classify now

Pipfile

@@ -12,6 +12,7 @@ numpy = "*"
 jupyterlab = "*"
 sentencepiece = "*"
 protobuf = "==3.20.*"
+streamlit = "*"
 
 [dev-packages]
 

Pipfile.lock

@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "b21aa89f173a938ef591f263360c8d38412e3c867e4e57fb1da05155abb588d5"
+            "sha256": "2d91c9b0600e942c9d16b0ec212948eeead73a24c29630d9221c7f03376b5d8c"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -32,6 +32,14 @@
             "markers": "python_version >= '3.7'",
             "version": "==0.18.0"
         },
+        "altair": {
+            "hashes": [
+                "sha256:39399a267c49b30d102c10411e67ab26374156a84b1aeb9fcd15140429ba49c5",
+                "sha256:8b45ebeaf8557f2d760c5c77b79f02ae12aee7c46c27c06014febab6f849bc87"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==4.2.2"
+        },
         "antlr4-python3-runtime": {
             "hashes": [
                 "sha256:f224469b4168294902bb1efa80a8bf7855f24c99aef99cbefc1bcd3cce77881b"
@@ -149,6 +157,14 @@
             "markers": "python_version >= '3.7'",
             "version": "==6.0.0"
         },
+        "blinker": {
+            "hashes": [
+                "sha256:2ddfa223483ce8f24ecd2723e0e27cd4388ef19bef1d76b09a3dae93033db231",
+                "sha256:8fa2dc7c28c15c8ddfd8b3a21834790984c7e4a89b336dc3f45eeb70e0c5a407"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==1.6.1"
+        },
         "build": {
             "hashes": [
                 "sha256:af266720050a66c893a6096a2f410989eeac74ff9a68ba194b3f6473e8e26171",
@@ -425,6 +441,14 @@
             "markers": "python_version >= '3.8'",
             "version": "==3.1.12"
         },
+        "entrypoints": {
+            "hashes": [
+                "sha256:b706eddaa9218a19ebcd67b56818f05bb27589b1ca9e8d797b74affad4ccacd4",
+                "sha256:f174b5ff827504fd3cd97cc3f8649f3693f51538c7e4bdf3ef002c8429d42f9f"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==0.4"
+        },
         "executing": {
             "hashes": [
                 "sha256:0314a69e37426e3608aada02473b4161d4caf5a4b244d1d0c48072b8fee7bacc",
@@ -568,7 +592,7 @@
                 "sha256:b85d0567b8666149a93172712e68920734333c0ce7e89b78b3e987f71e5ed4f9",
                 "sha256:cdf6525904cc597730141d61b36f2e4b8ecc257c420fa2f4549bac2c2d0cb72f"
             ],
-            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2'",
+            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==0.10.0"
         },
         "json5": {
@@ -1002,34 +1026,36 @@
         },
         "pandas": {
             "hashes": [
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-                "sha256:9253edfd015520ce77a9343eb7097429479c039cd3ebe81d7810ea11b4b24695",
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+                "sha256:74a3fd7e5a7ec052f183273dc7b0acd3a863edf7520f5d3a1765c04ffdb3b0b1",
+                "sha256:7a0a56cef15fd1586726dace5616db75ebcfec9179a3a55e78f72c5639fa2a23",
+                "sha256:7cec0bee9f294e5de5bbfc14d0573f65526071029d036b753ee6507d2a21480a",
+                "sha256:87bd9c03da1ac870a6d2c8902a0e1fd4267ca00f13bc494c9e5a9020920e1d51",
+                "sha256:972d8a45395f2a2d26733eb8d0f629b2f90bebe8e8eddbb8829b180c09639572",
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+                "sha256:9f69c4029613de47816b1bb30ff5ac778686688751a5e9c99ad8c7031f6508e5",
+                "sha256:a50d9a4336a9621cab7b8eb3fb11adb82de58f9b91d84c2cd526576b881a0c5a",
+                "sha256:bc4c368f42b551bf72fac35c5128963a171b40dce866fb066540eeaf46faa003",
+                "sha256:c39a8da13cede5adcd3be1182883aea1c925476f4e84b2807a46e2775306305d",
+                "sha256:c3ac844a0fe00bfaeb2c9b51ab1424e5c8744f89860b138434a363b1f620f354",
+                "sha256:c4c00e0b0597c8e4f59e8d461f797e5d70b4d025880516a8261b2817c47759ee",
+                "sha256:c74a62747864ed568f5a82a49a23a8d7fe171d0c69038b38cedf0976831296fa",
+                "sha256:dd05f7783b3274aa206a1af06f0ceed3f9b412cf665b7247eacd83be41cf7bf0",
+                "sha256:dfd681c5dc216037e0b0a2c821f5ed99ba9f03ebcf119c7dac0e9a7b960b9ec9",
+                "sha256:e474390e60ed609cec869b0da796ad94f420bb057d86784191eefc62b65819ae",
+                "sha256:f76d097d12c82a535fda9dfe5e8dd4127952b45fea9b0276cb30cca5ea313fbc"
             ],
             "index": "pypi",
-            "version": "==2.0.0"
+            "version": "==1.5.3"
         },
         "pandocfilters": {
             "hashes": [
@@ -1062,6 +1088,78 @@
             ],
             "version": "==0.7.5"
         },
+        "pillow": {
+            "hashes": [
+                "sha256:07999f5834bdc404c442146942a2ecadd1cb6292f5229f4ed3b31e0a108746b1",
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+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==9.5.0"
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         "pip": {
             "hashes": [
                 "sha256:236bcb61156d76c4b8a05821b988c7b8c35bf0da28a4b614e8d6ab5212c25c6f",
@@ -1172,6 +1270,37 @@
             ],
             "version": "==0.2.2"
         },
+        "pyarrow": {
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+                "sha256:ccbf29a0dadfcdd97632b4f7cca20a966bb552853ba254e874c66934931b9841",
+                "sha256:da93340fbf6f4e2a62815064383605b7ffa3e9eeb320ec839995b1660d69f89b",
+                "sha256:e217d001e6389b20a6759392a5ec49d670757af80101ee6b5f2c8ff0172e02ca",
+                "sha256:f010ce497ca1b0f17a8243df3048055c0d18dcadbcc70895d5baf8921f753de5",
+                "sha256:f12932e5a6feb5c58192209af1d2607d488cb1d404fbc038ac12ada60327fa34"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==11.0.0"
+        },
         "pycparser": {
             "hashes": [
                 "sha256:8ee45429555515e1f6b185e78100aea234072576aa43ab53aefcae078162fca9",
@@ -1179,6 +1308,14 @@
             ],
             "version": "==2.21"
         },
+        "pydeck": {
+            "hashes": [
+                "sha256:07edde833f7cfcef6749124351195aa7dcd24663d4909fd7898dbd0b6fbc01ec",
+                "sha256:a8fa7757c6f24bba033af39db3147cb020eef44012ba7e60d954de187f9ed4d5"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==0.8.0"
+        },
         "pygments": {
             "hashes": [
                 "sha256:b3ed06a9e8ac9a9aae5a6f5dbe78a8a58655d17b43b93c078f094ddc476ae297",
@@ -1187,6 +1324,14 @@
             "markers": "python_version >= '3.6'",
             "version": "==2.14.0"
         },
+        "pympler": {
+            "hashes": [
+                "sha256:993f1a3599ca3f4fcd7160c7545ad06310c9e12f70174ae7ae8d4e25f6c5d3fa",
+                "sha256:d260dda9ae781e1eab6ea15bacb84015849833ba5555f141d2d9b7b7473b307d"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==1.0.1"
+        },
         "pyproject-hooks": {
             "hashes": [
                 "sha256:283c11acd6b928d2f6a7c73fa0d01cb2bdc5f07c57a2eeb6e83d5e56b97976f8",
@@ -1233,7 +1378,7 @@
                 "sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86",
                 "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"
             ],
-            "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": "==2.8.2"
         },
         "python-json-logger": {
@@ -1270,6 +1415,14 @@
             ],
             "version": "==2023.3"
         },
+        "pytz-deprecation-shim": {
+            "hashes": [
+                "sha256:8314c9692a636c8eb3bda879b9f119e350e93223ae83e70e80c31675a0fdc1a6",
+                "sha256:af097bae1b616dde5c5744441e2ddc69e74dfdcb0c263129610d85b87445a59d"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
+            "version": "==0.1.0.post0"
+        },
         "pyyaml": {
             "hashes": [
                 "sha256:01b45c0191e6d66c470b6cf1b9531a771a83c1c4208272ead47a3ae4f2f603bf",
@@ -1568,7 +1721,7 @@
                 "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"
         },
         "smmap": {
@@ -1602,6 +1755,14 @@
             ],
             "version": "==0.6.2"
         },
+        "streamlit": {
+            "hashes": [
+                "sha256:05862598952a9126e16652caa5bc88eeeea7b2773af252e2daccf1c84ceaaef4",
+                "sha256:c72d9639508679c5e411d1f886d213777759501d01975285c049dc30db463c1a"
+            ],
+            "index": "pypi",
+            "version": "==1.21.0"
+        },
         "sympy": {
             "hashes": [
                 "sha256:938f984ee2b1e8eae8a07b884c8b7a1146010040fccddc6539c54f401c8f6fcf",
@@ -1683,7 +1844,7 @@
                 "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b",
                 "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"
             ],
-            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2'",
+            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==0.10.2"
         },
         "tomli": {
@@ -1694,6 +1855,14 @@
             "markers": "python_version < '3.11'",
             "version": "==2.0.1"
         },
+        "toolz": {
+            "hashes": [
+                "sha256:2059bd4148deb1884bb0eb770a3cde70e7f954cfbbdc2285f1f2de01fd21eb6f",
+                "sha256:88c570861c440ee3f2f6037c4654613228ff40c93a6c25e0eba70d17282c6194"
+            ],
+            "markers": "python_version >= '3.5'",
+            "version": "==0.12.0"
+        },
         "toposort": {
             "hashes": [
                 "sha256:bfbb479c53d0a696ea7402601f4e693c97b0367837c8898bc6471adfca37a6bd",
@@ -1815,6 +1984,14 @@
             "markers": "python_version >= '2'",
             "version": "==2023.3"
         },
+        "tzlocal": {
+            "hashes": [
+                "sha256:3f21d09e1b2aa9f2dacca12da240ca37de3ba5237a93addfd6d593afe9073355",
+                "sha256:b44c4388f3d34f25862cfbb387578a4d70fec417649da694a132f628a23367e2"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==4.3"
+        },
         "uri-template": {
             "hashes": [
                 "sha256:934e4d09d108b70eb8a24410af8615294d09d279ce0e7cbcdaef1bd21f932b06",
@@ -1830,6 +2007,46 @@
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
             "version": "==1.26.15"
         },
+        "validators": {
+            "hashes": [
+                "sha256:24148ce4e64100a2d5e267233e23e7afeb55316b47d30faae7eb6e7292bc226a"
+            ],
+            "markers": "python_version >= '3.4'",
+            "version": "==0.20.0"
+        },
+        "watchdog": {
+            "hashes": [
+                "sha256:0e06ab8858a76e1219e68c7573dfeba9dd1c0219476c5a44d5333b01d7e1743a",
+                "sha256:13bbbb462ee42ec3c5723e1205be8ced776f05b100e4737518c67c8325cf6100",
+                "sha256:233b5817932685d39a7896b1090353fc8efc1ef99c9c054e46c8002561252fb8",
+                "sha256:25f70b4aa53bd743729c7475d7ec41093a580528b100e9a8c5b5efe8899592fc",
+                "sha256:2b57a1e730af3156d13b7fdddfc23dea6487fceca29fc75c5a868beed29177ae",
+                "sha256:336adfc6f5cc4e037d52db31194f7581ff744b67382eb6021c868322e32eef41",
+                "sha256:3aa7f6a12e831ddfe78cdd4f8996af9cf334fd6346531b16cec61c3b3c0d8da0",
+                "sha256:3ed7c71a9dccfe838c2f0b6314ed0d9b22e77d268c67e015450a29036a81f60f",
+                "sha256:4c9956d27be0bb08fc5f30d9d0179a855436e655f046d288e2bcc11adfae893c",
+                "sha256:4d98a320595da7a7c5a18fc48cb633c2e73cda78f93cac2ef42d42bf609a33f9",
+                "sha256:4f94069eb16657d2c6faada4624c39464f65c05606af50bb7902e036e3219be3",
+                "sha256:5113334cf8cf0ac8cd45e1f8309a603291b614191c9add34d33075727a967709",
+                "sha256:51f90f73b4697bac9c9a78394c3acbbd331ccd3655c11be1a15ae6fe289a8c83",
+                "sha256:5d9f3a10e02d7371cd929b5d8f11e87d4bad890212ed3901f9b4d68767bee759",
+                "sha256:7ade88d0d778b1b222adebcc0927428f883db07017618a5e684fd03b83342bd9",
+                "sha256:7c5f84b5194c24dd573fa6472685b2a27cc5a17fe5f7b6fd40345378ca6812e3",
+                "sha256:7e447d172af52ad204d19982739aa2346245cc5ba6f579d16dac4bfec226d2e7",
+                "sha256:8ae9cda41fa114e28faf86cb137d751a17ffd0316d1c34ccf2235e8a84365c7f",
+                "sha256:8f3ceecd20d71067c7fd4c9e832d4e22584318983cabc013dbf3f70ea95de346",
+                "sha256:9fac43a7466eb73e64a9940ac9ed6369baa39b3bf221ae23493a9ec4d0022674",
+                "sha256:a70a8dcde91be523c35b2bf96196edc5730edb347e374c7de7cd20c43ed95397",
+                "sha256:adfdeab2da79ea2f76f87eb42a3ab1966a5313e5a69a0213a3cc06ef692b0e96",
+                "sha256:ba07e92756c97e3aca0912b5cbc4e5ad802f4557212788e72a72a47ff376950d",
+                "sha256:c07253088265c363d1ddf4b3cdb808d59a0468ecd017770ed716991620b8f77a",
+                "sha256:c9d8c8ec7efb887333cf71e328e39cffbf771d8f8f95d308ea4125bf5f90ba64",
+                "sha256:d00e6be486affb5781468457b21a6cbe848c33ef43f9ea4a73b4882e5f188a44",
+                "sha256:d429c2430c93b7903914e4db9a966c7f2b068dd2ebdd2fa9b9ce094c7d459f33"
+            ],
+            "markers": "platform_system != 'Darwin'",
+            "version": "==3.0.0"
+        },
         "wcwidth": {
             "hashes": [
                 "sha256:795b138f6875577cd91bba52baf9e445cd5118fd32723b460e30a0af30ea230e",

language_models_project/app.py

@@ -17,7 +17,7 @@ input_sentences = st.text_area("Sentences", value="", height=200)
 data = input_sentences.split('\n')
 
 for i in data:
-    st.write(f"{i} :: Classification - TODO")
+    st.write(f"{i} :: Classification - {classify(i)}")
  
 
 st.markdown("Link to the app - [image-to-text-app on 🤗 Spaces](https://huggingface.co/spaces/Amrrs/image-to-text-app)")

language_models_project/main.py

@@ -1,8 +1,8 @@
 from transformers import pipeline
 from transformers import AutoTokenizer, AutoModelForSequenceClassification
 
-def classify():
+def classify(*args, **kwargs):
     tokenizer = AutoTokenizer.from_pretrained("finiteautomata/bertweet-base-sentiment-analysis")
     model = AutoModelForSequenceClassification.from_pretrained("finiteautomata/bertweet-base-sentiment-analysis")
     sentiment_pipeline = pipeline("sentiment-analysis", model=model, tokenizer=tokenizer)
-    return sentiment_pipeline
+    return sentiment_pipeline(*args, **kwargs)