From e87b66db3f48cd5d9dfac2d9098cbb2682a65225 Mon Sep 17 00:00:00 2001
From: Martin Weise <martin.weise@tuwien.ac.at>
Date: Fri, 18 Oct 2024 11:35:13 +0200
Subject: [PATCH] Updated the analyse service

---
 Pipfile                                       |   26 +
 dbrepo-analyse-service/Dockerfile             |   20 +-
 dbrepo-analyse-service/Pipfile                |   16 +-
 dbrepo-analyse-service/Pipfile.lock           | 2495 ++++++++++++++++-
 dbrepo-analyse-service/init.py                |    0
 .../lib/dbrepo-1.4.7.tar.gz                   |  Bin 39442 -> 39290 bytes
 dbrepo-analyse-service/matching/embeddings.py |   21 +
 .../at/tuwien/endpoints/TableEndpoint.java    |    1 -
 .../endpoints/TableEndpointUnitTest.java      |   89 -
 dbrepo-search-service/Pipfile.lock            |  321 ++-
 dbrepo-search-service/init/Pipfile.lock       |  211 +-
 .../init/lib/dbrepo-1.4.7.tar.gz              |  Bin 39442 -> 39290 bytes
 dbrepo-search-service/lib/dbrepo-1.4.7.tar.gz |  Bin 39442 -> 39290 bytes
 13 files changed, 2690 insertions(+), 510 deletions(-)
 create mode 100644 Pipfile
 create mode 100644 dbrepo-analyse-service/init.py

diff --git a/Pipfile b/Pipfile
new file mode 100644
index 0000000000..8f749dfeb3
--- /dev/null
+++ b/Pipfile
@@ -0,0 +1,26 @@
+[[source]]
+url = "https://pypi.org/simple"
+verify_ssl = true
+name = "pypi"
+
+[packages]
+mkdocs = "==1.5.3"
+mkdocs-material = "==9.5.17"
+mkdocs-with-pdf = "==0.9.3"
+mkdocs-material-extensions = ">=1.0.3"
+requests = "==2.31.0"
+py-dotenv = ">=0.1"
+python-dotenv = "==1.0.0"
+build = "==1.1.1"
+twine = "==5.0.0"
+furo = "==2024.1.29"
+pika = "==1.3.2"
+pydantic = "==2.6.4"
+tuspy = "==1.0.3"
+mike = "==2.0.0"
+anybadge = "==1.14.0"
+
+[dev-packages]
+
+[requires]
+python_version = "3.11"
diff --git a/dbrepo-analyse-service/Dockerfile b/dbrepo-analyse-service/Dockerfile
index 2ec10340b3..09806a0614 100644
--- a/dbrepo-analyse-service/Dockerfile
+++ b/dbrepo-analyse-service/Dockerfile
@@ -1,7 +1,21 @@
-FROM pytorch/pytorch:2.4.0-cuda12.4-cudnn9-runtime
+FROM pytorch/pytorch:2.4.0-cuda12.4-cudnn9-runtime AS build
+
+# Build Embeddings
+WORKDIR /app
+
+COPY --chown=1001 ./bge-m3 ./bge-m3
+COPY --chown=1001 ./clients ./clients
+COPY --chown=1001 ./data ./data
+COPY --chown=1001 ./eval ./eval
+COPY --chown=1001 ./matching ./matching
+COPY --chown=1001 ./models ./models
+COPY --chown=1001 ./services ./services
+COPY --chown=1001 ./init.py ./init.py
+
+FROM python:3.11-alpine AS runtime
 LABEL org.opencontainers.image.authors="martin.weise@tuwien.ac.at"
 
-RUN apt-get update && apt-get install -y bash curl && apt-get clean
+RUN apk --no-cache add py3-h5py bash curl
 
 WORKDIR /home/alpine
 
@@ -28,7 +42,7 @@ COPY --chown=1001 ./eval ./eval
 COPY --chown=1001 ./matching ./matching
 COPY --chown=1001 ./models ./models
 COPY --chown=1001 ./services ./services
-COPY --chown=1001 ./*.py ./
+COPY --chown=1001 ./app.py determine_*.py ./
 
 ENV HF_HOME="/app/ml"
 ENV MPLCONFIGDIR="/app/mpl"
diff --git a/dbrepo-analyse-service/Pipfile b/dbrepo-analyse-service/Pipfile
index 4e91020afb..486f0d4aa5 100644
--- a/dbrepo-analyse-service/Pipfile
+++ b/dbrepo-analyse-service/Pipfile
@@ -7,7 +7,6 @@ name = "pypi"
 boto3 = "*"
 exceptiongroup = "*"
 flasgger = "*"
-FlagEmbedding = "*"
 flask = "*"
 flask-caching = "*"
 flask-cors = "*"
@@ -16,23 +15,17 @@ flask-jwt-extended = "*"
 gevent = "*"
 greenlet = "*"
 gunicorn = "*"
-h5py = "*"
 jwt = "*"
 requests = "*"
 matplotlib = "*"
 minio = "*"
-nltk = "*"
 numpy = "*"
 opensearch-py = "*"
-owlready2 = "*"
 prometheus-flask-exporter = "*"
 pandas = "*"
-peft = "*"
 pydantic = "*"
-dbrepo = {path = "./lib/dbrepo-1.4.7.tar.gz"}
-opensearch-py = "*"
-textdistance = "*"
 torch = "*"
+dbrepo = {path = "./lib/dbrepo-1.4.7.tar.gz"}
 
 [dev-packages]
 coverage = "*"
@@ -40,6 +33,13 @@ pytest = "*"
 requests-mock = "*"
 testcontainers-minio = "*"
 testcontainers-opensearch = "*"
+h5py = "*"
+FlagEmbedding = "*"
+owlready2 = "*"
+peft = "*"
+nltk = "*"
+textdistance = "*"
+sentence-transformers = "*"
 
 [requires]
 python_version = "3.11"
diff --git a/dbrepo-analyse-service/Pipfile.lock b/dbrepo-analyse-service/Pipfile.lock
index bcff34a23e..fe40d4263b 100644
--- a/dbrepo-analyse-service/Pipfile.lock
+++ b/dbrepo-analyse-service/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "9e1fb16b1632a76b8a2fb6ac372b92556c573a7246bd37dd32813559bb27c8d9"
+            "sha256": "b8c69580e9680095e0546ba6467bb889a8c0e153c1d47112a4ab6da576c79b43"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -190,20 +190,28 @@
         },
         "boto3": {
             "hashes": [
-                "sha256:5970b62c1ec8177501e02520f0d41839ca5fc549b30bac4e8c0c0882ae776217",
-                "sha256:670f811c65e3c5fe4ed8c8d69be0b44b1d649e992c0fc16de43816d1188f88f1"
+                "sha256:0197f460632804577aa78b2f6daf7b823bffa9d4d67a5cebb179efff0fe9631b",
+                "sha256:e6a50a0599f75b21de0de1a551a0564793d25b304fa623e4052e527b268de734"
             ],
             "index": "pypi",
             "markers": "python_version >= '3.8'",
-            "version": "==1.35.39"
+            "version": "==1.35.43"
         },
         "botocore": {
             "hashes": [
-                "sha256:781c547eb6a79c0e4b0bedd87b81fbfed957816b4841d33e20c8f1989c7c19ce",
-                "sha256:cb7f851933b5ccc2fba4f0a8b846252410aa0efac5bfbe93b82d10801f5f8e90"
+                "sha256:04539b85ade060601a3023cacb538fc17aad8c059a5a2e18fe4bc5d0d91fbd72",
+                "sha256:7cfdee9117617da97daaf259dd8484bcdc259c59eb7d1ce7db9ecf8506b7d36c"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.35.39"
+            "version": "==1.35.43"
+        },
+        "cachelib": {
+            "hashes": [
+                "sha256:38222cc7c1b79a23606de5c2607f4925779e37cdcea1c2ad21b8bae94b5425a5",
+                "sha256:811ceeb1209d2fe51cd2b62810bd1eccf70feba5c52641532498be5c675493b3"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==0.9.0"
         },
         "certifi": {
             "hashes": [
@@ -405,6 +413,77 @@
             "markers": "python_version >= '3.7'",
             "version": "==8.1.7"
         },
+        "contourpy": {
+            "hashes": [
+                "sha256:00ccd0dbaad6d804ab259820fa7cb0b8036bda0686ef844d24125d8287178ce0",
+                "sha256:0be4d8425bfa755e0fd76ee1e019636ccc7c29f77a7c86b4328a9eb6a26d0639",
+                "sha256:0dce35502151b6bd35027ac39ba6e5a44be13a68f55735c3612c568cac3805fd",
+                "sha256:0fa4c02abe6c446ba70d96ece336e621efa4aecae43eaa9b030ae5fb92b309ad",
+                "sha256:14e262f67bd7e6eb6880bc564dcda30b15e351a594657e55b7eec94b6ef72843",
+                "sha256:167d6c890815e1dac9536dca00828b445d5d0df4d6a8c6adb4a7ec3166812fa8",
+                "sha256:1ec4dc6bf570f5b22ed0d7efba0dfa9c5b9e0431aeea7581aa217542d9e809a4",
+                "sha256:303c252947ab4b14c08afeb52375b26781ccd6a5ccd81abcdfc1fafd14cf93c1",
+                "sha256:31cd3a85dbdf1fc002280c65caa7e2b5f65e4a973fcdf70dd2fdcb9868069294",
+                "sha256:32b238b3b3b649e09ce9aaf51f0c261d38644bdfa35cbaf7b263457850957a84",
+                "sha256:33c92cdae89ec5135d036e7218e69b0bb2851206077251f04a6c4e0e21f03927",
+                "sha256:345af746d7766821d05d72cb8f3845dfd08dd137101a2cb9b24de277d716def8",
+                "sha256:3634b5385c6716c258d0419c46d05c8aa7dc8cb70326c9a4fb66b69ad2b52e09",
+                "sha256:364174c2a76057feef647c802652f00953b575723062560498dc7930fc9b1cb7",
+                "sha256:36e0cff201bcb17a0a8ecc7f454fe078437fa6bda730e695a92f2d9932bd507f",
+                "sha256:36f965570cff02b874773c49bfe85562b47030805d7d8360748f3eca570f4cab",
+                "sha256:3bb3808858a9dc68f6f03d319acd5f1b8a337e6cdda197f02f4b8ff67ad2057b",
+                "sha256:3e1c7fa44aaae40a2247e2e8e0627f4bea3dd257014764aa644f319a5f8600e3",
+                "sha256:3faeb2998e4fcb256542e8a926d08da08977f7f5e62cf733f3c211c2a5586223",
+                "sha256:420d39daa61aab1221567b42eecb01112908b2cab7f1b4106a52caaec8d36973",
+                "sha256:4553c421929ec95fb07b3aaca0fae668b2eb5a5203d1217ca7c34c063c53d087",
+                "sha256:4865cd1d419e0c7a7bf6de1777b185eebdc51470800a9f42b9e9decf17762081",
+                "sha256:4cfb5c62ce023dfc410d6059c936dcf96442ba40814aefbfa575425a3a7f19dc",
+                "sha256:4d63ee447261e963af02642ffcb864e5a2ee4cbfd78080657a9880b8b1868e18",
+                "sha256:570ef7cf892f0afbe5b2ee410c507ce12e15a5fa91017a0009f79f7d93a1268f",
+                "sha256:637f674226be46f6ba372fd29d9523dd977a291f66ab2a74fbeb5530bb3f445d",
+                "sha256:68a32389b06b82c2fdd68276148d7b9275b5f5cf13e5417e4252f6d1a34f72a2",
+                "sha256:69375194457ad0fad3a839b9e29aa0b0ed53bb54db1bfb6c3ae43d111c31ce41",
+                "sha256:6cb6cc968059db9c62cb35fbf70248f40994dfcd7aa10444bbf8b3faeb7c2d67",
+                "sha256:710a26b3dc80c0e4febf04555de66f5fd17e9cf7170a7b08000601a10570bda6",
+                "sha256:732896af21716b29ab3e988d4ce14bc5133733b85956316fb0c56355f398099b",
+                "sha256:75ee7cb1a14c617f34a51d11fa7524173e56551646828353c4af859c56b766e2",
+                "sha256:76a896b2f195b57db25d6b44e7e03f221d32fe318d03ede41f8b4d9ba1bff53c",
+                "sha256:76c905ef940a4474a6289c71d53122a4f77766eef23c03cd57016ce19d0f7b42",
+                "sha256:7a52040312b1a858b5e31ef28c2e865376a386c60c0e248370bbea2d3f3b760d",
+                "sha256:7ffa0db17717a8ffb127efd0c95a4362d996b892c2904db72428d5b52e1938a4",
+                "sha256:81cb5ed4952aae6014bc9d0421dec7c5835c9c8c31cdf51910b708f548cf58e5",
+                "sha256:834e0cfe17ba12f79963861e0f908556b2cedd52e1f75e6578801febcc6a9f49",
+                "sha256:87ddffef1dbe5e669b5c2440b643d3fdd8622a348fe1983fad7a0f0ccb1cd67b",
+                "sha256:880ea32e5c774634f9fcd46504bf9f080a41ad855f4fef54f5380f5133d343c7",
+                "sha256:8ca947601224119117f7c19c9cdf6b3ab54c5726ef1d906aa4a69dfb6dd58102",
+                "sha256:90f73a5116ad1ba7174341ef3ea5c3150ddf20b024b98fb0c3b29034752c8aeb",
+                "sha256:92f8557cbb07415a4d6fa191f20fd9d2d9eb9c0b61d1b2f52a8926e43c6e9af7",
+                "sha256:94e848a6b83da10898cbf1311a815f770acc9b6a3f2d646f330d57eb4e87592e",
+                "sha256:9c0da700bf58f6e0b65312d0a5e695179a71d0163957fa381bb3c1f72972537c",
+                "sha256:a11077e395f67ffc2c44ec2418cfebed032cd6da3022a94fc227b6faf8e2acb8",
+                "sha256:aea348f053c645100612b333adc5983d87be69acdc6d77d3169c090d3b01dc35",
+                "sha256:b11b39aea6be6764f84360fce6c82211a9db32a7c7de8fa6dd5397cf1d079c3b",
+                "sha256:c6c7c2408b7048082932cf4e641fa3b8ca848259212f51c8c59c45aa7ac18f14",
+                "sha256:c6ec93afeb848a0845a18989da3beca3eec2c0f852322efe21af1931147d12cb",
+                "sha256:cacd81e2d4b6f89c9f8a5b69b86490152ff39afc58a95af002a398273e5ce589",
+                "sha256:d402880b84df3bec6eab53cd0cf802cae6a2ef9537e70cf75e91618a3801c20c",
+                "sha256:d51fca85f9f7ad0b65b4b9fe800406d0d77017d7270d31ec3fb1cc07358fdea0",
+                "sha256:d73f659398a0904e125280836ae6f88ba9b178b2fed6884f3b1f95b989d2c8da",
+                "sha256:d78ab28a03c854a873787a0a42254a0ccb3cb133c672f645c9f9c8f3ae9d0800",
+                "sha256:da84c537cb8b97d153e9fb208c221c45605f73147bd4cadd23bdae915042aad6",
+                "sha256:dbc4c3217eee163fa3984fd1567632b48d6dfd29216da3ded3d7b844a8014a66",
+                "sha256:e12968fdfd5bb45ffdf6192a590bd8ddd3ba9e58360b29683c6bb71a7b41edca",
+                "sha256:e1fd23e9d01591bab45546c089ae89d926917a66dceb3abcf01f6105d927e2cb",
+                "sha256:e8134301d7e204c88ed7ab50028ba06c683000040ede1d617298611f9dc6240c",
+                "sha256:eb8b141bb00fa977d9122636b16aa67d37fd40a3d8b52dd837e536d64b9a4d06",
+                "sha256:eca7e17a65f72a5133bdbec9ecf22401c62bcf4821361ef7811faee695799779",
+                "sha256:f317576606de89da6b7e0861cf6061f6146ead3528acabff9236458a6ba467f8",
+                "sha256:fd2a0fc506eccaaa7595b7e1418951f213cf8255be2600f1ea1b61e46a60c55f",
+                "sha256:fe41b41505a5a33aeaed2a613dccaeaa74e0e3ead6dd6fd3a118fb471644fd6c"
+            ],
+            "markers": "python_version >= '3.9'",
+            "version": "==1.3.0"
+        },
         "cryptography": {
             "hashes": [
                 "sha256:014f58110f53237ace6a408b5beb6c427b64e084eb451ef25a28308270086494",
@@ -438,11 +517,18 @@
             "markers": "python_version >= '3.7'",
             "version": "==43.0.1"
         },
+        "cycler": {
+            "hashes": [
+                "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30",
+                "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==0.12.1"
+        },
         "dbrepo": {
             "hashes": [
-                "sha256:84607677b0826bb9b2fa120aacdf56d16c8d9ae423f435b2bd2c22b1c965a33c"
+                "sha256:eaaa149c6e121ed1f280712c52bea22f0d70a5bc4593710b213683a17b659f8c"
             ],
-            "markers": "python_version >= '3.11'",
             "path": "./lib/dbrepo-1.4.7.tar.gz"
         },
         "events": {
@@ -460,6 +546,14 @@
             "markers": "python_version >= '3.7'",
             "version": "==1.2.2"
         },
+        "filelock": {
+            "hashes": [
+                "sha256:2082e5703d51fbf98ea75855d9d5527e33d8ff23099bec374a134febee6946b0",
+                "sha256:c249fbfcd5db47e5e2d6d62198e565475ee65e4831e2561c8e313fa7eb961435"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==3.16.1"
+        },
         "flasgger": {
             "hashes": [
                 "sha256:ca098e10bfbb12f047acc6299cc70a33851943a746e550d86e65e60d4df245fb"
@@ -476,6 +570,15 @@
             "markers": "python_version >= '3.8'",
             "version": "==3.0.3"
         },
+        "flask-caching": {
+            "hashes": [
+                "sha256:51771c75682e5abc1483b78b96d9131d7941dc669b073852edfa319dd4e29b6e",
+                "sha256:d7e4ca64a33b49feb339fcdd17e6ba25f5e01168cf885e53790e885f83a4d2cf"
+            ],
+            "index": "pypi",
+            "markers": "python_version >= '3.8'",
+            "version": "==2.3.0"
+        },
         "flask-cors": {
             "hashes": [
                 "sha256:5aadb4b950c4e93745034594d9f3ea6591f734bb3662e16e255ffbf5e89c88ef",
@@ -501,6 +604,60 @@
             "markers": "python_version >= '3.7' and python_version < '4'",
             "version": "==4.6.0"
         },
+        "fonttools": {
+            "hashes": [
+                "sha256:07e005dc454eee1cc60105d6a29593459a06321c21897f769a281ff2d08939f6",
+                "sha256:0a911591200114969befa7f2cb74ac148bce5a91df5645443371aba6d222e263",
+                "sha256:0d1d353ef198c422515a3e974a1e8d5b304cd54a4c2eebcae708e37cd9eeffb1",
+                "sha256:0e88e3018ac809b9662615072dcd6b84dca4c2d991c6d66e1970a112503bba7e",
+                "sha256:1d152d1be65652fc65e695e5619e0aa0982295a95a9b29b52b85775243c06556",
+                "sha256:262705b1663f18c04250bd1242b0515d3bbae177bee7752be67c979b7d47f43d",
+                "sha256:278913a168f90d53378c20c23b80f4e599dca62fbffae4cc620c8eed476b723e",
+                "sha256:301540e89cf4ce89d462eb23a89464fef50915255ece765d10eee8b2bf9d75b2",
+                "sha256:31c32d7d4b0958600eac75eaf524b7b7cb68d3a8c196635252b7a2c30d80e986",
+                "sha256:357cacb988a18aace66e5e55fe1247f2ee706e01debc4b1a20d77400354cddeb",
+                "sha256:37cddd62d83dc4f72f7c3f3c2bcf2697e89a30efb152079896544a93907733bd",
+                "sha256:41bb0b250c8132b2fcac148e2e9198e62ff06f3cc472065dff839327945c5882",
+                "sha256:4aa4817f0031206e637d1e685251ac61be64d1adef111060df84fdcbc6ab6c44",
+                "sha256:4e10d2e0a12e18f4e2dd031e1bf7c3d7017be5c8dbe524d07706179f355c5dac",
+                "sha256:5419771b64248484299fa77689d4f3aeed643ea6630b2ea750eeab219588ba20",
+                "sha256:54471032f7cb5fca694b5f1a0aaeba4af6e10ae989df408e0216f7fd6cdc405d",
+                "sha256:58974b4987b2a71ee08ade1e7f47f410c367cdfc5a94fabd599c88165f56213a",
+                "sha256:58d29b9a294573d8319f16f2f79e42428ba9b6480442fa1836e4eb89c4d9d61c",
+                "sha256:5eb2474a7c5be8a5331146758debb2669bf5635c021aee00fd7c353558fc659d",
+                "sha256:6e37561751b017cf5c40fce0d90fd9e8274716de327ec4ffb0df957160be3bff",
+                "sha256:76ae5091547e74e7efecc3cbf8e75200bc92daaeb88e5433c5e3e95ea8ce5aa7",
+                "sha256:7965af9b67dd546e52afcf2e38641b5be956d68c425bef2158e95af11d229f10",
+                "sha256:7e3b7d44e18c085fd8c16dcc6f1ad6c61b71ff463636fcb13df7b1b818bd0c02",
+                "sha256:7ed7ee041ff7b34cc62f07545e55e1468808691dddfd315d51dd82a6b37ddef2",
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@@ -858,6 +1193,13 @@
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@@ -956,6 +1298,14 @@
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@@ -1016,6 +1366,111 @@
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@@ -1090,6 +1545,87 @@
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@@ -1368,12 +1904,20 @@
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             "version": "==2.9.0.post0"
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         "pytz": {
@@ -1578,20 +2122,28 @@
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@@ -1600,6 +2152,41 @@
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@@ -1832,6 +2524,14 @@
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@@ -2024,6 +2724,14 @@
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             "version": "==3.4.0"
         },
+        "click": {
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@@ -2093,6 +2801,22 @@
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             "version": "==1.16.0"
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@@ -2269,6 +4101,180 @@
             "markers": "python_version >= '3.7'",
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 }
diff --git a/dbrepo-analyse-service/init.py b/dbrepo-analyse-service/init.py
new file mode 100644
index 0000000000..e69de29bb2
diff --git a/dbrepo-analyse-service/lib/dbrepo-1.4.7.tar.gz b/dbrepo-analyse-service/lib/dbrepo-1.4.7.tar.gz
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diff --git a/dbrepo-analyse-service/matching/embeddings.py b/dbrepo-analyse-service/matching/embeddings.py
index 356eb4a008..774b2b2e86 100644
--- a/dbrepo-analyse-service/matching/embeddings.py
+++ b/dbrepo-analyse-service/matching/embeddings.py
@@ -5,11 +5,17 @@ from sentence_transformers import SentenceTransformer
 from FlagEmbedding import BGEM3FlagModel
 import logging
 
+from torch import Tensor
+
 
 class Embedding:
+    """
+    Class to retrieve the embeddings in the runtime
+    """
     # _data: {text:embedding}
     _data: {str: torch.Tensor} = None
     _uris: {str: str}
+    _empty_tensor: None | Tensor = None
 
     def __init__(self, _data: {str: torch.Tensor}, _uris: {str: str}):
         self._data = _data
@@ -108,6 +114,9 @@ class Encoder:
 
 
 class MiniLMEncoder(Encoder):
+    """
+    Class to encode the embeddings during build
+    """
 
     def __init__(self) -> None:
         super().__init__()
@@ -153,6 +162,9 @@ class MiniLMEncoder(Encoder):
 
 
 class NasaSMD(Encoder):
+    """
+    Class to encode the embeddings during build
+    """
 
     def __init__(self) -> None:
         super().__init__()
@@ -179,6 +191,9 @@ class NasaSMD(Encoder):
 
 
 class NasaSMD2(Encoder):
+    """
+    Class to encode the embeddings during build
+    """
 
     def __init__(self) -> None:
         super().__init__()
@@ -205,6 +220,9 @@ class NasaSMD2(Encoder):
 
 
 class BGEMDense(Encoder):
+    """
+    Class to encode the embeddings during build
+    """
 
     def __init__(self) -> None:
         super().__init__()
@@ -257,6 +275,9 @@ class BGEMDense(Encoder):
 
 
 class BGEMMultivector(Encoder):
+    """
+    Class to encode the embeddings during build
+    """
 
     def __init__(self) -> None:
         super().__init__()
diff --git a/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/TableEndpoint.java b/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/TableEndpoint.java
index 0e74f02f83..f229fe28d1 100644
--- a/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/TableEndpoint.java
+++ b/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/TableEndpoint.java
@@ -13,7 +13,6 @@ import at.tuwien.entities.user.User;
 import at.tuwien.exception.*;
 import at.tuwien.mapper.MetadataMapper;
 import at.tuwien.service.DatabaseService;
-import at.tuwien.service.EntityService;
 import at.tuwien.service.TableService;
 import at.tuwien.service.UserService;
 import at.tuwien.utils.UserUtil;
diff --git a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/endpoints/TableEndpointUnitTest.java b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/endpoints/TableEndpointUnitTest.java
index 1ceb6fd75f..397f71ad34 100644
--- a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/endpoints/TableEndpointUnitTest.java
+++ b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/endpoints/TableEndpointUnitTest.java
@@ -64,9 +64,6 @@ public class TableEndpointUnitTest extends AbstractUnitTest {
     @MockBean
     private UserService userService;
 
-    @MockBean
-    private EntityService entityService;
-
     @Autowired
     private TableEndpoint tableEndpoint;
 
@@ -560,64 +557,6 @@ public class TableEndpointUnitTest extends AbstractUnitTest {
         generic_findById(DATABASE_3_ID, DATABASE_3, TABLE_8_ID, TABLE_8, USER_1_PRINCIPAL, USER_1, null);
     }
 
-    @Test
-    @WithAnonymousUser
-    public void analyseTable_anonymous_fails() {
-
-        /* test */
-        assertThrows(org.springframework.security.access.AccessDeniedException.class, () -> {
-            analyseTable_generic(DATABASE_1_ID, TABLE_1_ID, TABLE_1);
-        });
-    }
-
-    @Test
-    @WithMockUser(username = USER_4_USERNAME)
-    public void findAll_noRole_fails() {
-
-        /* test */
-        assertThrows(org.springframework.security.access.AccessDeniedException.class, () -> {
-            analyseTable_generic(DATABASE_1_ID, TABLE_1_ID, TABLE_1);
-        });
-    }
-
-    @Test
-    @WithMockUser(username = USER_1_USERNAME, authorities = {"table-semantic-analyse"})
-    public void findAll_hasRole_succeeds() throws MalformedException, TableNotFoundException,
-            DatabaseNotFoundException {
-
-        /* test */
-        analyseTable_generic(DATABASE_1_ID, TABLE_1_ID, TABLE_1);
-    }
-
-    @Test
-    @WithAnonymousUser
-    public void analyseTableColumn_anonymous_fails() {
-
-        /* test */
-        assertThrows(org.springframework.security.access.AccessDeniedException.class, () -> {
-            analyseTableColumn_generic(DATABASE_1_ID, TABLE_1_ID, TABLE_1_COLUMNS.get(0).getId(), TABLE_1_COLUMNS.get(0));
-        });
-    }
-
-    @Test
-    @WithMockUser(username = USER_4_USERNAME)
-    public void analyseTableColumn_noRole_fails() {
-
-        /* test */
-        assertThrows(org.springframework.security.access.AccessDeniedException.class, () -> {
-            analyseTableColumn_generic(DATABASE_1_ID, TABLE_1_ID, TABLE_1_COLUMNS.get(0).getId(), TABLE_1_COLUMNS.get(0));
-        });
-    }
-
-    @Test
-    @WithMockUser(username = USER_1_USERNAME, authorities = {"table-semantic-analyse"})
-    public void analyseTableColumn_hasRole_succeeds() throws MalformedException, TableNotFoundException,
-            DatabaseNotFoundException {
-
-        /* test */
-        analyseTableColumn_generic(DATABASE_1_ID, TABLE_1_ID, TABLE_1_COLUMNS.get(0).getId(), TABLE_1_COLUMNS.get(0));
-    }
-
     @Test
     @WithAnonymousUser
     public void update_publicAnonymous_fails() {
@@ -1002,34 +941,6 @@ public class TableEndpointUnitTest extends AbstractUnitTest {
     /* ## GENERIC TEST CASES                                                                            ## */
     /* ################################################################################################### */
 
-    public void analyseTable_generic(Long databaseId, Long tableId, Table table) throws MalformedException,
-            TableNotFoundException, DatabaseNotFoundException {
-
-        /* mock */
-        when(entityService.suggestByTable(table))
-                .thenReturn(List.of());
-
-        /* test */
-        final ResponseEntity<List<EntityDto>> response = tableEndpoint.analyseTable(databaseId, tableId);
-        assertEquals(HttpStatus.OK, response.getStatusCode());
-        final List<EntityDto> body = response.getBody();
-        assertNotNull(body);
-    }
-
-    public void analyseTableColumn_generic(Long databaseId, Long tableId, Long columnId, TableColumn tableColumn)
-            throws MalformedException, TableNotFoundException, DatabaseNotFoundException {
-
-        /* mock */
-        when(entityService.suggestByColumn(tableColumn))
-                .thenReturn(List.of());
-
-        /* test */
-        final ResponseEntity<List<TableColumnEntityDto>> response = tableEndpoint.analyseTableColumn(databaseId, tableId, columnId);
-        assertEquals(HttpStatus.OK, response.getStatusCode());
-        final List<TableColumnEntityDto> body = response.getBody();
-        assertNotNull(body);
-    }
-
     protected ResponseEntity<List<TableBriefDto>> generic_list(Long databaseId, Database database, Principal principal,
                                                                User user, DatabaseAccess access)
             throws NotAllowedException, DatabaseNotFoundException, AccessNotFoundException, UserNotFoundException {
diff --git a/dbrepo-search-service/Pipfile.lock b/dbrepo-search-service/Pipfile.lock
index 123e864f6d..b2c0d937aa 100644
--- a/dbrepo-search-service/Pipfile.lock
+++ b/dbrepo-search-service/Pipfile.lock
@@ -388,7 +388,7 @@
         },
         "dbrepo": {
             "hashes": [
-                "sha256:84607677b0826bb9b2fa120aacdf56d16c8d9ae423f435b2bd2c22b1c965a33c"
+                "sha256:eaaa149c6e121ed1f280712c52bea22f0d70a5bc4593710b213683a17b659f8c"
             ],
             "path": "./lib/dbrepo-1.4.7.tar.gz"
         },
@@ -615,7 +615,7 @@
                 "sha256:f406b22b7c9a9b4f8aa9d2ab13d6ae0ac3e85c9a809bd590ad53fed2bf70dc79",
                 "sha256:f6ff3b14f2df4c41660a7dec01045a045653998784bf8cfcb5a525bdffffbc8f"
             ],
-            "markers": "python_version < '3.13' and (platform_machine == 'aarch64' or (platform_machine == 'ppc64le' or (platform_machine == 'x86_64' or (platform_machine == 'amd64' or (platform_machine == 'AMD64' or (platform_machine == 'win32' or platform_machine == 'WIN32'))))))",
+            "markers": "python_version < '3.13' and platform_machine == 'aarch64' or (platform_machine == 'ppc64le' or (platform_machine == 'x86_64' or (platform_machine == 'amd64' or (platform_machine == 'AMD64' or (platform_machine == 'win32' or platform_machine == 'WIN32')))))",
             "version": "==3.1.1"
         },
         "gunicorn": {
@@ -627,6 +627,14 @@
             "markers": "python_version >= '3.7'",
             "version": "==23.0.0"
         },
+        "html5lib-modern": {
+            "hashes": [
+                "sha256:1fadbfc27ea955431270e4e79a4a4c290ba11c3a3098a95cc22dc73e312a1768",
+                "sha256:3458b6e31525ede4fcaac0ff42d9eeb5efaf755473768103cb56e0275caa8d99"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==1.2"
+        },
         "idna": {
             "hashes": [
                 "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9",
@@ -643,13 +651,6 @@
             "markers": "python_version >= '3.7'",
             "version": "==2.0.0"
         },
-        "isodate": {
-            "hashes": [
-                "sha256:0751eece944162659049d35f4f549ed815792b38793f07cf73381c1c87cbed96",
-                "sha256:48c5881de7e8b0a0d648cb024c8062dc84e7b840ed81e864c7614fd3c127bde9"
-            ],
-            "version": "==0.6.1"
-        },
         "itsdangerous": {
             "hashes": [
                 "sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef",
@@ -1264,7 +1265,7 @@
                 "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3",
                 "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2'",
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==2.9.0.post0"
         },
         "python-dotenv": {
@@ -1344,12 +1345,12 @@
         },
         "rdflib": {
             "hashes": [
-                "sha256:0438920912a642c866a513de6fe8a0001bd86ef975057d6962c79ce4771687cd",
-                "sha256:9995eb8569428059b8c1affd26b25eac510d64f5043d9ce8c84e0d0036e995ae"
+                "sha256:240c25c6e1b573ffa67aed23aae128e253c443c15291c9a01d8d392ea80c05b6",
+                "sha256:a29a8fccebd3d3a5f1b7e88d92dace1c89829018c7d29a6114fff4449c188b3b"
             ],
             "index": "pypi",
             "markers": "python_full_version >= '3.8.1' and python_full_version < '4.0.0'",
-            "version": "==7.0.0"
+            "version": "==7.1.0"
         },
         "referencing": {
             "hashes": [
@@ -1481,63 +1482,71 @@
                 "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926",
                 "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2'",
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==1.16.0"
         },
         "sqlalchemy": {
             "hashes": [
-                "sha256:016b2e665f778f13d3c438651dd4de244214b527a275e0acf1d44c05bc6026a9",
-                "sha256:032d979ce77a6c2432653322ba4cbeabf5a6837f704d16fa38b5a05d8e21fa00",
-                "sha256:0375a141e1c0878103eb3d719eb6d5aa444b490c96f3fedab8471c7f6ffe70ee",
-                "sha256:042622a5306c23b972192283f4e22372da3b8ddf5f7aac1cc5d9c9b222ab3ff6",
-                "sha256:05c3f58cf91683102f2f0265c0db3bd3892e9eedabe059720492dbaa4f922da1",
-                "sha256:0630774b0977804fba4b6bbea6852ab56c14965a2b0c7fc7282c5f7d90a1ae72",
-                "sha256:0f9f3f9a3763b9c4deb8c5d09c4cc52ffe49f9876af41cc1b2ad0138878453cf",
-                "sha256:1b56961e2d31389aaadf4906d453859f35302b4eb818d34a26fab72596076bb8",
-                "sha256:22b83aed390e3099584b839b93f80a0f4a95ee7f48270c97c90acd40ee646f0b",
-                "sha256:25b0f63e7fcc2a6290cb5f7f5b4fc4047843504983a28856ce9b35d8f7de03cc",
-                "sha256:2a275a806f73e849e1c309ac11108ea1a14cd7058577aba962cd7190e27c9e3c",
-                "sha256:2ab3f0336c0387662ce6221ad30ab3a5e6499aab01b9790879b6578fd9b8faa1",
-                "sha256:2e795c2f7d7249b75bb5f479b432a51b59041580d20599d4e112b5f2046437a3",
-                "sha256:3655af10ebcc0f1e4e06c5900bb33e080d6a1fa4228f502121f28a3b1753cde5",
-                "sha256:4668bd8faf7e5b71c0319407b608f278f279668f358857dbfd10ef1954ac9f90",
-                "sha256:4c31943b61ed8fdd63dfd12ccc919f2bf95eefca133767db6fbbd15da62078ec",
-                "sha256:4fdcd72a789c1c31ed242fd8c1bcd9ea186a98ee8e5408a50e610edfef980d71",
-                "sha256:627dee0c280eea91aed87b20a1f849e9ae2fe719d52cbf847c0e0ea34464b3f7",
-                "sha256:67219632be22f14750f0d1c70e62f204ba69d28f62fd6432ba05ab295853de9b",
-                "sha256:6921ee01caf375363be5e9ae70d08ce7ca9d7e0e8983183080211a062d299468",
-                "sha256:69683e02e8a9de37f17985905a5eca18ad651bf592314b4d3d799029797d0eb3",
-                "sha256:6a93c5a0dfe8d34951e8a6f499a9479ffb9258123551fa007fc708ae2ac2bc5e",
-                "sha256:732e026240cdd1c1b2e3ac515c7a23820430ed94292ce33806a95869c46bd139",
-                "sha256:7befc148de64b6060937231cbff8d01ccf0bfd75aa26383ffdf8d82b12ec04ff",
-                "sha256:890da8cd1941fa3dab28c5bac3b9da8502e7e366f895b3b8e500896f12f94d11",
-                "sha256:89b64cd8898a3a6f642db4eb7b26d1b28a497d4022eccd7717ca066823e9fb01",
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-                "sha256:93a71c8601e823236ac0e5d087e4f397874a421017b3318fd92c0b14acf2b6db",
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-                "sha256:eb60b026d8ad0c97917cb81d3662d0b39b8ff1335e3fabb24984c6acd0c900a2",
-                "sha256:f021d334f2ca692523aaf7bbf7592ceff70c8594fad853416a81d66b35e3abf9",
-                "sha256:f552023710d4b93d8fb29a91fadf97de89c5926c6bd758897875435f2a939f33"
+                "sha256:03e08af7a5f9386a43919eda9de33ffda16b44eb11f3b313e6822243770e9763",
+                "sha256:0572f4bd6f94752167adfd7c1bed84f4b240ee6203a95e05d1e208d488d0d436",
+                "sha256:07b441f7d03b9a66299ce7ccf3ef2900abc81c0db434f42a5694a37bd73870f2",
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+                "sha256:1e0d612a17581b6616ff03c8e3d5eff7452f34655c901f75d62bd86449d9750e",
+                "sha256:23623166bfefe1487d81b698c423f8678e80df8b54614c2bf4b4cfcd7c711959",
+                "sha256:2519f3a5d0517fc159afab1015e54bb81b4406c278749779be57a569d8d1bb0d",
+                "sha256:28120ef39c92c2dd60f2721af9328479516844c6b550b077ca450c7d7dc68575",
+                "sha256:37350015056a553e442ff672c2d20e6f4b6d0b2495691fa239d8aa18bb3bc908",
+                "sha256:39769a115f730d683b0eb7b694db9789267bcd027326cccc3125e862eb03bfd8",
+                "sha256:3c01117dd36800f2ecaa238c65365b7b16497adc1522bf84906e5710ee9ba0e8",
+                "sha256:3d6718667da04294d7df1670d70eeddd414f313738d20a6f1d1f379e3139a545",
+                "sha256:3dbb986bad3ed5ceaf090200eba750b5245150bd97d3e67343a3cfed06feecf7",
+                "sha256:4557e1f11c5f653ebfdd924f3f9d5ebfc718283b0b9beebaa5dd6b77ec290971",
+                "sha256:46331b00096a6db1fdc052d55b101dbbfc99155a548e20a0e4a8e5e4d1362855",
+                "sha256:4a121d62ebe7d26fec9155f83f8be5189ef1405f5973ea4874a26fab9f1e262c",
+                "sha256:4f5e9cd989b45b73bd359f693b935364f7e1f79486e29015813c338450aa5a71",
+                "sha256:50aae840ebbd6cdd41af1c14590e5741665e5272d2fee999306673a1bb1fdb4d",
+                "sha256:59b1ee96617135f6e1d6f275bbe988f419c5178016f3d41d3c0abb0c819f75bb",
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+                "sha256:66bffbad8d6271bb1cc2f9a4ea4f86f80fe5e2e3e501a5ae2a3dc6a76e604e6f",
+                "sha256:69f93723edbca7342624d09f6704e7126b152eaed3cdbb634cb657a54332a3c5",
+                "sha256:6a440293d802d3011028e14e4226da1434b373cbaf4a4bbb63f845761a708346",
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+                "sha256:79d2e78abc26d871875b419e1fd3c0bca31a1cb0043277d0d850014599626c2e",
+                "sha256:7f2767680b6d2398aea7082e45a774b2b0767b5c8d8ffb9c8b683088ea9b29c5",
+                "sha256:8318f4776c85abc3f40ab185e388bee7a6ea99e7fa3a30686580b209eaa35c08",
+                "sha256:8958b10490125124463095bbdadda5aa22ec799f91958e410438ad6c97a7b793",
+                "sha256:8c78ac40bde930c60e0f78b3cd184c580f89456dd87fc08f9e3ee3ce8765ce88",
+                "sha256:90812a8933df713fdf748b355527e3af257a11e415b613dd794512461eb8a686",
+                "sha256:9bc633f4ee4b4c46e7adcb3a9b5ec083bf1d9a97c1d3854b92749d935de40b9b",
+                "sha256:9e46ed38affdfc95d2c958de328d037d87801cfcbea6d421000859e9789e61c2",
+                "sha256:9fe53b404f24789b5ea9003fc25b9a3988feddebd7e7b369c8fac27ad6f52f28",
+                "sha256:a4e46a888b54be23d03a89be510f24a7652fe6ff660787b96cd0e57a4ebcb46d",
+                "sha256:a86bfab2ef46d63300c0f06936bd6e6c0105faa11d509083ba8f2f9d237fb5b5",
+                "sha256:ac9dfa18ff2a67b09b372d5db8743c27966abf0e5344c555d86cc7199f7ad83a",
+                "sha256:af148a33ff0349f53512a049c6406923e4e02bf2f26c5fb285f143faf4f0e46a",
+                "sha256:b11d0cfdd2b095e7b0686cf5fabeb9c67fae5b06d265d8180715b8cfa86522e3",
+                "sha256:b2985c0b06e989c043f1dc09d4fe89e1616aadd35392aea2844f0458a989eacf",
+                "sha256:b544ad1935a8541d177cb402948b94e871067656b3a0b9e91dbec136b06a2ff5",
+                "sha256:b5cc79df7f4bc3d11e4b542596c03826063092611e481fcf1c9dfee3c94355ef",
+                "sha256:b817d41d692bf286abc181f8af476c4fbef3fd05e798777492618378448ee689",
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+                "sha256:ccd6774aa7bebdf9ca608bb0839318757a71b8e0d2cf7b10c002bc8790bd343e",
+                "sha256:d886de2ea81f513ba2d6820451d33b767a97c37867ba688d42e164b2dbca1362",
+                "sha256:db64a20e78969fc66665d2e5fc96cb4f4dc80f2137d8fed4b5a650ad569bb60f",
+                "sha256:db818e33599f7b2e4c6507f2b2c24f45ff539a1b6e4e09163bb6f3cfb4616ca7",
+                "sha256:dce1c56beef74d9c799a6ed94001693232a1402138292353a8ce302b64f457d9",
+                "sha256:de38b0b5b86e57efb129d179854e78b65cb8e294a8c75560877869c43aa2415a",
+                "sha256:de479e30abd2dfd49fdad3bd6953f2d930a45380be5143c0c9f7a1215cffc8cc",
+                "sha256:df09c80f4bc2bc2efde309af383c3fe8fd8c51fe0519edb350b9c9e0af43ffa4",
+                "sha256:df6b254e55c8ac2362afaa651e3e53453aa19a095570792346245773b434176e",
+                "sha256:e58c5d07b1f78dd4cb180c5b3b82465cd281aaeee8aafea0e5d72a4b97922cb1",
+                "sha256:e5cc288111c450c0a54a74475591b206d3b1cb47dc71bb6200f6be8b1337184c",
+                "sha256:eee724176b5bc50ee64905f559345448119b860a30b9489bd7a073f61baf925f",
+                "sha256:f16d1940c0cbc342f1d29d6212a006d172be616d2942c5c41966e8a3ce4c3be1",
+                "sha256:f25906e4a72d9833e81717c39a39dee7297ff5cb44957d06d177a2ab8ef2ef7f",
+                "sha256:f3294ce265011547630a59c20085fcb6af8cc5fa1fa44a203251f7d86cd5d913",
+                "sha256:f337486742c700b102d640830aab3faf2848bed966b479a39e6783edd4ab1c6c",
+                "sha256:f51c9d173e5fa4b12d06ddca09a41cabbdeb660471dbe55432423eec095709ab",
+                "sha256:f68025d6ba1816428b7de615c80f61cb03d5b7061158d4ced7696657a64aa59c",
+                "sha256:f74f6ffdc633aefecbc80282242a5395058db9d1247fa7dd2f070ef84dc82583",
+                "sha256:f864b412557e69a6b953d62c01a0ed0ee342666298aa7f2a29af526bfa80f6e9",
+                "sha256:f923e94e93a37fd990e8336e0b9bedea533e7cbed14e0c572bf9357ef2a70681",
+                "sha256:faa3dd7f4620ab5e5da7a0789d0aac78a9ad0376f102409d442ec5a4179e200a",
+                "sha256:fd2bb86f40962d53a91def15a2f7684c62e081a7b96ec74ed0259c34b15973b9"
             ],
-            "markers": "python_version >= '3.8'",
-            "version": "==1.15.2"
+            "markers": "python_version >= '3.9'",
+            "version": "==1.15.4"
         }
     },
     "develop": {
diff --git a/dbrepo-search-service/init/Pipfile.lock b/dbrepo-search-service/init/Pipfile.lock
index 75bdbc29f9..5747f2a30c 100644
--- a/dbrepo-search-service/init/Pipfile.lock
+++ b/dbrepo-search-service/init/Pipfile.lock
@@ -282,7 +282,7 @@
         },
         "dbrepo": {
             "hashes": [
-                "sha256:84607677b0826bb9b2fa120aacdf56d16c8d9ae423f435b2bd2c22b1c965a33c"
+                "sha256:eaaa149c6e121ed1f280712c52bea22f0d70a5bc4593710b213683a17b659f8c"
             ],
             "path": "./lib/dbrepo-1.4.7.tar.gz"
         },
@@ -392,6 +392,14 @@
             "markers": "python_version >= '3.8'",
             "version": "==1.4.1"
         },
+        "html5lib-modern": {
+            "hashes": [
+                "sha256:1fadbfc27ea955431270e4e79a4a4c290ba11c3a3098a95cc22dc73e312a1768",
+                "sha256:3458b6e31525ede4fcaac0ff42d9eeb5efaf755473768103cb56e0275caa8d99"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==1.2"
+        },
         "idna": {
             "hashes": [
                 "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9",
@@ -408,13 +416,6 @@
             "markers": "python_version >= '3.7'",
             "version": "==2.0.0"
         },
-        "isodate": {
-            "hashes": [
-                "sha256:0751eece944162659049d35f4f549ed815792b38793f07cf73381c1c87cbed96",
-                "sha256:48c5881de7e8b0a0d648cb024c8062dc84e7b840ed81e864c7614fd3c127bde9"
-            ],
-            "version": "==0.6.1"
-        },
         "itsdangerous": {
             "hashes": [
                 "sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef",
@@ -965,7 +966,7 @@
                 "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3",
                 "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2'",
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==2.9.0.post0"
         },
         "python-dotenv": {
@@ -986,12 +987,12 @@
         },
         "rdflib": {
             "hashes": [
-                "sha256:0438920912a642c866a513de6fe8a0001bd86ef975057d6962c79ce4771687cd",
-                "sha256:9995eb8569428059b8c1affd26b25eac510d64f5043d9ce8c84e0d0036e995ae"
+                "sha256:240c25c6e1b573ffa67aed23aae128e253c443c15291c9a01d8d392ea80c05b6",
+                "sha256:a29a8fccebd3d3a5f1b7e88d92dace1c89829018c7d29a6114fff4449c188b3b"
             ],
             "index": "pypi",
             "markers": "python_full_version >= '3.8.1' and python_full_version < '4.0.0'",
-            "version": "==7.0.0"
+            "version": "==7.1.0"
         },
         "requests": {
             "hashes": [
@@ -1006,7 +1007,7 @@
                 "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926",
                 "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2'",
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==1.16.0"
         },
         "testcontainers-core": {
@@ -1150,107 +1151,91 @@
         },
         "yarl": {
             "hashes": [
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-            "markers": "python_version >= '3.8'",
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         }
     },
     "develop": {
diff --git a/dbrepo-search-service/init/lib/dbrepo-1.4.7.tar.gz b/dbrepo-search-service/init/lib/dbrepo-1.4.7.tar.gz
index c652dbae4a60aae708eb6fe4e751977b97b72344..6ed798ea2498c4d3ce74754cb33f2fb7f71b4491 100644
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diff --git a/dbrepo-search-service/lib/dbrepo-1.4.7.tar.gz b/dbrepo-search-service/lib/dbrepo-1.4.7.tar.gz
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