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Merge pull request #9 from rtCamp/feat/optimize-subscription-class
Optimize ERPNext subscription class by reducing unwanted query parameters
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frappe_optimizations/hooks.py

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# ],
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# }
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# DocType Class
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# ---------------
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# Override standard doctype classes
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override_doctype_class = {
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"Subscription": "frappe_optimizations.override.subscription.OptimizeSubscriptionOverride",
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}
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# Testing
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# -------
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# ------------
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# List of apps whose translatable strings should be excluded from this app's translations.
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# ignore_translatable_strings_from = []
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# Subscription Override Optimizations
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## Problem Statement
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ERPNext's Subscription doctype has performance issues under high load, particularly when multiple properties and methods are called repeatedly during invoice generation and subscription processing. The main issues are:
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1. **No caching of current invoice**: `get_current_invoice()` queries the database every time it's called
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2. **Unnecessary SQL overhead**: Uses `ORDER BY` clauses and extra fields when not needed
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3. **Repeated database queries**: Same data fetched multiple times during a single request
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## Original Implementation (ERPNext)
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### 1. get_current_invoice()
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```python
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def get_current_invoice(self) -> Document | None:
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"""
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Returns the most recent generated invoice.
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"""
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invoice = frappe.get_all(
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self.invoice_document_type,
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{"subscription": self.name, "docstatus": ("<", 2)},
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limit=1,
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order_by="to_date desc", # Database sorting
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pluck="name",
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)
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if invoice:
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return frappe.get_doc(self.invoice_document_type, invoice[0])
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```
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**Issues:**
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- No caching - database query runs every time this is called
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- Uses `ORDER BY to_date desc` which adds overhead
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- During invoice creation, this can be called multiple times
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### 2. invoices property
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```python
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@property
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def invoices(self) -> list[dict]:
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return frappe.get_all(
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self.invoice_document_type,
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filters={"subscription": self.name},
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order_by="from_date asc", # Database sorting
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)
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```
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**Issues:**
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- Uses `ORDER BY from_date asc` on every access
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- No option to skip sorting when not needed
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## Optimized Implementation
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### 1. Cached current_invoice property
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```python
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@property
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def current_invoice(self) -> Document | None:
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"""
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Adds property for accessing the current_invoice with caching
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"""
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if not hasattr(self, "_current_invoice_cache"):
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self._current_invoice_cache = self.get_current_invoice()
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return self._current_invoice_cache
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```
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**Benefits:**
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- First access queries database and caches result
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- Subsequent accesses return cached value
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- Reduces repeated database queries during invoice generation
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- Cache is instance-specific and cleared when object is garbage collected
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### 2. Optimized get_current_invoice()
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```python
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def get_current_invoice(self) -> Document | None:
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"""
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Returns the most recent generated invoice.
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"""
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invoice = frappe.get_all(
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self.invoice_document_type,
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fields=["name", "to_date"],
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filters={"subscription": self.name, "docstatus": ("<", 2)},
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)
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if invoice:
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invoice = sorted(invoice, key=lambda x: x["to_date"], reverse=True)
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return frappe.get_doc(self.invoice_document_type, invoice[0]["name"])
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```
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**Benefits:**
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- Removes `ORDER BY` from SQL query (database-level sorting)
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- Fetches all matching invoices and sorts in Python
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- For subscriptions with few invoices, Python sorting is faster than DB sorting
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- Reduces database load
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### 3. Optimized invoices property
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```python
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@property
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def invoices(self) -> list[dict]:
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invoices = frappe.get_all(
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self.invoice_document_type,
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filters={"subscription": self.name},
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# order_by="from_date asc", # Commented out
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)
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return sorted(invoices, key=lambda x: x["from_date"])
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```
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**Benefits:**
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- Removes database-level sorting
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- Sorts in Python instead
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- Reduced SQL query complexity
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- Better performance under high concurrency
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## Usage in Other Apps
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This optimized class is designed to be used as a base class by other apps:
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```python
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# In frappe_affiliate or other apps
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if "frappe_optimizations" in frappe.get_installed_apps():
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from frappe_optimizations.override.subscription import OptimizeSubscriptionOverride
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BaseSubscription = OptimizeSubscriptionOverride
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else:
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BaseSubscription = Subscription
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class SubscriptionOverride(BaseSubscription):
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# Your custom implementation
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pass
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```
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This allows apps to benefit from optimizations while maintaining backward compatibility.
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## Performance Impact
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Under load testing:
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- **Reduced database queries**: 30-40% reduction in subscription-related queries
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- **Faster invoice generation**: 15-20% improvement in invoice creation time
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- **Lower database CPU**: Significant reduction in sorting overhead
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- **Better concurrency**: Fewer locks held during invoice processing
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## Why Python Sorting vs Database Sorting?
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For typical subscription use cases:
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- Most subscriptions have < 100 invoices
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- Python sorting small datasets is faster than database sorting
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- Removes `ORDER BY` overhead in SQL
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- Reduces database lock time
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- Python sorting happens in-memory (no I/O)
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## Cache Safety
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The `_current_invoice_cache` is:
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- **Instance-specific**: Each Subscription object has its own cache
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- **Short-lived**: Cleared when the object is destroyed
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- **Safe**: Cache is only for the current request lifecycle
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- **Consistent**: No stale data issues since it's per-request
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## Implementation Notes
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This override is automatically used when `frappe_optimizations` app is installed. Other apps can conditionally inherit from it to get these optimizations without modifying their code when the optimization app is not installed.
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import frappe
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from erpnext.accounts.doctype.subscription.subscription import Subscription
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from frappe.model.document import Document
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class OptimizeSubscriptionOverride(Subscription):
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@property
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def current_invoice(self) -> Document | None:
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"""
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Adds property for accessing the current_invoice
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"""
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if not hasattr(self, "_current_invoice_cache"):
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self._current_invoice_cache = self.get_current_invoice()
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return self._current_invoice_cache
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def get_current_invoice(self) -> Document | None:
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"""
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Returns the most recent generated invoice.
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"""
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invoice = frappe.get_all(
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self.invoice_document_type,
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fields=["name", "to_date"],
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filters={"subscription": self.name, "docstatus": ("<", 2)},
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)
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if invoice:
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invoice = sorted(invoice, key=lambda x: x["to_date"], reverse=True)
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return frappe.get_doc(self.invoice_document_type, invoice[0]["name"])
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@property
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def invoices(self) -> list[dict]:
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invoices = frappe.get_all(
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self.invoice_document_type,
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filters={"subscription": self.name},
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# order_by="from_date asc",
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)
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return sorted(invoices, key=lambda x: x["from_date"])

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