fine tuning injestion
This commit is contained in:
@@ -0,0 +1,22 @@
|
|||||||
|
# Budget Management System
|
||||||
|
|
||||||
|
This project is a Budget Management System that fetches and caches budget-related data from an API. It organizes the data into various categories and handles rate limits to ensure smooth operation.
|
||||||
|
|
||||||
|
## Project Structure
|
||||||
|
|
||||||
|
## Setup
|
||||||
|
|
||||||
|
1. **Set up environment variables:**
|
||||||
|
|
||||||
|
Create a `.env` file in the root directory and add your API token and budget ID:
|
||||||
|
```
|
||||||
|
API_TOKEN=your_api_token
|
||||||
|
BUDGET_ID=your_budget_id
|
||||||
|
```
|
||||||
|
|
||||||
|
## Usage
|
||||||
|
|
||||||
|
## Contributing
|
||||||
|
|
||||||
|
## License
|
||||||
|
|
||||||
Binary file not shown.
@@ -1,8 +1,28 @@
|
|||||||
class injest:
|
import os
|
||||||
def __init__(self):
|
import time
|
||||||
|
import json
|
||||||
|
import logging
|
||||||
|
import requests
|
||||||
|
|
||||||
|
|
||||||
|
class injest:
|
||||||
|
def __init__(self, injest_info):
|
||||||
|
self.API_TOKEN = injest_info['API_TOKEN'],
|
||||||
|
self.BUDGET_ID = injest_info['BUDGET_ID'],
|
||||||
|
self.headers = {'Authorization': f'Bearer {self.API_TOKEN}'},
|
||||||
|
self.entities = ['accounts', 'categories', 'months', 'payees', 'transactions', 'scheduled_transactions'],
|
||||||
|
self.base_url = injest_info['base_url'],
|
||||||
|
self.knowledge_file = injest_info['knowledge_file']
|
||||||
|
self.knowledge_cache = self.load_knowledge_cache()
|
||||||
|
self.fetch_and_cache_entity_data()
|
||||||
|
|
||||||
|
def load_knowledge_cache(self):
|
||||||
|
if os.path.exists(self.knowledge_file):
|
||||||
|
with open(self.knowledge_file, 'r') as f:
|
||||||
|
return json.load(f)
|
||||||
|
return {}
|
||||||
|
|
||||||
def update_entity_data_cache(entity, data):
|
def update_entity_data_cache(self,entity, data):
|
||||||
current_time = time.strftime('%Y%m%d%H%M%S')
|
current_time = time.strftime('%Y%m%d%H%M%S')
|
||||||
directory = f'data/{entity}' # Directory name is the entity's name
|
directory = f'data/{entity}' # Directory name is the entity's name
|
||||||
if not os.path.exists(directory):
|
if not os.path.exists(directory):
|
||||||
@@ -11,20 +31,19 @@ class injest:
|
|||||||
with open(entity_file, 'w') as f:
|
with open(entity_file, 'w') as f:
|
||||||
json.dump(data, f, indent=4)
|
json.dump(data, f, indent=4)
|
||||||
|
|
||||||
def update_server_knowledge_cache(entity, server_knowledge):
|
def update_server_knowledge_cache(self,entity, server_knowledge):
|
||||||
knowledge_file = 'server_knowledge_cache.json'
|
|
||||||
try:
|
try:
|
||||||
with open(knowledge_file, 'r') as f:
|
with open(self.knowledge_file, 'r') as f:
|
||||||
knowledge_cache = json.load(f)
|
knowledge_cache = json.load(f)
|
||||||
except FileNotFoundError:
|
except FileNotFoundError:
|
||||||
knowledge_cache = {}
|
knowledge_cache = {}
|
||||||
|
|
||||||
knowledge_cache[entity] = server_knowledge
|
knowledge_cache[entity] = server_knowledge
|
||||||
|
|
||||||
with open(knowledge_file, 'w') as f:
|
with open(self.knowledge_file, 'w') as f:
|
||||||
json.dump(knowledge_cache, f, indent=4)
|
json.dump(knowledge_cache, f, indent=4)
|
||||||
|
|
||||||
def check_rate_limit(response):
|
def check_rate_limit(self,response):
|
||||||
rate_limit_header = response.headers.get('X-Rate-Limit')
|
rate_limit_header = response.headers.get('X-Rate-Limit')
|
||||||
if rate_limit_header:
|
if rate_limit_header:
|
||||||
requests_made, limit = map(int, rate_limit_header.split('/'))
|
requests_made, limit = map(int, rate_limit_header.split('/'))
|
||||||
@@ -36,28 +55,18 @@ class injest:
|
|||||||
else:
|
else:
|
||||||
logging.warning("X-Rate-Limit header is missing.")
|
logging.warning("X-Rate-Limit header is missing.")
|
||||||
|
|
||||||
def fetch_and_cache_entity_data(budget_id):
|
def fetch_and_cache_entity_data(self):
|
||||||
entities = ['accounts', 'categories', 'months', 'payees', 'transactions', 'scheduled_transactions']
|
for entity in self.entities:
|
||||||
base_url = 'https://api.ynab.com/v1/budgets'
|
logging.debug(f'entity type is {type(entity)}')
|
||||||
knowledge_file = 'server_knowledge_cache.json'
|
last_knowledge = self.knowledge_cache.get(entity, 0)
|
||||||
|
|
||||||
# Load existing server knowledge cache
|
|
||||||
try:
|
|
||||||
with open(knowledge_file, 'r') as f:
|
|
||||||
knowledge_cache = json.load(f)
|
|
||||||
except FileNotFoundError:
|
|
||||||
knowledge_cache = {}
|
|
||||||
|
|
||||||
for entity in entities:
|
|
||||||
last_knowledge = knowledge_cache.get(entity, 0)
|
|
||||||
logging.debug(f'Last Knowledge of {entity.capitalize()}: {last_knowledge}')
|
logging.debug(f'Last Knowledge of {entity.capitalize()}: {last_knowledge}')
|
||||||
url = f'{base_url}/{budget_id}/{entity}'
|
url = f'{self.base_url}/{self.budget_id}/{entity}'
|
||||||
if last_knowledge:
|
if last_knowledge:
|
||||||
logging.info(f'Fetching {entity} data since last knowledge: {last_knowledge}')
|
logging.info(f'Fetching {entity} data since last knowledge: {last_knowledge}')
|
||||||
url = url + f'?last_knowledge_of_server={last_knowledge}'
|
url = url + f'?last_knowledge_of_server={last_knowledge}'
|
||||||
|
|
||||||
response = requests.get(url, headers=headers)
|
response = requests.get(url, headers=self.headers)
|
||||||
check_rate_limit(response) # Check and handle rate limit
|
self.check_rate_limit(response) # Check and handle rate limit
|
||||||
|
|
||||||
if response.status_code == 429: # HTTP 429 Too Many Requests
|
if response.status_code == 429: # HTTP 429 Too Many Requests
|
||||||
logging.error("Rate limit exceeded. Pausing until the limit is reset.")
|
logging.error("Rate limit exceeded. Pausing until the limit is reset.")
|
||||||
@@ -72,11 +81,11 @@ class injest:
|
|||||||
# Check if there is new server knowledge
|
# Check if there is new server knowledge
|
||||||
if server_knowledge is not None and server_knowledge != last_knowledge:
|
if server_knowledge is not None and server_knowledge != last_knowledge:
|
||||||
# Update server knowledge cache
|
# Update server knowledge cache
|
||||||
update_server_knowledge_cache(entity, server_knowledge)
|
self.update_server_knowledge_cache(entity, server_knowledge)
|
||||||
|
|
||||||
# Update entity data cache without server knowledge
|
# Update entity data cache without server knowledge
|
||||||
entity_data = data['data']
|
entity_data = data['data']
|
||||||
entity_data.pop('server_knowledge', None) # Remove server knowledge if exists
|
entity_data.pop('server_knowledge', None) # Remove server knowledge if exists
|
||||||
update_entity_data_cache(entity, entity_data)
|
self.update_entity_data_cache(entity, entity_data)
|
||||||
else:
|
else:
|
||||||
logging.info(f"No new data for {entity}. Skipping cache update.")
|
logging.info(f"No new data for {entity}. Skipping cache update.")
|
||||||
|
|||||||
@@ -13,3 +13,13 @@ BUDGET_ID = os.getenv('BUDGET_ID')
|
|||||||
headers = {'Authorization': f'Bearer {API_TOKEN}'}
|
headers = {'Authorization': f'Bearer {API_TOKEN}'}
|
||||||
logging.basicConfig(level=logging.DEBUG)
|
logging.basicConfig(level=logging.DEBUG)
|
||||||
|
|
||||||
|
injest_info = {}
|
||||||
|
#entities = ['accounts', 'categories', 'months', 'payees', 'transactions', 'scheduled_transactions']
|
||||||
|
#injest_info['entities'] = entities
|
||||||
|
injest_info['base_url'] = 'https://api.ynab.com/v1/budgets'
|
||||||
|
injest_info['knowledge_file'] = 'server_knowledge_cache.json'
|
||||||
|
injest_info['API_TOKEN'] = API_TOKEN
|
||||||
|
injest_info['BUDGET_ID'] = BUDGET_ID
|
||||||
|
|
||||||
|
|
||||||
|
injest(injest_info)#.fetch_and_cache_entity_data()
|
||||||
|
|||||||
Reference in New Issue
Block a user