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lance-format/lance
Lance是一个为多模态AI设计的开放湖仓格式,支持高性能向量搜索、全文检索和随机访问。它可将Parquet数据快速转换,兼容主流数据处理框架如Pandas、Polars、PyTorch等,适用于构建AI搜索引擎、特征存储和大规模机器学习训练。
标签
技术栈
测试
pytest
查看全部依赖 (102)
依赖
Pandas
arrayref
0.3
arrow
arrow-arith
arrow-array
arrow-buffer
arrow-cast
arrow-data
arrow-ipc
arrow-ord
arrow-row
arrow-schema
arrow-select
async-channel
2.3.1
attrs
aws-credential-types
bytes
chrono
com.fasterxml.jackson.core:jackson-databind
com.google.guava:guava
dashmap
6
datafusion-common
datafusion-sql
datasets
deepsize
futures
geo-traits
geo-types
geoarrow-array
geoarrow-schema
geodatafusion
half
hex
0.4.3
jieba-rs
jsonb
lance-arrow
lance-arrow-scalar
lance-bitpacking
lance-core
lance-datafusion
lance-encoding
lance-file
lance-geo
lance-index
lance-io
lance-linalg
lance-namespace
lance-table
lancedb
libc
0.2
lindera
lindera-tantivy
matplotlib
ml_dtypes
num-traits
num_cpus
1.0
object_store
object_store_opendal
opendal
org.apache.arrow:arrow-c-data
org.apache.arrow:arrow-dataset
org.apache.arrow:arrow-memory-netty
org.apache.arrow:arrow-vector
org.apache.commons:commons-lang3
org.junit.jupiter:junit-jupiter
org.lance:lance-namespace-apache-client
org.lance:lance-namespace-core
org.questdb:jar-jni
paste
1
proc-macro2
1.0.67
pyarrow
pylance
quote
1.0.33
rand
rand_distr
rand_xoshiro
ray
ruff
seaborn
seq-macro
0.3
smallvec
1.15
software.amazon.awssdk:auth
software.amazon.awssdk:s3
tdqm
torch
tqdm
twox-hash
2.0
yt-dlp
开发依赖
approx
arrow-ord
arrow-select
criterion
env_logger
0.11.6
lance-datagen
lance-test-macros
lance-testing
libc
pretty_assertions
proptest
rand_xoshiro
rstest
tracing-mock
截图