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### What problem does this PR solve? Some third_party library isn't necessary any more. ### Type of change - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
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# Copyright(C) 2023 InfiniFlow, Inc. All rights reserved. | ||
# | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# You may obtain a copy of the License at | ||
# | ||
# https://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an "AS IS" BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. | ||
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''' | ||
This example is to connect local infinity instance, create table, insert data, search the data | ||
''' | ||
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import infinity | ||
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try: | ||
# open a local directory to store the data | ||
infinity_instance = infinity.connect("/var/infinity") | ||
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# connect to server with 127.0.0.1 | ||
# infinity_instance = infinity.connect(infinity.common.LOCAL_HOST) | ||
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# 'default_db' is the default database | ||
db_instance = infinity_instance.get_database("default_db") | ||
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# Drop my_table if it already exists | ||
db_instance.drop_table("my_table", infinity.common.ConflictType.Ignore) | ||
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# Create a table named "my_table" | ||
table_instance = db_instance.create_table("my_table", { | ||
"num": {"type": "integer"}, | ||
"body": {"type": "varchar"}, | ||
"vec": {"type": "sparse,100,float,int"} | ||
}) | ||
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# Insert 3 rows of data into the 'my_table' | ||
table_instance.insert( | ||
[ | ||
{ | ||
"num": 1, | ||
"body": r"unnecessary and harmful", | ||
"vec": {"indices": [10, 20, 30], "values": [1.1, 2.2, 3.3]} | ||
}, | ||
{ | ||
"num": 2, | ||
"body": r"Office for Harmful Blooms", | ||
"vec": {"indices": [40, 50, 60], "values": [4.4, 5.5, 6.6]} | ||
}, | ||
{ | ||
"num": 3, | ||
"body": r"A Bloom filter is a space-efficient probabilistic data structure, conceived by Burton Howard Bloom in 1970, that is used to test whether an element is a member of a set.", | ||
"vec": {"indices": [70, 80, 90], "values": [7.7, 8.8, 9.9]} | ||
}, | ||
] | ||
) | ||
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result = table_instance.output(["num", "vec", "_similarity"]).match_sparse("vec", {"indices": [0, 20, 80], "values": [1.0, 2.0, 3.0]}, "ip", 3).to_pl() | ||
print(result) | ||
infinity_instance.disconnect() | ||
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except Exception as e: | ||
print(str(e)) |
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