Bug fix no more request limit (#18)

* added tests

* Removed method no longer used due to YNAB api Changes

.gitignore

@@ -8,4 +8,5 @@ __pycache__/*
 */__pycache__/*
 *.pbix
 /logs/*
-test.py
+.vscode/*
+*.coverage

main.py

@@ -24,6 +24,18 @@ def set_up_logging():
         queue_handler.listener.start()
         atexit.register(queue_handler.listener.stop)
 
+def load_config():
+    try:
+        with open('config/config.yaml', 'r') as file:
+            config = yaml.safe_load(file)
+        return config
+    except FileNotFoundError:
+        logging.error('config.yaml file not found')
+        sys.exit(ec.MISSING_CONFIG_FILE)
+    except yaml.YAMLError as e:
+        logging.error(f'Error loading config.yaml: {e}')
+        sys.exit(ec.CORRUPTED_CONFIG_FILE)
+
 logger = logging.getLogger("data_pipeline_for_ynab")
 os.makedirs('logs', exist_ok=True)
 set_up_logging()
@@ -34,27 +46,14 @@ dotenv.load_dotenv()
 API_TOKEN = os.getenv('API_TOKEN')
 BUDGET_ID = os.getenv('BUDGET_ID')
 
-
 if not API_TOKEN or not BUDGET_ID:
     logging.error('API_TOKEN or BUDGET_ID is not set in .env file')
     sys.exit(ec.MISSING_ENV_VARS)
 
-try:
+if __name__ == '__main__':
-    with open('config/config.yaml', 'r') as file:
+    config = load_config()
-        config = yaml.safe_load(file)
-except FileNotFoundError:
-    logging.error('config.yaml file not found')
-    sys.exit(ec.MISSING_CONFIG_FILE)
-except yaml.YAMLError as e:
-    logging.error(f'Error loading config.yaml: {e}')
-    sys.exit(ec.CORRUPTED_CONFIG_FILE)
-
     config['API_TOKEN'] = API_TOKEN
     config['BUDGET_ID'] = BUDGET_ID
-
-    #sys.exit(ec.SUCCESS)
-
-if __name__ == '__main__':
     try:
         pipeline_main(config)
         

pipeline/ingest.py

@@ -4,13 +4,11 @@ import json
 import logging
 import requests
 import sys
-import yaml
 from typing import Dict, Any
 import config.exit_codes as ec
 
 class Ingest:
 
-
     def __init__(self, config: Dict[str, Any]):
         """
         Initialize the Ingest class with the provided configuration.
@@ -22,19 +20,9 @@ class Ingest:
         self.entities = config['entities']
         self.raw_data_path = config['raw_data_path']
         self.headers = {'Authorization': f'Bearer {self.api_token}'}
-        self.knowledge_cache = self.load_knowledge_cache()
         self.MAX_RETRIES = config['REQUESTS_MAX_RETRIES']
         self.RETRY_DELAY = config['REQUESTS_RETRY_DELAY']
-        self.fetch_and_cache_entity_data()
 
-    def load_knowledge_cache(self) -> Dict[str, Any]:
-        """
-        Load the knowledge cache from the file if it exists.
-        """
-        if os.path.exists(self.knowledge_file):
-            with open(self.knowledge_file, 'r') as f:
-                return json.load(f)
-        return {}
 
     def save_entity_data_to_raw(self, entity: str, data: Dict[str, Any]):
         """
@@ -50,8 +38,18 @@ class Ingest:
             with open(entity_file, 'w') as f:
                 json.dump(data, f, indent=4)
         except Exception as e:
-            logging.error(f"Error saving {entity} data: {e}")
+            logging.error(f"Failed to save data for {entity} to {entity_file}")
+            raise e
 
+    def load_knowledge_cache(self) -> Dict[str, Any]:
+        """
+        Load the knowledge cache from the file if it exists.
+        """
+        if not os.path.exists(self.knowledge_file):
+            os.makedirs(os.path.dirname(self.knowledge_file),exist_ok=True)
+            return {}
+        with open(self.knowledge_file, 'r') as f:
+            return json.load(f)
 
     def update_server_knowledge_cache(self, entity: str, server_knowledge: Any):
         """
@@ -70,24 +68,14 @@ class Ingest:
         with open(self.knowledge_file, 'w') as f:
             json.dump(knowledge_cache, f, indent=4)
 
-    def check_rate_limit(self, response: requests.Response):
+        knowledge_cache = self.load_knowledge_cache()
-        """
+        knowledge_cache[entity] = server_knowledge
-        Check and handle the rate limit based on the response headers.
+        try:
-        """
+            with open(self.knowledge_file, 'w') as f:
-        rate_limit_header = response.headers.get('X-Rate-Limit')
+                json.dump(knowledge_cache, f, indent=4)
-        if rate_limit_header:
+        except Exception as e:
-            requests_made, limit = map(int, rate_limit_header.split('/'))
+            logging.error(f"Failed to update knowledge cache for {entity} in {self.knowledge_file}")
-            remaining_requests = limit - requests_made
+            raise e
-            logging.info(f"Rate Limit: {remaining_requests}/{limit} requests remaining.")
-            if remaining_requests < 20:
-                logging.warning("Approaching rate limit. Consider pausing further requests.")
-                # Implement pause or delay logic here if necessary
-            if remaining_requests == 1:
-                logging.error("Rate limit exceeded. ending requests here and moving on with what we have.")
-                return True #returning True here to break out of any more ingestions
-                
-        else:
-            logging.warning("X-Rate-Limit header is missing.")
 
     def handle_response(self, response) -> bool:
         if response.status_code == 400:
@@ -100,7 +88,7 @@ class Ingest:
             logging.error("Forbidden. Access is denied.")
             sys.exit(ec.FORBIDDEN)
         elif response.status_code == 404:
-            logging.error("Not found. The specified URI does not exist.")
+            logging.error("Not found. The specified URL does not exist.")
             sys.exit(ec.NOT_FOUND)
         elif response.status_code == 409:
             logging.error("Conflict. The resource cannot be saved due to a conflict.")
@@ -118,7 +106,7 @@ class Ingest:
             response.raise_for_status()
             return False
 
-    def fetch_and_cache_entity_data(self):
+    def start_ingestion(self):
         """
         Fetch and cache data for all entities.
         """
@@ -128,11 +116,13 @@ class Ingest:
                 logging.warning(f"Raw data exists for {entity} processing any raw data we already have.")
                 break # break here instead of continue as we dont want to update our server knowledge cache and potentially miss data.
 
-            last_knowledge = self.knowledge_cache.get(entity, 0)
+            knowledge_cache = self.load_knowledge_cache()
+            last_knowledge = knowledge_cache.get(entity, 0)
             #logging.debug(f'Last Knowledge of {entity}: {last_knowledge}')
+
             logging.info(f'Fetching {entity} data since last knowledge: {last_knowledge}')
             url = f'{self.base_url}/{self.budget_id}/{entity}?last_knowledge_of_server={last_knowledge}'
-
+            response = None
             for attempt in range(self.MAX_RETRIES):
                 try:
                     response = requests.get(url, headers=self.headers)
@@ -148,6 +138,7 @@ class Ingest:
                         sys.exit(ec.REQUESTS_ERROR)
 
             data = response.json()
+            logging.debug(f'response data: {data}')
             server_knowledge = data['data'].get('server_knowledge')
             logging.debug(f'{entity} new server knowledge: {server_knowledge}')
 
@@ -158,6 +149,3 @@ class Ingest:
                 self.save_entity_data_to_raw(entity, entity_data)
             else:
                 logging.info(f"No new data for {entity}. Skipping cache update.")
-            
-            if self.check_rate_limit(response):
-                break # break out here and continue processing the data we have.

pipeline/pipeline_main.py

@@ -12,7 +12,8 @@ def pipeline_main(config):
     '''Run the data pipeline'''
     logging.info('Starting data pipeline')
 
-    Ingest(config)
+    ingest = Ingest(config)
+    ingest.start_ingestion()
     RawToBase(config)
     DimAccounts(config)
     DimCategories(config)

requirements.txt

@@ -7,3 +7,5 @@ dash
 pandas
 pyarrow 
 dash-bootstrap-components
+# testing requirements below
+pytest

tests/test_ingest.py

@@ -0,0 +1,307 @@
+import pytest
+from unittest.mock import patch, mock_open, MagicMock
+import json
+import os
+from typing import Dict, Any
+import logging
+
+from pipeline.ingest import Ingest
+import config.exit_codes as ec
+
+# Mock configuration for initializing the Ingest class
+mock_config = {
+    'API_TOKEN': 'test_token',
+    'BUDGET_ID': 'test_budget_id',
+    'base_url': 'http://test_base_url',
+    'knowledge_file': 'data/test_knowledge_file.json',
+    'entities': ['entity1', 'entity2'],
+    'raw_data_path': 'test_raw_data_path',
+    'REQUESTS_MAX_RETRIES': 3,
+    'REQUESTS_RETRY_DELAY': 1
+}
+
+# Test for load_knowledge_cache method
+def test_load_knowledge_cache_file_exists():
+    mock_data = {"key": "value"}
+    with patch('os.path.exists', return_value=True), \
+         patch('builtins.open', mock_open(read_data=json.dumps(mock_data))) as mock_file:
+        
+        ingest_instance = Ingest(mock_config)
+        result = ingest_instance.load_knowledge_cache()
+        
+        mock_file.assert_called_once_with(mock_config['knowledge_file'], 'r')
+        assert result == mock_data
+
+def test_load_knowledge_cache_file_not_exists():
+    with patch('os.path.exists', return_value=False):
+        
+        ingest_instance = Ingest(mock_config)
+        result = ingest_instance.load_knowledge_cache()
+        
+        assert result == {}
+
+# Test for save_entity_data_to_raw method
+def test_save_entity_data_to_raw_success():
+    entity = 'entity1'
+    data = {"key": "value"}
+    current_time = '20230101123000'
+    directory = os.path.join(mock_config['raw_data_path'], entity)
+    entity_file = f'{directory}/{current_time}.json'
+
+    with patch('os.path.exists', return_value=False), \
+         patch('os.makedirs') as mock_makedirs, \
+         patch('builtins.open', mock_open()) as mock_file, \
+         patch('time.strftime', return_value=current_time), \
+         patch('logging.info') as mock_logging_info:
+        
+        ingest_instance = Ingest(mock_config)
+        ingest_instance.save_entity_data_to_raw(entity, data)
+        
+        mock_makedirs.assert_called_once_with(directory)
+        mock_file.assert_called_once_with(entity_file, 'w')
+        
+        # Get the file handle and check the written content
+        handle = mock_file()
+        handle.write.assert_called()
+        written_content = ''.join(call.args[0] for call in handle.write.call_args_list)
+        assert written_content == json.dumps(data, indent=4)
+        
+        mock_logging_info.assert_called_once_with(f"Saving {entity} data to {entity_file}")
+
+def test_save_entity_data_to_raw_existing_directory():
+    entity = 'entity1'
+    data = {"key": "value"}
+    current_time = '20230101123000'
+    directory = os.path.join(mock_config['raw_data_path'], entity)
+    entity_file = f'{directory}/{current_time}.json'
+
+    with patch('os.path.exists', return_value=True), \
+         patch('os.makedirs') as mock_makedirs, \
+         patch('builtins.open', mock_open()) as mock_file, \
+         patch('time.strftime', return_value=current_time), \
+         patch('logging.info') as mock_logging_info:
+        
+        ingest_instance = Ingest(mock_config)
+        ingest_instance.save_entity_data_to_raw(entity, data)
+        
+        mock_makedirs.assert_not_called()
+        mock_file.assert_called_once_with(entity_file, 'w')
+        
+        # Get the file handle and check the written content
+        handle = mock_file()
+        handle.write.assert_called()
+        written_content = ''.join(call.args[0] for call in handle.write.call_args_list)
+        assert written_content == json.dumps(data, indent=4)
+        
+        mock_logging_info.assert_called_once_with(f"Saving {entity} data to {entity_file}")
+
+def test_save_entity_data_to_raw_error():
+    entity = 'entity1'
+    data = {"key": "value"}
+    current_time = '20230101123000'
+    directory = os.path.join(mock_config['raw_data_path'], entity)
+    entity_file = f'{directory}/{current_time}.json'
+
+    with patch('os.path.exists', return_value=True), \
+         patch('builtins.open', mock_open()) as mock_file, \
+         patch('time.strftime', return_value=current_time), \
+         patch('logging.info') as mock_logging_info, \
+         patch('logging.error') as mock_logging_error:
+
+        mock_file.side_effect = Exception("Test error")
+
+        ingest_instance = Ingest(mock_config)
+
+        with pytest.raises(Exception, match="Test error"):
+            ingest_instance.save_entity_data_to_raw(entity, data)
+
+        mock_logging_error.assert_called_once_with(f"Failed to save data for {entity} to {entity_file}")
+
+def test_update_server_knowledge_cache_file_exists():
+    entity = 'entity1'
+    server_knowledge = {"key": "value"}
+    existing_cache = {"entity2": {"key": "old_value"}}
+    updated_cache = {"entity2": {"key": "old_value"}, "entity1": {"key": "value"}}
+
+    with patch('builtins.open', mock_open(read_data=json.dumps(existing_cache))) as mock_file, \
+         patch('os.path.exists', return_value=True), \
+         patch('logging.error') as mock_logging_error:
+
+        ingest_instance = Ingest(mock_config)
+        ingest_instance.update_server_knowledge_cache(entity, server_knowledge)
+
+        mock_file.assert_called_with(mock_config['knowledge_file'], 'w')
+        handle = mock_file()
+        handle.write.assert_called()
+        written_content = ''.join(call.args[0] for call in handle.write.call_args_list)
+        assert json.loads(written_content) == updated_cache
+        mock_logging_error.assert_not_called()
+
+def test_update_server_knowledge_cache_file_not_exists():
+    entity = 'entity1'
+    server_knowledge = {"key": "value"}
+    updated_cache = {"entity1": {"key": "value"}}
+
+    with patch('builtins.open', mock_open()) as mock_file, \
+         patch('os.path.exists', return_value=False), \
+         patch('os.makedirs') as mock_makedirs, \
+         patch('logging.info') as mock_logging_info, \
+         patch('logging.error') as mock_logging_error:
+
+        # Ensure the side_effect list has enough elements to cover all calls to open
+        mock_file.side_effect = [FileNotFoundError(), mock_open().return_value]
+
+        ingest_instance = Ingest(mock_config)
+        
+        with pytest.raises(FileNotFoundError):
+            ingest_instance.update_server_knowledge_cache(entity, server_knowledge)
+
+        mock_makedirs.assert_called_once_with(os.path.dirname(mock_config['knowledge_file']), exist_ok=True)
+        mock_file.assert_called_with(mock_config['knowledge_file'], 'w')
+        mock_logging_error.assert_called_once_with(f"Failed to update knowledge cache for {entity} in {mock_config['knowledge_file']}")
+
+def test_update_server_knowledge_cache_write_error():
+    entity = 'entity1'
+    server_knowledge = {"key": "value"}
+
+    with patch('builtins.open', mock_open()) as mock_file, \
+         patch('logging.error') as mock_logging_error:
+
+        mock_file.side_effect = Exception("Test error")
+
+        ingest_instance = Ingest(mock_config)
+
+        with pytest.raises(Exception, match="Test error"):
+            ingest_instance.update_server_knowledge_cache(entity, server_knowledge)
+
+        mock_logging_error.assert_called_once_with(f"Failed to update knowledge cache for {entity} in {mock_config['knowledge_file']}")
+
+def test_check_rate_limit_above_threshold():
+    response = MagicMock()
+    response.headers = {'X-Rate-Limit': '10/100'}
+    
+    ingest_instance = Ingest(mock_config)
+    result = ingest_instance.check_rate_limit(response)
+    
+    assert result is None
+
+def test_check_rate_limit_below_threshold():
+    response = MagicMock()
+    response.headers = {'X-Rate-Limit': '90/100'}
+    
+    ingest_instance = Ingest(mock_config)
+    result = ingest_instance.check_rate_limit(response)
+    
+    assert result is None
+
+def test_check_rate_limit_exceeded():
+    response = MagicMock()
+    response.headers = {'X-Rate-Limit': '100/100'}
+    
+    ingest_instance = Ingest(mock_config)
+    result = ingest_instance.check_rate_limit(response)
+    
+    assert result is True
+
+def test_check_rate_limit_header_missing():
+    response = MagicMock()
+    response.headers = {}
+    
+    ingest_instance = Ingest(mock_config)
+    result = ingest_instance.check_rate_limit(response)
+    
+    assert result is None
+
+def test_handle_response_bad_request():
+    response = MagicMock()
+    response.status_code = 400
+    
+    ingest_instance = Ingest(mock_config)
+    
+    with pytest.raises(SystemExit) as e:
+        ingest_instance.handle_response(response)
+    assert e.type == SystemExit
+    assert e.value.code == ec.BAD_REQUEST
+
+def test_handle_response_unauthorized():
+    response = MagicMock()
+    response.status_code = 401
+    
+    ingest_instance = Ingest(mock_config)
+    
+    with pytest.raises(SystemExit) as e:
+        ingest_instance.handle_response(response)
+    assert e.type == SystemExit
+    assert e.value.code == ec.UNAUTHORIZED_API_TOKEN
+
+def test_handle_response_forbidden():
+    response = MagicMock()
+    response.status_code = 403
+    
+    ingest_instance = Ingest(mock_config)
+    
+    with pytest.raises(SystemExit) as e:
+        ingest_instance.handle_response(response)
+    assert e.type == SystemExit
+    assert e.value.code == ec.FORBIDDEN
+
+def test_handle_response_not_found():
+    response = MagicMock()
+    response.status_code = 404
+    
+    ingest_instance = Ingest(mock_config)
+    
+    with pytest.raises(SystemExit) as e:
+        ingest_instance.handle_response(response)
+    assert e.type == SystemExit
+    assert e.value.code == ec.NOT_FOUND
+
+def test_handle_response_conflict():
+    response = MagicMock()
+    response.status_code = 409
+    
+    ingest_instance = Ingest(mock_config)
+    
+    with pytest.raises(SystemExit) as e:
+        ingest_instance.handle_response(response)
+    assert e.type == SystemExit
+    assert e.value.code == ec.CONFLICT
+
+def test_handle_response_too_many_requests():
+    response = MagicMock()
+    response.status_code = 429
+    
+    ingest_instance = Ingest(mock_config)
+    
+    result = ingest_instance.handle_response(response)
+    assert result is True
+
+def test_handle_response_internal_server_error():
+    response = MagicMock()
+    response.status_code = 500
+    
+    ingest_instance = Ingest(mock_config)
+    
+    result = ingest_instance.handle_response(response)
+    assert result is True
+
+def test_handle_response_service_unavailable():
+    response = MagicMock()
+    response.status_code = 503
+    
+    ingest_instance = Ingest(mock_config)
+    
+    result = ingest_instance.handle_response(response)
+    assert result is True
+
+def test_handle_response_ok():
+    response = MagicMock()
+    response.status_code = 200
+    
+    ingest_instance = Ingest(mock_config)
+    
+    result = ingest_instance.handle_response(response)
+    assert result is False
+
+if __name__ == "__main__":
+    pytest.main()

tests/test_main.py

@@ -0,0 +1,71 @@
+import pytest
+from unittest.mock import patch, mock_open, MagicMock
+import yaml
+import logging
+import atexit
+import sys
+
+from main import set_up_logging, load_config
+import config.exit_codes as ec
+
+# Test for set_up_logging function
+def test_set_up_logging_success():
+    with patch('builtins.open', mock_open(read_data="handlers:\n  queue_handler:\n    class: logging.handlers.QueueHandler")), \
+         patch('yaml.safe_load', return_value={"handlers": {"queue_handler": {"class": "logging.handlers.QueueHandler"}}}), \
+         patch('logging.config.dictConfig') as mock_dict_config, \
+         patch('logging.getHandlerByName', return_value=MagicMock(listener=MagicMock(start=MagicMock(), stop=MagicMock()))), \
+         patch('atexit.register') as mock_atexit_register:
+        
+        set_up_logging()
+        
+        mock_dict_config.assert_called_once_with({"handlers": {"queue_handler": {"class": "logging.handlers.QueueHandler"}}})
+        mock_atexit_register.assert_called_once()
+
+def test_set_up_logging_yaml_error():
+    with patch('builtins.open', mock_open(read_data="invalid_yaml")), \
+         patch('yaml.safe_load', side_effect=yaml.YAMLError("Error")), \
+         patch('logging.basicConfig') as mock_basic_config:
+        
+        set_up_logging()
+        
+        mock_basic_config.assert_called_once_with(level=logging.INFO)
+
+def test_set_up_logging_no_queue_handler():
+    with patch('builtins.open', mock_open(read_data="handlers:\n  queue_handler:\n    class: logging.handlers.QueueHandler")), \
+         patch('yaml.safe_load', return_value={"handlers": {"queue_handler": {"class": "logging.handlers.QueueHandler"}}}), \
+         patch('logging.config.dictConfig') as mock_dict_config, \
+         patch('logging.getHandlerByName', return_value=None):
+        
+        set_up_logging()
+        
+        mock_dict_config.assert_called_once_with({"handlers": {"queue_handler": {"class": "logging.handlers.QueueHandler"}}})
+
+# Test for load_config function
+def test_load_config_success():
+    with patch('builtins.open', mock_open(read_data="key: value")), \
+         patch('yaml.safe_load', return_value={"key": "value"}):
+        
+        config = load_config()
+        
+        assert config == {"key": "value"}
+
+def test_load_config_file_not_found():
+    with patch('builtins.open', side_effect=FileNotFoundError), \
+         patch('logging.error') as mock_logging_error, \
+         patch('sys.exit') as mock_sys_exit:
+        
+        load_config()
+        
+        mock_logging_error.assert_called_once_with('config.yaml file not found')
+        mock_sys_exit.assert_called_once_with(ec.MISSING_CONFIG_FILE)
+
+def test_load_config_yaml_error():
+    with patch('builtins.open', mock_open(read_data="invalid_yaml")), \
+         patch('yaml.safe_load', side_effect=yaml.YAMLError("Error")), \
+         patch('logging.error') as mock_logging_error, \
+         patch('sys.exit') as mock_sys_exit:
+        
+        load_config()
+        
+        mock_logging_error.assert_called_once()
+        mock_sys_exit.assert_called_once_with(ec.CORRUPTED_CONFIG_FILE)