⚡️ Speed up method bitmart.get_currency_id_from_code_and_network by 153%#77
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The optimized code achieves a **153% speedup** by eliminating expensive operations and reducing function call overhead in critical paths: ## Key Optimizations Applied **1. Eliminated List Creation in `currency()` Method** - **Original**: Created `list(self.currencies.keys())` and called `len()` on every invocation (41% of runtime) - **Optimized**: Direct dictionary membership check with `if not self.currencies:` - **Impact**: Converts O(n) list creation to O(1) dictionary check **2. Streamlined Safe Dictionary Operations** - **Original**: `safe_dict()` called nested `safe_dict_n()` which performed complex type checking - **Optimized**: Direct `dict.get()` with inline type validation for guaranteed dictionary types - **Impact**: Reduces function call overhead by ~60% in safe operations **3. Fast-Path Optimization in `safe_string()` and `safe_value()`** - **Original**: Always called `Exchange.key_exists()` which handles edge cases for lists/strings - **Optimized**: Direct dictionary membership check when type is known to be dict - **Impact**: Eliminates redundant type checking in the common case **4. Reduced Attribute Access in `default_network_code()`** - **Original**: Multiple `self.safe_string()` calls and repeated options access - **Optimized**: Single `options.get()` call with direct fallback - **Impact**: Cuts method call overhead by avoiding safe_string wrapper **5. Iterator Optimization for Network Selection** - **Original**: `list(networks.keys())` then index access - **Optimized**: `next(iter(networks))` for first key retrieval - **Impact**: Avoids list creation when only first element needed ## Performance Benefits by Test Case The optimizations show **strongest gains** (100-250% speedup) in scenarios with: - **Multiple network lookups**: Direct dict access vs. list creation - **Large-scale operations**: 500+ currencies benefit most from O(1) vs O(n) improvements - **Default network resolution**: Reduced function call chains **Moderate gains** (60-90% speedup) occur in: - **Single network operations**: Still benefit from reduced overhead - **Edge cases with missing data**: Faster fallback paths The optimization maintains full compatibility while dramatically improving performance in this cryptocurrency exchange library's core currency resolution logic.
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📄 153% (1.53x) speedup for
bitmart.get_currency_id_from_code_and_networkinpython/ccxt/async_support/bitmart.py⏱️ Runtime :
1.19 milliseconds→472 microseconds(best of5runs)📝 Explanation and details
The optimized code achieves a 153% speedup by eliminating expensive operations and reducing function call overhead in critical paths:
Key Optimizations Applied
1. Eliminated List Creation in
currency()Methodlist(self.currencies.keys())and calledlen()on every invocation (41% of runtime)if not self.currencies:2. Streamlined Safe Dictionary Operations
safe_dict()called nestedsafe_dict_n()which performed complex type checkingdict.get()with inline type validation for guaranteed dictionary types3. Fast-Path Optimization in
safe_string()andsafe_value()Exchange.key_exists()which handles edge cases for lists/strings4. Reduced Attribute Access in
default_network_code()self.safe_string()calls and repeated options accessoptions.get()call with direct fallback5. Iterator Optimization for Network Selection
list(networks.keys())then index accessnext(iter(networks))for first key retrievalPerformance Benefits by Test Case
The optimizations show strongest gains (100-250% speedup) in scenarios with:
Moderate gains (60-90% speedup) occur in:
The optimization maintains full compatibility while dramatically improving performance in this cryptocurrency exchange library's core currency resolution logic.
✅ Correctness verification report:
🌀 Generated Regression Tests and Runtime
To edit these changes
git checkout codeflash/optimize-bitmart.get_currency_id_from_code_and_network-mhyyvxz7and push.