diff --git a/dbrepo-analyse-service/Dockerfile b/dbrepo-analyse-service/Dockerfile
index c39e9cac401881d85aac22d0c00a985c779ce16b..b4c0c1550079166b9eb1689bc27b884c49c6dd3c 100644
--- a/dbrepo-analyse-service/Dockerfile
+++ b/dbrepo-analyse-service/Dockerfile
@@ -1,10 +1,11 @@
-FROM --platform=$BUILDPLATFORM python:3.11-alpine3.21
+FROM --platform=$BUILDPLATFORM pytorch/pytorch:2.7.0-cuda12.6-cudnn9-runtime
 LABEL org.opencontainers.image.authors="martin.weise@tuwien.ac.at"
 
-RUN apk --no-cache add \
-    bash \
-    curl \
-    openjdk8-jre
+RUN apt-get update &&  \
+    apt-get install -y \
+      bash \
+      curl && \
+    apt-get clean
 
 COPY Pipfile Pipfile.lock ./
 
@@ -14,7 +15,7 @@ RUN pip install pipenv && \
     pipenv install gunicorn && \
     pipenv install --system --deploy
 
-RUN adduser -D dbrepo --uid 1001
+RUN adduser dbrepo --uid 1001
 
 WORKDIR /app
 
diff --git a/dbrepo-analyse-service/Pipfile b/dbrepo-analyse-service/Pipfile
index fce41a480cb7d7562a36fd9ab5e81ab11f6f74ed..2c2c9c5f8233c3f76e9351b5a71f9da4cc047b23 100644
--- a/dbrepo-analyse-service/Pipfile
+++ b/dbrepo-analyse-service/Pipfile
@@ -26,13 +26,13 @@ opensearch-py = "*"
 ecs_logging = "*"
 flask_caching = "*"
 owlready2 = "*"
-torch = "*"
 sentence_transformers = "*"
 FlagEmbedding = "*"
-transformers = "4.44.2"
+transformers = "==4.44.2"
 textdistance = "*"
 h5py = "*"
 nltk = "*"
+matplotlib = "*"
 
 [dev-packages]
 coverage = "*"
diff --git a/dbrepo-analyse-service/Pipfile.lock b/dbrepo-analyse-service/Pipfile.lock
index 527dea77a2e1fd6550cf70a11a26f3d27f42f1c0..ee745c19ad61e7dfa71f65bf9a9df4890fa89f8f 100644
--- a/dbrepo-analyse-service/Pipfile.lock
+++ b/dbrepo-analyse-service/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "638714d879f0d66def3e3981b618ac1eab46b62215016fd293939b360a260ee2"
+            "sha256": "c36ec85bc1173ffdcbc87de2086bc06b4792918c6ea35dd00c3a8be9865b354c"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -16,6 +16,121 @@
         ]
     },
     "default": {
+        "accelerate": {
+            "hashes": [
+                "sha256:cf57165cca28769c6cf2650812371c81b18e05743dfa3c748524b1bb4f2b272f",
+                "sha256:e8a2a5503d6237b9eee73cc8d36cf543f9c2d8dd2c6713450b322f5e6d53a610"
+            ],
+            "markers": "python_full_version >= '3.9.0'",
+            "version": "==1.7.0"
+        },
+        "aiohappyeyeballs": {
+            "hashes": [
+                "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558",
+                "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"
+            ],
+            "markers": "python_version >= '3.9'",
+            "version": "==2.6.1"
+        },
+        "aiohttp": {
+            "hashes": [
+                "sha256:0018956472ee535d2cad761a5bb88eb4ad80f94cd86472cee26a244799f7c79f",
+                "sha256:00d493486ed40e7be61267be32bf2353e4d044c33a00b75a1a87053b30b1dec6",
+                "sha256:01ac3cc4a0c81f87ed72c614066bfdee15358c5c2cdf30048dd8823826cbc61e",
+                "sha256:059e8c67d81da4da9f6056de5b3a7e892bd07135d2434666b5a696f2feb7c655",
+                "sha256:091ae2bf28f861607fc807f44069999f63aba5d540c6a84b6f4eb26c63b09768",
+                "sha256:0cf15667ecf20bfe545adb02882d895e10c8d5c821e46b1a62f22d5170c4803e",
+                "sha256:1476627ea5ef213950e2d7edbff9101e48e24d6139a660b4c90edc84f9d9d344",
+                "sha256:166d8ba47fca7667dd3169be8bd0fb9ffd0f19fd80f0d5291b1e36ab0f77d02c",
+                "sha256:1b84f396042daa713b5cd1f07347bc0c5c7567ee64210d3133711487fe2d0dbd",
+                "sha256:2457b9193909d046636861bad61902759d7a178a012238192cbb45016142a19e",
+                "sha256:2711392a2afe1dcf4a93b05a94ee25efa966971fa0bf3944f2ce101da182ce91",
+                "sha256:2bafe06464fa0397d3d88af0c9afab423af02a6befa0b04f997d2ffe65a0c023",
+                "sha256:2c0e37a3aa9f47ad8ed7e4fb6142d1121bfae9b9eb2e3b641b060a0d6fccf991",
+                "sha256:2eeda8330d331e1eafd5ff06f8dfbd7361d728c7542d0be106d31e5bec9da57a",
+                "sha256:2f0e26b1c76656a992f1c547b74cf07e0da07f3b43ca2eefc05ce1fc8b4c054d",
+                "sha256:3436af8c5db9e963f2acd9bb09316833ee5e93ae1729b8e3f7d25b390cead22e",
+                "sha256:351969b7e1e11b2091011fde8f0ae3c95bd576c2d64a8cb2947ad5ca44506674",
+                "sha256:35df44dde19fcd146ed13e8847c70f8e138e91138f7615df2bd68b478ac04f99",
+                "sha256:385f01fe9be53a0466fb66504b00ab00ca7faa0a285186327509cbbe1386363f",
+                "sha256:3a590566c5c139edfbeeb69de62c6868e6ef667322b0080489607acc39e92add",
+                "sha256:4670d5ddd1b274aa2e5471f354ce1231e0f8795a136bedd3efc44ed9b33be9aa",
+                "sha256:4789c10a72308375d0c3e53b22a7094380e9cf0138ea6c18331f48856672d426",
+                "sha256:48d743fbc8a88dffb2d2e96f17f9e2310aaa672bd2103b198d7613361affd1a3",
+                "sha256:4d6941dd4d8f6dfd9292f391bc2e321c9583a9532b4e9b571b84f163bb3f8135",
+                "sha256:4de7a3a7e482f5832838047c1612c0c3d1f4309e3e2d4ea80cb1b7f5ab0c6bbe",
+                "sha256:5169898d17a2ac30e31ea814832ad4cf6bb652459a031af40ed56c9d05894c80",
+                "sha256:5293245b743d3e41fd4de631aed6018e0016488686ee70d3dbd9ac61cc040429",
+                "sha256:536a37af26ed50bd4f3cf7d989955e5a987e9343f1a55f5393e7950a6ac93fce",
+                "sha256:59668d843c91bd22abc1f70674270ce38e1dad3020284cccecc60f492d6f88ae",
+                "sha256:5a6eefef2c0d13b0594aac71b17eb7589ed450e900bc40917128d445224476ff",
+                "sha256:5cee9687b74f134507174d50903a167a0fe34e4bb6e0c9b4664ddf058c604bae",
+                "sha256:5ebc2a98f4177271eb4f48c4d9e2e8a44641f4572ccf9c7940f419027fb8e834",
+                "sha256:5f36bd875c9296f1e2a2eef592a0e952d8673b4c514952b09be42249fad593c8",
+                "sha256:60efcbf422ddd5094c048fbcccb8c5532414fefd33f568e16bfc3ddc981421fc",
+                "sha256:62179517ef8d0abc950ab7e6545e97142bef3f58007da12b9cff5260e8084fd1",
+                "sha256:631f4da6b1d503f9df883ba86846fa0ff455eae60497fab5f1d21683b2a2784e",
+                "sha256:64e48ed61d5c74b5a4a68fdb3fde664034e59788625ebf3fcae87fb5a2dbde7b",
+                "sha256:6b5401ccb86eca461ba232d98577d97009672846835c81b1a4369e3929f936d0",
+                "sha256:6c31782dae093a507b94792d9f32978bf154d051d5237fdedbb9e74d9464d5dd",
+                "sha256:6f8fbb48953238e7ba8ab9dee6757a4f6b72cd6242eb7fe1cb004b24f91effee",
+                "sha256:7061bce1accdfce6e02c80ac10efcdfcae95718f97f77fc5fbe3273b16b8d4bf",
+                "sha256:7181b4ebd70ad9731f4f7af03e3ed0ff003e49cefbf0b6846b5decb32abc30b7",
+                "sha256:722fe14a899ee049562417449a449dfc7c616fdb5409f8a0a2c459815473767f",
+                "sha256:74190229bd54bc3df7090f634b0b7fe53c45fb41aae5fbfae462093ced35c950",
+                "sha256:7679b2af5a1d43d8470672079baedc1a843e4f27a47b630fbe092833f9bc4e73",
+                "sha256:76a20aaf7f7be6777267e003ffc3c0f3bd5f755cd187f1adf146a47530bae79f",
+                "sha256:79d0332eefcd4d7af468361ba428e84e9ea9d6bf0d8f68f20ce4ccfab8a2a2ff",
+                "sha256:7a6f09589cb5928ee793210806d35d69fffc78d46eca9acaa2d38cc30b3f194e",
+                "sha256:7af4737ab145fb1ac6e2db24ee206ee9e9f3abb1f7c6b74bd75c9ce0d36fe286",
+                "sha256:7bffd54d62e31abb35d5ffab7296d97f724aee3cfae7c72f36988c8d37664999",
+                "sha256:7d77abd371700dc51f8b46aebc6e2316d826dcb490bd56edd96b6caf0b1fe84c",
+                "sha256:7e071f1371f38c15dad609bb57d698fe4614b1817e7808966c643336f5615655",
+                "sha256:7e4991a7dcdd577a749429248321196dba6ade4315c6262e9b2ba9a3bb80e9cb",
+                "sha256:7f10d664b638f85acdeb7622f7b16773aaf7d67214a7c3b6075735f171d2f021",
+                "sha256:8259a311666becf7049ae43c984208ac20eda5ea16aa5f26ea5d24b863f9afcd",
+                "sha256:8345cea33295cc28945c8365ac44ba383ebb757a599b384d752347f40671e984",
+                "sha256:851d226ecaf30ec7f12d9e9793081ecd0e66fea7f6345bcb5283b39e9ea79c71",
+                "sha256:86ca0aa49854b195e314171756d06f81c1286541425a929950f7316d617cc3b1",
+                "sha256:86fe4072556dc19c949cbf83721f191828a57081318aeda231a430419dd0e789",
+                "sha256:875df9e4ed4f24af643f4e35bf267be3cb25b9461d25da4a0d181877a2b401e4",
+                "sha256:88f8d247c4b6cc75eb5ef1724998b3076f5f2f6b7d357560caa5b5da08228cb4",
+                "sha256:8d5c2a673fd8c1f8287ef1a10f1fe19f0e14af6c5831c1d9b05f0a5bfbdd7d60",
+                "sha256:9bff129c6674f3a14c68a0f49337ebd8637440201cbd8af05df52cb2d7db0902",
+                "sha256:9d913623c7e3be188fe5c718bce186e0bbc5977e74c12e4832d540c3637b9f47",
+                "sha256:a38e144942d4f0740dcb5be2ceb932cc45fc29e404fe64ffd5eef5bc62eafe39",
+                "sha256:a84cf5db31efc14e811ef830288614bf40093befd445efe743dc015d01e6e92c",
+                "sha256:a92e71e7ed036e94cbd59da9c34e9e064dc8ecd95aab38422f38d5cb34754088",
+                "sha256:ab6be7083f72acc206e3687c4966d0893d204e183e26dceb822e9c07496af44c",
+                "sha256:ad4be1c1adb604591a607abb9c4474eedc6add6739656ee91a9daddf35f7f9fa",
+                "sha256:b2c7bc896696ada3df4ffd787b80d08af53eb16658fd19623f469f89c5f95846",
+                "sha256:b4924ca6bc74cb630e47edaf111f1d05e13dfe3c1e580c35277dc998965913d3",
+                "sha256:b943c62467072437ec25ccfd05516d9aad273467e251124e4c22407220ebdd75",
+                "sha256:ba92663a7ab73108bc1d4869810602b78de0e2c9957a46b9b654c2dba9414f27",
+                "sha256:bca43af1c77f83e88641e74d1bd24b6089bb518fa0e6be97805a048bdac6bbc3",
+                "sha256:cbf833ca90fda31ec505e80f58f8011c64030fb8e368bce0d60f1f9aae162389",
+                "sha256:d0c32972b485828f2b9326a95851520e9a92cdd97efe0a04ae62c7315e8d1098",
+                "sha256:d602fc26cb307993965e5f5dacb2aaa7fea4f01c6658250658bef51e48dd454e",
+                "sha256:de27fb67bbbb5266635cda7aad24ff620028ac8eecef21386a11b6108eb3e8e0",
+                "sha256:e1f3968162f274ed8e97aad591da178fb04725a386a4852b1c0285f3a51390af",
+                "sha256:e405ccdd3cada578e5bc4000b7d35b80a345c832089d23b04be30c0e7606fb80",
+                "sha256:e52282768a415db141898ecc07a10cdde2721fa897e091fe67fd66ca3be86080",
+                "sha256:e6dd24e72e7425b4eee49eeaa1a08742774f5a0c84041e80625aeba45812f92e",
+                "sha256:ef392a613f53fc4c3e6ebba2c3b90729266139a3f534e7eba9bf04e2eac40287",
+                "sha256:f7127241e62621eabe437cce249a4858e79896abcdafed4c6f7a90d14d449066",
+                "sha256:fc5693b08ad875e640737515c579e7103c4a5f5802489d610df867b56542f75e",
+                "sha256:fedc41cc7641b71f38d853157e8b8f05663e8799fd1cf53435ff257606e635aa"
+            ],
+            "version": "==3.12.2"
+        },
+        "aiosignal": {
+            "hashes": [
+                "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5",
+                "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"
+            ],
+            "markers": "python_version >= '3.9'",
+            "version": "==1.3.2"
+        },
         "annotated-types": {
             "hashes": [
                 "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53",
@@ -67,6 +182,14 @@
             "markers": "python_version >= '3.8'",
             "version": "==25.3.0"
         },
+        "beautifulsoup4": {
+            "hashes": [
+                "sha256:9bbbb14bfde9d79f38b8cd5f8c7c85f4b8f2523190ebed90e950a8dea4cb1c4b",
+                "sha256:dbb3c4e1ceae6aefebdaf2423247260cd062430a410e38c66f2baa50a8437195"
+            ],
+            "markers": "python_full_version >= '3.7.0'",
+            "version": "==4.13.4"
+        },
         "blinker": {
             "hashes": [
                 "sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf",
@@ -77,19 +200,19 @@
         },
         "boto3": {
             "hashes": [
-                "sha256:70ab8364f1f6f0a7e0eaf97f62fbdacf9c1e4cc1de330faf1c146ef9ab01e7d0",
-                "sha256:bcf73aca469add09e165b8793be18e7578db8d2604d82505ab13dc2495bad982"
+                "sha256:1f95ec3ac88ae6381fa0409e4c2ad0a41f0caf5fd6d8ef45a9525406a3f58b18",
+                "sha256:abdb8c760543e9c22026320e62e2934762b0c4ac4f42e8ea2a756f2d489b3135"
             ],
             "index": "pypi",
-            "version": "==1.38.23"
+            "version": "==1.38.24"
         },
         "botocore": {
             "hashes": [
-                "sha256:29685c91050a870c3809238dc5da1ac65a48a3a20b4bca46b6057dcb6b39c72a",
-                "sha256:a7f818672f10d7a080c2c4558428011c3e0abc1039a047d27ac76ec846158457"
+                "sha256:43563d5c2dfd56ebbcd9e25f482fc45000bfaec5966b26c77b331bd340c46376",
+                "sha256:5901667b96d3a8603479879ab097560216cdc4c2918d433fc6509555d0ada29c"
             ],
             "markers": "python_version >= '3.9'",
-            "version": "==1.38.23"
+            "version": "==1.38.24"
         },
         "cachelib": {
             "hashes": [
@@ -99,6 +222,12 @@
             "markers": "python_version >= '3.8'",
             "version": "==0.13.0"
         },
+        "cbor": {
+            "hashes": [
+                "sha256:13225a262ddf5615cbd9fd55a76a0d53069d18b07d2e9f19c39e6acb8609bbb6"
+            ],
+            "version": "==1.0.0"
+        },
         "certifi": {
             "hashes": [
                 "sha256:0a816057ea3cdefcef70270d2c515e4506bbc954f417fa5ade2021213bb8f0c6",
@@ -286,6 +415,69 @@
             "markers": "python_version >= '3.10'",
             "version": "==8.2.1"
         },
+        "contourpy": {
+            "hashes": [
+                "sha256:0475b1f6604896bc7c53bb070e355e9321e1bc0d381735421a2d2068ec56531f",
+                "sha256:106fab697af11456fcba3e352ad50effe493a90f893fca6c2ca5c033820cea92",
+                "sha256:107ba8a6a7eec58bb475329e6d3b95deba9440667c4d62b9b6063942b61d7f16",
+                "sha256:15ce6ab60957ca74cff444fe66d9045c1fd3e92c8936894ebd1f3eef2fff075f",
+                "sha256:1c48188778d4d2f3d48e4643fb15d8608b1d01e4b4d6b0548d9b336c28fc9b6f",
+                "sha256:3859783aefa2b8355697f16642695a5b9792e7a46ab86da1118a4a23a51a33d7",
+                "sha256:3d80b2c0300583228ac98d0a927a1ba6a2ba6b8a742463c564f1d419ee5b211e",
+                "sha256:3f9e896f447c5c8618f1edb2bafa9a4030f22a575ec418ad70611450720b5b08",
+                "sha256:434f0adf84911c924519d2b08fc10491dd282b20bdd3fa8f60fd816ea0b48841",
+                "sha256:49b65a95d642d4efa8f64ba12558fcb83407e58a2dfba9d796d77b63ccfcaff5",
+                "sha256:4caf2bcd2969402bf77edc4cb6034c7dd7c0803213b3523f111eb7460a51b8d2",
+                "sha256:532fd26e715560721bb0d5fc7610fce279b3699b018600ab999d1be895b09415",
+                "sha256:5ebac872ba09cb8f2131c46b8739a7ff71de28a24c869bcad554477eb089a878",
+                "sha256:5f5964cdad279256c084b69c3f412b7801e15356b16efa9d78aa974041903da0",
+                "sha256:65a887a6e8c4cd0897507d814b14c54a8c2e2aa4ac9f7686292f9769fcf9a6ab",
+                "sha256:6a37a2fb93d4df3fc4c0e363ea4d16f83195fc09c891bc8ce072b9d084853445",
+                "sha256:70771a461aaeb335df14deb6c97439973d253ae70660ca085eec25241137ef43",
+                "sha256:71e2bd4a1c4188f5c2b8d274da78faab884b59df20df63c34f74aa1813c4427c",
+                "sha256:745b57db7758f3ffc05a10254edd3182a2a83402a89c00957a8e8a22f5582823",
+                "sha256:78e9253c3de756b3f6a5174d024c4835acd59eb3f8e2ca13e775dbffe1558f69",
+                "sha256:82199cb78276249796419fe36b7386bd8d2cc3f28b3bc19fe2454fe2e26c4c15",
+                "sha256:8b7fc0cd78ba2f4695fd0a6ad81a19e7e3ab825c31b577f384aa9d7817dc3bef",
+                "sha256:8c5acb8dddb0752bf252e01a3035b21443158910ac16a3b0d20e7fed7d534ce5",
+                "sha256:8c942a01d9163e2e5cfb05cb66110121b8d07ad438a17f9e766317bcb62abf73",
+                "sha256:8d2e74acbcba3bfdb6d9d8384cdc4f9260cae86ed9beee8bd5f54fee49a430b9",
+                "sha256:90df94c89a91b7362e1142cbee7568f86514412ab8a2c0d0fca72d7e91b62912",
+                "sha256:970e9173dbd7eba9b4e01aab19215a48ee5dd3f43cef736eebde064a171f89a5",
+                "sha256:977e98a0e0480d3fe292246417239d2d45435904afd6d7332d8455981c408b85",
+                "sha256:9be002b31c558d1ddf1b9b415b162c603405414bacd6932d031c5b5a8b757f0d",
+                "sha256:ad687a04bc802cbe8b9c399c07162a3c35e227e2daccf1668eb1f278cb698631",
+                "sha256:b4f54d6a2defe9f257327b0f243612dd051cc43825587520b1bf74a31e2f6ef2",
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@@ -329,14 +521,37 @@
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             "version": "==45.0.3"
         },
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@@ -359,6 +574,21 @@
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@@ -406,6 +636,175 @@
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@@ -520,6 +919,60 @@
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@@ -552,6 +1112,14 @@
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             "version": "==1.0.1"
         },
+        "joblib": {
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@@ -642,6 +1481,46 @@
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@@ -719,6 +1749,144 @@
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@@ -727,6 +1895,13 @@
             "index": "pypi",
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@@ -783,6 +1958,14 @@
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@@ -791,6 +1974,93 @@
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@@ -807,6 +2077,202 @@
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+                "sha256:8681700f4e4df891eafa4f69a439a6e7d480d64e52bf460918f58e443bd3da7d",
+                "sha256:86de313371ec04dd2531f30bc41a5a1a96f25a02823558ee0f2af0beaa7ca791",
+                "sha256:8a7f62f5dc70a6c763bec9ebf922be52aa22863d9496a9a30124d65b489ea672",
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+                "sha256:91bc450c80a2e9685b10e34e41aef3d44ddf99b3a498717938926d05ca493f6a",
+                "sha256:95b50910e496567434cb77a577493c26bce0f31c8a305135f3bda6a2483b8e10",
+                "sha256:95fc9876f917cac7f757df80a5dda9de59d423568460fe75d128c813b9af558e",
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+                "sha256:b594113a301ad537766b4e16a5a6750fcbb1497dcc1bc8a4daae889e6402a634",
+                "sha256:b6c4c3d0d6a0ae9b281e492b1465c72de433b782e6b5001c8e7249e085b69051",
+                "sha256:b7fa0cb9fd27ffb1211cde944b41f5c67ab1c13a13ebafe470b1e206b8459da8",
+                "sha256:b9ae2fbe54d859b3ade40290f60fe40e7f969d83d482e84d2c31b9bff03e359e",
+                "sha256:bb769ae5760cd1c6a712135ee7915f9d43f11d9ef769cb3f75a23e398a92d384",
+                "sha256:bc906b636239631d42eb8a07df8359905da02704a868983265603887ed68c076",
+                "sha256:bdb77efde644d6f1ad27be8a5d67c10b7f769804fff7a966ccb1da5a4de4b656",
+                "sha256:bf099e2432131093cc611623e0b0bcc399b8cddd9a91eded8bfb50402ec35018",
+                "sha256:c27d98f4e5c4060582f44e58309c1e55134880558f1add7a87c1bc36ecfade19",
+                "sha256:c8703517b924463994c344dcdf99a2d5ce9eca2b6882bb640aa555fb5efc706a",
+                "sha256:c9471ca18e6aeb0e03276b5e9b27b14a54c052d370a9c0c04a68cefbd1455eb4",
+                "sha256:ce360ae48a5e9961d0c730cf891d40698a82804e85f6e74658fb175207a77cb2",
+                "sha256:d0bf955b96ea44ad914bc792c26a0edcd71b4668b93cbcd60f5b0aeaaed06c64",
+                "sha256:d2cbca6760a541189cf87ee54ff891e1d9ea6406079c66341008f7ef6ab61145",
+                "sha256:d4fad6e5189c847820288286732075f213eabf81be4d08d6cc309912e62be5b7",
+                "sha256:d88cc43e923f324203f6ec14434fa33b85c06d18d59c167a0637164863b8e995",
+                "sha256:db243357c6c2bf3cd7e17080034ade668d54ce304d820c2a58514a4e51d0cfd6",
+                "sha256:dd59c9dd58ae16eaa0f48c3d0cbe6be8ab4dc7247c3ff7db678edecbaf59327f",
+                "sha256:e06b9f6cdd772f9b665e5ba8161968e11e403774114420737f7884b5bd7bdf6f",
+                "sha256:e52d6ed9ea8fd3abf4031325dc714aed5afcbfa19ee4a89898d663c9976eb487",
+                "sha256:ea52f7328a36960ba3231c6677380fa67811b414798a6e071c7085c57b6d20a9",
+                "sha256:eaddd7804d8e77d67c28d154ae5fab203163bd0998769569861258e525039d2a",
+                "sha256:f0cf05ae2d3d87a8c9022f3885ac6dea2b751aefd66a4f200e408a61ae9b7f0d",
+                "sha256:f106e75c454288472dbe615accef8248c686958c2e7dd3b8d8ee2669770d020f",
+                "sha256:f166eafa78810ddb383e930d62e623d288fb04ec566d1b4790099ae0f31485f1",
+                "sha256:f1f6670b9ae3daedb325fa55fbe31c22c8228f6e0b513772c2e1c623caa6ab22",
+                "sha256:f4d3fa9b9f013f7050326e165c3279e22850d02ae544ace285674cb6174b5d6d",
+                "sha256:f8d8aa8dd89ffb9a831fedbcb27d00ffd9f4842107d52dc9d57e64cb34073d5c",
+                "sha256:f9d02b591a64e4e6ca18c5e3d925f11b559c763b950184a64cf47d74d7e41877",
+                "sha256:faa709b66ae0e24c8e5134033187a972d849d87ed0a12a0366bedcc6b5dc14a5",
+                "sha256:fb0caeac4a164aadce342f1597297ec0ce261ec4532bbc5a9ca8da5622f53867",
+                "sha256:fdb5204d17cb32b2de2d1e21c7461cabfacf17f3645e4b9039f210c5d3378bf3"
+            ],
+            "markers": "python_version >= '3.9'",
+            "version": "==1.20.0"
+        },
+        "zlib-state": {
+            "hashes": [
+                "sha256:001b5fb0af67e978e6d50b9ac8a1aed9d2411d8131c032eec3f02d65f23fb5a0",
+                "sha256:06ed845442af6fc8ad885037b1393c02ff1554638cd43ff8718ca1fb8999b7c7",
+                "sha256:0e633bd3fb65cd8c8f0fc5870cdd40354f218f815cc7a53fb525410251f06ab9",
+                "sha256:20811b7271c721baac2feb3f2b14aeda66e4989d6df2edc3242bab3a820e2279",
+                "sha256:33d731a7cdeb310dbe8ae7473ae5b06b7d905c6459791356de884944f734077f",
+                "sha256:3564eaa130f2533b87b82d0e622cfb5c25acec123e7bfe38d39db9ce6349cb52",
+                "sha256:45fcd1c322daac34785250a7b1d099402e62eb54e9318c952de6b527737d2776",
+                "sha256:4c27962a41070c863a9464a4e663df7716feb42cf28bec3dbafa35c68f7bd1b0",
+                "sha256:66dd680ef5c0d21fe1e673a4c68173feeda20f7933e3468c22c44d5960ebf621",
+                "sha256:83d246e7c56eca91b0dfa6757617b452c80af9dfc1c26c22cae83972dc3659e1",
+                "sha256:862b120477db67df4ad8af8c135fe134ae4051693d6a6abf1c208d9d1170d7d8",
+                "sha256:8686b95a3510066aea346b3baf4067f23488d1b4832b48ccdb4863e1968b00bd",
+                "sha256:8773ff5130999017178bdc52bea27d48eb9c78d2f113547a317474a5d24665e6",
+                "sha256:8baef0cd0ab9f9d556a35df3f57b8d0f8b4a49c3f028189ab401672939cf435d",
+                "sha256:97f45d0f80e9d7070229ecb36112eea6a17dc40053449a9c613ef837d9cb66b4",
+                "sha256:9bbfd191c908be2ba04319e57b4d166f9c625204c1a8c85d2eb968d9d7d14dcb",
+                "sha256:a8255a96bc6ff5964cc665e718ea1c8da4895bdc292536a32d11396d63524609",
+                "sha256:b2a0dec8c12a7df84435d3777f88c6fb424e5405c7151a3c219f18257f7830b7",
+                "sha256:b697d58ef519dbbe76361c0d37a605f599660119c2ddac70811995ebdcc8cc20",
+                "sha256:bfc20e1be15d7a29e3b29c12860727f5eed94dd3e5d55f087a27051b5c0a0d59",
+                "sha256:c22bc6ea28d1cbb717e7ba8254b12da5cff0820309d7ff46dba083d2dc44fd69",
+                "sha256:cc968a30b50a5cc6c0e45a6e756f370b6530445247631dcca526108a1278889c",
+                "sha256:cdb7cdf2515d8c70c6a99a331bf8c1486b3bda77371e951961272cc9888494e1",
+                "sha256:d2557c04013733022b14023edbf9a52000ecf5dfee530b925abe33e9eb2167ac",
+                "sha256:d3cdbffc1808590b03eb656f5eda2fd83f069e345ed0fdab90681252ab64b7ad",
+                "sha256:d4ceef43fde93b2626655b22a8c88768607e844ea3d2ca6429d79beeeda1a671",
+                "sha256:e96af2f329e0931e96030a7294b52821aecfa390fee8c12dc2d0a143b1dd2720",
+                "sha256:f76bfc69636b24c26521bbb2bacd26a3826ff57112d0b7801662a122ea98bec1"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==0.1.9"
+        },
         "zope.event": {
             "hashes": [
                 "sha256:2832e95014f4db26c47a13fdaef84cef2f4df37e66b59d8f1f4a8f319a632c26",
diff --git a/dbrepo-analyse-service/app.py b/dbrepo-analyse-service/app.py
index 96d57f1a1fea444a2d537a986178ea6a655fff41..db0bdbafdbe1b4456dbbfb3828d91446805fc33b 100644
--- a/dbrepo-analyse-service/app.py
+++ b/dbrepo-analyse-service/app.py
@@ -245,9 +245,8 @@ app.config["SPARK_ENDPOINT"] = os.getenv('SPARK_ENDPOINT', 'local[2]')
 app.config["METADATA_SERVICE_ENDPOINT"] = os.getenv('METADATA_SERVICE_ENDPOINT', 'http://localhost')
 app.config["SYSTEM_USERNAME"] = os.getenv('SYSTEM_USERNAME', 'admin')
 app.config["SYSTEM_PASSWORD"] = os.getenv('SYSTEM_PASSWORD', 'admin')
-app.config["OBJECT_SCORING_METHOD"] = os.getenv('OBJECT_SCORING_METHOD', 'cos1')
-app.config["UNIT_SCORING_METHOD"] = os.getenv('UNIT_SCORING_METHOD', 'cos2')
 app.config["CACHE_DIR"] = os.getenv('CACHE_DIR', './cache')
+app.config["CACHE_TYPE"] = os.getenv('CACHE_TYPE', 'filesystem')
 
 initialize_service.initialize_cache(cache, app.config["CACHE_DIR"])
 
diff --git a/dbrepo-analyse-service/data/object_ontologies/car/car_BGEM3FlagModelDense_encode.h5 b/dbrepo-analyse-service/data/object_ontologies/car/car_BGEM3FlagModelDense_encode.h5
new file mode 100644
index 0000000000000000000000000000000000000000..12c68efa43b0e0dcd878b53de5d0dda589e12c5d
Binary files /dev/null and b/dbrepo-analyse-service/data/object_ontologies/car/car_BGEM3FlagModelDense_encode.h5 differ
diff --git a/dbrepo-analyse-service/data/object_ontologies/fastfoodfacts/fastfoodfacts_BGEM3FlagModelDense_encode.h5 b/dbrepo-analyse-service/data/object_ontologies/fastfoodfacts/fastfoodfacts_BGEM3FlagModelDense_encode.h5
new file mode 100644
index 0000000000000000000000000000000000000000..a4384fa523ebcf91626bb5e8942ba02bbf5884b4
Binary files /dev/null and b/dbrepo-analyse-service/data/object_ontologies/fastfoodfacts/fastfoodfacts_BGEM3FlagModelDense_encode.h5 differ
diff --git a/dbrepo-analyse-service/data/unit_ontologies/om2/om2_BGEM3FlagModelDense_encode_with_unit_keyword.h5 b/dbrepo-analyse-service/data/unit_ontologies/om2/om2_BGEM3FlagModelDense_encode_with_unit_keyword.h5
new file mode 100644
index 0000000000000000000000000000000000000000..77a4510247694c42376d011fc9c8f6bd38df735a
Binary files /dev/null and b/dbrepo-analyse-service/data/unit_ontologies/om2/om2_BGEM3FlagModelDense_encode_with_unit_keyword.h5 differ
diff --git a/dbrepo-analyse-service/data/unit_ontologies/qudt/qudt_BGEM3FlagModelDense_encode_with_unit_keyword.h5 b/dbrepo-analyse-service/data/unit_ontologies/qudt/qudt_BGEM3FlagModelDense_encode_with_unit_keyword.h5
new file mode 100644
index 0000000000000000000000000000000000000000..8f78301c10c3c43054c239ce459edc1665ea8599
Binary files /dev/null and b/dbrepo-analyse-service/data/unit_ontologies/qudt/qudt_BGEM3FlagModelDense_encode_with_unit_keyword.h5 differ
diff --git a/dbrepo-analyse-service/data/unit_ontologies/ucum/ucum_BGEM3FlagModelDense_encode_with_unit_keyword.h5 b/dbrepo-analyse-service/data/unit_ontologies/ucum/ucum_BGEM3FlagModelDense_encode_with_unit_keyword.h5
new file mode 100644
index 0000000000000000000000000000000000000000..68d5136f490bfcf8799f4a3930c1132ace760442
Binary files /dev/null and b/dbrepo-analyse-service/data/unit_ontologies/ucum/ucum_BGEM3FlagModelDense_encode_with_unit_keyword.h5 differ
diff --git a/dbrepo-analyse-service/services/initialize_service.py b/dbrepo-analyse-service/services/initialize_service.py
index 17d8fede87eca438e96464740e87788894083ac6..9c197d1601d751073e78e9d2305f3a76312c7e64 100644
--- a/dbrepo-analyse-service/services/initialize_service.py
+++ b/dbrepo-analyse-service/services/initialize_service.py
@@ -1,5 +1,3 @@
-from flask import current_app
-
 import services.load_service as load_service
 from matching.embeddings import BGEMDense
 from matching.scoring import Levenshtein, CosineSimilarity, JaroWinkler, Jaccard, Lcsseq
@@ -30,8 +28,7 @@ def load_all():
     set_unit_embeddings(load_service._unit_ontology_files_information, are_units_created, unit_ontologies)
 
     # Match Service
-    init_match_service(scoring_methods, current_app.config["OBJECT_SCORING_METHOD"],
-                       current_app.config["UNIT_SCORING_METHOD"])
+    init_match_service(scoring_methods, "cos1", "cos2")
 
 
 def initialize_cache(cache, cache_dir):
diff --git a/dbrepo-auth-service/listeners/create-event-listener.jar b/dbrepo-auth-service/listeners/create-event-listener.jar
index 58ae18d12de1331078787969009290c78ef64c3b..cb4ba9e74c4c9694ff333208de11faaa732bab50 100644
Binary files a/dbrepo-auth-service/listeners/create-event-listener.jar and b/dbrepo-auth-service/listeners/create-event-listener.jar differ
diff --git a/dbrepo-gateway-service/dbrepo.conf b/dbrepo-gateway-service/dbrepo.conf
index 153d6fb7f50444c94fbcd2a29371f12833d20d6d..d0af75f4896644628f360deb8b39af4fb40a3575 100644
--- a/dbrepo-gateway-service/dbrepo.conf
+++ b/dbrepo-gateway-service/dbrepo.conf
@@ -109,6 +109,15 @@ server {
         proxy_read_timeout      90;
     }
 
+    location /api/ontology {
+        proxy_set_header        X-Real-IP $remote_addr;
+        proxy_set_header        X-Forwarded-For $proxy_add_x_forwarded_for;
+        proxy_set_header        X-Forwarded-Host $host;
+        proxy_set_header        X-Forwarded-Proto $scheme;
+        proxy_pass              http://analyse-service:8080;
+        proxy_read_timeout      90;
+    }
+
     location ~ "/api/database/([0-9a-f]{8}-[0-9a-f]{4}-[4][0-9a-f]{3}-[89ab][0-9a-f]{3}-[0-9a-f]{12})/table/([0-9a-f]{8}-[0-9a-f]{4}-[4][0-9a-f]{3}-[89ab][0-9a-f]{3}-[0-9a-f]{12})/(data|statistic|history)" {
         proxy_set_header        X-Real-IP $remote_addr;
         proxy_set_header        X-Forwarded-For $proxy_add_x_forwarded_for;
@@ -145,7 +154,7 @@ server {
         proxy_read_timeout      600;
     }
 
-    location ~ "/api/(database|concept|container|identifier|image|message|license|oai|ontology|unit|user)" {
+    location ~ "/api/(database|concept|container|identifier|image|message|license|oai|unit|user)" {
         proxy_set_header        X-Real-IP $remote_addr;
         proxy_set_header        X-Forwarded-For $proxy_add_x_forwarded_for;
         proxy_set_header        X-Forwarded-Host $host;
diff --git a/dbrepo-ui-new/requirements.txt b/dbrepo-ui-new/requirements.txt
deleted file mode 100644
index 607fa97eb38239c11fda50d1f7c58625e98635e7..0000000000000000000000000000000000000000
--- a/dbrepo-ui-new/requirements.txt
+++ /dev/null
@@ -1,37 +0,0 @@
-aiohappyeyeballs==2.4.4
-aiohttp==3.11.11
-aiosignal==1.3.2
-annotated-types==0.7.0
-attrs==24.3.0
-blinker==1.8.2
-certifi==2024.12.14
-charset-normalizer==3.4.1
-click==8.1.7
-colorama==0.4.6
-dbrepo==1.6.0
-Flask==3.0.3
-frozenlist==1.5.0
-idna==3.10
-itsdangerous==2.2.0
-Jinja2==3.1.4
-MarkupSafe==2.1.5
-multidict==6.1.0
-numpy==2.2.1
-pandas==2.2.3
-pika==1.3.2
-propcache==0.2.1
-pydantic==2.10.5
-pydantic_core==2.27.2
-python-dateutil==2.9.0.post0
-python-dotenv==1.0.1
-pytz==2024.2
-requests==2.32.3
-six==1.17.0
-tinydb==4.8.2
-tuspy==1.1.0
-typing_extensions==4.12.2
-tzdata==2024.2
-urllib3==2.3.0
-watchdog==5.0.2
-Werkzeug==3.0.4
-yarl==1.18.3
diff --git a/dbrepo-ui/Dockerfile b/dbrepo-ui/Dockerfile
index 966b7dbb3d1a17085732e852bcc64de713655586..4f94eb4115ef7d1f82e274bc1706d4a6b4c5908a 100644
--- a/dbrepo-ui/Dockerfile
+++ b/dbrepo-ui/Dockerfile
@@ -10,6 +10,7 @@ RUN bun install
 
 ENV NODE_ENV="production"
 
+COPY ./api ./api
 COPY ./assets ./assets
 COPY ./components ./components
 COPY ./composables ./composables
diff --git a/dbrepo-ui/api/so.api.service.js b/dbrepo-ui/api/so.api.service.js
new file mode 100644
index 0000000000000000000000000000000000000000..6f5053574c9a62e6da157bfd05a3af129013ff0f
--- /dev/null
+++ b/dbrepo-ui/api/so.api.service.js
@@ -0,0 +1,42 @@
+export default class SOApiService {
+  async post_matcher(url_method, _body) {
+    const requestOptions = {
+      method: 'POST',
+      headers: {
+        Accept: 'application/json',
+        'Content-Type': 'application/json',
+        'Access-Control-Allow-Origin': '*'
+      },
+      body: JSON.stringify(_body),
+    };
+    const config = useRuntimeConfig()
+    return await fetch(`${config.public.api.client}/api/ontology/${url_method}`, requestOptions)
+      .then((response) => {
+        return response;
+
+      }).catch((error) => {
+        console.log('post_matcher Error:', error);
+        return error;
+      });
+  }
+
+  async get_matcher(url_method, schema_id, source_filter, target_filter) {
+    const requestOptions = {
+      method: 'GET',
+      headers: {
+        Accept: 'application/json',
+        'Content-Type': 'application/json',
+        'Access-Control-Allow-Origin': '*'
+      },
+    };
+    const config = useRuntimeConfig()
+    return await fetch(`${config.public.api.client}/api/ontology/${url_method}?schema_id=${schema_id}&source_filter=${source_filter}&target_filter=${target_filter}`, requestOptions)
+      .then((response) => {
+        return response;
+
+      }).catch((error) => {
+        console.log('get_matcher Error:', error);
+        return error;
+      });
+  }
+}
diff --git a/dbrepo-ui/api/so.extractor.service.js b/dbrepo-ui/api/so.extractor.service.js
new file mode 100644
index 0000000000000000000000000000000000000000..9932b472bfc7dc79895aa0ccdab0281fffc52391
--- /dev/null
+++ b/dbrepo-ui/api/so.extractor.service.js
@@ -0,0 +1,70 @@
+export default class SOExtractorService {
+    extract_ontology_header_data(ontology_data) {
+        var data = [];
+  
+        for (let i = 0; i < ontology_data["data_ontology_names"].length; i++) {
+            data.push({guid: ontology_data["data_ontology_names"][i], id: ontology_data["data_ontology_names"][i], text: ":"+ontology_data["data_ontology_names"][i] + "  " + ontology_data["data_ontology_means"][i] + " +/- " + ontology_data["data_ontology_stds"][i]});
+        }
+        return data;
+    }
+
+    extract_ontology_winners_data_object(object_ontology, column_name){
+        var data = [];
+        var targets = object_ontology["data_ontology_winner_targets"][column_name];
+        var ontologies = object_ontology["data_ontology_winner_ontologies"][column_name];
+        var scores = object_ontology["data_ontology_winner_scores"][column_name];
+        var constraints = object_ontology["data_ontology_winner_constraint_bools"][column_name];
+  
+        for (let i = 0; i < targets.length; i++) {
+          var displayedName = targets[i] + "  " + scores[i] + " " + constraints[i]+ " :" + ontologies[i];
+          data.push({guid: targets[i]+ontologies[i], id: targets[i], text: displayedName, ontology: ontologies[i], score: scores[i], constraint: constraints[i]});
+        }
+        return this.addNoneColumn(data);
+    }
+
+    extract_ontology_winners_data_unit(unit_ontology, column_name){
+        var data = [];
+        var targets = unit_ontology["data_ontology_winner_targets"][column_name];
+        var ontologies = unit_ontology["data_ontology_winner_ontologies"][column_name];
+        var scores = unit_ontology["data_ontology_winner_scores"][column_name];
+        for (let i = 0; i < targets.length; i++) {
+          var displayedName = targets[i] + "  " + scores[i] + " :" + ontologies[i];
+          data.push({guid: targets[i]+ontologies[i], id: targets[i], text: displayedName, ontology: ontologies[i], score: scores[i], constraint: true});
+        }
+        return this.addNoneColumn(data);
+    }
+
+    addNoneColumn(data){
+        data.push({guid: "none", id: "none", text: "none", isDummy: true});
+        return data;
+    }
+
+    // Suggestions
+    extract_winner_ontology(so, type, ontology_data){
+        if(so.getHeaderOntologySelectionSuggested(type) == false) return so.getHeaderOntologySelection(type); // User selected by hand. No change.
+        so.setHeaderOntologySelection(type, ontology_data["data_ontology_names"][0], true);
+        return ontology_data["data_ontology_names"][0];
+    }
+
+    extract_winner_column(so, type, ontology_data, column_name){
+        if(so.getColumnSelectionSuggested(type, column_name) == false) return so.getColumnSelection(type, column_name); // User selected by hand. No change.
+        var targets = ontology_data["data_ontology_winner_targets"][column_name];
+        var ontologies = ontology_data["data_ontology_winner_ontologies"][column_name];
+        for (let i = 0; i < targets.length; i++) {
+            if (so.headerOntologySelections[type]?.suggested && ontologies[i] == ontology_data["data_ontology_names"][0]){ // User has no selection and Target is in the winner ontology
+                so.setColumnSelection(type, column_name, targets[i], ontologies[i], true);
+                if(i == 0){ // Target is the winner target
+                    return targets[i]+" "; //" " added to disable autoselect enforcement of v-combobox
+                };
+                return targets[i]+"*"; // Target is not the winner target
+            }
+            else if(!so.headerOntologySelections[type]?.suggested && ontologies[i] == so.headerOntologySelections[type].name){ // User has selection and Target is in the selected ontology
+                so.setColumnSelection(type, column_name, targets[i], ontologies[i], true);
+                if(i == 0){ // Target is the winner target
+                    return targets[i]+" ";
+                };
+                return targets[i]+"*"; // Target is not the winner target
+            }
+        }
+    }
+}
\ No newline at end of file
diff --git a/dbrepo-ui/api/so.service.js b/dbrepo-ui/api/so.service.js
new file mode 100644
index 0000000000000000000000000000000000000000..1e355eb939cc5191b2c27699a0faaebd7dcf56e7
--- /dev/null
+++ b/dbrepo-ui/api/so.service.js
@@ -0,0 +1,679 @@
+import SOApiService from '@/api/so.api.service'
+
+export default class SOService {
+
+    constructor() {
+      this.apiservice = null;
+      this.primary_keys = null;
+      this.id_columns = null;
+      this.column_names = null;
+      this.column_datatypes = null;
+      this.ignore_columns_for_unit = null;
+
+      this.schema_id = null;
+      this.object_ontology = null;
+      this.unit_ontology = null;
+
+      this.isLoaded = null;
+
+      this.headerOntologySelections = null;
+      this.objectSelections = {};
+      this.unitSelections = {};
+    }
+
+    async init(column_names, column_datatypes){
+      this.isLoaded = {object_header:false, unit_header:false, objects:{}, units:{}};
+      this.headerOntologySelections = {object:{name: null, suggested: null}, unit:{name: null, suggested: null}};
+
+      this.apiservice = new SOApiService();
+      this.primary_keys = [];
+      this.id_columns = column_names;
+      this.column_names = this.excludeSourcesDatatypesCompletely(column_names, column_datatypes);
+      this.ignore_columns_for_unit = this.excludeSourcesDatatypesUnitMatch(column_names, column_datatypes);
+      this.column_datatypes = column_datatypes;
+
+
+
+      console.warn(`Matching started. Please wait.`);
+      const response = await this.apiservice.post_matcher("match", {"schema_name": "None", "schema_columns": this.column_names, "schema_column_datatypes": this.column_datatypes, "ignore_columns_for_unit":this.ignore_columns_for_unit});
+      if (response.status == 200) {
+        let results = await response.json();
+        this.object_ontology = results["object_data"];
+        this.unit_ontology = results["unit_data"];
+        this.setLoaded(this.column_names);
+        this.schema_id = results["schema_id"];
+        this.initSelections(this.column_names);
+        console.info(`Matching completed.`);
+      }
+      else if(response.status == 404){
+        console.debug("Match Error");
+      }
+      else if(response.status == 500){
+        console.debug("Server Error");
+      }
+    }
+
+    excludeSourcesDatatypesCompletely(column_names, column_datatypes, filter=[]){
+      var columns_without_datatypes = [];
+      for (let i = 0; i < column_names.length; i++) {
+        if(!filter.includes(column_datatypes[column_names[i]])){
+          columns_without_datatypes.push(column_names[i]);
+        }
+      }
+      return columns_without_datatypes;
+    }
+
+    excludeSourcesDatatypesUnitMatch(column_names, column_datatypes, filter=["varchar", "text", "char", "timestamp"]){
+      var columns_to_exclude = [];
+      for (let i = 0; i < column_names.length; i++) {
+        if(filter.includes(column_datatypes[column_names[i]])){
+          columns_to_exclude.push(column_names[i]);
+        }
+      }
+      return columns_to_exclude;
+    }
+
+    async addColumn(new_column, new_column_datatype, index, hard_add=true, object=null, unit=null, show_toast=true, recurse_count=0){
+
+      if(show_toast) {
+        console.warn(`Adding new column.`);
+      }
+      // Prepare API Call data
+      if (this.headerOntologySelections.object?.suggested == false){
+        var also_indirect = true;
+        var indirect_influencer_ontology = this.headerOntologySelections.object.name;
+      }
+      else{
+        var also_indirect = false;
+        var indirect_influencer_ontology = null;
+      }
+      if(object == null){
+        var also_direct = false;
+        var direct_influencer_ontology = null;
+        var direct_influencer_ontology_targets = null;
+      }
+      else{
+        var also_direct = true;
+        var direct_influencer_ontology = object.ontology;
+        var direct_influencer_ontology_targets = [object.name];
+      }
+      var ignore_columns_for_unit = this.excludeSourcesDatatypesUnitMatch([new_column], {[new_column]:new_column_datatype});
+      const response = await this.apiservice.post_matcher("add/columns", {"schema_id":this.schema_id, "schema_name": "None", "new_columns": [new_column], "new_column_datatypes":[new_column_datatype], "also_indirect":also_indirect, "indirect_influencer_ontology":indirect_influencer_ontology, "also_direct":also_direct, "direct_influencer_ontology":direct_influencer_ontology, "direct_influencer_ontology_targets":direct_influencer_ontology_targets, "ignore_columns_for_unit":ignore_columns_for_unit});
+      if (response.status == 200) {
+        let results = await response.json();
+        // Add
+        if(hard_add){
+          this.id_columns.splice(index, 0, new_column);
+          this.objectSelections = Object.assign({[new_column]:{name: null, ontology:null, suggested: true}}, this.objectSelections);
+          this.unitSelections = Object.assign({[new_column]:{name: null, suggested: true}}, this.unitSelections);
+        }
+        else{
+          this.id_columns[index] = new_column;
+          this.objectSelections = Object.assign({[new_column]:object}, this.objectSelections);
+          this.unitSelections = Object.assign({[new_column]:unit}, this.unitSelections);
+        }
+        this.column_names.push(new_column);
+        this.column_datatypes = Object.assign({[new_column]:new_column_datatype}, this.column_datatypes);
+        var excludable = this.excludeSourcesDatatypesUnitMatch([new_column], {[new_column]:new_column_datatype});
+        this.ignore_columns_for_unit = this.ignore_columns_for_unit.concat(excludable);
+
+        // API Call (update headers)
+        this.object_ontology["data_ontology_names"] = results["object_statistics"]["data_ontology_names"];
+        this.object_ontology["data_ontology_means"] = results["object_statistics"]["data_ontology_means"];
+        this.object_ontology["data_ontology_stds"] = results["object_statistics"]["data_ontology_stds"];
+        this.unit_ontology["data_ontology_names"] = results["unit_statistics"]["data_ontology_names"];
+        this.unit_ontology["data_ontology_means"] = results["unit_statistics"]["data_ontology_means"];
+        this.unit_ontology["data_ontology_stds"] = results["unit_statistics"]["data_ontology_stds"];
+        this.disableIsLoadedHeader('object');
+        this.enableIsLoadedHeader('object');
+        this.disableIsLoadedHeader('unit');
+        this.enableIsLoadedHeader('unit');
+
+        this.schema_id = results["schema_id"];
+
+        // Data
+        this.object_ontology["data_ontology_winner_targets"] = Object.assign({[new_column]:results["partial_object_data"]["data_ontology_winner_targets"][new_column]}, this.object_ontology["data_ontology_winner_targets"]);
+        this.object_ontology["data_ontology_winner_ontologies"] = Object.assign({[new_column]:results["partial_object_data"]["data_ontology_winner_ontologies"][new_column]}, this.object_ontology["data_ontology_winner_ontologies"]);
+        this.object_ontology["data_ontology_winner_scores"] = Object.assign({[new_column]:results["partial_object_data"]["data_ontology_winner_scores"][new_column]}, this.object_ontology["data_ontology_winner_scores"]);
+        this.object_ontology["data_ontology_winner_constraint_bools"] = Object.assign({[new_column]:results["partial_object_data"]["data_ontology_winner_constraint_bools"][new_column]}, this.object_ontology["data_ontology_winner_constraint_bools"]);
+        this.unit_ontology["data_ontology_winner_targets"] = Object.assign({[new_column]:results["partial_unit_data"]["data_ontology_winner_targets"][new_column]}, this.unit_ontology["data_ontology_winner_targets"]);
+        this.unit_ontology["data_ontology_winner_ontologies"] = Object.assign({[new_column]:results["partial_unit_data"]["data_ontology_winner_ontologies"][new_column]}, this.unit_ontology["data_ontology_winner_ontologies"]);
+        this.unit_ontology["data_ontology_winner_scores"] = Object.assign({[new_column]:results["partial_unit_data"]["data_ontology_winner_scores"][new_column]}, this.unit_ontology["data_ontology_winner_scores"]);
+        this.isLoaded.objects = Object.assign({[new_column]:false}, this.isLoaded.objects);
+        this.isLoaded.units = Object.assign({[new_column]:false}, this.isLoaded.units);
+        this.isLoaded.objects[new_column] = true;
+        if(!excludable.includes(new_column)) this.isLoaded.units[new_column] = true;
+        else this.isLoaded.units[new_column] = false;
+
+        if(show_toast) {
+          console.debug(`Schema column added.`)
+        }
+      }
+      else if(response.status == 404 && recurse_count == 0){
+        console.warn(`Cache is deleted, reloading...`);
+        const isReloaded = await this.reload();
+        console.debug(`Reload completed.`);
+        if(isReloaded) await this.addColumn(new_column, new_column_datatype, index, hard_add, object, unit, show_toast, recurse_count+1);
+      }
+      else if(response.status == 500){
+        console.debug("Server Error on schema update.");
+      }
+      else{
+        console.debug("Possible multiple recursion on schema update.");
+      }
+    }
+
+    async deleteColumn(column_name, hard_delete=true, show_toast=true, recurse_count=0){
+      if(!this.id_columns.includes(column_name)){ // If column does not exist, return.
+        return;
+      }
+
+      if(show_toast) console.warn(`Deleting schema element.`);
+      const response = await this.apiservice.post_matcher("remove/columns", {"schema_id":this.schema_id, "schema_columns": [column_name]});
+      if (response.status == 200) {
+        let results = await response.json();
+
+        // Clean up
+        if(hard_delete){
+          if(this.primary_keys.includes(column_name)) this.primary_keys = this.primary_keys.filter(e => e !== column_name); // If primary key, remove from primary keys.
+          var index = this.id_columns.indexOf(column_name);
+          if (index > -1) this.id_columns.splice(index, 1);
+          delete this.objectSelections[column_name];
+          delete this.unitSelections[column_name];
+        }
+        index = this.column_names.indexOf(column_name);
+        if (index > -1) this.column_names.splice(index, 1);
+        delete this.column_datatypes[column_name];
+        index = this.ignore_columns_for_unit.indexOf(column_name);
+        if (index > -1) this.ignore_columns_for_unit.splice(index, 1);
+        delete this.isLoaded.objects[column_name];
+        delete this.isLoaded.units[column_name];
+
+        delete this.object_ontology["data_ontology_winner_targets"][column_name];
+        delete this.object_ontology["data_ontology_winner_ontologies"][column_name];
+        delete this.object_ontology["data_ontology_winner_scores"][column_name];
+        delete this.object_ontology["data_ontology_winner_constraint_bools"][column_name];
+        delete this.unit_ontology["data_ontology_winner_targets"][column_name];
+        delete this.unit_ontology["data_ontology_winner_ontologies"][column_name];
+        delete this.unit_ontology["data_ontology_winner_scores"][column_name];
+
+
+        // API Call (update headers)
+        this.object_ontology["data_ontology_names"] = results["object_statistics"]["data_ontology_names"];
+        this.object_ontology["data_ontology_means"] = results["object_statistics"]["data_ontology_means"];
+        this.object_ontology["data_ontology_stds"] = results["object_statistics"]["data_ontology_stds"];
+        this.unit_ontology["data_ontology_names"] = results["unit_statistics"]["data_ontology_names"];
+        this.unit_ontology["data_ontology_means"] = results["unit_statistics"]["data_ontology_means"];
+        this.unit_ontology["data_ontology_stds"] = results["unit_statistics"]["data_ontology_stds"];
+
+        this.disableIsLoadedHeader('object');
+        this.enableIsLoadedHeader('object');
+        this.disableIsLoadedHeader('unit');
+        this.enableIsLoadedHeader('unit');
+
+        this.schema_id = results["schema_id"];
+
+        if(show_toast) console.debug(`Schema element deleted.`);
+      }
+      else if(response.status == 404 && recurse_count == 0){
+        console.warn(`Cache is deleted, reloading...`);
+        const isReloaded = await this.reload();
+        console.debug(`Reload completed.`);
+        if(isReloaded) await this.deleteColumn(column_name, hard_delete, show_toast, recurse_count+1);
+      }
+      else if(response.status == 500){
+        console.debug("Server Error on schema update.");
+      }
+      else{
+        console.debug("Possible multiple recursion on schema update.");
+      }
+    }
+
+    async changeSourceName(id, new_column_data){
+      if(new_column_data.name==""){
+        console.warn(`Please set a valid name.`);
+        return;
+      }
+      else if(new_column_data.type==""){
+        console.warn(`Please set the data type.`);
+        return;
+      }
+      if(this.id_columns[id] !== "" && typeof this.id_columns[id] !== 'undefined'){ // Already existing column
+        console.warn(`Updating column name.`);
+        var old_column_name = this.id_columns[id];
+        await this.deleteColumn(old_column_name, false, false, 0) // Delete column from schema data.
+        await this.addColumn(new_column_data.name, new_column_data.type, id, false, this.objectSelections[old_column_name], this.unitSelections[old_column_name], false, 0); // Re-add column to schema data.
+        delete this.objectSelections[old_column_name];
+        delete this.unitSelections[old_column_name];
+        console.debug(`Column name updated.`);
+      }
+      else{ // New column
+        await this.addColumn(new_column_data.name, new_column_data.type, id, true, null, null, true, 0);
+      }
+    }
+
+    async changeEnumValues(id, new_column_data){
+      console.debug("Adding enum values are not supported in this version. Enums are threated as strings");
+    }
+
+    async changeSourceDatatype(id, new_column_data){
+      if(new_column_data.type==""){
+        console.warn(`Please set a valid type.`);
+        return;
+      }
+      else if(new_column_data.name=="") {
+        console.warn(`Please set the name.`);
+        return;
+      }
+
+      if(this.id_columns[id] !== "" && typeof this.id_columns[id] !== 'undefined'){ // Already existing column
+        console.warn(`Updating column data type.`);
+        var old_column_name = this.id_columns[id];
+        await this.deleteColumn(old_column_name, false, false, 0) // Delete column from schema data.
+        await this.addColumn(new_column_data.name, new_column_data.type, id, false, this.objectSelections[old_column_name], this.unitSelections[old_column_name], false, 0); // Add new column to schema data.
+        delete this.objectSelections[old_column_name];
+        delete this.unitSelections[old_column_name];
+        console.debug(`Column data type updated.`);
+      }
+      else{ // New column
+        await this.addColumn(new_column_data.name, new_column_data.type, id, true, null, null, true, 0);
+      }
+    }
+
+    async setPrimaryKeyColumn(id, column, datatype){
+      if(column == "" || datatype == ""){
+        console.warn(`Primary key cannot exist without an empty name or data type. Primary key selection will be ignored.`);
+      }
+
+      console.warn(`Setting primary key.`);
+      if(!this.primary_keys.includes(column)){ // If primary key is not in primary keys, set.
+        this.primary_keys.push(column);
+        await this.deleteColumn(column, false, false, 0); // Delete column from schema data.
+      }
+      else{ // If column is already included, remove it.
+        this.primary_keys = this.primary_keys.filter(e => e !== column); // Remove from primary keys.
+        await this.addColumn(column, datatype, id, false, this.objectSelections[column], this.unitSelections[column], false, 0); // Add old primary column to schema data.
+      }
+      console.debug(`Primary key has been set.`);
+    }
+
+
+    // UI Interactions
+    async ontologyInteraction(type, ontology){
+      if(type == 'object'){
+        if(ontology.id){ // Object header ontology selected
+            let exclude_sources = this.ignore_columns_for_unit.concat(this.getSelectedColumns()); // selected sources + excluded sources.
+            await this.indirectInfluence(ontology, exclude_sources); // Indirect influence call.
+
+            this.setHeaderOntologySelection(type, ontology.id, false);
+            this.disableAllIsLoadedUnits();
+            this.enableAllIsLoadedUnits();
+            this.disableIsLoadedHeader(type);
+            this.enableIsLoadedHeader(type);
+        }
+      }
+      else if(type == 'unit'){
+        if(ontology.id){ // Unit header ontology selected
+            this.setHeaderOntologySelection(type, ontology.id, false);
+            this.disableIsLoadedHeader(type);
+            this.enableIsLoadedHeader(type);
+        }
+      }
+    }
+
+    async columnInteraction(type, source, object){
+      if(object?.isDummy) this.setColumnSelection(type, source, object.id, null, false); // None is selected
+      else if(object?.id){ // Object or unit is selected
+        if(type == 'object'){
+          await this.directInfluence(source, object); // Direct influence call.
+          this.setColumnSelection(type, source, object.id, object.ontology, false);
+          this.disableIsLoaded('object', source);
+          this.enableIsLoaded('object', source);
+          this.disableIsLoaded('unit', source);
+          this.enableIsLoaded('unit', source);
+        }
+        else if(type == 'unit'){
+          this.setColumnSelection(type, source, object.id, null, false);
+          this.disableIsLoaded(type, source);
+          this.enableIsLoaded(type, source);
+        }
+      }
+      else if(object != null){ // Object or unit is searched
+        this.search(type, source, object); // Search call
+        this.disableIsLoaded(type, source);
+        this.enableIsLoaded(type, source);
+      }
+    }
+
+    // API Procedures
+    async indirectInfluence(ontology, exclude_sources, recurse_count=0){
+      console.warn(`Indirect influencing initiated. Please wait.`);
+      const response = await this.apiservice.post_matcher("influence/indirect", {"schema_id": this.schema_id, "influencer_ontology": ontology.id, "exclude_sources": exclude_sources}); // Influence call.
+      if(response.status == 200){
+        let results = await response.json();
+        this.unit_ontology = results["data"];
+        console.debug(`Indirect influencing completed.`);
+      }
+      else if(response.status == 404 && recurse_count == 0){
+        console.warn(`Cache is deleted, reloading...`);
+        const isReloaded = await this.reload();
+        console.debug(`Reload completed.`);
+        if(isReloaded) await this.indirectInfluence(ontology, exclude_sources, recurse_count+1);
+      }
+      else if(response.status == 500){
+        console.debug("Server Error on indirect influence.");
+      }
+      else{
+        console.debug("Possible multiple recursion on indirect influence.");
+      }
+    }
+
+    async directInfluence(source, object, recurse_count=0){
+      if(this.ignore_columns_for_unit.includes(source)) return; // If source is excluded, return.
+      if(object.isDummy == true) return; // If object is dummy, return.
+      if(!this.returnUnitSuggested(source)) return; // If unit is not suggested, return.
+      console.warn(`Direct influencing initiated. Please wait.`);
+      const response = await this.apiservice.post_matcher("influence/direct", {"schema_id": this.schema_id, "influencer_ontology": object.ontology, "sources": [source], "influencer_targets":[object.id]});
+      if(response.status == 200){
+        let results = await response.json();
+        this.unit_ontology = results["data"];
+        console.debug(`Direct influencing completed.`);
+      }
+      else if(response.status == 404 && recurse_count == 0){
+        console.warn(`Cache is deleted, reloading...`);
+        const isReloaded = await this.reload();
+        console.debug(`Reload completed.`);
+        if(isReloaded) await this.directInfluence(source, object, recurse_count+1);
+      }
+      else if(response.status == 500){
+        console.debug("Server Error on direct influence.");
+      }
+      else{
+        console.debug("Possible multiple recursion on direct influence.");
+      }
+    }
+
+    async search(type, source, object, recurse_count=0){
+      console.warn(`Searching initiated. Please wait.`, {duration: 5000, dismissible: true});
+      const response = await this.apiservice.get_matcher("match/"+type+"/specific", this.schema_id, source, object);
+      if(response.status == 200){
+        let response_json = await response.json();
+        let data = response_json["data"];
+        for (let i = 0; i < data["data_ontology_targets"][source].length; i++) {
+          if (type == 'object'){
+            this.object_ontology["data_ontology_winner_targets"][source] = data["data_ontology_targets"][source];
+            this.object_ontology["data_ontology_winner_ontologies"][source] = data["data_ontology_winner_ontologies"][source];
+            this.object_ontology["data_ontology_winner_scores"][source] = data["data_ontology_scores"][source];
+            this.object_ontology["data_ontology_winner_constraint_bools"][source] = data["data_ontology_constraint_bools"][source];
+          }
+          else if (type == 'unit'){
+            this.unit_ontology["data_ontology_winner_targets"][source] = data["data_ontology_targets"][source];
+            this.unit_ontology["data_ontology_winner_ontologies"][source] = data["data_ontology_winner_ontologies"][source];
+            this.unit_ontology["data_ontology_winner_scores"][source] = data["data_ontology_scores"][source];
+          }
+        }
+        console.debug(`Search completed.`, {duration: 5000, dismissible: true});
+      }
+      else if(response.status == 404 && recurse_count == 0){
+        console.warn(`Cache is deleted, reloading...`);
+        const isReloaded = await this.reload();
+        console.debug(`Reload completed.`);
+        if(isReloaded) await this.search(type, source, object, recurse_count+1);
+      }
+      else if(response.status == 500){
+        console.debug("Server Error on search.");
+      }
+      else{
+        console.debug("Possible multiple recursion on search.");
+      }
+    }
+
+
+    // Reload Procedures
+    async reload(){
+      const matchIsReloaded = await this.reloadMatch();
+      if(matchIsReloaded){
+        const indirectIsReloaded = await this.reloadIndirectInfluence();
+        if(indirectIsReloaded) return await this.reloadDirectInfluences();
+      }
+      return false; // If any of the reloads fail.
+    }
+
+    async reloadMatch(){
+      var body = {"directive": "object_unit", "schema_name": "None", "schema_columns": this.column_names, "schema_column_datatypes": this.column_datatypes, "ignore_columns_for_unit":this.ignore_columns_for_unit, "schema_hash":null, "indirect_influencer_ontology":null, "exclude_sources":null, "direct_influencer_ontology":null, "direct_influencer_ontology_targets":null, "sources":null};
+      const response = await this.apiservice.post_matcher("reload", body)
+      if(response.status == 200){ // Initial load successfull.
+        let results = await response.json();
+        this.schema_id = results["schema_id"];
+        return true;
+      }
+      else{
+        return false;
+      }
+    }
+
+    async reloadIndirectInfluence(){
+      if(this.headerOntologySelections.object?.suggested == false){ // User Selected an Ontology (Indirect influence)
+        var body = {"directive": "indirect", "schema_name": "None", "schema_columns": null, "schema_column_datatypes": null, "schema_hash":this.schema_id, "indirect_influencer_ontology":this.headerOntologySelections.object.name, "exclude_sources":this.ignore_columns_for_unit, "ignore_columns_for_unit":this.ignore_columns_for_unit, "direct_influencer_ontology":null, "direct_influencer_ontology_targets":null, "sources":null};
+        let exclude_sources = this.getSelectedColumns();
+        body.exclude_sources = exclude_sources;
+
+        const response_indirect = await this.apiservice.post_matcher("reload", body)
+        if(response_indirect.status == 200){ // Indirect influence successfull.
+          console.debug("Reload: Indirect", this.headerOntologySelections.object.name, "influence successfull.");
+          return true;
+        }
+        else{
+          return false;
+        }
+      }
+      else{ // User did not select an ontology (no indirect).
+        return true;
+      }
+    }
+
+    async reloadDirectInfluences(){
+      let ontology_column_target = this.getValidSelectedSourceObjectPairs();
+      if(Object.keys(ontology_column_target).length != 0) {  // User selected columns
+        var body = {"directive": "direct", "schema_name": "None", "schema_columns": null, "schema_column_datatypes": null, "schema_hash":this.schema_id, "indirect_influencer_ontology":null, "exclude_sources":null, "ignore_columns_for_unit":this.ignore_columns_for_unit, "direct_influencer_ontology":null, "direct_influencer_ontology_targets":null, "sources":null};
+
+        var influencer_target_ontologies = Object.keys(ontology_column_target);
+        var count_direct_influences = 0;
+
+        for (let i = 0; i < influencer_target_ontologies.length; i++) {
+
+          body.direct_influencer_ontology = influencer_target_ontologies[i];
+          body.sources = ontology_column_target[influencer_target_ontologies[i]].sources;
+          body.direct_influencer_ontology_targets = ontology_column_target[influencer_target_ontologies[i]].influencer_targets;
+          const response_direct = await this.apiservice.post_matcher("reload", body)
+
+          if(response_direct.status == 200){ // Direct influence successfull.
+            console.debug("Reload: Direct influence for", ontology_column_target[influencer_target_ontologies[i]].influencer_targets, "successfull.");
+            count_direct_influences += 1;
+          }
+        }
+        if(count_direct_influences == influencer_target_ontologies.length){ // All direct influences successfull.
+          return true;
+        }
+        else{
+          return false;
+        }
+      }
+      else{ // User did not select a column
+        return true;
+      }
+    }
+
+    // Selections
+    initSelections(column_names){
+      for (let i = 0; i < column_names.length; i++) {
+        this.objectSelections[column_names[i]] = {name: null, ontology:null, suggested: true};
+        this.unitSelections[column_names[i]] = {name: null, suggested: true};
+      }
+    }
+    setHeaderOntologySelection(type, name, isSuggested){
+      if(type == 'object'){
+        this.headerOntologySelections.object.name = name;
+
+        this.headerOntologySelections.object.suggested = isSuggested;
+      }
+      else if(type == 'unit'){
+        this.headerOntologySelections.unit.name = name;
+
+        this.headerOntologySelections.unit.suggested = isSuggested;
+      }
+    }
+    setColumnSelection(type, source, target, target_ontology, isSuggested){
+      if(type == 'object'){
+        if(!(source in this.objectSelections) || !this.objectSelections[source]){
+          this.objectSelections[source] = {name: target, ontology: target_ontology, suggested: isSuggested};
+        }
+        else{
+          this.objectSelections[source].name = target;
+          this.objectSelections[source].ontology = target_ontology;
+          this.objectSelections[source].suggested = isSuggested;
+        }
+      }
+      else if(type == 'unit'){
+        if(!(source in this.unitSelections) || !this.unitSelections[source]){
+          this.unitSelections[source] = {name: target, suggested: isSuggested};
+        }
+        else{
+          this.unitSelections[source].name = target;
+          this.unitSelections[source].suggested = isSuggested;
+        }
+      }
+    }
+
+    getHeaderOntologySelection(type){
+      if(type == 'object'){
+        return this.headerOntologySelections.object.name;
+      }
+      else if(type == 'unit'){
+        return this.headerOntologySelections.unit.name;
+      }
+    }
+
+    getHeaderOntologySelectionSuggested(type){
+      if(type == 'object'){
+        return this.headerOntologySelections.object.suggested;
+      }
+      else if(type == 'unit'){
+        return this.headerOntologySelections.unit.suggested;
+      }
+    }
+
+    getColumnSelection(type, source){
+      if(type == 'object'){
+        return this.objectSelections[source].name;
+      }
+      else if(type == 'unit'){
+        return this.unitSelections[source].name;
+      }
+    }
+
+    getColumnSelectionSuggested(type, source){
+      if(type == 'object'){
+        return this.objectSelections[source]?.suggested;
+      }
+      else if(type == 'unit'){
+        return this.unitSelections[source]?.suggested;
+      }
+    }
+
+    getSelectedColumns(){
+      var selectedColumns = [];
+      for (const [key, value] of Object.entries(this.objectSelections)) {
+
+        if(value?.suggested == false){
+          selectedColumns.push(key);
+        }
+      }
+      for (const [key, value] of Object.entries(this.unitSelections)) {
+
+        if(value?.suggested == false){
+          selectedColumns.push(key);
+        }
+      }
+      return selectedColumns;
+    }
+
+    returnUnitSuggested(column_name){
+      if(this.unitSelections[column_name]?.isDummy == true) return false;
+
+      if(this.unitSelections[column_name]?.name !== 'undefined' && this.unitSelections[column_name]?.name != null) return this.unitSelections[column_name]?.suggested;
+      console.debug("Column ", column_name, "does not exist!")
+      return false;
+    }
+
+    getValidSelectedSourceObjectPairs(){
+      var selected = {};
+      for (const [key, value] of Object.entries(this.objectSelections)) {
+
+        if(value?.suggested == false && value.isDummy !== true && !this.ignore_columns_for_unit.includes(value.name) && this.returnUnitSuggested(value.name)){ // If user selected and not suggested and not excluded and unit is suggested
+          if(selected[value.ontology] !== undefined){ // If ontology already appended
+            selected[value.ontology].sources.push(key);
+            selected[value.ontology].influencer_targets.push(value.name);
+
+          }
+          else{ // If ontology not appended
+            selected[value.ontology] = {sources:[key], influencer_targets:[value.name]};
+          }
+        }
+      }
+      return selected;
+    }
+
+    setLoaded(column_names){
+      this.isLoaded.object_header = true;
+      this.isLoaded.unit_header = true;
+      for (let i = 0; i < column_names.length; i++) {
+        this.isLoaded.objects[column_names[i]] =  true;
+        if(this.ignore_columns_for_unit.includes(column_names[i])) continue;
+        this.isLoaded.units[column_names[i]] = true;
+      }
+    }
+    disableIsLoadedHeader(type){
+      if(type == 'object'){
+        this.isLoaded.object_header = false;
+      }
+      else if(type == 'unit'){
+        this.isLoaded.unit_header = false;
+      }
+    }
+    enableIsLoadedHeader(type){
+      if(type == 'object'){
+        this.isLoaded.object_header = true;
+      }
+      else if(type == 'unit'){
+        this.isLoaded.unit_header = true;
+      }
+    }
+    disableAllIsLoadedUnits(){
+      for (const [key, value] of Object.entries(this.isLoaded.units)) {
+        this.isLoaded.units[key] = false;
+      }
+    }
+    enableAllIsLoadedUnits(){
+      for (const [key, value] of Object.entries(this.isLoaded.units)) {
+        this.isLoaded.units[key] = true;
+      }
+    }
+    disableIsLoaded(type, source){
+      if(type == 'object'){
+        this.isLoaded.objects[source] = false;
+      }
+      else if(type == 'unit'){
+        this.isLoaded.units[source] = false;
+      }
+    }
+    enableIsLoaded(type, source){
+      if(type == 'object'){
+        this.isLoaded.objects[source] = true;
+      }
+      else if(type == 'unit'){
+        this.isLoaded.units[source] = true;
+      }
+    }
+
+}
diff --git a/dbrepo-ui/bun.lockb b/dbrepo-ui/bun.lockb
index d455f25e4329f14f8ca9973e541a3a5a1bba5281..a4bc73dcd16c8e4a59a34fd431a7acf3a20627fa 100755
Binary files a/dbrepo-ui/bun.lockb and b/dbrepo-ui/bun.lockb differ
diff --git a/dbrepo-ui/components/table/TableSchema.vue b/dbrepo-ui/components/table/TableSchema.vue
index f7cb3b3eb09a7d708a4cef5dce9d9e402ad7fc0b..a5553f2f750131f1df0b46a25fc248e4735a3f71 100644
--- a/dbrepo-ui/components/table/TableSchema.vue
+++ b/dbrepo-ui/components/table/TableSchema.vue
@@ -15,6 +15,38 @@
           </v-alert>
         </v-col>
       </v-row>
+      <v-row>
+        <v-col
+          lg="8">
+          <v-combobox
+            disable-sort
+            label="Object Ontology"
+            :value="extractor.extract_winner_ontology(so, 'object', so.object_ontology)"
+            v-if="getIsLoaded.object_header == true"
+            :items="extractor.extract_ontology_header_data(so.object_ontology)"
+            :style="{'font-weight': `${so.headerOntologySelections.object?.suggested == true ? 'normal' : 'bold'}`}"
+            item-value="guid"
+            item-text="text"
+            v-on:change="so.ontologyInteraction('object', $event)"
+            variant="underlined" />
+        </v-col>
+      </v-row>
+      <v-row>
+        <v-col
+          lg="8">
+          <v-combobox
+            disable-sort
+            label="Unit Ontology"
+            :value="extractor.extract_winner_ontology(so, 'unit', so.unit_ontology)"
+            v-if="getIsLoaded.unit_header == true"
+            :items="extractor.extract_ontology_header_data(so.unit_ontology)"
+            :style="{'font-weight': `${so.headerOntologySelections.unit?.suggested == true ? 'normal' : 'bold'}`}"
+            item-value="guid"
+            item-text="text"
+            v-on:change="so.ontologyInteraction('unit', $event)"
+            variant="underlined" />
+        </v-col>
+      </v-row>
       <v-row
         v-for="(c, idx) in columns"
         :key="`r-${idx}`"
@@ -198,6 +230,8 @@
 
 <script>
 import { useCacheStore } from '@/stores/cache.js'
+import SOExtractorService from '@/api/so.extractor.service'
+import SOService from '@/api/so.service'
 
 export default {
   props: {
@@ -228,6 +262,10 @@ export default {
   },
   data () {
     return {
+      schema_id: null,
+      extractor: new SOExtractorService(),
+      so: new SOService(),
+      finished: false,
       valid: false,
       columnTypes: [],
       loadColumn: false,
@@ -253,6 +291,12 @@ export default {
         return false
       }
       return this.columns.filter(c => c.primary_key).length === 0
+    },
+    getColumns(){
+      return Object.assign({}, this.columns);
+    },
+    getIsLoaded(){
+      return Object.assign({}, this.so.isLoaded);
     }
   },
   watch: {
@@ -260,6 +304,29 @@ export default {
       handler () {
         this.$emit('schema-valid', { valid: this.valid })
       }
+    },
+    getColumns: {
+      deep: true,
+      handler (newValue, oldValue) {
+        if (Object.keys(oldValue).length == 0 && Object.keys(newValue).length > 0) { // initial
+          var column_names = [];
+          var column_datatypes = {};
+          for (let i = 0; i < this.columns.length; i++) {
+            const c = this.columns[i];
+            column_names.push(c.name);
+            column_datatypes[c.name] = c.type;
+          }
+          this.so.init(column_names, column_datatypes);
+        } else if (Object.keys(oldValue).length-Object.keys(newValue).length == 1) { // remove column
+          var removed_column = null;  // find the removed column
+          oldValue = Object.values(oldValue).map(value => value.name);
+          newValue = Object.values(newValue).map(value => value.name);
+          var removed_column = oldValue.filter(x => !newValue.includes(x));
+          if(removed_column.length > 0) this.so.deleteColumn(removed_column[0]); // Only one column can be removed at a time
+        }
+        else if (Object.keys(oldValue).length-Object.keys(newValue).length == -1) {} // add column: implicitly done in changeSourceName and changeSourceDatatype
+        else {}
+      }
     }
   },
   mounted () {
diff --git a/helm/dbrepo/files/create-event-listener.jar b/helm/dbrepo/files/create-event-listener.jar
index 58ae18d12de1331078787969009290c78ef64c3b..cb4ba9e74c4c9694ff333208de11faaa732bab50 100644
Binary files a/helm/dbrepo/files/create-event-listener.jar and b/helm/dbrepo/files/create-event-listener.jar differ