zhichyu commited on
Commit
de65b37
·
1 Parent(s): 1f1ca89

Migrate infinity at startup (#3858)

Browse files

### What problem does this PR solve?

Migrate infinity at startup

#3809
https://github.com/infiniflow/infinity/issues/2321

### Type of change

- [x] New Feature (non-breaking change which adds functionality)

conf/infinity_mapping.json CHANGED
@@ -5,17 +5,17 @@
5
  "create_time": {"type": "varchar", "default": ""},
6
  "create_timestamp_flt": {"type": "float", "default": 0.0},
7
  "img_id": {"type": "varchar", "default": ""},
8
- "docnm_kwd": {"type": "varchar", "default": ""},
9
- "title_tks": {"type": "varchar", "default": ""},
10
- "title_sm_tks": {"type": "varchar", "default": ""},
11
- "name_kwd": {"type": "varchar", "default": ""},
12
- "important_kwd": {"type": "varchar", "default": ""},
13
- "important_tks": {"type": "varchar", "default": ""},
14
- "question_kwd": {"type": "varchar", "default": ""},
15
- "question_tks": {"type": "varchar", "default": ""},
16
  "content_with_weight": {"type": "varchar", "default": ""},
17
- "content_ltks": {"type": "varchar", "default": ""},
18
- "content_sm_ltks": {"type": "varchar", "default": ""},
19
  "page_num_int": {"type": "varchar", "default": ""},
20
  "top_int": {"type": "varchar", "default": ""},
21
  "position_int": {"type": "varchar", "default": ""},
@@ -23,7 +23,7 @@
23
  "weight_flt": {"type": "float", "default": 0.0},
24
  "rank_int": {"type": "integer", "default": 0},
25
  "available_int": {"type": "integer", "default": 1},
26
- "knowledge_graph_kwd": {"type": "varchar", "default": ""},
27
- "entities_kwd": {"type": "varchar", "default": ""},
28
  "pagerank_fea": {"type": "integer", "default": 0}
29
  }
 
5
  "create_time": {"type": "varchar", "default": ""},
6
  "create_timestamp_flt": {"type": "float", "default": 0.0},
7
  "img_id": {"type": "varchar", "default": ""},
8
+ "docnm_kwd": {"type": "varchar", "default": "", "analyzer": "whitespace"},
9
+ "title_tks": {"type": "varchar", "default": "", "analyzer": "whitespace"},
10
+ "title_sm_tks": {"type": "varchar", "default": "", "analyzer": "whitespace"},
11
+ "name_kwd": {"type": "varchar", "default": "", "analyzer": "whitespace"},
12
+ "important_kwd": {"type": "varchar", "default": "", "analyzer": "whitespace"},
13
+ "important_tks": {"type": "varchar", "default": "", "analyzer": "whitespace"},
14
+ "question_kwd": {"type": "varchar", "default": "", "analyzer": "whitespace"},
15
+ "question_tks": {"type": "varchar", "default": "", "analyzer": "whitespace"},
16
  "content_with_weight": {"type": "varchar", "default": ""},
17
+ "content_ltks": {"type": "varchar", "default": "", "analyzer": "whitespace"},
18
+ "content_sm_ltks": {"type": "varchar", "default": "", "analyzer": "whitespace"},
19
  "page_num_int": {"type": "varchar", "default": ""},
20
  "top_int": {"type": "varchar", "default": ""},
21
  "position_int": {"type": "varchar", "default": ""},
 
23
  "weight_flt": {"type": "float", "default": 0.0},
24
  "rank_int": {"type": "integer", "default": 0},
25
  "available_int": {"type": "integer", "default": 1},
26
+ "knowledge_graph_kwd": {"type": "varchar", "default": "", "analyzer": "whitespace"},
27
+ "entities_kwd": {"type": "varchar", "default": "", "analyzer": "whitespace"},
28
  "pagerank_fea": {"type": "integer", "default": 0}
29
  }
docker/docker-compose-base.yml CHANGED
@@ -36,7 +36,7 @@ services:
36
  container_name: ragflow-infinity
37
  profiles:
38
  - infinity
39
- image: infiniflow/infinity:v0.5.0-dev5
40
  volumes:
41
  - infinity_data:/var/infinity
42
  - ./infinity_conf.toml:/infinity_conf.toml
 
36
  container_name: ragflow-infinity
37
  profiles:
38
  - infinity
39
+ image: infiniflow/infinity:v0.5.0-dev6
40
  volumes:
41
  - infinity_data:/var/infinity
42
  - ./infinity_conf.toml:/infinity_conf.toml
poetry.lock CHANGED
@@ -1,4 +1,4 @@
1
- # This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand.
2
 
3
  [[package]]
4
  name = "accelerate"
@@ -145,7 +145,7 @@ name = "aiolimiter"
145
  version = "1.2.1"
146
  description = "asyncio rate limiter, a leaky bucket implementation"
147
  optional = false
148
- python-versions = "<4.0,>=3.8"
149
  files = [
150
  {file = "aiolimiter-1.2.1-py3-none-any.whl", hash = "sha256:d3f249e9059a20badcb56b61601a83556133655c11d1eb3dd3e04ff069e5f3c7"},
151
  {file = "aiolimiter-1.2.1.tar.gz", hash = "sha256:e02a37ea1a855d9e832252a105420ad4d15011505512a1a1d814647451b5cca9"},
@@ -196,13 +196,13 @@ files = [
196
 
197
  [[package]]
198
  name = "akshare"
199
- version = "1.15.44"
200
  description = "AKShare is an elegant and simple financial data interface library for Python, built for human beings!"
201
  optional = false
202
  python-versions = ">=3.8"
203
  files = [
204
- {file = "akshare-1.15.44-py3-none-any.whl", hash = "sha256:e5ca731c4f485cb79da1287d045502ca28a37636f62cfe9cfe3d28147f0f36b1"},
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- {file = "akshare-1.15.44.tar.gz", hash = "sha256:ed0b0254bcaa5d5ab719fe4c1081f9bd11fb9d2fb3046cd9d49e93f4afcc599b"},
206
  ]
207
 
208
  [package.dependencies]
@@ -416,7 +416,7 @@ name = "aspose-slides"
416
  version = "24.12.0"
417
  description = "Aspose.Slides for Python via .NET is a presentation file formats processing library for working with Microsoft PowerPoint files without using Microsoft PowerPoint."
418
  optional = false
419
- python-versions = "<3.14,>=3.5"
420
  files = [
421
  {file = "Aspose.Slides-24.12.0-py3-none-macosx_10_14_x86_64.whl", hash = "sha256:ccfaa61a863ed28cd37b221e31a0edf4a83802599d76fb50861c25149ac5e5e3"},
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  {file = "Aspose.Slides-24.12.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:b050659129c5ca92e52fbcd7d5091caa244db731adb68fbea1fd0a8b9fd62a5a"},
@@ -568,7 +568,7 @@ name = "bce-python-sdk"
568
  version = "0.9.23"
569
  description = "BCE SDK for python"
570
  optional = false
571
- python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,<4,>=2.7"
572
  files = [
573
  {file = "bce_python_sdk-0.9.23-py3-none-any.whl", hash = "sha256:8debe21a040e00060f6044877d594765ed7b18bc765c6bf16b878bca864140a3"},
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  {file = "bce_python_sdk-0.9.23.tar.gz", hash = "sha256:19739fed5cd0725356fc5ffa2acbdd8fb23f2a81edb91db21a03174551d0cf41"},
@@ -1366,101 +1366,101 @@ test-no-images = ["pytest", "pytest-cov", "pytest-rerunfailures", "pytest-xdist"
1366
 
1367
  [[package]]
1368
  name = "cramjam"
1369
- version = "2.9.0"
1370
  description = "Thin Python bindings to de/compression algorithms in Rust"
1371
  optional = false
1372
  python-versions = ">=3.8"
1373
  files = [
1374
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1432
- {file = "cramjam-2.9.0-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:35cad507eb02c775e6c5444312f98b28dd8bf122425677ae199484996e838673"},
1433
- {file = "cramjam-2.9.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8982925d179b940efa860513a31b839bb06343501077cca3e67f7a2f7360d355"},
1434
- {file = "cramjam-2.9.0-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ba7e2d33e1d092dffd0a3ff4bd1b86177594aa3c2901fd478e78e1fb2aee8ed3"},
1435
- {file = "cramjam-2.9.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:904be92e3bc25e78343ee52aa0fd5fba3a31d11d474e8af4623a9d00baa84bc2"},
1436
- {file = "cramjam-2.9.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9221297c547d702e1431e96705fce26c6a87df34a681a6b97fe63b536d09c1d8"},
1437
- {file = "cramjam-2.9.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e98a18c22a85f321091cc8db6694af1d713a369c2d60ec611c10ccfe24ab103a"},
1438
- {file = "cramjam-2.9.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:e248510f8e2dbc71fa99f86238c9023365dbe1a4520eb40e33d73416527349f2"},
1439
- {file = "cramjam-2.9.0-cp38-cp38-musllinux_1_1_armv7l.whl", hash = "sha256:dc07376aa33b6004ea372ac9b0ba0ed3455aa2fc4e18727414142ecb46b176b8"},
1440
- {file = "cramjam-2.9.0-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:e94021c541eb2a199b5a2ffae0ea84fb8b99863dab99a5b154b00bc7a44b5c48"},
1441
- {file = "cramjam-2.9.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:4adbf4366f8dc29b7c5c731c800cf633be76c9911e928daeb606827d6ae7c599"},
1442
- {file = "cramjam-2.9.0-cp38-none-win32.whl", hash = "sha256:ca880f555c8db40942acc8a50722c33e229b6be90e598acc1a201f36487b917d"},
1443
- {file = "cramjam-2.9.0-cp38-none-win_amd64.whl", hash = "sha256:ab17a429a92db90bf40115efb97d10e71b94b0dcacf30cf724552df2794a58fb"},
1444
- {file = "cramjam-2.9.0-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:ed7fd7bc2b86ec3161fe0cc49f5f392e6efa55c91a95397d5047820c38117660"},
1445
- {file = "cramjam-2.9.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:a0f654c739a6bc4a69a2aaf31463328a208757ed780ff886234532f78e06a864"},
1446
- {file = "cramjam-2.9.0-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:cd4d4ab9deb5846af0ac6cf1fa139cfa40291ad14d073efa8b8e20c8d1aa90bd"},
1447
- {file = "cramjam-2.9.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bafc32f01d4ab64f83fdbc29bc5bd25a920b59c751c12e06e6f4b1e379be7600"},
1448
- {file = "cramjam-2.9.0-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:0fb5ea631dbf998f667766a9e485e757817d66ed559916ba553a0ec2f902d788"},
1449
- {file = "cramjam-2.9.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:c902e56e60c48f5f15e55257aaa1c2678323df5f18a1b839e8d05cac1107576c"},
1450
- {file = "cramjam-2.9.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:441d3875cdffe5df9294b93ef570058837732dd727cd9d18efa0f089f1c2687a"},
1451
- {file = "cramjam-2.9.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ed486e57a79ccc7aebaa2ec12517d891fdc5d2fde16915e3db705b8a47570981"},
1452
- {file = "cramjam-2.9.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:013cb872205641c6e5269f530ed40aaaa5640d84e0d8f33b89f5a1bf7f655527"},
1453
- {file = "cramjam-2.9.0-cp39-cp39-musllinux_1_1_armv7l.whl", hash = "sha256:a41b4b10a381be1d42a1a7dd07b8c3faccd3d12c7e98e973a6ec558fd040a607"},
1454
- {file = "cramjam-2.9.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:598eac1713ddbe69c3b30dcc890d69b206ce08903fc3aed58149aae87c61973a"},
1455
- {file = "cramjam-2.9.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:72e9ebc27c557706a3c9964c1d1b4522857760dbd60c105a4f5421f3b66e31a2"},
1456
- {file = "cramjam-2.9.0-cp39-none-win32.whl", hash = "sha256:dbbd6fba677e1cbc9d6bd4ebbe3e8b3667d0295f1731489db2a971c95f0ceca0"},
1457
- {file = "cramjam-2.9.0-cp39-none-win_amd64.whl", hash = "sha256:7f33a83969fa94ee8e0c1f0aef8eb303ead3e9142338dc543abeb7e1a28734ab"},
1458
- {file = "cramjam-2.9.0-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:132db7d3346ea21ba44e7ee23ec73bd6fa9eb1e77133ca6dfe1f7449a69999af"},
1459
- {file = "cramjam-2.9.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:2addf801c88bead21256ccd87dc97cffead03758c4a4947fad8e454f4abfda0a"},
1460
- {file = "cramjam-2.9.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:24afad3ba62774abbb150dc25aab21b047ab999c4143c7a8d96577848baf7af6"},
1461
- {file = "cramjam-2.9.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:604c16052cf29d0c796927ed7e107f65429d2036c82c9a8009bd453c94e5e4f0"},
1462
- {file = "cramjam-2.9.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:65bded20fd2cef17b22246c336ddd67fac842341ee311042b4a70e65dc745aa7"},
1463
- {file = "cramjam-2.9.0.tar.gz", hash = "sha256:f103e648aa3ebe9b8e2c1a3a92719288d8f3f41007c319ad298cdce2d0c28641"},
1464
  ]
1465
 
1466
  [package.extras]
@@ -1502,7 +1502,7 @@ name = "cryptography"
1502
  version = "44.0.0"
1503
  description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
1504
  optional = false
1505
- python-versions = "!=3.9.0,!=3.9.1,>=3.7"
1506
  files = [
1507
  {file = "cryptography-44.0.0-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:84111ad4ff3f6253820e6d3e58be2cc2a00adb29335d4cacb5ab4d4d34f2a123"},
1508
  {file = "cryptography-44.0.0-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b15492a11f9e1b62ba9d73c210e2416724633167de94607ec6069ef724fad092"},
@@ -1510,6 +1510,7 @@ files = [
1510
  {file = "cryptography-44.0.0-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:761817a3377ef15ac23cd7834715081791d4ec77f9297ee694ca1ee9c2c7e5eb"},
1511
  {file = "cryptography-44.0.0-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:3c672a53c0fb4725a29c303be906d3c1fa99c32f58abe008a82705f9ee96f40b"},
1512
  {file = "cryptography-44.0.0-cp37-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:4ac4c9f37eba52cb6fbeaf5b59c152ea976726b865bd4cf87883a7e7006cc543"},
 
1513
  {file = "cryptography-44.0.0-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:ed3534eb1090483c96178fcb0f8893719d96d5274dfde98aa6add34614e97c8e"},
1514
  {file = "cryptography-44.0.0-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:f3f6fdfa89ee2d9d496e2c087cebef9d4fcbb0ad63c40e821b39f74bf48d9c5e"},
1515
  {file = "cryptography-44.0.0-cp37-abi3-win32.whl", hash = "sha256:eb33480f1bad5b78233b0ad3e1b0be21e8ef1da745d8d2aecbb20671658b9053"},
@@ -1520,6 +1521,7 @@ files = [
1520
  {file = "cryptography-44.0.0-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:c5eb858beed7835e5ad1faba59e865109f3e52b3783b9ac21e7e47dc5554e289"},
1521
  {file = "cryptography-44.0.0-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:f53c2c87e0fb4b0c00fa9571082a057e37690a8f12233306161c8f4b819960b7"},
1522
  {file = "cryptography-44.0.0-cp39-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:9e6fc8a08e116fb7c7dd1f040074c9d7b51d74a8ea40d4df2fc7aa08b76b9e6c"},
 
1523
  {file = "cryptography-44.0.0-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:d2436114e46b36d00f8b72ff57e598978b37399d2786fd39793c36c6d5cb1c64"},
1524
  {file = "cryptography-44.0.0-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a01956ddfa0a6790d594f5b34fc1bfa6098aca434696a03cfdbe469b8ed79285"},
1525
  {file = "cryptography-44.0.0-cp39-abi3-win32.whl", hash = "sha256:eca27345e1214d1b9f9490d200f9db5a874479be914199194e746c893788d417"},
@@ -1709,7 +1711,7 @@ name = "deprecated"
1709
  version = "1.2.15"
1710
  description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
1711
  optional = false
1712
- python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
1713
  files = [
1714
  {file = "Deprecated-1.2.15-py2.py3-none-any.whl", hash = "sha256:353bc4a8ac4bfc96800ddab349d89c25dec1079f65fd53acdcc1e0b975b21320"},
1715
  {file = "deprecated-1.2.15.tar.gz", hash = "sha256:683e561a90de76239796e6b6feac66b99030d2dd3fcf61ef996330f14bbb9b0d"},
@@ -2040,7 +2042,7 @@ name = "fastembed"
2040
  version = "0.3.6"
2041
  description = "Fast, light, accurate library built for retrieval embedding generation"
2042
  optional = false
2043
- python-versions = "<3.13,>=3.8.0"
2044
  files = [
2045
  {file = "fastembed-0.3.6-py3-none-any.whl", hash = "sha256:2bf70edae28bb4ccd9e01617098c2075b0ba35b88025a3d22b0e1e85b2c488ce"},
2046
  {file = "fastembed-0.3.6.tar.gz", hash = "sha256:c93c8ec99b8c008c2d192d6297866b8d70ec7ac8f5696b34eb5ea91f85efd15f"},
@@ -2093,7 +2095,6 @@ files = [
2093
  {file = "fastparquet-2024.11.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0e2d7f02f57231e6c86d26e9ea71953737202f20e948790e5d4db6d6a1a150dc"},
2094
  {file = "fastparquet-2024.11.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:fbe4468146b633d8f09d7b196fea0547f213cb5ce5f76e9d1beb29eaa9593a93"},
2095
  {file = "fastparquet-2024.11.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:29d5c718817bcd765fc519b17f759cad4945974421ecc1931d3bdc3e05e57fa9"},
2096
- {file = "fastparquet-2024.11.0-cp312-cp312-win_amd64.whl", hash = "sha256:74a0b3c40ab373442c0fda96b75a36e88745d8b138fcc3a6143e04682cbbb8ca"},
2097
  {file = "fastparquet-2024.11.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:59e5c5b51083d5b82572cdb7aed0346e3181e3ac9d2e45759da2e804bdafa7ee"},
2098
  {file = "fastparquet-2024.11.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:bdadf7b6bad789125b823bfc5b0a719ba5c4a2ef965f973702d3ea89cff057f6"},
2099
  {file = "fastparquet-2024.11.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:46b2db02fc2a1507939d35441c8ab211d53afd75d82eec9767d1c3656402859b"},
@@ -2796,13 +2797,13 @@ grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
2796
 
2797
  [[package]]
2798
  name = "google-cloud-resource-manager"
2799
- version = "1.13.1"
2800
  description = "Google Cloud Resource Manager API client library"
2801
  optional = false
2802
  python-versions = ">=3.7"
2803
  files = [
2804
- {file = "google_cloud_resource_manager-1.13.1-py2.py3-none-any.whl", hash = "sha256:abdc7d443ab6c0763b8ed49ab59203e223f14c683df69e3748d5eb2237475f5f"},
2805
- {file = "google_cloud_resource_manager-1.13.1.tar.gz", hash = "sha256:bee9f2fb1d856731182b7cc05980d216aae848947ccdadf2848a2c64ccd6bbea"},
2806
  ]
2807
 
2808
  [package.dependencies]
@@ -2965,7 +2966,7 @@ name = "graspologic"
2965
  version = "3.4.1"
2966
  description = "A set of Python modules for graph statistics"
2967
  optional = false
2968
- python-versions = "<3.13,>=3.9"
2969
  files = [
2970
  {file = "graspologic-3.4.1-py3-none-any.whl", hash = "sha256:c6563e087eda599bad1de831d4b7321c0daa7a82f4e85a7d7737ff67e07cdda2"},
2971
  {file = "graspologic-3.4.1.tar.gz", hash = "sha256:7561f0b852a2bccd351bff77e8db07d9892f9dfa35a420fdec01690e4fdc8075"},
@@ -3650,7 +3651,7 @@ name = "infinity-emb"
3650
  version = "0.0.66"
3651
  description = "Infinity is a high-throughput, low-latency REST API for serving text-embeddings, reranking models and clip."
3652
  optional = false
3653
- python-versions = "<4,>=3.9"
3654
  files = [
3655
  {file = "infinity_emb-0.0.66-py3-none-any.whl", hash = "sha256:1dc6ed9fa48e6cbe83650a7583dbbb4bc393900c39c326bb0aff2ddc090ac018"},
3656
  {file = "infinity_emb-0.0.66.tar.gz", hash = "sha256:9c9a361ccebf8e8f626c1f685286518d03d0c35e7d14179ae7c2500b4fc68b98"},
@@ -3677,12 +3678,12 @@ vision = ["colpali-engine (>=0.3.1,<0.4.0)", "pillow", "timm", "torchvision"]
3677
 
3678
  [[package]]
3679
  name = "infinity-sdk"
3680
- version = "0.5.0.dev5"
3681
  description = "infinity"
3682
  optional = false
3683
  python-versions = ">=3.10"
3684
  files = [
3685
- {file = "infinity_sdk-0.5.0.dev5-py3-none-any.whl", hash = "sha256:e55573241486d111d2b6e95c2fc0a2befa867443aa1ad4b75997c9fb78c15d98"},
3686
  ]
3687
 
3688
  [package.dependencies]
@@ -4099,7 +4100,7 @@ name = "litellm"
4099
  version = "1.48.0"
4100
  description = "Library to easily interface with LLM API providers"
4101
  optional = false
4102
- python-versions = "!=2.7.*,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8"
4103
  files = [
4104
  {file = "litellm-1.48.0-py3-none-any.whl", hash = "sha256:7765e8a92069778f5fc66aacfabd0e2f8ec8d74fb117f5e475567d89b0d376b9"},
4105
  {file = "litellm-1.48.0.tar.gz", hash = "sha256:31a9b8a25a9daf44c24ddc08bf74298da920f2c5cea44135e5061278d0aa6fc9"},
@@ -4157,7 +4158,7 @@ name = "loguru"
4157
  version = "0.7.3"
4158
  description = "Python logging made (stupidly) simple"
4159
  optional = false
4160
- python-versions = "<4.0,>=3.5"
4161
  files = [
4162
  {file = "loguru-0.7.3-py3-none-any.whl", hash = "sha256:31a33c10c8e1e10422bfd431aeb5d351c7cf7fa671e3c4df004162264b28220c"},
4163
  {file = "loguru-0.7.3.tar.gz", hash = "sha256:19480589e77d47b8d85b2c827ad95d49bf31b0dcde16593892eb51dd18706eb6"},
@@ -6298,7 +6299,7 @@ name = "psutil"
6298
  version = "6.1.0"
6299
  description = "Cross-platform lib for process and system monitoring in Python."
6300
  optional = false
6301
- python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
6302
  files = [
6303
  {file = "psutil-6.1.0-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:ff34df86226c0227c52f38b919213157588a678d049688eded74c76c8ba4a5d0"},
6304
  {file = "psutil-6.1.0-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:c0e0c00aa18ca2d3b2b991643b799a15fc8f0563d2ebb6040f64ce8dc027b942"},
@@ -6320,8 +6321,8 @@ files = [
6320
  ]
6321
 
6322
  [package.extras]
6323
- dev = ["black", "check-manifest", "coverage", "packaging", "pylint", "pyperf", "pypinfo", "pytest-cov", "requests", "rstcheck", "ruff", "sphinx", "sphinx_rtd_theme", "toml-sort", "twine", "virtualenv", "wheel"]
6324
- test = ["pytest", "pytest-xdist", "setuptools"]
6325
 
6326
  [[package]]
6327
  name = "psycopg2-binary"
@@ -7851,45 +7852,30 @@ files = [
7851
  {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:a606ef75a60ecf3d924613892cc603b154178ee25abb3055db5062da811fd969"},
7852
  {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fd5415dded15c3822597455bc02bcd66e81ef8b7a48cb71a33628fc9fdde39df"},
7853
  {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f66efbc1caa63c088dead1c4170d148eabc9b80d95fb75b6c92ac0aad2437d76"},
7854
- {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:22353049ba4181685023b25b5b51a574bce33e7f51c759371a7422dcae5402a6"},
7855
- {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:932205970b9f9991b34f55136be327501903f7c66830e9760a8ffb15b07f05cd"},
7856
- {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:a52d48f4e7bf9005e8f0a89209bf9a73f7190ddf0489eee5eb51377385f59f2a"},
7857
  {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-win32.whl", hash = "sha256:3eac5a91891ceb88138c113f9db04f3cebdae277f5d44eaa3651a4f573e6a5da"},
7858
  {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-win_amd64.whl", hash = "sha256:ab007f2f5a87bd08ab1499bdf96f3d5c6ad4dcfa364884cb4549aa0154b13a28"},
7859
  {file = "ruamel.yaml.clib-0.2.12-cp311-cp311-macosx_13_0_arm64.whl", hash = "sha256:4a6679521a58256a90b0d89e03992c15144c5f3858f40d7c18886023d7943db6"},
7860
  {file = "ruamel.yaml.clib-0.2.12-cp311-cp311-manylinux2014_aarch64.whl", hash = "sha256:d84318609196d6bd6da0edfa25cedfbabd8dbde5140a0a23af29ad4b8f91fb1e"},
7861
  {file = "ruamel.yaml.clib-0.2.12-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bb43a269eb827806502c7c8efb7ae7e9e9d0573257a46e8e952f4d4caba4f31e"},
7862
  {file = "ruamel.yaml.clib-0.2.12-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:811ea1594b8a0fb466172c384267a4e5e367298af6b228931f273b111f17ef52"},
7863
- {file = "ruamel.yaml.clib-0.2.12-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:cf12567a7b565cbf65d438dec6cfbe2917d3c1bdddfce84a9930b7d35ea59642"},
7864
- {file = "ruamel.yaml.clib-0.2.12-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:7dd5adc8b930b12c8fc5b99e2d535a09889941aa0d0bd06f4749e9a9397c71d2"},
7865
- {file = "ruamel.yaml.clib-0.2.12-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:1492a6051dab8d912fc2adeef0e8c72216b24d57bd896ea607cb90bb0c4981d3"},
7866
  {file = "ruamel.yaml.clib-0.2.12-cp311-cp311-win32.whl", hash = "sha256:bd0a08f0bab19093c54e18a14a10b4322e1eacc5217056f3c063bd2f59853ce4"},
7867
  {file = "ruamel.yaml.clib-0.2.12-cp311-cp311-win_amd64.whl", hash = "sha256:a274fb2cb086c7a3dea4322ec27f4cb5cc4b6298adb583ab0e211a4682f241eb"},
7868
  {file = "ruamel.yaml.clib-0.2.12-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:20b0f8dc160ba83b6dcc0e256846e1a02d044e13f7ea74a3d1d56ede4e48c632"},
7869
  {file = "ruamel.yaml.clib-0.2.12-cp312-cp312-manylinux2014_aarch64.whl", hash = "sha256:943f32bc9dedb3abff9879edc134901df92cfce2c3d5c9348f172f62eb2d771d"},
7870
  {file = "ruamel.yaml.clib-0.2.12-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:95c3829bb364fdb8e0332c9931ecf57d9be3519241323c5274bd82f709cebc0c"},
7871
  {file = "ruamel.yaml.clib-0.2.12-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:749c16fcc4a2b09f28843cda5a193e0283e47454b63ec4b81eaa2242f50e4ccd"},
7872
- {file = "ruamel.yaml.clib-0.2.12-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:bf165fef1f223beae7333275156ab2022cffe255dcc51c27f066b4370da81e31"},
7873
- {file = "ruamel.yaml.clib-0.2.12-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:32621c177bbf782ca5a18ba4d7af0f1082a3f6e517ac2a18b3974d4edf349680"},
7874
- {file = "ruamel.yaml.clib-0.2.12-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:b82a7c94a498853aa0b272fd5bc67f29008da798d4f93a2f9f289feb8426a58d"},
7875
  {file = "ruamel.yaml.clib-0.2.12-cp312-cp312-win32.whl", hash = "sha256:e8c4ebfcfd57177b572e2040777b8abc537cdef58a2120e830124946aa9b42c5"},
7876
  {file = "ruamel.yaml.clib-0.2.12-cp312-cp312-win_amd64.whl", hash = "sha256:0467c5965282c62203273b838ae77c0d29d7638c8a4e3a1c8bdd3602c10904e4"},
7877
  {file = "ruamel.yaml.clib-0.2.12-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:4c8c5d82f50bb53986a5e02d1b3092b03622c02c2eb78e29bec33fd9593bae1a"},
7878
  {file = "ruamel.yaml.clib-0.2.12-cp313-cp313-manylinux2014_aarch64.whl", hash = "sha256:e7e3736715fbf53e9be2a79eb4db68e4ed857017344d697e8b9749444ae57475"},
7879
  {file = "ruamel.yaml.clib-0.2.12-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0b7e75b4965e1d4690e93021adfcecccbca7d61c7bddd8e22406ef2ff20d74ef"},
7880
  {file = "ruamel.yaml.clib-0.2.12-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:96777d473c05ee3e5e3c3e999f5d23c6f4ec5b0c38c098b3a5229085f74236c6"},
7881
- {file = "ruamel.yaml.clib-0.2.12-cp313-cp313-musllinux_1_1_i686.whl", hash = "sha256:3bc2a80e6420ca8b7d3590791e2dfc709c88ab9152c00eeb511c9875ce5778bf"},
7882
- {file = "ruamel.yaml.clib-0.2.12-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:e188d2699864c11c36cdfdada94d781fd5d6b0071cd9c427bceb08ad3d7c70e1"},
7883
- {file = "ruamel.yaml.clib-0.2.12-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:4f6f3eac23941b32afccc23081e1f50612bdbe4e982012ef4f5797986828cd01"},
7884
  {file = "ruamel.yaml.clib-0.2.12-cp313-cp313-win32.whl", hash = "sha256:6442cb36270b3afb1b4951f060eccca1ce49f3d087ca1ca4563a6eb479cb3de6"},
7885
  {file = "ruamel.yaml.clib-0.2.12-cp313-cp313-win_amd64.whl", hash = "sha256:e5b8daf27af0b90da7bb903a876477a9e6d7270be6146906b276605997c7e9a3"},
7886
  {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:fc4b630cd3fa2cf7fce38afa91d7cfe844a9f75d7f0f36393fa98815e911d987"},
7887
  {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:bc5f1e1c28e966d61d2519f2a3d451ba989f9ea0f2307de7bc45baa526de9e45"},
7888
  {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5a0e060aace4c24dcaf71023bbd7d42674e3b230f7e7b97317baf1e953e5b519"},
7889
  {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e2f1c3765db32be59d18ab3953f43ab62a761327aafc1594a2a1fbe038b8b8a7"},
7890
- {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:d85252669dc32f98ebcd5d36768f5d4faeaeaa2d655ac0473be490ecdae3c285"},
7891
- {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:e143ada795c341b56de9418c58d028989093ee611aa27ffb9b7f609c00d813ed"},
7892
- {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:2c59aa6170b990d8d2719323e628aaf36f3bfbc1c26279c0eeeb24d05d2d11c7"},
7893
  {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-win32.whl", hash = "sha256:beffaed67936fbbeffd10966a4eb53c402fafd3d6833770516bf7314bc6ffa12"},
7894
  {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-win_amd64.whl", hash = "sha256:040ae85536960525ea62868b642bdb0c2cc6021c9f9d507810c0c604e66f5a7b"},
7895
  {file = "ruamel.yaml.clib-0.2.12.tar.gz", hash = "sha256:6c8fbb13ec503f99a91901ab46e0b07ae7941cd527393187039aec586fdfd36f"},
@@ -7900,7 +7886,7 @@ name = "s3transfer"
7900
  version = "0.10.4"
7901
  description = "An Amazon S3 Transfer Manager"
7902
  optional = false
7903
- python-versions = ">=3.8"
7904
  files = [
7905
  {file = "s3transfer-0.10.4-py3-none-any.whl", hash = "sha256:244a76a24355363a68164241438de1b72f8781664920260c48465896b712a41e"},
7906
  {file = "s3transfer-0.10.4.tar.gz", hash = "sha256:29edc09801743c21eb5ecbc617a152df41d3c287f67b615f73e5f750583666a7"},
@@ -8362,7 +8348,7 @@ name = "smart-open"
8362
  version = "7.0.5"
8363
  description = "Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)"
8364
  optional = false
8365
- python-versions = "<4.0,>=3.7"
8366
  files = [
8367
  {file = "smart_open-7.0.5-py3-none-any.whl", hash = "sha256:8523ed805c12dff3eaa50e9c903a6cb0ae78800626631c5fe7ea073439847b89"},
8368
  {file = "smart_open-7.0.5.tar.gz", hash = "sha256:d3672003b1dbc85e2013e4983b88eb9a5ccfd389b0d4e5015f39a9ee5620ec18"},
@@ -10172,4 +10158,4 @@ cffi = ["cffi (>=1.11)"]
10172
  [metadata]
10173
  lock-version = "2.0"
10174
  python-versions = ">=3.10,<3.13"
10175
- content-hash = "cfe649db5bb92147147430696897235f2a81ecd76779303547d230a6eaee75cf"
 
1
+ # This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
2
 
3
  [[package]]
4
  name = "accelerate"
 
145
  version = "1.2.1"
146
  description = "asyncio rate limiter, a leaky bucket implementation"
147
  optional = false
148
+ python-versions = ">=3.8,<4.0"
149
  files = [
150
  {file = "aiolimiter-1.2.1-py3-none-any.whl", hash = "sha256:d3f249e9059a20badcb56b61601a83556133655c11d1eb3dd3e04ff069e5f3c7"},
151
  {file = "aiolimiter-1.2.1.tar.gz", hash = "sha256:e02a37ea1a855d9e832252a105420ad4d15011505512a1a1d814647451b5cca9"},
 
196
 
197
  [[package]]
198
  name = "akshare"
199
+ version = "1.15.45"
200
  description = "AKShare is an elegant and simple financial data interface library for Python, built for human beings!"
201
  optional = false
202
  python-versions = ">=3.8"
203
  files = [
204
+ {file = "akshare-1.15.45-py3-none-any.whl", hash = "sha256:678f5a5c958660552636ce5834886f2ed002498450cdf3182ec09d9b4acb344c"},
205
+ {file = "akshare-1.15.45.tar.gz", hash = "sha256:2f4b965d72ab264d01ceca56ac4fee29a8cef554eb84479496f64e1a1b6951f6"},
206
  ]
207
 
208
  [package.dependencies]
 
416
  version = "24.12.0"
417
  description = "Aspose.Slides for Python via .NET is a presentation file formats processing library for working with Microsoft PowerPoint files without using Microsoft PowerPoint."
418
  optional = false
419
+ python-versions = ">=3.5,<3.14"
420
  files = [
421
  {file = "Aspose.Slides-24.12.0-py3-none-macosx_10_14_x86_64.whl", hash = "sha256:ccfaa61a863ed28cd37b221e31a0edf4a83802599d76fb50861c25149ac5e5e3"},
422
  {file = "Aspose.Slides-24.12.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:b050659129c5ca92e52fbcd7d5091caa244db731adb68fbea1fd0a8b9fd62a5a"},
 
568
  version = "0.9.23"
569
  description = "BCE SDK for python"
570
  optional = false
571
+ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, <4"
572
  files = [
573
  {file = "bce_python_sdk-0.9.23-py3-none-any.whl", hash = "sha256:8debe21a040e00060f6044877d594765ed7b18bc765c6bf16b878bca864140a3"},
574
  {file = "bce_python_sdk-0.9.23.tar.gz", hash = "sha256:19739fed5cd0725356fc5ffa2acbdd8fb23f2a81edb91db21a03174551d0cf41"},
 
1366
 
1367
  [[package]]
1368
  name = "cramjam"
1369
+ version = "2.9.1"
1370
  description = "Thin Python bindings to de/compression algorithms in Rust"
1371
  optional = false
1372
  python-versions = ">=3.8"
1373
  files = [
1374
+ {file = "cramjam-2.9.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:8e82464d1e00fbbb12958999b8471ba5e9f3d9711954505a0a7b378762332e6f"},
1375
+ {file = "cramjam-2.9.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:6d2df8a6511cc08ef1fccd2e0c65e2ebc9f57574ec8376052a76851af5398810"},
1376
+ {file = "cramjam-2.9.1-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:21ea784e6c3f1843d3523ae0f03651dd06058b39eeb64beb82ee3b100fa83662"},
1377
+ {file = "cramjam-2.9.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8e0c5d98a4e791f0bbd0ffcb7dae879baeb2dcc357348a8dc2be0a8c10403a2a"},
1378
+ {file = "cramjam-2.9.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e076fd87089197cb61117c63dbe7712ad5eccb93968860eb3bae09b767bac813"},
1379
+ {file = "cramjam-2.9.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6d86b44933aea0151e4a2e1e6935448499849045c38167d288ca4c59d5b8cd4e"},
1380
+ {file = "cramjam-2.9.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7eb032549dec897b942ddcf80c1cdccbcb40629f15fc902731dbe6362da49326"},
1381
+ {file = "cramjam-2.9.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cf29b4def86ec503e329fe138842a9b79a997e3beb6c7809b05665a0d291edff"},
1382
+ {file = "cramjam-2.9.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:a36adf7d13b7accfa206e1c917f08924eb905b45aa8e62176509afa7b14db71e"},
1383
+ {file = "cramjam-2.9.1-cp310-cp310-musllinux_1_1_armv7l.whl", hash = "sha256:cf4ea758d98b6fad1b4b2d808d0de690d3162ac56c26968aea0af6524e3eb736"},
1384
+ {file = "cramjam-2.9.1-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:4826d6d81ea490fa7a3ae7a4b9729866a945ffac1f77fe57b71e49d6e1b21efd"},
1385
+ {file = "cramjam-2.9.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:335103317475bf992953c58838152a4761fc3c87354000edbfc4d7e57cf05909"},
1386
+ {file = "cramjam-2.9.1-cp310-cp310-win32.whl", hash = "sha256:258120cb1e3afc3443f756f9de161ed63eed56a2c31f6093e81c571c0f2dc9f6"},
1387
+ {file = "cramjam-2.9.1-cp310-cp310-win_amd64.whl", hash = "sha256:c60e5996aa02547d12bc2740d44e90e006b0f93100f53206f7abe6732ad56e69"},
1388
+ {file = "cramjam-2.9.1-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:b9db1debe48060e41a5b91af9193c524e473c57f6105462c5524a41f5aabdb88"},
1389
+ {file = "cramjam-2.9.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:f6f18f0242212d3409d26ce3874937b5b979cebd61f08b633a6ea893c32fc7b6"},
1390
+ {file = "cramjam-2.9.1-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:b5b1cd7d39242b2b903cf09cd4696b3a6e04dc537ffa9f3ac8668edae76eecb6"},
1391
+ {file = "cramjam-2.9.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a47de0a68f5f4d9951250ef5af31f2a7228132caa9ed60994234f7eb98090d33"},
1392
+ {file = "cramjam-2.9.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e13c9a697881e5e38148958612dc6856967f5ff8cd7bba5ff751f2d6ac020aa4"},
1393
+ {file = "cramjam-2.9.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ba560244bc1335b420b74e91e35f9d4e7f307a3be3a4603ce0f0d7e15a0acdf0"},
1394
+ {file = "cramjam-2.9.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8d47fd41ce260cf4f0ff0e788de961fab9e9c6844a05ce55d06ce31e06107bdc"},
1395
+ {file = "cramjam-2.9.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:84d154fbadece82935396eb6bcb502085d944d2fd13b07a94348364344370c2c"},
1396
+ {file = "cramjam-2.9.1-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:038df668ffb94d64d67b6ecc59cbd206745a425ffc0402897dde12d89fa6a870"},
1397
+ {file = "cramjam-2.9.1-cp311-cp311-musllinux_1_1_armv7l.whl", hash = "sha256:4125d8cd86fa08495d310e80926c2f0563f157b76862e7479f9b2cf94823ea0c"},
1398
+ {file = "cramjam-2.9.1-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:4206ebdd1d1ef0f3f86c8c2f7c426aa4af6094f4f41e274601fd4c4569f37454"},
1399
+ {file = "cramjam-2.9.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:ab687bef5c493732b9a4ab870542ee43f5eae0025f9c684c7cb399c3a85cb380"},
1400
+ {file = "cramjam-2.9.1-cp311-cp311-win32.whl", hash = "sha256:dda7698b6d7caeae1047adafebc4b43b2a82478234f6c2b45bc3edad854e0600"},
1401
+ {file = "cramjam-2.9.1-cp311-cp311-win_amd64.whl", hash = "sha256:872b00ff83e84bcbdc7e951af291ebe65eed20b09c47e7c4af21c312f90b796f"},
1402
+ {file = "cramjam-2.9.1-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:79417957972553502b217a0093532e48893c8b4ca30ccc941cefe9c72379df7c"},
1403
+ {file = "cramjam-2.9.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ce2b94117f373defc876f88e74e44049a9969223dbca3240415b71752d0422fb"},
1404
+ {file = "cramjam-2.9.1-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:67040e0fd84404885ec716a806bee6110f9960c3647e0ef1670aab3b7375a70a"},
1405
+ {file = "cramjam-2.9.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0bedb84e068b53c944bd08dcb501fd00d67daa8a917922356dd559b484ce7eab"},
1406
+ {file = "cramjam-2.9.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:06e3f97a379386d97debf08638a78b3d3850fdf6124755eb270b54905a169930"},
1407
+ {file = "cramjam-2.9.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:11118675e9c7952ececabc62f023290ee4f8ecf0bee0d2c7eb8d1c402ee9769d"},
1408
+ {file = "cramjam-2.9.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:6b7de6b61b11545570e4d6033713f3599525efc615ee353a822be8f6b0c65b77"},
1409
+ {file = "cramjam-2.9.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:57ca8f3775324a9de3ee6f05ca172687ba258c0dea79f7e3a6b4112834982f2a"},
1410
+ {file = "cramjam-2.9.1-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:9847dd6f288f1c56359f52acb48ff2df848ff3e3bff34d23855bbcf7016427cc"},
1411
+ {file = "cramjam-2.9.1-cp312-cp312-musllinux_1_1_armv7l.whl", hash = "sha256:8d1248dfa7f151e893ce819670f00879e4b7650b8d4c01279ce4f12140d68dd2"},
1412
+ {file = "cramjam-2.9.1-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:9da6d970281083bae91b914362de325414aa03c01fc806f6bb2cc006322ec834"},
1413
+ {file = "cramjam-2.9.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:1c33bc095db5733c841a102b8693062be5db8cdac17b9782ebc00577c6a94480"},
1414
+ {file = "cramjam-2.9.1-cp312-cp312-win32.whl", hash = "sha256:9e9193cd4bb57e7acd3af24891526299244bfed88168945efdaa09af4e50720f"},
1415
+ {file = "cramjam-2.9.1-cp312-cp312-win_amd64.whl", hash = "sha256:15955dd75e80f66c1ea271167a5347661d9bdc365f894a57698c383c9b7d465c"},
1416
+ {file = "cramjam-2.9.1-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:5a7797a2fff994fc5e323f7a967a35a3e37e3006ed21d64dcded086502f482af"},
1417
+ {file = "cramjam-2.9.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:d51b9b140b1df39a44bff7896d98a10da345b7d5f5ce92368d328c1c2c829167"},
1418
+ {file = "cramjam-2.9.1-cp313-cp313-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:07ac76b7f992556e7aa910244be11ece578cdf84f4d5d5297461f9a895e18312"},
1419
+ {file = "cramjam-2.9.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d90a72608c7550cd7eba914668f6277bfb0b24f074d1f1bd9d061fcb6f2adbd6"},
1420
+ {file = "cramjam-2.9.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:56495975401b1821dbe1f29cf222e23556232209a2fdb809fe8156d120ca9c7f"},
1421
+ {file = "cramjam-2.9.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3b695259e71fde6d5be66b77a4474523ced9ffe9fe8a34cb9b520ec1241a14d3"},
1422
+ {file = "cramjam-2.9.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ab1e69dc4831bbb79b6d547077aae89074c83e8ad94eba1a3d80e94d2424fd02"},
1423
+ {file = "cramjam-2.9.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:440b489902bfb7a26d3fec1ca888007615336ff763d2a32a2fc40586548a0dbf"},
1424
+ {file = "cramjam-2.9.1-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:217fe22b41f8c3dce03852f828b059abfad11d1344a1df2f43d3eb8634b18d75"},
1425
+ {file = "cramjam-2.9.1-cp313-cp313-musllinux_1_1_armv7l.whl", hash = "sha256:95f3646ddc98af25af25d5692ae65966488a283813336ea9cf41b22e542e7c0d"},
1426
+ {file = "cramjam-2.9.1-cp313-cp313-musllinux_1_1_i686.whl", hash = "sha256:6b19fc60ead1cae9795a5b359599da3a1c95d38f869bdfb51c441fd76b04e926"},
1427
+ {file = "cramjam-2.9.1-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:8dc5207567459d049696f62a1fdfb220f3fe6aa0d722285d44753e12504dac6c"},
1428
+ {file = "cramjam-2.9.1-cp313-cp313-win32.whl", hash = "sha256:fbfe35929a61b914de9e5dbacde0cfbba86cbf5122f9285a24c14ed0b645490b"},
1429
+ {file = "cramjam-2.9.1-cp313-cp313-win_amd64.whl", hash = "sha256:06068bd191a82ad4fc1ac23d6f8627fb5e37ec4be0431711b9a2dbacaccfeddb"},
1430
+ {file = "cramjam-2.9.1-cp38-cp38-macosx_10_12_x86_64.whl", hash = "sha256:6a2ca4d3c683d28d3217821029eb08d3487d5043d7eb455df11ff3cacfd4c916"},
1431
+ {file = "cramjam-2.9.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:008b49b455b396acc5459dfb06fb9d56049c4097ee8e590892a4d3da9a711da3"},
1432
+ {file = "cramjam-2.9.1-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:45c18cc13156e8697a8d3f9e57e49a69b00e14a103196efab0893fae1a5257f8"},
1433
+ {file = "cramjam-2.9.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d14a0efb21e0fec0631bcd66040b06e6a0fe10825f3aacffded38c1c978bdff9"},
1434
+ {file = "cramjam-2.9.1-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3f815fb0eba625af45139af4f90f5fc2ddda61b171c2cc3ab63d44b40c5c7768"},
1435
+ {file = "cramjam-2.9.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:04828cbfad7384f06a4a7d0d927c3e85ef11dc5a40b9cf5f3e29ac4e23ecd678"},
1436
+ {file = "cramjam-2.9.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b0944a7c3a78f940c06d1b29bdce91a17798d80593dd01ebfeb842761e48a8b5"},
1437
+ {file = "cramjam-2.9.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ec769e5b16251704502277a1163dcf2611551452d7590ff4cc422b7b0367fc96"},
1438
+ {file = "cramjam-2.9.1-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:3ba79c7d2cc5adb897b690c05dd9b67c4d401736d207314b99315f7be3cd94fd"},
1439
+ {file = "cramjam-2.9.1-cp38-cp38-musllinux_1_1_armv7l.whl", hash = "sha256:d35923fb5411bde30b53c0696dff8e24c8a38b010b89544834c53f4462fd71df"},
1440
+ {file = "cramjam-2.9.1-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:da0cc0efdbfb8ee2361f89f38ded03d11678f37e392afff7a97b09c55dadfc83"},
1441
+ {file = "cramjam-2.9.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:f89924858712b8b936f04f3d690e72825a3e5127a140b434c79030c1c5a887ce"},
1442
+ {file = "cramjam-2.9.1-cp38-cp38-win32.whl", hash = "sha256:5925a738b8478f223ab9756fc794e3cabd5917fd7846f66adcf1d5fc2bf9864c"},
1443
+ {file = "cramjam-2.9.1-cp38-cp38-win_amd64.whl", hash = "sha256:b7ac273498a2c6772d67707e101b74014c0d9413bb4711c51d8ec311de59b4b1"},
1444
+ {file = "cramjam-2.9.1-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:af39006faddfc6253beb93ca821d544931cfee7f0177b99ff106dfd8fd6a2cd8"},
1445
+ {file = "cramjam-2.9.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:b3291be0d3f73d5774d69013be4ab33978c777363b5312d14f62f77817c2f75a"},
1446
+ {file = "cramjam-2.9.1-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:1539fd758f0e57fad7913cebff8baaee871bb561ddf6fa710a427b74da6b6778"},
1447
+ {file = "cramjam-2.9.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ff362f68bd68ac0eccb445209238d589bba728fb6d7f2e9dc199e0ec3a61d6e0"},
1448
+ {file = "cramjam-2.9.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:23b9786d1d17686fb8d600ade2a19374c7188d4b8867efa9af0d8274a220aec7"},
1449
+ {file = "cramjam-2.9.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8bc9c2c748aaf91863d89c4583f529c1c709485c94f8dfeb3ee48662d88e3258"},
1450
+ {file = "cramjam-2.9.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:fd0fa9a0e7f18224b6d2d1d69dbdc3aecec80ef1393c59244159b131604a4395"},
1451
+ {file = "cramjam-2.9.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2ceef6e09ee22457997370882aa3c69de01e6dd0aaa2f953e1e87ad11641d042"},
1452
+ {file = "cramjam-2.9.1-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:1376f6fdbf0b30712413a0b4e51663a4938ae2f6b449f8e4635dbb3694db83cf"},
1453
+ {file = "cramjam-2.9.1-cp39-cp39-musllinux_1_1_armv7l.whl", hash = "sha256:342fb946f8d3e9e35b837288b03ab23cfbe0bb5a30e582ed805ef79706823a96"},
1454
+ {file = "cramjam-2.9.1-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:a237064a6e2c2256c9a1cf2beb7c971382190c0f1eb2e810e02e971881756132"},
1455
+ {file = "cramjam-2.9.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:53145fc9f2319c1245d4329e1da8cfacd6e35e27090c07c0b9d453ae2bbdac3e"},
1456
+ {file = "cramjam-2.9.1-cp39-cp39-win32.whl", hash = "sha256:8a9f52c27292c21457f43c4ce124939302a9acfb62295e7cda8667310563a5a3"},
1457
+ {file = "cramjam-2.9.1-cp39-cp39-win_amd64.whl", hash = "sha256:8097ee39b61c86848a443c0b25b2df1de6b331fd512b20836a4f5cfde51ab255"},
1458
+ {file = "cramjam-2.9.1-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:86824c695688fcd06c5ac9bbd3fea9bdfb4cca194b1e706fbf11a629df48d2b4"},
1459
+ {file = "cramjam-2.9.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:27571bfa5a5d618604696747d0dc1d2a99b5906c967c8dee53c13a7107edfde6"},
1460
+ {file = "cramjam-2.9.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fb01f6e38719818778144d3165a89ea1ad9dc58c6342b7f20aa194c70f34cbd1"},
1461
+ {file = "cramjam-2.9.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6b5cef5cf40725fe64592af9ec163e7389855077700678a1d94bec549403a74d"},
1462
+ {file = "cramjam-2.9.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:ac48b978aa0675f62b642750e798c394a64d25ce852e4e541f69bef9a564c2f0"},
1463
+ {file = "cramjam-2.9.1.tar.gz", hash = "sha256:336cc591d86cbd225d256813779f46624f857bc9c779db126271eff9ddc524ae"},
1464
  ]
1465
 
1466
  [package.extras]
 
1502
  version = "44.0.0"
1503
  description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
1504
  optional = false
1505
+ python-versions = ">=3.7, !=3.9.0, !=3.9.1"
1506
  files = [
1507
  {file = "cryptography-44.0.0-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:84111ad4ff3f6253820e6d3e58be2cc2a00adb29335d4cacb5ab4d4d34f2a123"},
1508
  {file = "cryptography-44.0.0-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b15492a11f9e1b62ba9d73c210e2416724633167de94607ec6069ef724fad092"},
 
1510
  {file = "cryptography-44.0.0-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:761817a3377ef15ac23cd7834715081791d4ec77f9297ee694ca1ee9c2c7e5eb"},
1511
  {file = "cryptography-44.0.0-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:3c672a53c0fb4725a29c303be906d3c1fa99c32f58abe008a82705f9ee96f40b"},
1512
  {file = "cryptography-44.0.0-cp37-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:4ac4c9f37eba52cb6fbeaf5b59c152ea976726b865bd4cf87883a7e7006cc543"},
1513
+ {file = "cryptography-44.0.0-cp37-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:60eb32934076fa07e4316b7b2742fa52cbb190b42c2df2863dbc4230a0a9b385"},
1514
  {file = "cryptography-44.0.0-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:ed3534eb1090483c96178fcb0f8893719d96d5274dfde98aa6add34614e97c8e"},
1515
  {file = "cryptography-44.0.0-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:f3f6fdfa89ee2d9d496e2c087cebef9d4fcbb0ad63c40e821b39f74bf48d9c5e"},
1516
  {file = "cryptography-44.0.0-cp37-abi3-win32.whl", hash = "sha256:eb33480f1bad5b78233b0ad3e1b0be21e8ef1da745d8d2aecbb20671658b9053"},
 
1521
  {file = "cryptography-44.0.0-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:c5eb858beed7835e5ad1faba59e865109f3e52b3783b9ac21e7e47dc5554e289"},
1522
  {file = "cryptography-44.0.0-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:f53c2c87e0fb4b0c00fa9571082a057e37690a8f12233306161c8f4b819960b7"},
1523
  {file = "cryptography-44.0.0-cp39-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:9e6fc8a08e116fb7c7dd1f040074c9d7b51d74a8ea40d4df2fc7aa08b76b9e6c"},
1524
+ {file = "cryptography-44.0.0-cp39-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:9abcc2e083cbe8dde89124a47e5e53ec38751f0d7dfd36801008f316a127d7ba"},
1525
  {file = "cryptography-44.0.0-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:d2436114e46b36d00f8b72ff57e598978b37399d2786fd39793c36c6d5cb1c64"},
1526
  {file = "cryptography-44.0.0-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a01956ddfa0a6790d594f5b34fc1bfa6098aca434696a03cfdbe469b8ed79285"},
1527
  {file = "cryptography-44.0.0-cp39-abi3-win32.whl", hash = "sha256:eca27345e1214d1b9f9490d200f9db5a874479be914199194e746c893788d417"},
 
1711
  version = "1.2.15"
1712
  description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
1713
  optional = false
1714
+ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
1715
  files = [
1716
  {file = "Deprecated-1.2.15-py2.py3-none-any.whl", hash = "sha256:353bc4a8ac4bfc96800ddab349d89c25dec1079f65fd53acdcc1e0b975b21320"},
1717
  {file = "deprecated-1.2.15.tar.gz", hash = "sha256:683e561a90de76239796e6b6feac66b99030d2dd3fcf61ef996330f14bbb9b0d"},
 
2042
  version = "0.3.6"
2043
  description = "Fast, light, accurate library built for retrieval embedding generation"
2044
  optional = false
2045
+ python-versions = ">=3.8.0,<3.13"
2046
  files = [
2047
  {file = "fastembed-0.3.6-py3-none-any.whl", hash = "sha256:2bf70edae28bb4ccd9e01617098c2075b0ba35b88025a3d22b0e1e85b2c488ce"},
2048
  {file = "fastembed-0.3.6.tar.gz", hash = "sha256:c93c8ec99b8c008c2d192d6297866b8d70ec7ac8f5696b34eb5ea91f85efd15f"},
 
2095
  {file = "fastparquet-2024.11.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0e2d7f02f57231e6c86d26e9ea71953737202f20e948790e5d4db6d6a1a150dc"},
2096
  {file = "fastparquet-2024.11.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:fbe4468146b633d8f09d7b196fea0547f213cb5ce5f76e9d1beb29eaa9593a93"},
2097
  {file = "fastparquet-2024.11.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:29d5c718817bcd765fc519b17f759cad4945974421ecc1931d3bdc3e05e57fa9"},
 
2098
  {file = "fastparquet-2024.11.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:59e5c5b51083d5b82572cdb7aed0346e3181e3ac9d2e45759da2e804bdafa7ee"},
2099
  {file = "fastparquet-2024.11.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:bdadf7b6bad789125b823bfc5b0a719ba5c4a2ef965f973702d3ea89cff057f6"},
2100
  {file = "fastparquet-2024.11.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:46b2db02fc2a1507939d35441c8ab211d53afd75d82eec9767d1c3656402859b"},
 
2797
 
2798
  [[package]]
2799
  name = "google-cloud-resource-manager"
2800
+ version = "1.14.0"
2801
  description = "Google Cloud Resource Manager API client library"
2802
  optional = false
2803
  python-versions = ">=3.7"
2804
  files = [
2805
+ {file = "google_cloud_resource_manager-1.14.0-py2.py3-none-any.whl", hash = "sha256:4860c3ea9ace760b317ea90d4e27f1b32e54ededdcc340a7cb70c8ef238d8f7c"},
2806
+ {file = "google_cloud_resource_manager-1.14.0.tar.gz", hash = "sha256:daa70a3a4704759d31f812ed221e3b6f7b660af30c7862e4a0060ea91291db30"},
2807
  ]
2808
 
2809
  [package.dependencies]
 
2966
  version = "3.4.1"
2967
  description = "A set of Python modules for graph statistics"
2968
  optional = false
2969
+ python-versions = ">=3.9,<3.13"
2970
  files = [
2971
  {file = "graspologic-3.4.1-py3-none-any.whl", hash = "sha256:c6563e087eda599bad1de831d4b7321c0daa7a82f4e85a7d7737ff67e07cdda2"},
2972
  {file = "graspologic-3.4.1.tar.gz", hash = "sha256:7561f0b852a2bccd351bff77e8db07d9892f9dfa35a420fdec01690e4fdc8075"},
 
3651
  version = "0.0.66"
3652
  description = "Infinity is a high-throughput, low-latency REST API for serving text-embeddings, reranking models and clip."
3653
  optional = false
3654
+ python-versions = ">=3.9,<4"
3655
  files = [
3656
  {file = "infinity_emb-0.0.66-py3-none-any.whl", hash = "sha256:1dc6ed9fa48e6cbe83650a7583dbbb4bc393900c39c326bb0aff2ddc090ac018"},
3657
  {file = "infinity_emb-0.0.66.tar.gz", hash = "sha256:9c9a361ccebf8e8f626c1f685286518d03d0c35e7d14179ae7c2500b4fc68b98"},
 
3678
 
3679
  [[package]]
3680
  name = "infinity-sdk"
3681
+ version = "0.5.0.dev6"
3682
  description = "infinity"
3683
  optional = false
3684
  python-versions = ">=3.10"
3685
  files = [
3686
+ {file = "infinity_sdk-0.5.0.dev6-py3-none-any.whl", hash = "sha256:7b73303b6e27912f954bcfcedaec0b09aa2ce913c6c4816acec9e8f50dccc66a"},
3687
  ]
3688
 
3689
  [package.dependencies]
 
4100
  version = "1.48.0"
4101
  description = "Library to easily interface with LLM API providers"
4102
  optional = false
4103
+ python-versions = ">=3.8, !=2.7.*, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*, !=3.7.*"
4104
  files = [
4105
  {file = "litellm-1.48.0-py3-none-any.whl", hash = "sha256:7765e8a92069778f5fc66aacfabd0e2f8ec8d74fb117f5e475567d89b0d376b9"},
4106
  {file = "litellm-1.48.0.tar.gz", hash = "sha256:31a9b8a25a9daf44c24ddc08bf74298da920f2c5cea44135e5061278d0aa6fc9"},
 
4158
  version = "0.7.3"
4159
  description = "Python logging made (stupidly) simple"
4160
  optional = false
4161
+ python-versions = ">=3.5,<4.0"
4162
  files = [
4163
  {file = "loguru-0.7.3-py3-none-any.whl", hash = "sha256:31a33c10c8e1e10422bfd431aeb5d351c7cf7fa671e3c4df004162264b28220c"},
4164
  {file = "loguru-0.7.3.tar.gz", hash = "sha256:19480589e77d47b8d85b2c827ad95d49bf31b0dcde16593892eb51dd18706eb6"},
 
6299
  version = "6.1.0"
6300
  description = "Cross-platform lib for process and system monitoring in Python."
6301
  optional = false
6302
+ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
6303
  files = [
6304
  {file = "psutil-6.1.0-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:ff34df86226c0227c52f38b919213157588a678d049688eded74c76c8ba4a5d0"},
6305
  {file = "psutil-6.1.0-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:c0e0c00aa18ca2d3b2b991643b799a15fc8f0563d2ebb6040f64ce8dc027b942"},
 
6321
  ]
6322
 
6323
  [package.extras]
6324
+ dev = ["black", "check-manifest", "coverage", "packaging", "pylint", "pyperf", "pypinfo", "pytest-cov", "requests", "rstcheck", "ruff", "sphinx", "sphinx-rtd-theme", "toml-sort", "twine", "virtualenv", "wheel"]
6325
+ test = ["enum34", "futures", "ipaddress", "mock (==1.0.1)", "pytest (==4.6.11)", "pytest-xdist", "setuptools", "unittest2"]
6326
 
6327
  [[package]]
6328
  name = "psycopg2-binary"
 
7852
  {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:a606ef75a60ecf3d924613892cc603b154178ee25abb3055db5062da811fd969"},
7853
  {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fd5415dded15c3822597455bc02bcd66e81ef8b7a48cb71a33628fc9fdde39df"},
7854
  {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f66efbc1caa63c088dead1c4170d148eabc9b80d95fb75b6c92ac0aad2437d76"},
 
 
 
7855
  {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-win32.whl", hash = "sha256:3eac5a91891ceb88138c113f9db04f3cebdae277f5d44eaa3651a4f573e6a5da"},
7856
  {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-win_amd64.whl", hash = "sha256:ab007f2f5a87bd08ab1499bdf96f3d5c6ad4dcfa364884cb4549aa0154b13a28"},
7857
  {file = "ruamel.yaml.clib-0.2.12-cp311-cp311-macosx_13_0_arm64.whl", hash = "sha256:4a6679521a58256a90b0d89e03992c15144c5f3858f40d7c18886023d7943db6"},
7858
  {file = "ruamel.yaml.clib-0.2.12-cp311-cp311-manylinux2014_aarch64.whl", hash = "sha256:d84318609196d6bd6da0edfa25cedfbabd8dbde5140a0a23af29ad4b8f91fb1e"},
7859
  {file = "ruamel.yaml.clib-0.2.12-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bb43a269eb827806502c7c8efb7ae7e9e9d0573257a46e8e952f4d4caba4f31e"},
7860
  {file = "ruamel.yaml.clib-0.2.12-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:811ea1594b8a0fb466172c384267a4e5e367298af6b228931f273b111f17ef52"},
 
 
 
7861
  {file = "ruamel.yaml.clib-0.2.12-cp311-cp311-win32.whl", hash = "sha256:bd0a08f0bab19093c54e18a14a10b4322e1eacc5217056f3c063bd2f59853ce4"},
7862
  {file = "ruamel.yaml.clib-0.2.12-cp311-cp311-win_amd64.whl", hash = "sha256:a274fb2cb086c7a3dea4322ec27f4cb5cc4b6298adb583ab0e211a4682f241eb"},
7863
  {file = "ruamel.yaml.clib-0.2.12-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:20b0f8dc160ba83b6dcc0e256846e1a02d044e13f7ea74a3d1d56ede4e48c632"},
7864
  {file = "ruamel.yaml.clib-0.2.12-cp312-cp312-manylinux2014_aarch64.whl", hash = "sha256:943f32bc9dedb3abff9879edc134901df92cfce2c3d5c9348f172f62eb2d771d"},
7865
  {file = "ruamel.yaml.clib-0.2.12-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:95c3829bb364fdb8e0332c9931ecf57d9be3519241323c5274bd82f709cebc0c"},
7866
  {file = "ruamel.yaml.clib-0.2.12-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:749c16fcc4a2b09f28843cda5a193e0283e47454b63ec4b81eaa2242f50e4ccd"},
 
 
 
7867
  {file = "ruamel.yaml.clib-0.2.12-cp312-cp312-win32.whl", hash = "sha256:e8c4ebfcfd57177b572e2040777b8abc537cdef58a2120e830124946aa9b42c5"},
7868
  {file = "ruamel.yaml.clib-0.2.12-cp312-cp312-win_amd64.whl", hash = "sha256:0467c5965282c62203273b838ae77c0d29d7638c8a4e3a1c8bdd3602c10904e4"},
7869
  {file = "ruamel.yaml.clib-0.2.12-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:4c8c5d82f50bb53986a5e02d1b3092b03622c02c2eb78e29bec33fd9593bae1a"},
7870
  {file = "ruamel.yaml.clib-0.2.12-cp313-cp313-manylinux2014_aarch64.whl", hash = "sha256:e7e3736715fbf53e9be2a79eb4db68e4ed857017344d697e8b9749444ae57475"},
7871
  {file = "ruamel.yaml.clib-0.2.12-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0b7e75b4965e1d4690e93021adfcecccbca7d61c7bddd8e22406ef2ff20d74ef"},
7872
  {file = "ruamel.yaml.clib-0.2.12-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:96777d473c05ee3e5e3c3e999f5d23c6f4ec5b0c38c098b3a5229085f74236c6"},
 
 
 
7873
  {file = "ruamel.yaml.clib-0.2.12-cp313-cp313-win32.whl", hash = "sha256:6442cb36270b3afb1b4951f060eccca1ce49f3d087ca1ca4563a6eb479cb3de6"},
7874
  {file = "ruamel.yaml.clib-0.2.12-cp313-cp313-win_amd64.whl", hash = "sha256:e5b8daf27af0b90da7bb903a876477a9e6d7270be6146906b276605997c7e9a3"},
7875
  {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:fc4b630cd3fa2cf7fce38afa91d7cfe844a9f75d7f0f36393fa98815e911d987"},
7876
  {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:bc5f1e1c28e966d61d2519f2a3d451ba989f9ea0f2307de7bc45baa526de9e45"},
7877
  {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5a0e060aace4c24dcaf71023bbd7d42674e3b230f7e7b97317baf1e953e5b519"},
7878
  {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e2f1c3765db32be59d18ab3953f43ab62a761327aafc1594a2a1fbe038b8b8a7"},
 
 
 
7879
  {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-win32.whl", hash = "sha256:beffaed67936fbbeffd10966a4eb53c402fafd3d6833770516bf7314bc6ffa12"},
7880
  {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-win_amd64.whl", hash = "sha256:040ae85536960525ea62868b642bdb0c2cc6021c9f9d507810c0c604e66f5a7b"},
7881
  {file = "ruamel.yaml.clib-0.2.12.tar.gz", hash = "sha256:6c8fbb13ec503f99a91901ab46e0b07ae7941cd527393187039aec586fdfd36f"},
 
7886
  version = "0.10.4"
7887
  description = "An Amazon S3 Transfer Manager"
7888
  optional = false
7889
+ python-versions = ">= 3.8"
7890
  files = [
7891
  {file = "s3transfer-0.10.4-py3-none-any.whl", hash = "sha256:244a76a24355363a68164241438de1b72f8781664920260c48465896b712a41e"},
7892
  {file = "s3transfer-0.10.4.tar.gz", hash = "sha256:29edc09801743c21eb5ecbc617a152df41d3c287f67b615f73e5f750583666a7"},
 
8348
  version = "7.0.5"
8349
  description = "Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)"
8350
  optional = false
8351
+ python-versions = ">=3.7,<4.0"
8352
  files = [
8353
  {file = "smart_open-7.0.5-py3-none-any.whl", hash = "sha256:8523ed805c12dff3eaa50e9c903a6cb0ae78800626631c5fe7ea073439847b89"},
8354
  {file = "smart_open-7.0.5.tar.gz", hash = "sha256:d3672003b1dbc85e2013e4983b88eb9a5ccfd389b0d4e5015f39a9ee5620ec18"},
 
10158
  [metadata]
10159
  lock-version = "2.0"
10160
  python-versions = ">=3.10,<3.13"
10161
+ content-hash = "30749c224b19478036cd0540ca2d0927ea4436574c84733959af127e9917bb19"
pyproject.toml CHANGED
@@ -48,7 +48,7 @@ hanziconv = "0.3.2"
48
  html-text = "0.6.2"
49
  httpx = "0.27.0"
50
  huggingface-hub = "^0.25.0"
51
- infinity-sdk = "0.5.0.dev5"
52
  infinity-emb = "^0.0.66"
53
  itsdangerous = "2.1.2"
54
  markdown = "3.6"
 
48
  html-text = "0.6.2"
49
  httpx = "0.27.0"
50
  huggingface-hub = "^0.25.0"
51
+ infinity-sdk = "0.5.0.dev6"
52
  infinity-emb = "^0.0.66"
53
  itsdangerous = "2.1.2"
54
  markdown = "3.6"
rag/utils/infinity_conn.py CHANGED
@@ -25,11 +25,11 @@ from rag.utils.doc_store_conn import (
25
 
26
  logger = logging.getLogger('ragflow.infinity_conn')
27
 
28
- def equivalent_condition_to_str(condition: dict) -> str:
29
  assert "_id" not in condition
30
  cond = list()
31
  for k, v in condition.items():
32
- if not isinstance(k, str) or not v:
33
  continue
34
  if isinstance(v, list):
35
  inCond = list()
@@ -46,7 +46,7 @@ def equivalent_condition_to_str(condition: dict) -> str:
46
  cond.append(f"{k}='{v}'")
47
  else:
48
  cond.append(f"{k}={str(v)}")
49
- return " AND ".join(cond)
50
 
51
 
52
  def concat_dataframes(df_list: list[pl.DataFrame], selectFields: list[str]) -> pl.DataFrame:
@@ -75,10 +75,12 @@ class InfinityConnection(DocStoreConnection):
75
  connPool = ConnectionPool(infinity_uri)
76
  inf_conn = connPool.get_conn()
77
  res = inf_conn.show_current_node()
78
- connPool.release_conn(inf_conn)
79
- self.connPool = connPool
80
  if res.error_code == ErrorCode.OK and res.server_status=="started":
 
 
 
81
  break
 
82
  logger.warn(f"Infinity status: {res.server_status}. Waiting Infinity {infinity_uri} to be healthy.")
83
  time.sleep(5)
84
  except Exception as e:
@@ -90,6 +92,41 @@ class InfinityConnection(DocStoreConnection):
90
  raise Exception(msg)
91
  logger.info(f"Infinity {infinity_uri} is healthy.")
92
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
93
  """
94
  Database operations
95
  """
@@ -148,20 +185,16 @@ class InfinityConnection(DocStoreConnection):
148
  ),
149
  ConflictType.Ignore,
150
  )
151
- text_suffix = ["_tks", "_ltks", "_kwd"]
152
  for field_name, field_info in schema.items():
153
- if field_info["type"] != "varchar":
154
  continue
155
- for suffix in text_suffix:
156
- if field_name.endswith(suffix):
157
- inf_table.create_index(
158
- f"text_idx_{field_name}",
159
- IndexInfo(
160
- field_name, IndexType.FullText, {"ANALYZER": "standard"}
161
- ),
162
- ConflictType.Ignore,
163
- )
164
- break
165
  self.connPool.release_conn(inf_conn)
166
  logger.info(
167
  f"INFINITY created table {table_name}, vector size {vectorSize}"
@@ -202,7 +235,7 @@ class InfinityConnection(DocStoreConnection):
202
  limit: int,
203
  indexNames: str | list[str],
204
  knowledgebaseIds: list[str],
205
- ) -> list[dict] | pl.DataFrame:
206
  """
207
  TODO: Infinity doesn't provide highlight
208
  """
@@ -217,21 +250,18 @@ class InfinityConnection(DocStoreConnection):
217
  selectFields.append("id")
218
 
219
  # Prepare expressions common to all tables
220
- filter_cond = ""
221
  filter_fulltext = ""
222
  if condition:
223
  filter_cond = equivalent_condition_to_str(condition)
224
  for matchExpr in matchExprs:
225
  if isinstance(matchExpr, MatchTextExpr):
226
- if len(filter_cond) != 0 and "filter" not in matchExpr.extra_options:
227
  matchExpr.extra_options.update({"filter": filter_cond})
228
  fields = ",".join(matchExpr.fields)
229
- filter_fulltext = (
230
- f"filter_fulltext('{fields}', '{matchExpr.matching_text}')"
231
- )
232
- if len(filter_cond) != 0:
233
  filter_fulltext = f"({filter_cond}) AND {filter_fulltext}"
234
- logger.debug(f"filter_fulltext: {filter_fulltext}")
235
  minimum_should_match = matchExpr.extra_options.get("minimum_should_match", 0.0)
236
  if isinstance(minimum_should_match, float):
237
  str_minimum_should_match = str(int(minimum_should_match * 100)) + "%"
@@ -239,12 +269,16 @@ class InfinityConnection(DocStoreConnection):
239
  for k, v in matchExpr.extra_options.items():
240
  if not isinstance(v, str):
241
  matchExpr.extra_options[k] = str(v)
 
242
  elif isinstance(matchExpr, MatchDenseExpr):
243
- if len(filter_cond) != 0 and "filter" not in matchExpr.extra_options:
244
  matchExpr.extra_options.update({"filter": filter_fulltext})
245
  for k, v in matchExpr.extra_options.items():
246
  if not isinstance(v, str):
247
  matchExpr.extra_options[k] = str(v)
 
 
 
248
 
249
  order_by_expr_list = list()
250
  if orderBy.fields:
@@ -254,6 +288,7 @@ class InfinityConnection(DocStoreConnection):
254
  else:
255
  order_by_expr_list.append((order_field[0], SortType.Desc))
256
 
 
257
  # Scatter search tables and gather the results
258
  for indexName in indexNames:
259
  for knowledgebaseId in knowledgebaseIds:
@@ -293,12 +328,14 @@ class InfinityConnection(DocStoreConnection):
293
  if orderBy.fields:
294
  builder.sort(order_by_expr_list)
295
  builder.offset(offset).limit(limit)
296
- kb_res = builder.to_pl()
 
 
297
  df_list.append(kb_res)
298
  self.connPool.release_conn(inf_conn)
299
  res = concat_dataframes(df_list, selectFields)
300
  logger.debug(f"INFINITY search tables: {str(table_list)}, result: {str(res)}")
301
- return res
302
 
303
  def get(
304
  self, chunkId: str, indexName: str, knowledgebaseIds: list[str]
@@ -312,7 +349,7 @@ class InfinityConnection(DocStoreConnection):
312
  table_name = f"{indexName}_{knowledgebaseId}"
313
  table_list.append(table_name)
314
  table_instance = db_instance.get_table(table_name)
315
- kb_res = table_instance.output(["*"]).filter(f"id = '{chunkId}'").to_pl()
316
  if len(kb_res) != 0 and kb_res.shape[0] > 0:
317
  df_list.append(kb_res)
318
 
@@ -372,7 +409,7 @@ class InfinityConnection(DocStoreConnection):
372
  # logger.info(f"InfinityConnection.insert {json.dumps(documents)}")
373
  table_instance.insert(documents)
374
  self.connPool.release_conn(inf_conn)
375
- logger.debug(f"inserted into {table_name} {str_ids}.")
376
  return []
377
 
378
  def update(
@@ -398,6 +435,7 @@ class InfinityConnection(DocStoreConnection):
398
  elif k in ["page_num_int", "top_int"]:
399
  assert isinstance(v, list)
400
  newValue[k] = "_".join(f"{num:08x}" for num in v)
 
401
  table_instance.update(filter, newValue)
402
  self.connPool.release_conn(inf_conn)
403
  return True
@@ -414,6 +452,7 @@ class InfinityConnection(DocStoreConnection):
414
  f"Skipped deleting `{filter}` from table {table_name} since the table doesn't exist."
415
  )
416
  return 0
 
417
  res = table_instance.delete(filter)
418
  self.connPool.release_conn(inf_conn)
419
  return res.deleted_rows
@@ -422,13 +461,19 @@ class InfinityConnection(DocStoreConnection):
422
  Helper functions for search result
423
  """
424
 
425
- def getTotal(self, res):
 
 
426
  return len(res)
427
 
428
- def getChunkIds(self, res):
 
 
429
  return list(res["id"])
430
 
431
- def getFields(self, res, fields: list[str]) -> list[str, dict]:
 
 
432
  res_fields = {}
433
  if not fields:
434
  return {}
@@ -469,7 +514,9 @@ class InfinityConnection(DocStoreConnection):
469
  res_fields[id] = m
470
  return res_fields
471
 
472
- def getHighlight(self, res, keywords: list[str], fieldnm: str):
 
 
473
  ans = {}
474
  num_rows = len(res)
475
  column_id = res["id"]
@@ -495,7 +542,7 @@ class InfinityConnection(DocStoreConnection):
495
  ans[id] = "...".join(txts)
496
  return ans
497
 
498
- def getAggregation(self, res, fieldnm: str):
499
  """
500
  TODO: Infinity doesn't provide aggregation
501
  """
 
25
 
26
  logger = logging.getLogger('ragflow.infinity_conn')
27
 
28
+ def equivalent_condition_to_str(condition: dict) -> str|None:
29
  assert "_id" not in condition
30
  cond = list()
31
  for k, v in condition.items():
32
+ if not isinstance(k, str) or k in ["kb_id"] or not v:
33
  continue
34
  if isinstance(v, list):
35
  inCond = list()
 
46
  cond.append(f"{k}='{v}'")
47
  else:
48
  cond.append(f"{k}={str(v)}")
49
+ return " AND ".join(cond) if cond else None
50
 
51
 
52
  def concat_dataframes(df_list: list[pl.DataFrame], selectFields: list[str]) -> pl.DataFrame:
 
75
  connPool = ConnectionPool(infinity_uri)
76
  inf_conn = connPool.get_conn()
77
  res = inf_conn.show_current_node()
 
 
78
  if res.error_code == ErrorCode.OK and res.server_status=="started":
79
+ self._migrate_db(inf_conn)
80
+ self.connPool = connPool
81
+ connPool.release_conn(inf_conn)
82
  break
83
+ connPool.release_conn(inf_conn)
84
  logger.warn(f"Infinity status: {res.server_status}. Waiting Infinity {infinity_uri} to be healthy.")
85
  time.sleep(5)
86
  except Exception as e:
 
92
  raise Exception(msg)
93
  logger.info(f"Infinity {infinity_uri} is healthy.")
94
 
95
+ def _migrate_db(self, inf_conn):
96
+ inf_db = inf_conn.create_database(self.dbName, ConflictType.Ignore)
97
+ fp_mapping = os.path.join(
98
+ get_project_base_directory(), "conf", "infinity_mapping.json"
99
+ )
100
+ if not os.path.exists(fp_mapping):
101
+ raise Exception(f"Mapping file not found at {fp_mapping}")
102
+ schema = json.load(open(fp_mapping))
103
+ table_names = inf_db.list_tables().table_names
104
+ for table_name in table_names:
105
+ inf_table = inf_db.get_table(table_name)
106
+ index_names = inf_table.list_indexes().index_names
107
+ if "q_vec_idx" not in index_names:
108
+ # Skip tables not created by me
109
+ continue
110
+ column_names = inf_table.show_columns()["name"]
111
+ column_names = set(column_names)
112
+ for field_name, field_info in schema.items():
113
+ if field_name in column_names:
114
+ continue
115
+ res = inf_table.add_columns({field_name: field_info})
116
+ assert res.error_code == infinity.ErrorCode.OK
117
+ logger.info(
118
+ f"INFINITY added following column to table {table_name}: {field_name} {field_info}"
119
+ )
120
+ if field_info["type"] != "varchar" or "analyzer" not in field_info:
121
+ continue
122
+ inf_table.create_index(
123
+ f"text_idx_{field_name}",
124
+ IndexInfo(
125
+ field_name, IndexType.FullText, {"ANALYZER": field_info["analyzer"]}
126
+ ),
127
+ ConflictType.Ignore,
128
+ )
129
+
130
  """
131
  Database operations
132
  """
 
185
  ),
186
  ConflictType.Ignore,
187
  )
 
188
  for field_name, field_info in schema.items():
189
+ if field_info["type"] != "varchar" or "analyzer" not in field_info:
190
  continue
191
+ inf_table.create_index(
192
+ f"text_idx_{field_name}",
193
+ IndexInfo(
194
+ field_name, IndexType.FullText, {"ANALYZER": field_info["analyzer"]}
195
+ ),
196
+ ConflictType.Ignore,
197
+ )
 
 
 
198
  self.connPool.release_conn(inf_conn)
199
  logger.info(
200
  f"INFINITY created table {table_name}, vector size {vectorSize}"
 
235
  limit: int,
236
  indexNames: str | list[str],
237
  knowledgebaseIds: list[str],
238
+ ) -> tuple[pl.DataFrame, int]:
239
  """
240
  TODO: Infinity doesn't provide highlight
241
  """
 
250
  selectFields.append("id")
251
 
252
  # Prepare expressions common to all tables
253
+ filter_cond = None
254
  filter_fulltext = ""
255
  if condition:
256
  filter_cond = equivalent_condition_to_str(condition)
257
  for matchExpr in matchExprs:
258
  if isinstance(matchExpr, MatchTextExpr):
259
+ if filter_cond and "filter" not in matchExpr.extra_options:
260
  matchExpr.extra_options.update({"filter": filter_cond})
261
  fields = ",".join(matchExpr.fields)
262
+ filter_fulltext = f"filter_fulltext('{fields}', '{matchExpr.matching_text}')"
263
+ if filter_cond:
 
 
264
  filter_fulltext = f"({filter_cond}) AND {filter_fulltext}"
 
265
  minimum_should_match = matchExpr.extra_options.get("minimum_should_match", 0.0)
266
  if isinstance(minimum_should_match, float):
267
  str_minimum_should_match = str(int(minimum_should_match * 100)) + "%"
 
269
  for k, v in matchExpr.extra_options.items():
270
  if not isinstance(v, str):
271
  matchExpr.extra_options[k] = str(v)
272
+ logger.debug(f"INFINITY search MatchTextExpr: {json.dumps(matchExpr.__dict__)}")
273
  elif isinstance(matchExpr, MatchDenseExpr):
274
+ if filter_cond and "filter" not in matchExpr.extra_options:
275
  matchExpr.extra_options.update({"filter": filter_fulltext})
276
  for k, v in matchExpr.extra_options.items():
277
  if not isinstance(v, str):
278
  matchExpr.extra_options[k] = str(v)
279
+ logger.debug(f"INFINITY search MatchDenseExpr: {json.dumps(matchExpr.__dict__)}")
280
+ elif isinstance(matchExpr, FusionExpr):
281
+ logger.debug(f"INFINITY search FusionExpr: {json.dumps(matchExpr.__dict__)}")
282
 
283
  order_by_expr_list = list()
284
  if orderBy.fields:
 
288
  else:
289
  order_by_expr_list.append((order_field[0], SortType.Desc))
290
 
291
+ total_hits_count = 0
292
  # Scatter search tables and gather the results
293
  for indexName in indexNames:
294
  for knowledgebaseId in knowledgebaseIds:
 
328
  if orderBy.fields:
329
  builder.sort(order_by_expr_list)
330
  builder.offset(offset).limit(limit)
331
+ kb_res, extra_result = builder.option({"total_hits_count": True}).to_pl()
332
+ if extra_result:
333
+ total_hits_count += int(extra_result["total_hits_count"])
334
  df_list.append(kb_res)
335
  self.connPool.release_conn(inf_conn)
336
  res = concat_dataframes(df_list, selectFields)
337
  logger.debug(f"INFINITY search tables: {str(table_list)}, result: {str(res)}")
338
+ return res, total_hits_count
339
 
340
  def get(
341
  self, chunkId: str, indexName: str, knowledgebaseIds: list[str]
 
349
  table_name = f"{indexName}_{knowledgebaseId}"
350
  table_list.append(table_name)
351
  table_instance = db_instance.get_table(table_name)
352
+ kb_res, _ = table_instance.output(["*"]).filter(f"id = '{chunkId}'").to_pl()
353
  if len(kb_res) != 0 and kb_res.shape[0] > 0:
354
  df_list.append(kb_res)
355
 
 
409
  # logger.info(f"InfinityConnection.insert {json.dumps(documents)}")
410
  table_instance.insert(documents)
411
  self.connPool.release_conn(inf_conn)
412
+ logger.debug(f"INFINITY inserted into {table_name} {str_ids}.")
413
  return []
414
 
415
  def update(
 
435
  elif k in ["page_num_int", "top_int"]:
436
  assert isinstance(v, list)
437
  newValue[k] = "_".join(f"{num:08x}" for num in v)
438
+ logger.debug(f"INFINITY update table {table_name}, filter {filter}, newValue {newValue}.")
439
  table_instance.update(filter, newValue)
440
  self.connPool.release_conn(inf_conn)
441
  return True
 
452
  f"Skipped deleting `{filter}` from table {table_name} since the table doesn't exist."
453
  )
454
  return 0
455
+ logger.debug(f"INFINITY delete table {table_name}, filter {filter}.")
456
  res = table_instance.delete(filter)
457
  self.connPool.release_conn(inf_conn)
458
  return res.deleted_rows
 
461
  Helper functions for search result
462
  """
463
 
464
+ def getTotal(self, res: tuple[pl.DataFrame, int] | pl.DataFrame) -> int:
465
+ if isinstance(res, tuple):
466
+ return res[1]
467
  return len(res)
468
 
469
+ def getChunkIds(self, res: tuple[pl.DataFrame, int] | pl.DataFrame) -> list[str]:
470
+ if isinstance(res, tuple):
471
+ res = res[0]
472
  return list(res["id"])
473
 
474
+ def getFields(self, res: tuple[pl.DataFrame, int] | pl.DataFrame, fields: list[str]) -> list[str, dict]:
475
+ if isinstance(res, tuple):
476
+ res = res[0]
477
  res_fields = {}
478
  if not fields:
479
  return {}
 
514
  res_fields[id] = m
515
  return res_fields
516
 
517
+ def getHighlight(self, res: tuple[pl.DataFrame, int] | pl.DataFrame, keywords: list[str], fieldnm: str):
518
+ if isinstance(res, tuple):
519
+ res = res[0]
520
  ans = {}
521
  num_rows = len(res)
522
  column_id = res["id"]
 
542
  ans[id] = "...".join(txts)
543
  return ans
544
 
545
+ def getAggregation(self, res: tuple[pl.DataFrame, int] | pl.DataFrame, fieldnm: str):
546
  """
547
  TODO: Infinity doesn't provide aggregation
548
  """
sdk/python/ragflow_sdk/modules/agent.py CHANGED
@@ -1,7 +1,6 @@
1
  from .base import Base
2
  from .session import Session,Message
3
  import requests
4
- from typing import List
5
  import json
6
 
7
 
@@ -62,7 +61,7 @@ class Agent(Base):
62
 
63
  @staticmethod
64
  def list_sessions(agent_id,rag,page: int = 1, page_size: int = 30, orderby: str = "create_time", desc: bool = True,
65
- id: str = None) -> List[Session]:
66
  url = f"{rag.api_url}/agents/{agent_id}/sessions"
67
  headers = {"Authorization": f"Bearer {rag.user_key}"}
68
  params = {"page": page, "page_size": page_size, "orderby": orderby, "desc": desc, "id": id}
 
1
  from .base import Base
2
  from .session import Session,Message
3
  import requests
 
4
  import json
5
 
6
 
 
61
 
62
  @staticmethod
63
  def list_sessions(agent_id,rag,page: int = 1, page_size: int = 30, orderby: str = "create_time", desc: bool = True,
64
+ id: str = None) -> list[Session]:
65
  url = f"{rag.api_url}/agents/{agent_id}/sessions"
66
  headers = {"Authorization": f"Bearer {rag.user_key}"}
67
  params = {"page": page, "page_size": page_size, "orderby": orderby, "desc": desc, "id": id}