fix environment variable error and enable docker build automation (#94)

* chore: fix database import error

* remove unused file and improve env example

* docker build automation

.env.example

@@ -65,14 +65,7 @@ SURREAL_PASSWORD="root"
 SURREAL_NAMESPACE="open_notebook"
 SURREAL_DATABASE="staging"
 
-# Old format (backward compatible) - will be converted automatically
-# SURREAL_ADDRESS="localhost"
-# SURREAL_PORT=8000
-# SURREAL_USER="root"
-# SURREAL_PASS="root"
-# SURREAL_NAMESPACE="open_notebook"
-# SURREAL_DATABASE="staging"
-
+# OPEN_NOTEBOOK_PASSWORD=
 
 # FIRECRAWL - Get a key at https://firecrawl.dev/
 FIRECRAWL_API_KEY=

.github/workflows/build-and-release.yml

@@ -0,0 +1,168 @@
+name: Build and Release
+
+on:
+  workflow_dispatch:
+    inputs:
+      build_type:
+        description: 'Build type to create'
+        required: true
+        default: 'both'
+        type: choice
+        options:
+          - both
+          - regular
+          - single
+      push_latest:
+        description: 'Also push latest tags'
+        required: false
+        default: true
+        type: boolean
+  release:
+    types: [published]
+
+env:
+  REGISTRY: docker.io
+  IMAGE_NAME: lfnovo/open_notebook
+
+jobs:
+  extract-version:
+    runs-on: ubuntu-latest
+    outputs:
+      version: ${{ steps.version.outputs.version }}
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+      
+      - name: Extract version from pyproject.toml
+        id: version
+        run: |
+          VERSION=$(grep -m1 '^version = ' pyproject.toml | cut -d'"' -f2)
+          echo "version=$VERSION" >> $GITHUB_OUTPUT
+          echo "Extracted version: $VERSION"
+
+  build-regular:
+    needs: extract-version
+    runs-on: ubuntu-latest
+    if: github.event.inputs.build_type == 'regular' || github.event.inputs.build_type == 'both' || github.event_name == 'release'
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
+      - name: Login to Docker Hub
+        uses: docker/login-action@v3
+        with:
+          username: ${{ secrets.DOCKER_USERNAME }}
+          password: ${{ secrets.DOCKER_PASSWORD }}
+
+      - name: Cache Docker layers
+        uses: actions/cache@v3
+        with:
+          path: /tmp/.buildx-cache
+          key: ${{ runner.os }}-buildx-regular-${{ github.sha }}
+          restore-keys: |
+            ${{ runner.os }}-buildx-regular-
+
+      - name: Build and push regular image
+        uses: docker/build-push-action@v5
+        with:
+          context: .
+          file: ./Dockerfile
+          platforms: linux/amd64,linux/arm64
+          push: true
+          tags: |
+            ${{ env.IMAGE_NAME }}:${{ needs.extract-version.outputs.version }}
+            ${{ github.event.inputs.push_latest == 'true' && format('{0}:latest', env.IMAGE_NAME) || '' }}
+          cache-from: type=local,src=/tmp/.buildx-cache
+          cache-to: type=local,dest=/tmp/.buildx-cache-new,mode=max
+
+      - name: Move cache
+        run: |
+          rm -rf /tmp/.buildx-cache
+          mv /tmp/.buildx-cache-new /tmp/.buildx-cache
+
+  build-single:
+    needs: extract-version
+    runs-on: ubuntu-latest
+    if: github.event.inputs.build_type == 'single' || github.event.inputs.build_type == 'both' || github.event_name == 'release'
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
+      - name: Login to Docker Hub
+        uses: docker/login-action@v3
+        with:
+          username: ${{ secrets.DOCKER_USERNAME }}
+          password: ${{ secrets.DOCKER_PASSWORD }}
+
+      - name: Cache Docker layers
+        uses: actions/cache@v3
+        with:
+          path: /tmp/.buildx-cache-single
+          key: ${{ runner.os }}-buildx-single-${{ github.sha }}
+          restore-keys: |
+            ${{ runner.os }}-buildx-single-
+
+      - name: Build and push single-container image
+        uses: docker/build-push-action@v5
+        with:
+          context: .
+          file: ./Dockerfile.single
+          platforms: linux/amd64,linux/arm64
+          push: true
+          tags: |
+            ${{ env.IMAGE_NAME }}:${{ needs.extract-version.outputs.version }}-single
+            ${{ github.event.inputs.push_latest == 'true' && format('{0}:latest-single', env.IMAGE_NAME) || '' }}
+          cache-from: type=local,src=/tmp/.buildx-cache-single
+          cache-to: type=local,dest=/tmp/.buildx-cache-single-new,mode=max
+
+      - name: Move cache
+        run: |
+          rm -rf /tmp/.buildx-cache-single
+          mv /tmp/.buildx-cache-single-new /tmp/.buildx-cache-single
+
+  summary:
+    needs: [extract-version, build-regular, build-single]
+    runs-on: ubuntu-latest
+    if: always()
+    steps:
+      - name: Build Summary
+        run: |
+          echo "## Build Summary" >> $GITHUB_STEP_SUMMARY
+          echo "**Version:** ${{ needs.extract-version.outputs.version }}" >> $GITHUB_STEP_SUMMARY
+          echo "**Build Type:** ${{ github.event.inputs.build_type || 'both' }}" >> $GITHUB_STEP_SUMMARY
+          echo "**Push Latest:** ${{ github.event.inputs.push_latest || 'true' }}" >> $GITHUB_STEP_SUMMARY
+          echo "" >> $GITHUB_STEP_SUMMARY
+          echo "### Images Built:" >> $GITHUB_STEP_SUMMARY
+          
+          if [[ "${{ needs.build-regular.result }}" == "success" ]]; then
+            echo "✅ **Regular:** \`${{ env.IMAGE_NAME }}:${{ needs.extract-version.outputs.version }}\`" >> $GITHUB_STEP_SUMMARY
+            if [[ "${{ github.event.inputs.push_latest }}" == "true" ]]; then
+              echo "✅ **Regular Latest:** \`${{ env.IMAGE_NAME }}:latest\`" >> $GITHUB_STEP_SUMMARY
+            fi
+          elif [[ "${{ needs.build-regular.result }}" == "skipped" ]]; then
+            echo "⏭️ **Regular:** Skipped" >> $GITHUB_STEP_SUMMARY
+          else
+            echo "❌ **Regular:** Failed" >> $GITHUB_STEP_SUMMARY
+          fi
+          
+          if [[ "${{ needs.build-single.result }}" == "success" ]]; then
+            echo "✅ **Single:** \`${{ env.IMAGE_NAME }}:${{ needs.extract-version.outputs.version }}-single\`" >> $GITHUB_STEP_SUMMARY
+            if [[ "${{ github.event.inputs.push_latest }}" == "true" ]]; then
+              echo "✅ **Single Latest:** \`${{ env.IMAGE_NAME }}:latest-single\`" >> $GITHUB_STEP_SUMMARY
+            fi
+          elif [[ "${{ needs.build-single.result }}" == "skipped" ]]; then
+            echo "⏭️ **Single:** Skipped" >> $GITHUB_STEP_SUMMARY
+          else
+            echo "❌ **Single:** Failed" >> $GITHUB_STEP_SUMMARY
+          fi
+          
+          echo "" >> $GITHUB_STEP_SUMMARY
+          echo "### Platforms:" >> $GITHUB_STEP_SUMMARY
+          echo "- linux/amd64" >> $GITHUB_STEP_SUMMARY
+          echo "- linux/arm64" >> $GITHUB_STEP_SUMMARY

.github/workflows/build-dev.yml

@@ -0,0 +1,186 @@
+name: Development Build
+
+on:
+  pull_request:
+    branches: [ main ]
+  push:
+    branches: [ main ]
+    paths-ignore:
+      - '**.md'
+      - 'docs/**'
+      - 'notebooks/**'
+      - '.github/workflows/claude*.yml'
+  workflow_dispatch:
+    inputs:
+      dockerfile:
+        description: 'Dockerfile to test'
+        required: true
+        default: 'both'
+        type: choice
+        options:
+          - both
+          - regular
+          - single
+      platform:
+        description: 'Platform to build'
+        required: true
+        default: 'linux/amd64'
+        type: choice
+        options:
+          - linux/amd64
+          - linux/arm64
+          - linux/amd64,linux/arm64
+
+env:
+  REGISTRY: docker.io
+  IMAGE_NAME: lfnovo/open_notebook
+
+jobs:
+  extract-version:
+    runs-on: ubuntu-latest
+    outputs:
+      version: ${{ steps.version.outputs.version }}
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+      
+      - name: Extract version from pyproject.toml
+        id: version
+        run: |
+          VERSION=$(grep -m1 '^version = ' pyproject.toml | cut -d'"' -f2)
+          echo "version=$VERSION" >> $GITHUB_OUTPUT
+          echo "Extracted version: $VERSION"
+
+  lint-and-check:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.12'
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v3
+
+      - name: Install dependencies
+        run: uv sync --dev
+
+      - name: Run ruff
+        run: uv run ruff check . --output-format=github
+
+      - name: Run mypy
+        run: uv run python -m mypy .
+
+  test-build-regular:
+    needs: extract-version
+    runs-on: ubuntu-latest
+    if: github.event.inputs.dockerfile == 'regular' || github.event.inputs.dockerfile == 'both' || github.event_name != 'workflow_dispatch'
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
+      - name: Cache Docker layers
+        uses: actions/cache@v3
+        with:
+          path: /tmp/.buildx-cache-dev
+          key: ${{ runner.os }}-buildx-dev-regular-${{ github.sha }}
+          restore-keys: |
+            ${{ runner.os }}-buildx-dev-regular-
+
+      - name: Build regular image (test only)
+        uses: docker/build-push-action@v5
+        with:
+          context: .
+          file: ./Dockerfile
+          platforms: ${{ github.event.inputs.platform || 'linux/amd64' }}
+          push: false
+          tags: ${{ env.IMAGE_NAME }}:${{ needs.extract-version.outputs.version }}-dev-regular
+          cache-from: type=local,src=/tmp/.buildx-cache-dev
+          cache-to: type=local,dest=/tmp/.buildx-cache-dev-new,mode=max
+
+      - name: Move cache
+        run: |
+          rm -rf /tmp/.buildx-cache-dev
+          mv /tmp/.buildx-cache-dev-new /tmp/.buildx-cache-dev
+
+  test-build-single:
+    needs: extract-version
+    runs-on: ubuntu-latest
+    if: github.event.inputs.dockerfile == 'single' || github.event.inputs.dockerfile == 'both' || github.event_name != 'workflow_dispatch'
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
+      - name: Cache Docker layers
+        uses: actions/cache@v3
+        with:
+          path: /tmp/.buildx-cache-dev-single
+          key: ${{ runner.os }}-buildx-dev-single-${{ github.sha }}
+          restore-keys: |
+            ${{ runner.os }}-buildx-dev-single-
+
+      - name: Build single-container image (test only)
+        uses: docker/build-push-action@v5
+        with:
+          context: .
+          file: ./Dockerfile.single
+          platforms: ${{ github.event.inputs.platform || 'linux/amd64' }}
+          push: false
+          tags: ${{ env.IMAGE_NAME }}:${{ needs.extract-version.outputs.version }}-dev-single
+          cache-from: type=local,src=/tmp/.buildx-cache-dev-single
+          cache-to: type=local,dest=/tmp/.buildx-cache-dev-single-new,mode=max
+
+      - name: Move cache
+        run: |
+          rm -rf /tmp/.buildx-cache-dev-single
+          mv /tmp/.buildx-cache-dev-single-new /tmp/.buildx-cache-dev-single
+
+  summary:
+    needs: [extract-version, lint-and-check, test-build-regular, test-build-single]
+    runs-on: ubuntu-latest
+    if: always()
+    steps:
+      - name: Development Build Summary
+        run: |
+          echo "## Development Build Summary" >> $GITHUB_STEP_SUMMARY
+          echo "**Version:** ${{ needs.extract-version.outputs.version }}" >> $GITHUB_STEP_SUMMARY
+          echo "**Platform:** ${{ github.event.inputs.platform || 'linux/amd64' }}" >> $GITHUB_STEP_SUMMARY
+          echo "**Dockerfile:** ${{ github.event.inputs.dockerfile || 'both' }}" >> $GITHUB_STEP_SUMMARY
+          echo "" >> $GITHUB_STEP_SUMMARY
+          echo "### Results:" >> $GITHUB_STEP_SUMMARY
+          
+          if [[ "${{ needs.lint-and-check.result }}" == "success" ]]; then
+            echo "✅ **Lint & Type Check:** Passed" >> $GITHUB_STEP_SUMMARY
+          else
+            echo "❌ **Lint & Type Check:** Failed" >> $GITHUB_STEP_SUMMARY
+          fi
+          
+          if [[ "${{ needs.test-build-regular.result }}" == "success" ]]; then
+            echo "✅ **Regular Dockerfile:** Build successful" >> $GITHUB_STEP_SUMMARY
+          elif [[ "${{ needs.test-build-regular.result }}" == "skipped" ]]; then
+            echo "⏭️ **Regular Dockerfile:** Skipped" >> $GITHUB_STEP_SUMMARY
+          else
+            echo "❌ **Regular Dockerfile:** Build failed" >> $GITHUB_STEP_SUMMARY
+          fi
+          
+          if [[ "${{ needs.test-build-single.result }}" == "success" ]]; then
+            echo "✅ **Single Dockerfile:** Build successful" >> $GITHUB_STEP_SUMMARY
+          elif [[ "${{ needs.test-build-single.result }}" == "skipped" ]]; then
+            echo "⏭️ **Single Dockerfile:** Skipped" >> $GITHUB_STEP_SUMMARY
+          else
+            echo "❌ **Single Dockerfile:** Build failed" >> $GITHUB_STEP_SUMMARY
+          fi
+          
+          echo "" >> $GITHUB_STEP_SUMMARY
+          echo "### Notes:" >> $GITHUB_STEP_SUMMARY
+          echo "- This is a development build (no images pushed to registry)" >> $GITHUB_STEP_SUMMARY
+          echo "- For production releases, use the 'Build and Release' workflow" >> $GITHUB_STEP_SUMMARY

open_notebook/database/new.py

@@ -1,178 +0,0 @@
-import os
-from contextlib import asynccontextmanager
-from datetime import datetime, timezone
-from typing import Any, Dict, List, Optional, TypeVar, Union
-
-from loguru import logger
-from surrealdb import AsyncSurreal, RecordID  # type: ignore
-
-T = TypeVar("T", Dict[str, Any], List[Dict[str, Any]])
-
-
-def get_database_url():
-    """Get database URL with backward compatibility"""
-    surreal_url = os.getenv("SURREAL_URL")
-    if surreal_url:
-        return surreal_url
-    
-    # Fallback to old format - WebSocket URL format
-    address = os.getenv("SURREAL_ADDRESS", "localhost")
-    port = os.getenv("SURREAL_PORT", "8000")
-    return f"ws://{address}/rpc:{port}"
-
-
-def get_database_password():
-    """Get password with backward compatibility"""
-    return os.getenv("SURREAL_PASSWORD") or os.getenv("SURREAL_PASS")
-
-
-def parse_record_ids(obj: Any) -> Any:
-    """Recursively parse and convert RecordIDs into strings."""
-    if isinstance(obj, dict):
-        return {k: parse_record_ids(v) for k, v in obj.items()}
-    elif isinstance(obj, list):
-        return [parse_record_ids(item) for item in obj]
-    elif isinstance(obj, RecordID):
-        return str(obj)
-    return obj
-
-
-def ensure_record_id(value: Union[str, RecordID]) -> RecordID:
-    """Ensure a value is a RecordID."""
-    if isinstance(value, RecordID):
-        return value
-    return RecordID.parse(value)
-
-
-@asynccontextmanager
-async def db_connection():
-    db = AsyncSurreal(get_database_url())
-    await db.signin(
-        {
-            "username": os.environ["SURREAL_USER"],
-            "password": get_database_password(),
-        }
-    )
-    await db.use(os.environ["SURREAL_NAMESPACE"], os.environ["SURREAL_DATABASE"])
-    try:
-        yield db
-    finally:
-        await db.close()
-
-
-async def repo_query(
-    query_str: str, vars: Optional[Dict[str, Any]] = None
-) -> List[Dict[str, Any]]:
-    """Execute a SurrealQL query and return the results"""
-
-    async with db_connection() as connection:
-        try:
-            result = parse_record_ids(await connection.query(query_str, vars))
-            if isinstance(result, str):
-                raise RuntimeError(result)
-            return result
-        except Exception as e:
-            logger.error(f"Query: {query_str[:200]} vars: {vars}")
-            logger.exception(e)
-            raise
-
-
-async def repo_create(table: str, data: Dict[str, Any]) -> Dict[str, Any]:
-    """Create a new record in the specified table"""
-    # Remove 'id' attribute if it exists in data
-    data.pop("id", None)
-    data["created"] = datetime.now(timezone.utc)
-    data["updated"] = datetime.now(timezone.utc)
-    try:
-        async with db_connection() as connection:
-            return parse_record_ids(await connection.insert(table, data))
-    except Exception as e:
-        logger.exception(e)
-        raise RuntimeError("Failed to create record")
-
-
-async def repo_relate(
-    source: str, relationship: str, target: str, data: Optional[Dict[str, Any]] = None
-) -> List[Dict[str, Any]]:
-    """Create a relationship between two records with optional data"""
-    if data is None:
-        data = {}
-    query = f"RELATE {source}->{relationship}->{target} CONTENT $data;"
-    # logger.debug(f"Relate query: {query}")
-
-    return await repo_query(
-        query,
-        {
-            "data": data,
-        },
-    )
-
-
-async def repo_upsert(
-    table: str, id: Optional[str], data: Dict[str, Any], add_timestamp: bool = False
-) -> List[Dict[str, Any]]:
-    """Create or update a record in the specified table"""
-    data.pop("id", None)
-    if add_timestamp:
-        data["updated"] = datetime.now(timezone.utc)
-    query = f"UPSERT {id if id else table} MERGE $data;"
-    return await repo_query(query, {"data": data})
-
-
-async def repo_update(
-    table: str, id: str, data: Dict[str, Any]
-) -> List[Dict[str, Any]]:
-    """Update an existing record by table and id"""
-    # If id already contains the table name, use it as is
-    try:
-        if isinstance(id, RecordID) or (":" in id and id.startswith(f"{table}:")):
-            record_id = id
-        else:
-            record_id = f"{table}:{id}"
-
-        data["updated"] = datetime.now(timezone.utc)
-        query = f"UPDATE {record_id} MERGE $data;"
-        # logger.debug(f"Update query: {query}")
-        result = await repo_query(query, {"data": data})
-        # if isinstance(result, list):
-        #     return [_return_data(item) for item in result]
-        return [parse_record_ids(result)]
-    except Exception as e:
-        raise RuntimeError(f"Failed to update record: {str(e)}")
-
-
-async def repo_get_news_by_jota_id(jota_id: str) -> Dict[str, Any]:
-    try:
-        results = await repo_query(
-            "SELECT * omit embedding FROM news where jota_id=$jota_id",
-            {"jota_id": jota_id},
-        )
-        return parse_record_ids(results)
-    except Exception as e:
-        logger.exception(e)
-        raise RuntimeError(f"Failed to fetch record: {str(e)}")
-
-
-async def repo_delete(record_id: Union[str, RecordID]):
-    """Delete a record by record id"""
-
-    try:
-        async with db_connection() as connection:
-            return await connection.delete(record_id)
-    except Exception as e:
-        logger.exception(e)
-        raise RuntimeError(f"Failed to delete record: {str(e)}")
-
-
-async def repo_insert(
-    table: str, data: List[Dict[str, Any]], ignore_duplicates: bool = False
-) -> List[Dict[str, Any]]:
-    """Create a new record in the specified table"""
-    try:
-        async with db_connection() as connection:
-            return parse_record_ids(await connection.insert(table, data))
-    except Exception as e:
-        if ignore_duplicates and "already contains" in str(e):
-            return []
-        logger.exception(e)
-        raise RuntimeError("Failed to create record")

open_notebook/database/repository.py

@@ -49,11 +49,13 @@ async def db_connection():
     db = AsyncSurreal(get_database_url())
     await db.signin(
         {
-            "username": os.environ["SURREAL_USER"],
+            "username": os.environ.get("SURREAL_USER"),
             "password": get_database_password(),
         }
     )
-    await db.use(os.environ["SURREAL_NAMESPACE"], os.environ["SURREAL_DATABASE"])
+    await db.use(
+        os.environ.get("SURREAL_NAMESPACE"), os.environ.get("SURREAL_DATABASE")
+    )
     try:
         yield db
     finally:

open_notebook/database/repository_old.py

@@ -1,63 +0,0 @@
-import os
-from contextlib import contextmanager
-from typing import Any, Dict, Optional
-
-from loguru import logger
-from sblpy.connection import SurrealSyncConnection
-
-
-@contextmanager
-def db_connection():
-    connection = SurrealSyncConnection(
-        host=os.environ["SURREAL_ADDRESS"],
-        port=int(os.environ["SURREAL_PORT"]),
-        user=os.environ["SURREAL_USER"],
-        password=os.environ["SURREAL_PASS"],
-        namespace=os.environ["SURREAL_NAMESPACE"],
-        database=os.environ["SURREAL_DATABASE"],
-        max_size=2.2**20,
-        encrypted=False,  # Set to True if using SSL
-    )
-    try:
-        yield connection
-    finally:
-        connection.socket.close()
-
-
-def repo_query(query_str: str, vars: Optional[Dict[str, Any]] = None):
-    with db_connection() as connection:
-        try:
-            result = connection.query(query_str, vars)
-            return result
-        except Exception as e:
-            logger.critical(f"Query: {query_str}")
-            logger.exception(e)
-            raise
-
-
-def repo_create(table: str, data: Dict[str, Any]):
-    query = f"CREATE {table} CONTENT {data};"
-    return repo_query(query)
-
-
-def repo_upsert(table: str, data: Dict[str, Any]):
-    query = f"UPSERT {table} CONTENT {data};"
-    return repo_query(query)
-
-
-def repo_update(id: str, data: Dict[str, Any]):
-    query = "UPDATE $id CONTENT $data;"
-    vars = {"id": id, "data": data}
-    return repo_query(query, vars)
-
-
-def repo_delete(id: str):
-    query = "DELETE $id;"
-    vars = {"id": id}
-    return repo_query(query, vars)
-
-
-def repo_relate(source: str, relationship: str, target: str, data: Optional[Dict] = {}):
-    query = f"RELATE {source}->{relationship}->{target} CONTENT $content;"
-    result = repo_query(query, {"content": data})
-    return result

test_commands.sh

@@ -1,90 +0,0 @@
-#!/bin/bash
-
-echo "=== Testing Surreal Commands Integration ==="
-echo ""
-
-# Base URL
-BASE_URL="http://localhost:5055/api"
-
-# 1. Test text processing command
-echo "1. Testing text processing command (uppercase)..."
-curl -X POST "$BASE_URL/commands/jobs" \
-  -H "Content-Type: application/json" \
-  -d '{
-    "command": "process_text",
-    "app": "open_notebook",
-    "input": {
-      "text": "Hello, this is a test message!",
-      "operation": "uppercase"
-    }
-  }' | jq .
-
-echo ""
-echo "2. Testing text processing with delay (3 seconds)..."
-curl -X POST "$BASE_URL/commands/jobs" \
-  -H "Content-Type: application/json" \
-  -d '{
-    "command": "process_text",
-    "app": "open_notebook",
-    "input": {
-      "text": "Testing async behavior with delay",
-      "operation": "reverse",
-      "delay_seconds": 3
-    }
-  }' | jq .
-
-echo ""
-echo "3. Testing data analysis command..."
-curl -X POST "$BASE_URL/commands/jobs" \
-  -H "Content-Type: application/json" \
-  -d '{
-    "command": "analyze_data",
-    "app": "open_notebook",
-    "input": {
-      "numbers": [10, 20, 30, 40, 50],
-      "analysis_type": "basic"
-    }
-  }' | jq .
-
-echo ""
-echo "4. Testing error scenario (empty numbers array)..."
-curl -X POST "$BASE_URL/commands/jobs" \
-  -H "Content-Type: application/json" \
-  -d '{
-    "command": "analyze_data",
-    "app": "open_notebook",
-    "input": {
-      "numbers": [],
-      "analysis_type": "basic"
-    }
-  }' | jq .
-
-echo ""
-echo "5. Testing word count operation..."
-curl -X POST "$BASE_URL/commands/jobs" \
-  -H "Content-Type: application/json" \
-  -d '{
-    "command": "process_text",
-    "app": "open_notebook",
-    "input": {
-      "text": "This is a sample text with multiple words to count",
-      "operation": "word_count"
-    }
-  }' | jq .
-
-echo ""
-echo "Please save the job_ids from above to check status!"
-echo ""
-echo "6. To check job status (replace JOB_ID with actual ID):"
-echo "curl \"$BASE_URL/commands/jobs/{JOB_ID}\" | jq ."
-
-echo ""
-echo "7. To list all jobs:"
-echo "curl \"$BASE_URL/commands/jobs\" | jq ."
-
-echo ""
-echo "=== Test Commands Complete ==="
-echo ""
-echo "Manual status check example:"
-echo "Replace JOB_ID with one of the job IDs returned above:"
-echo "curl \"$BASE_URL/commands/jobs/JOB_ID\" | jq ."