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0ed3a3a5ee
* simplify edge config * Accept default vector config or explicit vector config map when creating `EdgeConfig` * fixup! Accept default vector config or explicit vector config map when creating `EdgeConfig` Update examples * upd tests * bump edge version to v0.5.0 --------- Co-authored-by: Roman Titov <ffuugoo@users.noreply.github.com>
42 lines
1.6 KiB
Python
42 lines
1.6 KiB
Python
import os
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import shutil
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import uuid
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from qdrant_edge import *
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DATA_DIRECTORY = os.path.join(os.path.dirname(__file__), "data")
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def load_new_shard():
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print("---- Load shard ----")
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# Clear and recreate data directory
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if os.path.exists(DATA_DIRECTORY):
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shutil.rmtree(DATA_DIRECTORY)
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os.makedirs(DATA_DIRECTORY)
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# Load Qdrant Edge shard
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config = EdgeConfig(
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vector_data=VectorDataConfig(
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size=4,
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distance=Distance.Dot
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)
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)
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return EdgeShard(DATA_DIRECTORY, config)
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def fill_dummy_data(shard: EdgeShard):
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shard.update(UpdateOperation.upsert_points([
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Point(1, [0.05, 0.61, 0.76, 0.74], {"color": "red", "city": ["Moscow", "Berlin"]}),
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Point(2, [0.19, 0.81, 0.75, 0.11], {"color": "red", "city": "Mexico"}),
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Point(3, [0.36, 0.55, 0.47, 0.94], {"color": "blue", "city": ["Berlin", "Barcelona"]}),
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Point(4, [0.12, 0.34, 0.56, 0.78], {"color": "green", "city": "Lisbon", "rating": 4.5}),
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Point(5, [0.88, 0.12, 0.33, 0.44], {"color": "yellow", "city": ["Paris"], "active": True}),
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Point(6, [0.21, 0.22, 0.23, 0.24], {"color": "blue", "city": "Tokyo", "tags": ["night", "food"]}),
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Point(7, [0.99, 0.01, 0.50, 0.50], {"color": "red", "city": ["New York", "Boston"], "visits": 7}),
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Point(8, [0.10, 0.20, 0.30, 0.40], {"color": "blue", "city": "Seoul", "meta": {"source": "import"}}),
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Point(9, [0.45, 0.55, 0.65, 0.75], {"color": "green", "city": ["Berlin"], "score": 0.92}),
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Point(10, [0.01, 0.02, 0.03, 0.04], {"color": "yellow", "city": None, "featured": False}),
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]))
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