Context Managers API Reference

Context managers for block-level optimization control.

optimize_context()

Apply optimization to a code block.

Signature

with epochly.optimize_context(level=None):
    # optimized code

Parameters

Example

import epochly
with epochly.optimize_context(level=3):
    result = heavy_computation(data)

monitoring_context()

Add performance monitoring to a code block.

Signature

with epochly.monitoring_context(name=None):
    # monitored code

Parameters

jit_context()

Enable JIT compilation for a code block.

Signature

with epochly.jit_context(backend='auto'):
    # JIT-compiled code

Parameters

threading_context()

Enable threading optimization for a code block.

Signature

with epochly.threading_context(max_workers=None):
    # threaded code

Parameters

benchmark_context()

Benchmark a code block.

Signature

with epochly.benchmark_context(iterations=100) as benchmark:
    # code to benchmark
print(benchmark.results)

Parameters

Related Documentation

• Context Manager Patterns
• User Guide: Context Managers