diff --git a/.gitea/workflows/ci_workflows.yml b/.gitea/workflows/ci_workflows.yml
new file mode 100644
index 0000000..8e087e1
--- /dev/null
+++ b/.gitea/workflows/ci_workflows.yml
@@ -0,0 +1,65 @@
+name: CI Workflow
+
+on:
+  push:
+    branches:
+      - '*'
+
+jobs:
+  test:
+    name: Testing the Block
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout Code
+        uses: actions/checkout@v4
+
+      - name: Set Up Python Environment
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.10'
+
+      # - name: Install Python Dependencies
+      #   run: |
+      #     python -m pip install --upgrade pip
+      #     pip install -r requirements.txt
+
+      # - name: Execute Unit Tests
+      #   run: python -m unittest discover -s . -p 'test_*.py'
+
+  build_and_push:
+    name: Containerize the Block
+    runs-on: ubuntu-latest
+    needs: test
+    steps:
+      - name: Extract Repository Name
+        id: extract_repo
+        run: echo "repo_name=${GITHUB_REPOSITORY##*/}" >> $GITHUB_OUTPUT
+
+      - name: Checkout Codebase
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 1
+
+      - name: Configure Docker Buildx
+        uses: docker/setup-buildx-action@v3
+        with:
+          config-inline: |
+            [registry."centurion-version-control.default.svc.cluster.local:3000"]
+              http = true
+              insecure = true
+
+      - name: Log In to Container Registry
+        uses: docker/login-action@v2
+        with:
+          registry: centurion-version-control.default.svc.cluster.local:3000
+          username: ${{ secrets.CI_USER }}
+          password: ${{ secrets.CI_USER_TOKEN }}
+
+      - name: Build and Push Docker Image to Registry
+        uses: docker/build-push-action@v4
+        with:
+          context: .
+          push: true
+          tags: |
+            centurion-version-control.default.svc.cluster.local:3000/centurion/${{ steps.extract_repo.outputs.repo_name }}/${{ github.ref_name }}:${{ github.sha }}
+            centurion-version-control.default.svc.cluster.local:3000/centurion/${{ steps.extract_repo.outputs.repo_name }}/${{ github.ref_name }}:latest
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..a964201
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,17 @@
+# Use Python 3.10 slim as base
+FROM python:3.10-slim AS base
+
+# Set a working directory
+WORKDIR /app
+
+# Copy only the requirements file first
+COPY requirements.txt .
+
+# Install dependencies
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy the rest of the application
+COPY . .
+
+# Final entrypoint
+ENTRYPOINT ["python", "/app/block_wrapper.py"]
diff --git a/README.md b/README.md
index 59a3efc..b502389 100644
--- a/README.md
+++ b/README.md
@@ -1 +1,7 @@
-**Hello world!!!**
+# Activity Block Wrapper
+
+### Example Usage with Docker
+1. **Build the Base Image**:
+   ```bash
+   docker build -f Dockerfile.base -t activity_block_wrapper:latest .
+   ```
diff --git a/block_wrapper.py b/block_wrapper.py
new file mode 100644
index 0000000..fbf627a
--- /dev/null
+++ b/block_wrapper.py
@@ -0,0 +1,258 @@
+import importlib
+import json
+import asyncio
+import logging
+import os
+import re
+import sys
+import requests
+from temporalio import activity
+from temporalio.exceptions import ApplicationError
+from jsonschema import validate, ValidationError
+from temporalio.client import Client
+from temporalio.worker import Worker
+import time
+
+# Configure logging
+logging.basicConfig(
+    level=logging.INFO,
+    format="%(asctime)s [%(levelname)s] %(name)s - %(message)s",
+)
+logger = logging.getLogger(__name__)
+
+# Automatically determine if in a test environment
+IS_TEST_ENVIRONMENT = "unittest" in sys.modules
+
+# Environment variables
+REPO_NAME = os.getenv('REPO_NAME')
+BRANCH_NAME = os.getenv('BRANCH_NAME')
+COMMIT_ID = os.getenv('VERSION')
+NAMESPACE = os.getenv('NAMESPACE')
+FLOWX_ENGINE_ADDRESS = os.getenv('FLOWX_ENGINE_ADDRESS')
+SQLPAD_API_URL = os.getenv('SQLPAD_API_URL')
+
+
+if not BRANCH_NAME or not COMMIT_ID or not NAMESPACE or not FLOWX_ENGINE_ADDRESS:
+    raise ValueError("Missing required environment variables.")
+
+COMMIT_ID_SHORT = COMMIT_ID[:10]
+
+# Sanitize name function
+def sanitize_name(name):
+    sanitized = re.sub(r'\W|^(?=\d)', '_', name)
+    sanitized = re.sub(r'_+', '_', sanitized)
+    return sanitized.strip('_')
+
+BLOCK_NAME = REPO_NAME + "_" + BRANCH_NAME
+block_name_safe = sanitize_name(BLOCK_NAME)
+commit_id_safe = sanitize_name(COMMIT_ID_SHORT)
+
+# Construct the task queue name
+TASK_QUEUE = f"{block_name_safe}_{commit_id_safe}"
+
+# Load JSON schema
+def load_schema(schema_path):
+    try:
+        with open(schema_path, 'r') as schema_file:
+            return json.load(schema_file)
+    except Exception as e:
+        logger.error("Failed to load schema from %s: %s", schema_path, e)
+        if not IS_TEST_ENVIRONMENT:
+            raise ApplicationError(f"Schema loading failed: {e}")
+        else:
+            raise ValueError(f"Schema loading failed: {e}")
+
+# Validate input against request schema
+def validate_input(input_data):
+    request_schema = load_schema("/app/request_schema.json")
+    try:
+        validate(instance=input_data, schema=request_schema)
+        logger.info("Input data validated successfully")
+    except ValidationError as e:
+        logger.error("Input validation failed: %s", e)
+        if not IS_TEST_ENVIRONMENT:
+            raise ApplicationError(f"Input validation error: {e}")
+        else:
+            raise ValueError(f"Input validation error: {e}")
+
+# Validate output against response schema
+def validate_output(output_data):
+    response_schema = load_schema("/app/response_schema.json")
+    try:
+        validate(instance=output_data, schema=response_schema)
+        logger.info("Output data validated successfully")
+    except ValidationError as e:
+        logger.error("Output validation failed: %s", e)
+        if not IS_TEST_ENVIRONMENT:
+            raise ApplicationError(f"Output validation error: {e}")
+        else:
+            raise ValueError(f"Output validation error: {e}")
+
+# Get the connection ID from config.json
+def get_connection_id(namespace):
+    response_schema = load_schema("/app/config.json")
+    for item in response_schema:
+        if item.get("namespace") == namespace:
+            logger.info("Got the connectionID")
+            return item.get("connectionId")
+    logger.error("Provided Namespace not found.")
+    raise ValueError(f"Namespace '{namespace}' not found")
+    
+# Read SQL file and replace placeholders
+def construct_sql(input_data):
+    try:
+        with open("/app/main.sql", "r") as sql_file:
+            sql_template = sql_file.read()
+
+            for key, value in input_data.items():
+                placeholder = f"${key}"
+
+                if value is None:
+                    replacement = "NULL"
+                elif isinstance(value, bool):
+                    replacement = "TRUE" if value else "FALSE"
+                elif isinstance(value, str):
+                    replacement = f"'{value}'"
+                else:
+                    replacement = str(value)
+
+                sql_template = sql_template.replace(placeholder, replacement)
+
+        logger.info("SQL query constructed.")
+        return sql_template.strip()
+    except Exception as e:
+        logger.error("Error processing SQL template: %s", e)
+        raise ApplicationError(f"SQL template error: {e}")
+
+def get_batch_results(batch_id, retry_interval=0.05, max_retries=5):
+    retries = 0
+    while retries < max_retries:
+        try:
+            response = requests.get(f"{SQLPAD_API_URL}/api/batches/{batch_id}")
+            response.raise_for_status()
+            batch_status = response.json()
+
+            status = batch_status.get("status")
+            if status in ["finished", "error"]:
+                statements = batch_status.get("statements", [])
+                
+                if not statements:
+                    raise ApplicationError("No statements found in batch response.")
+
+                statement = statements[0]
+                statement_id = statement.get("id")
+                error = statement.get("error")
+                columns = statement.get("columns", None)
+                sql_text = batch_status.get("batchText", "").strip().lower()
+                logger.info(f"statements: {statements}")
+                logger.info(f"error from batches result {error}, statement: {statement_id}, columns: {columns}")
+
+                if error:
+                    raise ApplicationError(f"SQL execution failed: {error}")
+
+                is_select_query = sql_text.startswith("select") or (
+                    sql_text.startswith("with") and "select" in sql_text
+                )
+                if is_select_query and not columns:
+                    raise ApplicationError("SELECT query did not return columns, cannot process data.")
+
+                return status, statement_id, error, columns, is_select_query
+            
+            time.sleep(retry_interval)
+            retries += 1
+        except requests.RequestException as e:
+            logger.error("Failed to fetch batch results: %s", e)
+            raise ApplicationError(f"Failed to fetch batch results: {e}")
+    
+    raise ApplicationError("SQLPad batch execution timed out.")
+
+def execute_sqlpad_query(connection_id, sql_query):
+    payload = {
+        "connectionId": connection_id,
+        "name": "",
+        "batchText": sql_query,
+        "selectedText": ""
+    }
+
+    try:
+        response = requests.post(f"{SQLPAD_API_URL}/api/batches", json=payload)
+        response.raise_for_status()
+        batch_response = response.json()
+
+        batch_id = batch_response.get("statements", [{}])[0].get("batchId")
+        logger.info(f"Batch ID from the batches API response {batch_id}")
+        if not batch_id:
+            raise ApplicationError("Batch ID not found in SQLPad response.")
+
+        status, statement_id, error, columns, is_select_query = get_batch_results(batch_id)
+        if not is_select_query:
+            return {"status": status, "error": error}
+
+        result_response = requests.get(f"{SQLPAD_API_URL}/api/statements/{statement_id}/results")
+        result_response.raise_for_status()
+        result_data = result_response.json()
+
+        type_mapping = {
+            "number": float,
+            "string": str,
+            "date": str,
+            "boolean": bool,
+            "timestamp": str,
+        }
+        column_names_list = [col["name"] for col in columns]
+        column_types_list = [col["datatype"] for col in columns]
+        converted_data = [
+            [
+                type_mapping.get(dtype, str)(value) if value is not None else None
+                for dtype, value in zip(column_types_list, row)
+            ]
+            for row in result_data
+        ]
+        results_dict_list = [dict(zip(column_names_list, row)) for row in converted_data]
+        logger.info(f"results_dict_list: {results_dict_list}")
+
+        return {"results": results_dict_list}
+    
+    except requests.RequestException as e:
+        logger.error("SQLPad API request failed: %s", e)
+        raise ApplicationError(f"SQLPad API request failed: {e}")
+
+@activity.defn
+async def block_main_activity(input_data):
+    validate_input(input_data)
+    try:
+        sql_query = construct_sql(input_data)
+        logger.info(f"constructed sql query: {sql_query}")
+        connection_id = get_connection_id(NAMESPACE)
+        if connection_id:
+            logger.info(f"connection id exists {connection_id}")
+            result = execute_sqlpad_query(connection_id, sql_query)
+            validate_output(result)
+            logger.info(f"final result for the query: {result}")
+            return result
+        else:
+            logger.error("connection id not exists, please add the connection id according to the namespace.")
+            raise ApplicationError("connection id not exists, please add the connection id according to the namespace.")
+    except Exception as e:
+        logger.error("Error executing query execution: %s", e)
+        if not IS_TEST_ENVIRONMENT:
+            raise ApplicationError(f"Error during block execution: {e}") from e
+        else:
+            raise RuntimeError("Error during query execution") from e
+
+async def main():
+    try:
+        client = await Client.connect(FLOWX_ENGINE_ADDRESS, namespace=NAMESPACE)
+        worker = Worker(
+            client,
+            task_queue=TASK_QUEUE,
+            activities=[block_main_activity],
+        )
+        logger.info("Worker starting, listening to task queue: %s", TASK_QUEUE)
+        await worker.run()
+    except Exception as e:
+        logger.critical("Worker failed to start: %s", e)
+        raise
+
+if __name__ == "__main__":
+    asyncio.run(main())
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..0a7d04c
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,3 @@
+temporalio==1.6.0
+jsonschema==4.23.0
+requests==2.32.3
diff --git a/test_block_wrapper.py b/test_block_wrapper.py
new file mode 100644
index 0000000..9d84e48
--- /dev/null
+++ b/test_block_wrapper.py
@@ -0,0 +1,241 @@
+import unittest
+from unittest.mock import patch, MagicMock, mock_open
+import json
+import asyncio
+from jsonschema import ValidationError
+import os
+
+with patch.dict('os.environ', {
+    "REPO_NAME": "test_repo",
+    "BRANCH_NAME": "test_branch",
+    "VERSION": "test_version",
+    "NAMESPACE": "test_namespace",
+    "FLOWX_ENGINE_ADDRESS": "test_address"
+}):
+    from block_wrapper import block_main_activity, validate_input, validate_output, construct_sql, get_connection_id
+
+
+class TestBlockWrapper(unittest.TestCase):
+
+def setUp(self):
+    # Mock schemas to use for testing
+    self.mock_request_schema = {
+        "type": "object",
+        "properties": {
+            "salary": {"type": "number"},
+            "department": {"type": "string"}
+        },
+        "required": ["salary", "department"]
+    }
+
+    self.mock_response_schema = {
+        "type": "object",
+        "$schema": "http://json-schema.org/draft-07/schema",
+        "properties": {
+            "id": {
+                "type": "integer"
+            },
+            "first_name": {
+                "type": "string"
+            },
+            "last_name": {
+                "type": "string"
+            },
+            "email": {
+                "type": "string",
+                "format": "email"
+            },
+            "phone_number": {
+                "type": "string"
+            },
+            "hire_date": {
+                "type": "string",
+                "format": "date-time"
+            },
+            "job_title": {
+                "type": "string"
+            },
+            "salary": {
+                "type": "number"
+            },
+            "department": {
+                "type": "string"
+            }
+        },
+        "required": ["id","first_name","last_name","email","phone_number","hire_date","job_title","salary","department"]
+    }
+
+    self.mock_config_schema = [
+        {
+            "namespace": "staging",
+            "connectionId": "8d7341b4-53a5-41b8-8c9d-5133fafb5d7b"
+        },
+        {
+            "namespace": "production",
+            "connectionId": "4b1437d8-53a5-41b8-8c9d-5133fafbtyuu"
+        }
+    ]
+
+    self.mock_main_sql = "SELECT * FROM public.employee WHERE salary=$salary and department=$department;"
+
+    # Mock the contents of request_schema.json and response_schema.json using different patchers
+    self.mock_open_request = mock_open(read_data=json.dumps(self.mock_request_schema))
+    self.mock_open_response = mock_open(read_data=json.dumps(self.mock_response_schema))
+    self.mock_open_config = mock_open(read_data=json.dumps(self.mock_config_schema))
+    self.mock_open_main_sql = mock_open(read_data=self.mock_main_sql)
+
+    self.open_main_sql_patcher = patch("builtins.open", self.mock_open_main_sql)
+    self.open_main_sql_patcher.start()
+
+    # Mock execute_sqlpad_query to return a known result
+    self.load_block_main_patcher = patch(
+        "block_wrapper.execute_sqlpad_query",
+        return_value=MagicMock(
+            return_value={
+                "id": 4,
+                "first_name": "Bob",
+                "last_name": "Brown",
+                "email": "bob.brown@example.com",
+                "phone_number": "444-222-1111",
+                "hire_date": "2020-07-25",
+                "job_title": "Marketing Specialist",
+                "salary": 60000.00,
+                "department": "Marketing"
+            }
+        )
+    )
+    self.mock_load_block_main = self.load_block_main_patcher.start()
+
+def tearDown(self):
+    # Stop all patches
+    self.load_block_main_patcher.stop()
+    self.open_main_sql_patcher.stop()
+
+@patch("block_wrapper.load_schema")
+def test_validate_input_success(self, mock_load_schema):
+    # Set up load_schema to return request schema for validate_input
+    mock_load_schema.return_value = self.mock_request_schema
+    input_data = {"salary": 20000.0, "department": "Marketing"}
+    validate_input(input_data)  # Should pass without errors
+
+@patch("block_wrapper.load_schema")
+def test_validate_input_failure(self, mock_load_schema):
+    # Set up load_schema to return request schema for validate_input
+    mock_load_schema.return_value = self.mock_request_schema
+    input_data = {"salary": 20000.00}  # Missing 'department'
+    with self.assertRaises(ValueError):
+        validate_input(input_data)
+
+@patch("block_wrapper.load_schema")
+def test_validate_output_success(self, mock_load_schema):
+    # Set up load_schema to return response schema for validate_output
+    mock_load_schema.return_value = self.mock_response_schema
+    output_data = {
+        "id": 4,
+        "first_name": "Bob",
+        "last_name": "Brown",
+        "email": "bob.brown@example.com",
+        "phone_number": "444-222-1111",
+        "hire_date": "2020-07-25",
+        "job_title": "Marketing Specialist",
+        "salary": 60000.00,
+        "department": "Marketing"
+    }
+    validate_output(output_data)  # Should pass without errors
+
+@patch("block_wrapper.load_schema")
+def test_validate_output_failure(self, mock_load_schema):
+    # Set up load_schema to return response schema for validate_output
+    mock_load_schema.return_value = self.mock_response_schema
+    # Missing department
+    output_data = {
+        "id": 4,
+        "first_name": "Bob",
+        "last_name": "Brown",
+        "email": "bob.brown@example.com",
+        "phone_number": "444-222-1111",
+        "hire_date": "2020-07-25",
+        "job_title": "Marketing Specialist",
+        "salary": 60000.00
+    }
+    with self.assertRaises(ValueError):
+        validate_output(output_data)
+
+@patch("block_wrapper.load_schema")
+async def test_block_main_activity_success(self, mock_load_schema):
+    # Set up load_schema to return request and response schemas in order
+    mock_load_schema.side_effect = [self.mock_request_schema, self.mock_response_schema]
+    input_data = {"salary": 20000.0, "department": "Marketing"}
+    result = await block_main_activity(input_data)
+    self.assertEqual(
+        result,
+        {
+            "id": 4,
+            "first_name": "Bob",
+            "last_name": "Brown",
+            "email": "bob.brown@example.com",
+            "phone_number": "444-222-1111",
+            "hire_date": "2020-07-25",
+            "job_title": "Marketing Specialist",
+            "salary": 60000.00,
+            "department": "Marketing"
+        }
+    )
+
+@patch("block_wrapper.load_schema")
+async def test_block_main_activity_failure(self, mock_load_schema):
+    # Set up load_schema to return request and response schemas in order
+    mock_load_schema.side_effect = [self.mock_request_schema, self.mock_response_schema]
+    # Cause an exception in main function
+    self.mock_load_block_main.side_effect = Exception("Unexpected error")
+    input_data = {"salary": 20000.0, "department": "Marketing"}
+    with self.assertRaises(RuntimeError):
+        await block_main_activity(input_data)
+
+@patch("block_wrapper.validate_input", side_effect=ValidationError("Invalid input"))
+async def test_block_main_activity_input_validation_failure(self, mock_validate):
+    input_data = {"salary": 20000.00}  # Missing 'department'
+    with self.assertRaises(ValueError):
+        await block_main_activity(input_data)
+
+@patch("block_wrapper.validate_output", side_effect=ValidationError("Invalid output"))
+async def test_block_main_activity_output_validation_failure(self, mock_validate):
+    input_data = {"salary": 20000.0, "department": "Marketing"}
+    with self.assertRaises(ValueError):
+        await block_main_activity(input_data)
+
+@patch.dict(os.environ, {"NAMESPACE": "staging"})
+@patch("block_wrapper.load_schema")
+def test_get_connection_id_staging(self, mock_load_schema):
+    """Test fetching connectionId for 'staging' namespace"""
+    mock_load_schema.return_value = self.mock_config_schema
+    connection_id = get_connection_id(os.environ["NAMESPACE"])
+    self.assertEqual(connection_id, "8d7341b4-53a5-41b8-8c9d-5133fafb5d7b")
+
+@patch.dict(os.environ, {"NAMESPACE": "production"})
+@patch("block_wrapper.load_schema")
+def test_get_connection_id_production(self, mock_load_schema):
+    """Test fetching connectionId for 'production' namespace"""
+    mock_load_schema.return_value = self.mock_config_schema
+    connection_id = get_connection_id(os.environ["NAMESPACE"])
+    self.assertEqual(connection_id, "4b1437d8-53a5-41b8-8c9d-5133fafbtyuu")
+
+@patch("block_wrapper.load_schema")
+def test_get_connection_id_invalid_namespace(self, mock_load_schema):
+    """Test handling of invalid namespace"""
+    mock_load_schema.return_value = self.mock_config_schema
+    with self.assertRaises(ValueError) as context:
+        get_connection_id("development")
+    self.assertIn("Namespace 'development' not found", str(context.exception))
+
+@patch("block_wrapper.load_schema")
+def test_valid_sql_replacement(self, mock_load_schema):
+    mock_load_schema.return_value = self.mock_main_sql
+    input_data = {"salary": 20000.0, "department": "Marketing"}
+    expected_sql = "SELECT * FROM public.employee WHERE salary=20000.0 and department='Marketing';"
+    result = construct_sql(input_data)
+    self.assertEqual(result, expected_sql)
+
+
+if __name__ == "__main__":
+    unittest.main()