adaptive

Adaptive subsystem in TTA.dev: get_fallback_stats and related code. 156 symbols | 11 files | Cohesion: 80%

SKILL.md

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Adaptive

156 symbols | 11 files | Cohesion: 80%

When to Use

  • Working on adaptive-related functionality in TTA.dev
  • Modifying get_fallback_stats
  • Navigating ttadev/primitives/adaptive/retry.py, ttadev/primitives/adaptive/cache.py

Key Files

File Symbols
tests/primitives/adaptive/test_adaptive_retry.py _ctx, test_execute_retry_success_on_first_attempt, test_execute_retry_succeeds_after_failures, test_execute_retry_exhaustion_returns_failure_dict, test_execute_retry_no_sleep_after_last_attempt (+32)
tests/primitives/adaptive/test_adaptive_cache.py _ctx, _make_cache, test_cache_default_strategy_params, test_cache_miss_calls_target_primitive, test_cache_hit_returns_cached_value_without_calling_target (+26)
tests/primitives/adaptive/test_adaptive_fallback.py _ctx, _make_fallback, test_get_default_strategy_returns_baseline, test_primary_succeeds_returns_primary_result, test_primary_success_increments_primary_attempts (+21)
tests/primitives/adaptive/test_adaptive_timeout.py _ctx, _make_timeout, test_execute_success_records_latency, test_execute_success_tracks_context_latency, test_execute_multiple_successes_accumulate (+18)
ttadev/primitives/adaptive/retry.py _execute_retry_with_tracing, _consider_error_specific_strategy, _context_extractor, _consider_reducing_retries, to_dict (+7)
ttadev/primitives/adaptive/cache.py _get_default_strategy, _consider_new_strategy, get_cache_stats, evict_expired, _execute_with_strategy (+2)
tests/unit/test_primitives_adaptive.py test_consider_error_specific_strategy_for_timeout_error, test_context_extractor_embeds_environment_and_priority, test_consider_reducing_retries_creates_strategy, test_max_strategies_limit_prevents_new_creation, test_from_dict_round_trip_preserves_values (+1)
ttadev/primitives/adaptive/base.py record_usage, _execute_impl, _select_strategy, _execute_with_strategy, _get_default_strategy (+1)
ttadev/primitives/adaptive/fallback.py _get_default_strategy, _consider_new_strategy, get_fallback_stats
ttadev/primitives/adaptive/exceptions.py AdaptiveError, LearningError, StrategyValidationError

Entry Points

Start here when exploring this area:

  • get_fallback_stats (Function) — ttadev/primitives/adaptive/fallback.py:395
  • test_get_default_strategy_returns_baseline (Function) — tests/primitives/adaptive/test_adaptive_fallback.py:135
  • test_primary_succeeds_returns_primary_result (Function) — tests/primitives/adaptive/test_adaptive_fallback.py:167
  • test_primary_success_increments_primary_attempts (Function) — tests/primitives/adaptive/test_adaptive_fallback.py:183
  • test_primary_fail_first_fallback_succeeds (Function) — tests/primitives/adaptive/test_adaptive_fallback.py:202

Key Symbols

Symbol Type File Line
AdaptiveError Class ttadev/primitives/adaptive/exceptions.py 35
LearningError Class ttadev/primitives/adaptive/exceptions.py 45
StrategyValidationError Class ttadev/primitives/adaptive/exceptions.py 61
get_fallback_stats Function ttadev/primitives/adaptive/fallback.py 395
test_get_default_strategy_returns_baseline Function tests/primitives/adaptive/test_adaptive_fallback.py 135
test_primary_succeeds_returns_primary_result Function tests/primitives/adaptive/test_adaptive_fallback.py 167
test_primary_success_increments_primary_attempts Function tests/primitives/adaptive/test_adaptive_fallback.py 183
test_primary_fail_first_fallback_succeeds Function tests/primitives/adaptive/test_adaptive_fallback.py 202
test_primary_fail_second_fallback_succeeds_when_first_fails Function tests/primitives/adaptive/test_adaptive_fallback.py 219
test_fallback_latency_recorded_on_success Function tests/primitives/adaptive/test_adaptive_fallback.py 236
test_all_fail_raises_last_exception Function tests/primitives/adaptive/test_adaptive_fallback.py 256
test_all_fail_primary_failure_counted Function tests/primitives/adaptive/test_adaptive_fallback.py 268
test_unknown_fallback_key_skipped_and_next_tried Function tests/primitives/adaptive/test_adaptive_fallback.py 290
test_unknown_fallback_key_all_unknown_raises Function tests/primitives/adaptive/test_adaptive_fallback.py 308
test_context_stats_initialized_on_first_access Function tests/primitives/adaptive/test_adaptive_fallback.py 328
test_context_stats_failure_tracked Function tests/primitives/adaptive/test_adaptive_fallback.py 346
test_get_fallback_stats_empty Function tests/primitives/adaptive/test_adaptive_fallback.py 380
test_get_fallback_stats_with_data Function tests/primitives/adaptive/test_adaptive_fallback.py 399
test_get_fallback_stats_best_order_by_success_rate Function tests/primitives/adaptive/test_adaptive_fallback.py 422
test_get_fallback_stats_strategies_included Function tests/primitives/adaptive/test_adaptive_fallback.py 440

Connected Areas

Area Connections
Unit 9 calls

How to Explore

  1. gitnexus_context({name: "get_fallback_stats"}) — see callers and callees
  2. gitnexus_query({query: "adaptive"}) — find related execution flows
  3. Read key files listed above for implementation details