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Add exponential backoff to Ax DB retry operations #5104

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mgrange1998 wants to merge 1 commit into from
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Add exponential backoff to Ax DB retry operations #5104

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7 changes: 7 additions & 0 deletions ax/storage/sqa_store/with_db_settings_base.py
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Original file line number Diff line number Diff line change
Expand Up @@ -498,6 +498,7 @@ def _save_analysis_card_to_db_if_possible(
retries=3,
default_return_on_suppression=False,
exception_types=RETRY_EXCEPTION_TYPES,
initial_wait_seconds=5,
)
def _save_experiment_to_db_if_possible(
experiment: Experiment,
Expand All @@ -521,6 +522,7 @@ def _save_experiment_to_db_if_possible(
retries=3,
default_return_on_suppression=False,
exception_types=RETRY_EXCEPTION_TYPES,
initial_wait_seconds=5,
)
def _save_or_update_trials_in_db_if_possible(
experiment: Experiment,
Expand Down Expand Up @@ -550,6 +552,7 @@ def _save_or_update_trials_in_db_if_possible(
retries=3,
default_return_on_suppression=False,
exception_types=RETRY_EXCEPTION_TYPES,
initial_wait_seconds=5,
)
def _save_generation_strategy_to_db_if_possible(
generation_strategy: GenerationStrategy,
Expand All @@ -573,6 +576,7 @@ def _save_generation_strategy_to_db_if_possible(
retries=3,
default_return_on_suppression=False,
exception_types=RETRY_EXCEPTION_TYPES,
initial_wait_seconds=5,
)
def _update_generation_strategy_in_db_if_possible(
generation_strategy: GenerationStrategy,
Expand Down Expand Up @@ -602,6 +606,7 @@ def _update_generation_strategy_in_db_if_possible(
retries=3,
default_return_on_suppression=False,
exception_types=RETRY_EXCEPTION_TYPES,
initial_wait_seconds=5,
)
def _update_runner_on_experiment_in_db_if_possible(
experiment: Experiment,
Expand All @@ -619,6 +624,7 @@ def _update_runner_on_experiment_in_db_if_possible(
retries=3,
default_return_on_suppression=False,
exception_types=RETRY_EXCEPTION_TYPES,
initial_wait_seconds=5,
)
def _update_experiment_properties_in_db(
experiment_with_updated_properties: Experiment,
Expand All @@ -635,6 +641,7 @@ def _update_experiment_properties_in_db(
retries=3,
default_return_on_suppression=False,
exception_types=RETRY_EXCEPTION_TYPES,
initial_wait_seconds=5,
)
def _save_analysis_card_to_db(
experiment: Experiment,
Expand Down
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