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Add larger PyG test #2349

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Nov 6, 2023
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Add larger PyG test #2349

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13 changes: 13 additions & 0 deletions tools/python_api/test/test_torch_geometric_remote_backend.py
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Original file line number Diff line number Diff line change
@@ -1,6 +1,9 @@
import torch
import random
import sys

sys.path.append('../build/')
import kuzu

TINY_SNB_KNOWS_GROUND_TRUTH = {
0: [2, 3, 5],
Expand Down Expand Up @@ -95,3 +98,13 @@ def test_remote_backend_feature_store_types_2d(establish_connection):
assert f32.shape == torch.Size([1, 3])
for j in range(3):
assert f32[0, j].item() - (base_number + j) - 1 < 1e-6

def test_remote_backend_20k(establish_connection):
_, db = establish_connection
conn = kuzu.Connection(db, num_threads=1)
conn.execute('create node table npy20k (id INT64,f32 FLOAT[10],PRIMARY KEY(id));')
conn.execute('copy npy20k from ("../../../dataset/npy-20k/id_int64.npy", "../../../dataset/npy-20k/two_dim_float.npy") by column;')
del conn
fs, _ = db.get_torch_geometric_remote_backend(8)
for i in range(20000):
assert fs['npy20k', 'id', i].item() == i