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Gensyn data fix #469

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Gensyn data fix #469

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46e900d
data_self
tfheud Sep 13, 2025
b6230a5
gensyn_data1
tfheud Sep 13, 2025
41bb5ba
gensyn_data_fix
tfheud Sep 13, 2025
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29 changes: 16 additions & 13 deletions rgym_exp/src/data.py
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Original file line number Diff line number Diff line change
Expand Up @@ -60,7 +60,7 @@ def __init__(
batch_item_id_column=batch_item_id_column,
data_generator=self.load_reasoning_gym_dataset, # TODO: this was confusing, we should document or change the way this is done
)

self.logger = get_logger()
self.yaml_config_path = yaml_config_path
self.eval_split_ratio = eval_split_ratio
self.chunk_size = chunk_size
Expand Down Expand Up @@ -164,7 +164,7 @@ def state_to_system_prompt(self, state: WorldState) -> str:

def state_to_user_prompt(self, state: WorldState) -> str:
"""Convert the state to a user prompt."""
return state.environment_states["question"]
return state.environment_states.get("question", "")

def state_to_answer(self, state: WorldState) -> str:
"""Extract the answer from the state."""
Expand Down Expand Up @@ -259,13 +259,19 @@ def prepare_states(
if batch_id not in trees[agent]:
trees[agent][batch_id] = None
payload = transplants[pair]
received_states, received_actions, received_metadata = (
payload["world_state"],
payload["actions"],
payload["metadata"],
)
received_states = payload.get("world_state")
received_actions = payload.get("actions")
received_metadata = payload.get("metadata")

if received_states is None or received_actions is None or received_metadata is None:
self.logger.warning(f"Incomplete payload: {payload}")
continue
world_state = received_states.environment_states
payload_batch_id = generate_md5_hash_id(world_state["question"])
question = world_state.get("question")
if not question:
self.logger.warning(f"No 'question' found in world_state: {world_state}")
continue
payload_batch_id = generate_md5_hash_id(question)
assert payload_batch_id == batch_id
if (
trees[agent][batch_id] is None
Expand Down Expand Up @@ -297,11 +303,8 @@ def transplant_trees(
for batch_id in swarm_states[agent]:
for payload in swarm_states[agent][batch_id]:
if (
self.num_generations
and hasattr(payload, "actions")
and payload.actions is not None
and isinstance(payload.actions, list)
and len(payload.actions) == self.num_generations
payload.get("actions") is not None
and len(payload["actions"]) == self.num_generations
):
transplants[(agent, batch_id)] = payload
if len(transplants) >= num_transplants:
Expand Down