+                &content,
+                true,
+                false,
+                Some("preprocessor".to_string()),
+            )?;
+            Some(args.args)
+        }
+        ScriptLang::Python3 => {
+            let args = windmill_parser_py::parse_python_signature(
+                &content,
+                Some("preprocessor".to_string()),
+                false,
+            )?;
+            Some(args.args)
+        }
+        _ => None,
+    };
+    Ok(args)
+}
+
 pub async fn get_runnable_format(
     runnable_id: RunnableId,
     workspace_id: &str,
     db: &DB,
     trigger_kind: &TriggerKind,
 ) -> Result<RunnableFormat> {
-    match runnable_id {
+    let (key, preprocessor_info) = match runnable_id {
+        RunnableId::HubScript(path) => {
+            let Some(version) = path.split("/").nth(1) else {
+                return Err(windmill_common::error::Error::internal_err(
+                    "Invalid hub script path".to_string(),
+                ));
+            };
+
+            let version = match version.parse::<i64>() {
+                Ok(version) => version,
+                Err(_) => {
+                    return Err(windmill_common::error::Error::internal_err(
+                        "Invalid hub script version".to_string(),
+                    ));
+                }
+            };
+
+            let key = (HubOrWorkspaceId::Hub, version, trigger_kind.clone());
+
+            let runnable_format = RUNNABLE_FORMAT_VERSION_CACHE.get(&key);
+
+            if let Some(runnable_format) = runnable_format {
+                tracing::debug!("Using cached runnable format for hub script {path}");
+                return Ok(runnable_format);
+            }
+
+            let hub_script =
+                get_full_hub_script_by_path(StripPath(path.to_string()), &HTTP_CLIENT, Some(db))
+                    .await?;
+
+            let has_preprocessor = get_has_preprocessor_from_content_and_lang(
+                &hub_script.content,
+                &hub_script.language,
+            )?;
+
+            let partial_schema = serde_json::from_str(hub_script.schema.get())?;
+
+            (
+                key,
+                if has_preprocessor {
+                    PreprocessorInfo::Preprocessor {
+                        content: hub_script.content,
+                        language: hub_script.language,
+                    }
+                } else {
+                    PreprocessorInfo::NoPreprocessor {
+                        schema: Some(sqlx::types::Json(partial_schema)),
+                    }
+                },
+            )
+        }
         RunnableId::FlowPath(path) => {
             let FlowVersionInfo { version, .. } =
                 get_latest_flow_version_info_for_path(db, workspace_id, &path, true).await?;
 
-            let key = (workspace_id.to_string(), version, trigger_kind.clone());
+            let key = (
+                HubOrWorkspaceId::WorkspaceId(workspace_id.to_string()),
+                version,
+                trigger_kind.clone(),
+            );
 
             let runnable_format = RUNNABLE_FORMAT_VERSION_CACHE.get(&key);
 
@@ -157,34 +252,62 @@ pub async fn get_runnable_format(
             let flow_info = sqlx::query_as!(
                 FlowInfo,
                 "SELECT
-                    value->'preprocessor_module' IS NOT NULL as has_preprocessor,
-                    value->'preprocessor_module'->'value'->'input_transforms'->'wm_trigger' IS NOT NULL as is_v1_preprocessor,
+                    value->'preprocessor_module'->'value' as \"preprocessor_module: _\",
                     schema as \"schema: _\"
-                FROM flow 
-                WHERE workspace_id = $1 
-                    AND path = $2",
+                FROM flow_version
+                WHERE 
+                    path = $1
+                    AND workspace_id = $2
+                ORDER BY created_at DESC
+                LIMIT 1",
+                path,
                 workspace_id,
-                path
             )
             .fetch_one(db)
             .await?;
 
-            let has_preprocessor = flow_info.has_preprocessor.unwrap_or(false);
-            let is_v1_preprocessor = flow_info.is_v1_preprocessor.unwrap_or(false);
-
-            let runnable_format = if has_preprocessor && is_v1_preprocessor {
-                RunnableFormat { version: RunnableFormatVersion::V1, has_preprocessor: true }
+            if let Some(preprocessor_module) = flow_info.preprocessor_module {
+                match preprocessor_module.0 {
+                    FlowModuleValue::RawScript { content, language, .. } => {
+                        (key, PreprocessorInfo::Preprocessor { content, language })
+                    }
+                    FlowModuleValue::Script { path, hash, .. } => {
+                        let hash = if let Some(hash) = hash {
+                            hash.0
+                        } else {
+                            let script_hash =
+                                get_latest_deployed_hash_for_path(db, workspace_id, &path).await?;
+                            script_hash.hash
+                        };
+                        let script_info = get_script_info(db, workspace_id, hash).await?;
+                        (
+                            key,
+                            PreprocessorInfo::Preprocessor {
+                                content: script_info.content,
+                                language: script_info.language,
+                            },
+                        )
+                    }
+                    _ => {
+                        return Err(windmill_common::error::Error::internal_err(
+                            "Unsupported preprocessor module".to_string(),
+                        ));
+                    }
+                }
             } else {
-                runnable_format_from_schema(trigger_kind, has_preprocessor, flow_info.schema)
-            };
-
-            RUNNABLE_FORMAT_VERSION_CACHE.insert(key, runnable_format);
-
-            Ok(runnable_format)
+                (
+                    key,
+                    PreprocessorInfo::NoPreprocessor { schema: flow_info.schema },
+                )
+            }
         }
         RunnableId::ScriptId(script_id) => {
             let hash = script_id.get_script_hash(workspace_id, db).await?;
-            let key = (workspace_id.to_string(), hash, trigger_kind.clone());
+            let key = (
+                HubOrWorkspaceId::WorkspaceId(workspace_id.to_string()),
+                hash,
+                trigger_kind.clone(),
+            );
             let runnable_format = RUNNABLE_FORMAT_VERSION_CACHE.get(&key);
 
             if let Some(runnable_format) = runnable_format {
@@ -194,47 +317,36 @@ pub async fn get_runnable_format(
 
             let script_info = get_script_info(db, workspace_id, hash).await?;
 
-            let has_preprocessor = script_info.has_preprocessor.unwrap_or(false);
-
-            let runnable_format = if has_preprocessor {
-                let args = match script_info.language {
-                    ScriptLang::Bun
-                    | ScriptLang::Bunnative
-                    | ScriptLang::Deno
-                    | ScriptLang::Nativets => {
-                        let args = windmill_parser_ts::parse_deno_signature(
-                            &script_info.content,
-                            true,
-                            false,
-                            Some("preprocessor".to_string()),
-                        )?;
-                        Some(args.args)
-                    }
-                    ScriptLang::Python3 => {
-                        let args = windmill_parser_py::parse_python_signature(
-                            &script_info.content,
-                            Some("preprocessor".to_string()),
-                            false,
-                        )?;
-                        Some(args.args)
-                    }
-                    _ => None,
-                };
-
-                if args.is_some_and(|args| args.iter().any(|arg| arg.name == "wm_trigger")) {
-                    RunnableFormat { version: RunnableFormatVersion::V1, has_preprocessor: true }
-                } else {
-                    runnable_format_from_schema(trigger_kind, has_preprocessor, script_info.schema)
-                }
+            if script_info.has_preprocessor.unwrap_or(false) {
+                (
+                    key,
+                    PreprocessorInfo::Preprocessor {
+                        content: script_info.content,
+                        language: script_info.language,
+                    },
+                )
             } else {
-                runnable_format_from_schema(trigger_kind, has_preprocessor, script_info.schema)
-            };
-
-            RUNNABLE_FORMAT_VERSION_CACHE.insert(key, runnable_format);
-
-            Ok(runnable_format)
+                (
+                    key,
+                    PreprocessorInfo::NoPreprocessor { schema: script_info.schema },
+                )
+            }
         }
-    }
+    };
+
+    let runnable_format = match preprocessor_info {
+        PreprocessorInfo::Preprocessor { content, language } => {
+            let args = get_preprocessor_args_from_content_and_language(&content, &language)?;
+            runnable_format_from_preprocessor_args(args)
+        }
+        PreprocessorInfo::NoPreprocessor { schema } => {
+            runnable_format_from_schema_without_preprocessor(trigger_kind, schema)
+        }
+    };
+
+    RUNNABLE_FORMAT_VERSION_CACHE.insert(key, runnable_format);
+
+    Ok(runnable_format)
 }
 
 #[allow(dead_code)]

backend/windmill-api/src/users.rs

@@ -8,6 +8,8 @@
 
 #![allow(non_snake_case)]
 
+use quick_cache::sync::Cache;
+
 use std::sync::atomic::AtomicBool;
 use std::sync::Arc;
 use std::time::Duration;
@@ -20,7 +22,8 @@ use crate::utils::{
     generate_instance_wide_unique_username, get_instance_username_or_create_pending,
 };
 use crate::{
-    db::DB, utils::require_super_admin, webhook_util::WebhookShared, COOKIE_DOMAIN, IS_SECURE,
+    auth::ExpiringAuthCache, db::DB, utils::require_super_admin, webhook_util::WebhookShared,
+    COOKIE_DOMAIN, IS_SECURE,
 };
 use argon2::{Argon2, PasswordHash, PasswordVerifier};
 use axum::{
@@ -214,6 +217,10 @@ pub async fn fetch_api_authed(
     fetch_api_authed_from_permissioned_as(permissioned_as, email, w_id, db, username_override).await
 }
 
+lazy_static::lazy_static! {
+    static ref API_AUTHED_CACHE: Cache<(String,String,String), ExpiringAuthCache> = Cache::new(300);
+}
+
 #[allow(unused)]
 pub async fn fetch_api_authed_from_permissioned_as(
     permissioned_as: String,
@@ -222,18 +229,43 @@ pub async fn fetch_api_authed_from_permissioned_as(
     db: &DB,
     username_override: Option<String>,
 ) -> error::Result<ApiAuthed> {
-    let authed =
-        fetch_authed_from_permissioned_as(permissioned_as, email.clone(), w_id, db).await?;
-    Ok(ApiAuthed {
-        username: authed.username,
-        email: email,
-        is_admin: authed.is_admin,
-        is_operator: authed.is_operator,
-        groups: authed.groups,
-        folders: authed.folders,
-        scopes: authed.scopes,
-        username_override: username_override,
-    })
+    let key = (w_id.to_string(), permissioned_as.clone(), email.clone());
+
+    let mut api_authed = match API_AUTHED_CACHE.get(&key) {
+        Some(expiring_authed) if expiring_authed.expiry > chrono::Utc::now() => {
+            tracing::debug!("API authed cache hit for user {}", email);
+            expiring_authed.authed
+        }
+        _ => {
+            tracing::debug!("API authed cache miss for user {}", email);
+            let authed =
+                fetch_authed_from_permissioned_as(permissioned_as, email.clone(), w_id, db).await?;
+
+            let api_authed = ApiAuthed {
+                username: authed.username,
+                email: email,
+                is_admin: authed.is_admin,
+                is_operator: authed.is_operator,
+                groups: authed.groups,
+                folders: authed.folders,
+                scopes: authed.scopes,
+                username_override: None,
+            };
+
+            API_AUTHED_CACHE.insert(
+                key,
+                ExpiringAuthCache {
+                    authed: api_authed.clone(),
+                    expiry: chrono::Utc::now() + chrono::Duration::try_seconds(120).unwrap(),
+                },
+            );
+
+            api_authed
+        }
+    };
+
+    api_authed.username_override = username_override;
+    Ok(api_authed)
 }
 
 #[derive(FromRow, Serialize)]
@@ -302,6 +334,7 @@ pub struct NewUser {
     pub super_admin: bool,
     pub name: Option<String>,
     pub company: Option<String>,
+    pub skip_email: Option<bool>,
 }
 
 #[derive(Deserialize)]

backend/windmill-api/src/utils.rs

@@ -6,6 +6,8 @@
  * LICENSE-AGPL for a copy of the license.
  */
 
+use std::fmt::Display;
+
 use axum::{body::Body, response::Response};
 use regex::Regex;
 use serde::{Deserialize, Deserializer};
@@ -36,6 +38,16 @@ pub enum RunnableKind {
     Flow,
 }
 
+impl Display for RunnableKind {
+    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
+        let runnable_kind = match self {
+            RunnableKind::Script => "script",
+            RunnableKind::Flow => "flow"
+        };
+        write!(f, "{}", runnable_kind)
+    }
+}
+
 pub async fn require_super_admin(db: &DB, email: &str) -> error::Result<()> {
     let is_admin = is_super_admin_email(db, email).await?;
 
@@ -415,3 +427,10 @@ pub async fn acknowledge_all_critical_alerts(
     );
     Ok("All unacknowledged critical alerts acknowledged".to_string())
 }
+
+#[cfg(feature = "http_trigger")]
+#[derive(Clone)]
+pub struct ExpiringCacheEntry<T> {
+    pub value: T,
+    pub expiry: std::time::Instant,
+}

backend/windmill-api/src/websocket_triggers.rs

@@ -24,14 +24,14 @@ use windmill_audit::{audit_ee::audit_log, ActionKind};
 use windmill_common::{
     db::UserDB,
     error::{self, to_anyhow, JsonResult},
+    triggers::TriggerKind,
     utils::{not_found_if_none, paginate, report_critical_error, Pagination, StripPath},
     worker::{to_raw_value, CLOUD_HOSTED},
     INSTANCE_NAME,
 };
+use windmill_git_sync::handle_deployment_metadata;
 use windmill_queue::PushArgsOwned;
 
-use windmill_queue::TriggerKind;
-
 use crate::{
     capture::{insert_capture_payload, WebsocketTriggerConfig},
     db::{ApiAuthed, DB},
@@ -195,6 +195,7 @@ async fn get_websocket_trigger(
 
 async fn create_websocket_trigger(
     authed: ApiAuthed,
+    Extension(db): Extension<DB>,
     Extension(user_db): Extension<UserDB>,
     Path(w_id): Path<String>,
     Json(ct): Json<NewWebsocketTrigger>,
@@ -244,11 +245,23 @@ async fn create_websocket_trigger(
 
     tx.commit().await?;
 
+    handle_deployment_metadata(
+        &authed.email,
+        &authed.username,
+        &db,
+        &w_id,
+        windmill_git_sync::DeployedObject::WebsocketTrigger { path: ct.path.clone() },
+        Some(format!("WebSocket trigger '{}' created", ct.path)),
+        true,
+    )
+    .await?;
+
     Ok((StatusCode::CREATED, format!("{}", ct.path)))
 }
 
 async fn update_websocket_trigger(
     authed: ApiAuthed,
+    Extension(db): Extension<DB>,
     Extension(user_db): Extension<UserDB>,
     Path((w_id, path)): Path<(String, StripPath)>,
     Json(ct): Json<EditWebsocketTrigger>,
@@ -287,16 +300,27 @@ async fn update_websocket_trigger(
         &mut *tx,
         &authed,
         "websocket_triggers.update",
-        ActionKind::Create,
+        ActionKind::Update,
         &w_id,
-        Some(path),
+        Some(&ct.path),
         None,
     )
     .await?;
 
     tx.commit().await?;
 
-    Ok(path.to_string())
+    handle_deployment_metadata(
+        &authed.email,
+        &authed.username,
+        &db,
+        &w_id,
+        windmill_git_sync::DeployedObject::WebsocketTrigger { path: ct.path.clone() },
+        Some(format!("WebSocket trigger '{}' updated", ct.path)),
+        true,
+    )
+    .await?;
+
+    Ok(ct.path.to_string())
 }
 
 #[derive(Deserialize)]
@@ -306,6 +330,7 @@ pub struct SetEnabled {
 
 pub async fn set_enabled(
     authed: ApiAuthed,
+    Extension(db): Extension<DB>,
     Extension(user_db): Extension<UserDB>,
     Path((w_id, path)): Path<(String, StripPath)>,
     Json(payload): Json<SetEnabled>,
@@ -339,6 +364,17 @@ pub async fn set_enabled(
 
     tx.commit().await?;
 
+    handle_deployment_metadata(
+        &authed.email,
+        &authed.username,
+        &db,
+        &w_id,
+        windmill_git_sync::DeployedObject::WebsocketTrigger { path: path.to_string() },
+        Some(format!("WebSocket trigger '{}' updated", path)),
+        true,
+    )
+    .await?;
+
     Ok(format!(
         "succesfully updated WebSocket trigger at path {} to status {}",
         path, payload.enabled
@@ -347,6 +383,7 @@ pub async fn set_enabled(
 
 async fn delete_websocket_trigger(
     authed: ApiAuthed,
+    Extension(db): Extension<DB>,
     Extension(user_db): Extension<UserDB>,
     Path((w_id, path)): Path<(String, StripPath)>,
 ) -> error::Result<String> {
@@ -373,6 +410,17 @@ async fn delete_websocket_trigger(
 
     tx.commit().await?;
 
+    handle_deployment_metadata(
+        &authed.email,
+        &authed.username,
+        &db,
+        &w_id,
+        windmill_git_sync::DeployedObject::WebsocketTrigger { path: path.to_string() },
+        Some(format!("WebSocket trigger '{}' deleted", path)),
+        true,
+    )
+    .await?;
+
     Ok(format!("WebSocket trigger {path} deleted"))
 }
 

backend/windmill-api/src/workspaces_export.rs

@@ -360,6 +360,7 @@ pub(crate) async fn tarball_workspace(
                 ScriptLang::Bigquery => "bq.sql",
                 ScriptLang::Snowflake => "sf.sql",
                 ScriptLang::Mssql => "ms.sql",
+                ScriptLang::DuckDb => "duckdb.sql",
                 ScriptLang::Graphql => "gql",
                 ScriptLang::Nativets => "fetch.ts",
                 ScriptLang::Bun | ScriptLang::Bunnative => {
@@ -763,6 +764,45 @@ pub(crate) async fn tarball_workspace(
                     .await?;
             }
         }
+
+        #[cfg(all(feature = "enterprise", feature = "mqtt_trigger"))]
+        {
+            let mqtt_triggers = sqlx::query_as!(
+                crate::mqtt_triggers::MqttTrigger,
+                r#"
+                SELECT
+                    mqtt_resource_path,
+                    subscribe_topics as "subscribe_topics: _",
+                    v3_config as "v3_config: _",
+                    v5_config as "v5_config: _",
+                    client_version AS "client_version: _",
+                    client_id,
+                    workspace_id,
+                    path,
+                    script_path,
+                    is_flow,
+                    edited_by,
+                    email,
+                    edited_at,
+                    server_id,
+                    last_server_ping,
+                    extra_perms,
+                    error,
+                    enabled
+                FROM 
+                    mqtt_trigger
+                "#,
+            )
+            .fetch_all(&mut *tx)
+            .await?;
+
+            for trigger in mqtt_triggers {
+                let trigger_str = &to_string_without_metadata(&trigger, false, None).unwrap();
+                archive
+                    .write_to_archive(&trigger_str, &format!("{}.mqtt_trigger.json", trigger.path))
+                    .await?;
+            }
+        }
     }
 
     if include_users.unwrap_or(false) {

backend/windmill-common/Cargo.toml

@@ -12,14 +12,14 @@ tantivy = []
 prometheus = ["dep:prometheus"]
 loki = ["dep:tracing-loki"]
 benchmark = []
-parquet = ["dep:object_store", "dep:aws-config", "dep:aws-sdk-sts", "dep:datafusion"]
+parquet = ["dep:object_store", "dep:aws-config", "dep:aws-sdk-sts", "dep:aws-smithy-types-convert", "dep:datafusion"]
 aws_auth = ["dep:aws-sdk-sts", "dep:aws-config"]
 otel = ["dep:opentelemetry-semantic-conventions", "dep:opentelemetry-otlp", "dep:opentelemetry_sdk", 
     "dep:opentelemetry", "dep:tracing-opentelemetry", "dep:opentelemetry-appender-tracing", "dep:tonic"]
 smtp = ["dep:mail-send"]
 scoped_cache = []
 cloud = []
-
+openidconnect = ["dep:openidconnect"]
 [lib]
 name = "windmill_common"
 path = "src/lib.rs"
@@ -62,6 +62,7 @@ object_store = { workspace = true, optional = true }
 prometheus = { workspace = true, optional = true }
 aws-config = { workspace = true, optional = true }
 aws-sdk-sts = { workspace = true, optional = true }
+aws-smithy-types-convert = { workspace = true, optional = true }
 indexmap.workspace = true
 bytes.workspace = true
 mail-send = { workspace = true, optional = true }
@@ -71,8 +72,13 @@ const_format.workspace = true
 crc.workspace = true
 windmill-macros.workspace = true
 windmill-parser-sql.workspace = true
+windmill-parser-ts.workspace = true
+windmill-parser-py.workspace = true
 jsonwebtoken.workspace = true
 backon.workspace = true
+openidconnect = { workspace = true, optional = true }
+strum.workspace = true
+strum_macros.workspace = true
 
 semver.workspace = true
 croner = "2.0.6"

backend/windmill-common/src/client.rs

@@ -0,0 +1,244 @@
+use anyhow::Context;
+use reqwest::{Body, Response};
+use serde::de::DeserializeOwned;
+
+use crate::{
+    error::{self, to_anyhow},
+    s3_helpers::{DuckdbConnectionSettingsQueryV2, DuckdbConnectionSettingsResponse},
+    utils::HTTP_CLIENT,
+};
+
+#[derive(Clone)]
+pub struct AuthedClient {
+    pub base_internal_url: String,
+    pub workspace: String,
+    pub token: String,
+    pub force_client: Option<reqwest::Client>,
+}
+
+impl AuthedClient {
+    pub async fn get(&self, url: &str, query: Vec<(&str, String)>) -> anyhow::Result<Response> {
+        self.force_client
+            .as_ref()
+            .unwrap_or(&HTTP_CLIENT)
+            .get(url)
+            .query(&query)
+            .header(
+                reqwest::header::ACCEPT,
+                reqwest::header::HeaderValue::from_static("application/json"),
+            )
+            .header(
+                reqwest::header::AUTHORIZATION,
+                reqwest::header::HeaderValue::from_str(&format!("Bearer {}", self.token))?,
+            )
+            .send()
+            .await
+            .map_err(|e| {
+                tracing::error!("Error executing get request from authed http client to {url} with query {query:?}: {e}");
+                anyhow::anyhow!("Error executing get request from authed http client to {url} with query {query:?}: {e}")
+            })
+    }
+
+    pub async fn get_id_token(&self, audience: &str) -> anyhow::Result<String> {
+        let url = format!(
+            "{}/api/w/{}/oidc/token/{}",
+            self.base_internal_url, self.workspace, audience
+        );
+        let response = self.get(&url, vec![]).await?;
+        match response.status().as_u16() {
+            200u16 => Ok(response
+                .json::<String>()
+                .await
+                .context("decoding oidc token as json string")?),
+            _ => Err(anyhow::anyhow!(response.text().await.unwrap_or_default())),
+        }
+    }
+
+    pub async fn get_resource_value<T: DeserializeOwned>(&self, path: &str) -> anyhow::Result<T> {
+        let url = format!(
+            "{}/api/w/{}/resources/get_value/{}",
+            self.base_internal_url, self.workspace, path
+        );
+        let response = self.get(&url, vec![]).await?;
+        match response.status().as_u16() {
+            200u16 => Ok(response
+                .json::<T>()
+                .await
+                .context("decoding resource value as json")?),
+            _ => Err(anyhow::anyhow!(response.text().await.unwrap_or_default())),
+        }
+    }
+
+    pub async fn get_variable_value(&self, path: &str) -> anyhow::Result<String> {
+        let url = format!(
+            "{}/api/w/{}/variables/get_value/{}",
+            self.base_internal_url, self.workspace, path
+        );
+        let response = self.get(&url, vec![]).await?;
+        match response.status().as_u16() {
+            200u16 => Ok(response
+                .json::<String>()
+                .await
+                .context("decoding variable value as json")?),
+            _ => Err(anyhow::anyhow!(response.text().await.unwrap_or_default())),
+        }
+    }
+
+    pub async fn get_resource_value_interpolated<T: DeserializeOwned>(
+        &self,
+        path: &str,
+        job_id: Option<String>,
+    ) -> anyhow::Result<T> {
+        let url = format!(
+            "{}/api/w/{}/resources/get_value_interpolated/{}",
+            self.base_internal_url, self.workspace, path
+        );
+        let mut query = Vec::with_capacity(1usize);
+        if let Some(v) = &job_id {
+            query.push(("job_id", v.to_string()));
+        }
+        let response = self.get(&url, query).await?;
+        match response.status().as_u16() {
+            200u16 => Ok(response
+                .json::<T>()
+                .await
+                .context("decoding interpolated resource value as json")?),
+            _ => Err(anyhow::anyhow!(response.text().await.unwrap_or_default())),
+        }
+    }
+
+    pub async fn get_completed_job_result<T: DeserializeOwned>(
+        &self,
+        path: &str,
+        json_path: Option<String>,
+    ) -> anyhow::Result<T> {
+        let url = format!(
+            "{}/api/w/{}/jobs_u/completed/get_result/{}",
+            self.base_internal_url, self.workspace, path
+        );
+        let query = if let Some(json_path) = json_path {
+            vec![("json_path", json_path)]
+        } else {
+            vec![]
+        };
+        let response = self.get(&url, query).await?;
+        match response.status().as_u16() {
+            200u16 => Ok(response
+                .json::<T>()
+                .await
+                .context("decoding completed job result as json")?),
+            _ => Err(anyhow::anyhow!(response.text().await.unwrap_or_default())),
+        }
+    }
+
+    pub async fn get_result_by_id<T: DeserializeOwned>(
+        &self,
+        flow_job_id: &str,
+        node_id: &str,
+        json_path: Option<String>,
+    ) -> anyhow::Result<T> {
+        let url = format!(
+            "{}/api/w/{}/jobs/result_by_id/{}/{}",
+            self.base_internal_url, self.workspace, flow_job_id, node_id
+        );
+        let query = if let Some(json_path) = json_path {
+            vec![("json_path", json_path)]
+        } else {
+            vec![]
+        };
+        let response = self.get(&url, query).await?;
+        match response.status().as_u16() {
+            200u16 => Ok(response
+                .json::<T>()
+                .await
+                .context("decoding result by id as json")?),
+            _ => Err(anyhow::anyhow!(response.text().await.unwrap_or_default())),
+        }
+    }
+
+    pub async fn upload_s3_file<S>(
+        &self,
+        workspace_id: &str,
+        object_key: String,
+        storage: Option<String>,
+        body: S,
+    ) -> anyhow::Result<()>
+    where
+        S: futures::stream::TryStream + Send + 'static,
+        S::Error: Into<Box<dyn std::error::Error + Send + Sync>>,
+        bytes::Bytes: From<S::Ok>,
+    {
+        let mut query = vec![("file_key", object_key)];
+        if let Some(storage) = storage {
+            query.push(("storage", storage));
+        }
+        let response = self
+            .force_client
+            .as_ref()
+            .unwrap_or(&HTTP_CLIENT)
+            .post(format!(
+                "{}/api/w/{}/job_helpers/upload_s3_file",
+                self.base_internal_url, workspace_id
+            ))
+            .query(&query)
+            .header(
+                reqwest::header::ACCEPT,
+                reqwest::header::HeaderValue::from_static("application/json"),
+            )
+            .header(
+                reqwest::header::AUTHORIZATION,
+                reqwest::header::HeaderValue::from_str(&format!("Bearer {}", self.token))
+                    .map_err(|e| anyhow::anyhow!(e.to_string()))?,
+            )
+            .body(Body::wrap_stream(body))
+            .send()
+            .await
+            .context(format!("Sent upload_s3_file request",))
+            .map_err(|e| anyhow::anyhow!(e.to_string()))?;
+
+        match response.status().as_u16() {
+            200u16 => Ok(()),
+            _ => Err(anyhow::anyhow!(response.text().await.unwrap_or_default()))?,
+        }
+    }
+
+    pub async fn get_duckdb_connection_settings(
+        &self,
+        s3: &DuckdbConnectionSettingsQueryV2,
+    ) -> error::Result<DuckdbConnectionSettingsResponse> {
+        let url = format!(
+            "{}/api/w/{}/job_helpers/v2/duckdb_connection_settings",
+            self.base_internal_url, &self.workspace
+        );
+        let response = self
+            .force_client
+            .as_ref()
+            .unwrap_or(&HTTP_CLIENT)
+            .post(url)
+            .header(
+                reqwest::header::CONTENT_TYPE,
+                reqwest::header::HeaderValue::from_static("application/json"),
+            )
+            .header(
+                reqwest::header::ACCEPT,
+                reqwest::header::HeaderValue::from_static("application/json"),
+            )
+            .header(
+                reqwest::header::AUTHORIZATION,
+                reqwest::header::HeaderValue::from_str(&format!("Bearer {}", self.token))
+                    .map_err(|e| error::Error::BadConfig(e.to_string()))?,
+            )
+            .body(serde_json::to_string(&s3).map_err(to_anyhow)?)
+            .send()
+            .await
+            .context(format!("Sent get_duckdb_connection_settings request",))
+            .map_err(error::Error::from)?;
+        match response.status().as_u16() {
+            200u16 => Ok(response
+                .json::<DuckdbConnectionSettingsResponse>()
+                .await
+                .context("decoding duckdb_connection_settings response as json")?),
+            _ => Err(anyhow::anyhow!(response.text().await.unwrap_or_default()))?,
+        }
+    }
+}

backend/windmill-common/src/db.rs

@@ -120,62 +120,6 @@ impl UserDB {
         .execute(&mut *tx)
         .await?;
 
-        // set_session_context(
-        //     username TEXT,
-        //     groups TEXT,
-        //     pgroups TEXT,
-        //     folders_read TEXT,
-        //     folders_write TEXT
-        // )
-
-        // sqlx::query!(
-        //     "SELECT set_config('session.user', $1, true)",
-        //     authed.username()
-        // )
-        // .fetch_optional(&mut *tx)
-        // .await?;
-
-        // sqlx::query!(
-        //     "SELECT set_config('session.groups', $1, true)",
-        //     &authed.groups().join(",")
-        // )
-        // .fetch_optional(&mut *tx)
-        // .await?;
-
-        // sqlx::query!(
-        //     "SELECT set_config('session.pgroups', $1, true)",
-        //     &authed
-        //         .groups()
-        //         .iter()
-        //         .map(|x| format!("g/{}", x))
-        //         .collect::<Vec<_>>()
-        //         .join(",")
-        // )
-        // .fetch_optional(&mut *tx)
-        // .await?;
-
-        // sqlx::query!(
-        //     "SELECT set_config('session.folders_read', $1, true)",
-        //     folders_read
-        //         .iter()
-        //         .map(|x| x.0.clone())
-        //         .collect::<Vec<_>>()
-        //         .join(",")
-        // )
-        // .fetch_optional(&mut *tx)
-        // .await?;
-
-        // sqlx::query!(
-        //     "SELECT set_config('session.folders_write', $1, true)",
-        //     folders_write
-        //         .iter()
-        //         .map(|x| x.0.clone())
-        //         .collect::<Vec<_>>()
-        //         .join(",")
-        // )
-        // .fetch_optional(&mut *tx)
-        // .await?;
-
         Ok(tx)
     }
 }

backend/windmill-common/src/global_settings.rs

@@ -30,7 +30,7 @@ pub const EXPOSE_METRICS_SETTING: &str = "expose_metrics";
 pub const EXPOSE_DEBUG_METRICS_SETTING: &str = "expose_debug_metrics";
 pub const KEEP_JOB_DIR_SETTING: &str = "keep_job_dir";
 pub const REQUIRE_PREEXISTING_USER_FOR_OAUTH_SETTING: &str = "require_preexisting_user_for_oauth";
-pub const OBJECT_STORE_CACHE_CONFIG_SETTING: &str = "object_store_cache_config";
+pub const OBJECT_STORE_CONFIG_SETTING: &str = "object_store_cache_config";
 
 pub const AUTOMATE_USERNAME_CREATION_SETTING: &str = "automate_username_creation";
 pub const HUB_BASE_URL_SETTING: &str = "hub_base_url";

backend/windmill-common/src/job_s3_helpers_ee.rs

@@ -1,18 +1,34 @@
-use std::future::Future;
+use crate::s3_helpers::{ObjectStoreResource, StorageResourceType};
 
-use crate::{
-    error::Error,
-    s3_helpers::{ObjectStoreResource, StorageResourceType},
-};
-
-pub async fn get_s3_resource_internal<'c, F, Fut>(
+pub async fn get_s3_resource_internal<'c>(
     _resource_type: StorageResourceType,
     _s3_resource_value_raw: serde_json::Value,
-    _gen_token: F,
-) -> crate::error::Result<ObjectStoreResource>
-where
-    F: FnOnce(String) -> Fut,
-    Fut: Future<Output = Result<String, Error>> + Send + 'static,
-{
+    _gen_token: TokenGenerator<'c>,
+    _db: &crate::DB,
+) -> crate::error::Result<ObjectStoreResource> {
+    todo!()
+}
+
+pub enum TokenGenerator<'c> {
+    AsClient(&'c crate::client::AuthedClient),
+    AsServerInstance(),
+}
+
+impl<'c> TokenGenerator<'c> {
+    pub async fn gen_token(
+        &self,
+        _audience: &str,
+        _db: Option<&crate::DB>,
+    ) -> anyhow::Result<String> {
+        todo!()
+    }
+}
+
+#[cfg(feature = "parquet")]
+pub(crate) async fn generate_s3_aws_oidc_resource<'c>(
+    _clone: crate::s3_helpers::S3AwsOidcResource,
+    _token_generator: TokenGenerator<'c>,
+    _init_private_key: Option<&sqlx::Pool<sqlx::Postgres>>,
+) -> crate::error::Result<ObjectStoreResource> {
     todo!()
 }

backend/windmill-common/src/jobs.rs

@@ -18,8 +18,9 @@ use crate::{
     flow_status::{FlowStatus, RestartedFrom},
     flows::{FlowNodeId, FlowValue, Retry},
     get_latest_deployed_hash_for_path, get_latest_flow_version_info_for_path,
-    scripts::{ScriptHash, ScriptLang},
+    scripts::{get_full_hub_script_by_path, ScriptHash, ScriptLang},
     users::username_to_permissioned_as,
+    utils::{StripPath, HTTP_CLIENT},
     worker::{to_raw_value, TMP_DIR},
     FlowVersionInfo, ScriptHashInfo,
 };
@@ -270,6 +271,7 @@ impl CompletedJob {
 pub enum JobPayload {
     ScriptHub {
         path: String,
+        apply_preprocessor: bool,
     },
     ScriptHash {
         hash: ScriptHash,
@@ -387,6 +389,25 @@ pub struct OnBehalfOf {
     pub permissioned_as: String,
 }
 
+pub fn get_has_preprocessor_from_content_and_lang(
+    content: &str,
+    language: &ScriptLang,
+) -> error::Result<bool> {
+    let has_preprocessor = match language {
+        ScriptLang::Bun | ScriptLang::Bunnative | ScriptLang::Deno | ScriptLang::Nativets => {
+            let args = windmill_parser_ts::parse_deno_signature(&content, true, true, None)?;
+            args.has_preprocessor.unwrap_or(false)
+        }
+        ScriptLang::Python3 => {
+            let args = windmill_parser_py::parse_python_signature(&content, None, true)?;
+            args.has_preprocessor.unwrap_or(false)
+        }
+        _ => false,
+    };
+
+    Ok(has_preprocessor)
+}
+
 pub async fn script_path_to_payload<'e, A: sqlx::Acquire<'e, Database = Postgres> + Send>(
     script_path: &str,
     db: A,
@@ -399,63 +420,74 @@ pub async fn script_path_to_payload<'e, A: sqlx::Acquire<'e, Database = Postgres
     Option<i32>,
     Option<OnBehalfOf>,
 )> {
-    let (job_payload, tag, delete_after_use, script_timeout, on_behalf_of) =
-        if script_path.starts_with("hub/") {
-            (
-                JobPayload::ScriptHub { path: script_path.to_owned() },
-                None,
-                None,
-                None,
-                None,
-            )
+    let (job_payload, tag, delete_after_use, script_timeout, on_behalf_of) = if script_path
+        .starts_with("hub/")
+    {
+        let hub_script =
+            get_full_hub_script_by_path(StripPath(script_path.to_string()), &HTTP_CLIENT, None)
+                .await?;
+
+        let has_preprocessor =
+            get_has_preprocessor_from_content_and_lang(&hub_script.content, &hub_script.language)?;
+
+        (
+            JobPayload::ScriptHub {
+                path: script_path.to_owned(),
+                apply_preprocessor: has_preprocessor && !skip_preprocessor.unwrap_or(false),
+            },
+            None,
+            None,
+            None,
+            None,
+        )
+    } else {
+        let ScriptHashInfo {
+            hash,
+            tag,
+            concurrency_key,
+            concurrent_limit,
+            concurrency_time_window_s,
+            cache_ttl,
+            language,
+            dedicated_worker,
+            priority,
+            delete_after_use,
+            timeout,
+            has_preprocessor,
+            on_behalf_of_email,
+            created_by,
+            ..
+        } = get_latest_deployed_hash_for_path(db, w_id, script_path).await?;
+
+        let on_behalf_of = if let Some(email) = on_behalf_of_email {
+            Some(OnBehalfOf {
+                email,
+                permissioned_as: username_to_permissioned_as(created_by.as_str()),
+            })
         } else {
-            let ScriptHashInfo {
-                hash,
-                tag,
-                concurrency_key,
+            None
+        };
+
+        (
+            JobPayload::ScriptHash {
+                hash: ScriptHash(hash),
+                path: script_path.to_owned(),
+                custom_concurrency_key: concurrency_key,
                 concurrent_limit,
                 concurrency_time_window_s,
-                cache_ttl,
+                cache_ttl: cache_ttl,
                 language,
                 dedicated_worker,
                 priority,
-                delete_after_use,
-                timeout,
-                has_preprocessor,
-                on_behalf_of_email,
-                created_by,
-                ..
-            } = get_latest_deployed_hash_for_path(db, w_id, script_path).await?;
-
-            let on_behalf_of = if let Some(email) = on_behalf_of_email {
-                Some(OnBehalfOf {
-                    email,
-                    permissioned_as: username_to_permissioned_as(created_by.as_str()),
-                })
-            } else {
-                None
-            };
-
-            (
-                JobPayload::ScriptHash {
-                    hash: ScriptHash(hash),
-                    path: script_path.to_owned(),
-                    custom_concurrency_key: concurrency_key,
-                    concurrent_limit,
-                    concurrency_time_window_s,
-                    cache_ttl: cache_ttl,
-                    language,
-                    dedicated_worker,
-                    priority,
-                    apply_preprocessor: !skip_preprocessor.unwrap_or(false)
-                        && has_preprocessor.unwrap_or(false),
-                },
-                tag,
-                delete_after_use,
-                timeout,
-                on_behalf_of,
-            )
-        };
+                apply_preprocessor: !skip_preprocessor.unwrap_or(false)
+                    && has_preprocessor.unwrap_or(false),
+            },
+            tag,
+            delete_after_use,
+            timeout,
+            on_behalf_of,
+        )
+    };
     Ok((
         job_payload,
         tag,
@@ -576,11 +608,11 @@ pub async fn get_logs_from_store(
     logs: &str,
     log_file_index: &Option<Vec<String>>,
 ) -> Option<impl Stream<Item = Result<Bytes, object_store::Error>>> {
-    use crate::s3_helpers::OBJECT_STORE_CACHE_SETTINGS;
+    use crate::s3_helpers::get_object_store;
 
     if log_offset > 0 {
         if let Some(file_index) = log_file_index.clone() {
-            if let Some(os) = OBJECT_STORE_CACHE_SETTINGS.read().await.clone() {
+            if let Some(os) = get_object_store().await {
                 let logs = logs.to_string();
                 let stream = async_stream::stream! {
                     for file_p in file_index.clone() {

backend/windmill-common/src/lib.rs

@@ -30,6 +30,7 @@ pub mod auth;
 #[cfg(feature = "benchmark")]
 pub mod bench;
 pub mod cache;
+pub mod client;
 pub mod db;
 pub mod ee;
 pub mod email_ee;
@@ -43,6 +44,9 @@ pub mod job_metrics;
 #[cfg(feature = "parquet")]
 pub mod job_s3_helpers_ee;
 
+#[cfg(all(feature = "enterprise", feature = "openidconnect"))]
+pub mod oidc_ee;
+
 pub mod jobs;
 pub mod jwt;
 pub mod more_serde;
@@ -62,6 +66,7 @@ pub mod utils;
 pub mod variables;
 pub mod worker;
 pub mod workspaces;
+pub mod triggers;
 
 pub const DEFAULT_MAX_CONNECTIONS_SERVER: u32 = 50;
 pub const DEFAULT_MAX_CONNECTIONS_WORKER: u32 = 5;