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[ci] feat: add nested tensor test in kv interface #58

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Merged
0oshowero0 merged 2 commits into from
Mar 25, 2026
Merged

[ci] feat: add nested tensor test in kv interface #58

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a5636bf
update
vermouth1992 Mar 24, 2026
ea93a45
add nested tensor test
vermouth1992 Mar 25, 2026
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16 changes: 15 additions & 1 deletion tests/e2e/test_kv_interface_e2e.py
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Original file line number Diff line number Diff line change
Expand Up @@ -432,14 +432,28 @@ def test_kv_batch_get_partial_keys(self, controller):
keys = ["get_multi_3", "get_multi_4", "get_multi_5"]
partial_keys = ["get_multi_3", "get_multi_5"]
input_data = torch.tensor([[1, 2], [3, 4], [5, 6]])
nested_data = torch.nested.nested_tensor([[10, 11, 12], [20], [30, 31]])
three_d_nested_data = torch.nested.nested_tensor(
[[[10, 11], [12, 13]], [[20, 21], [22, 23]], [[30, 31], [32, 33]]]
)
expected_three_d_nested_data = [torch.tensor([[10, 11], [12, 13]]), torch.tensor([[30, 31], [32, 33]])]
expected_data = torch.tensor([[1, 2], [5, 6]])
expected_nested_data = [torch.tensor([10, 11, 12]), torch.tensor([30, 31])]

fields = TensorDict({"data": input_data}, batch_size=3)
fields = TensorDict(
{"data": input_data, "nested_data": nested_data, "three_d_nested_data": three_d_nested_data}, batch_size=3
)
tq.kv_batch_put(keys=keys, partition_id=partition_id, fields=fields, tags=[{}, {}, {}])

retrieved = tq.kv_batch_get(keys=partial_keys, partition_id=partition_id)
assert_tensor_equal(retrieved["data"], expected_data)

for actual, expected in zip(retrieved["nested_data"], expected_nested_data, strict=True):
assert_tensor_equal(actual, expected)

for actual, expected in zip(retrieved["three_d_nested_data"], expected_three_d_nested_data, strict=True):
assert_tensor_equal(actual, expected)

tq.kv_clear(keys=keys, partition_id=partition_id)

def test_kv_batch_get_partial_fields(self, controller):
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