diff --git a/.dvc/.gitignore b/.dvc/.gitignore
new file mode 100644
index 0000000..528f30c
--- /dev/null
+++ b/.dvc/.gitignore
@@ -0,0 +1,3 @@
+/config.local
+/tmp
+/cache
diff --git a/.dvc/config b/.dvc/config
new file mode 100644
index 0000000..b601ef6
--- /dev/null
+++ b/.dvc/config
@@ -0,0 +1,6 @@
+[core]
+    remote = myminio
+['remote "myminio"']
+    url = s3://185.84.163.5:9000/dvcbucket2
+    access_key_id= yZ9qhDgPHuqaRpQZ4kgH
+    secret_access_key= IksmsR3BHMCJQO9R9hqH72n7kMRHTG7xAlsRlpZN
\ No newline at end of file
diff --git a/.dvcignore b/.dvcignore
new file mode 100644
index 0000000..5197305
--- /dev/null
+++ b/.dvcignore
@@ -0,0 +1,3 @@
+# Add patterns of files dvc should ignore, which could improve
+# the performance. Learn more at
+# https://dvc.org/doc/user-guide/dvcignore
diff --git a/.github/workflows/python-app2.yml b/.github/workflows/python-app.yml
similarity index 83%
rename from .github/workflows/python-app2.yml
rename to .github/workflows/python-app.yml
index b37004a..164e2ca 100644
--- a/.github/workflows/python-app2.yml
+++ b/.github/workflows/python-app.yml
@@ -5,9 +5,9 @@ name: Python application
 
 on:
   push:
-    branches: [ "main" ]
+    branches: [ "dvc_deploy" ]
   pull_request:
-    branches: [ "main" ]
+    branches: [ dvc_deploy" ]
 
 permissions:
   contents: read
@@ -18,7 +18,7 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-    - uses: actions/checkout@v3
+    - uses: actions/checkout@v4
     - name: Set up Python 3.10
       uses: actions/setup-python@v3
       with:
@@ -27,7 +27,7 @@ jobs:
       run: |
         python -m pip install --upgrade pip
         pip install flake8 pytest
-        if [ -f src/requirements.txt ]; then pip install -r src/requirements.txt; fi
+        if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
     - name: Lint with flake8
       run: |
         # stop the build if there are Python syntax errors or undefined names
@@ -36,4 +36,4 @@ jobs:
         flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
     - name: Test with pytest
       run: |
-        pytest src/test.py
+        pytest
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..7acf8d3
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1 @@
+/test_data.csv
diff --git a/active/fa.py b/active/fa.py
index bb8fc6d..3c13c10 100644
--- a/active/fa.py
+++ b/active/fa.py
@@ -1,11 +1,13 @@
 from fastapi import FastAPI
+import model
 
 app = FastAPI()
-import model
+
 
 def process(input_text):
     return str(model.analyse(input_text)[0])
 
+
 @app.get("/process_text/{text}")
 async def process_text(text: str):
     result = process(text)
diff --git a/active/main.py b/active/main.py
index f4cc0d5..f0d6f5e 100644
--- a/active/main.py
+++ b/active/main.py
@@ -1,4 +1,3 @@
-
 import os
 import uvicorn
 
@@ -6,4 +5,4 @@
     try:
         uvicorn.run("fa:app", host="0.0.0.0", port=int(os.environ['PORT']), reload=False, log_level="debug")
     except Exception as e:
-        print("Error on running uvicorn: "+str(e))
\ No newline at end of file
+        print("Error on running uvicorn: "+str(e))
diff --git a/active/model.py b/active/model.py
index 33b8b38..269a30a 100644
--- a/active/model.py
+++ b/active/model.py
@@ -1,18 +1,17 @@
 from transformers import pipeline
 
 clf = pipeline(
-    task = 'sentiment-analysis', 
-    model = 'SkolkovoInstitute/russian_toxicity_classifier')
+    task='sentiment-analysis',
+    model='SkolkovoInstitute/russian_toxicity_classifier')
 
-text = ['У нас в есть убунты и текникал превью.',
-    	'Как минимум два малолетних дегенерата в треде, мда.',
-        'иди на хер']
+text = ['У нас в есть убунты и текникал превью.', 'Как минимум два малолетних дегенерата в треде, мда.', 'иди на хер']
 
 
 def analyse(text):
-    text=[text]
-    result=clf(text)
+    text = [text]
+    result = clf(text)
     print(result)
     return result
 
-print(analyse("Кто любит жаб? Они крутые."))
\ No newline at end of file
+
+print(analyse("Кто любит жаб? Они крутые."))
diff --git a/active/web_app.py b/active/web_app.py
index 55b6308..ee9a146 100644
--- a/active/web_app.py
+++ b/active/web_app.py
@@ -12,6 +12,7 @@
 def process_text(input_text):
     return str(model.analyse(input_text)[0])
 
+
 # Обрабатываем введенный текст и выводим результат
 if st.button('Показать результат'):
     result = process_text(input_text)
diff --git a/src/main.py b/src/main.py
index cac7800..632227b 100644
--- a/src/main.py
+++ b/src/main.py
@@ -1,5 +1,3 @@
-
-import os
 import uvicorn
 
 if __name__ == "__main__":
diff --git a/test_data.csv.dvc b/test_data.csv.dvc
new file mode 100644
index 0000000..223a459
--- /dev/null
+++ b/test_data.csv.dvc
@@ -0,0 +1,5 @@
+outs:
+- md5: 7d9ee4c06927ceccef9dc27350e015c9
+  size: 52
+  hash: md5
+  path: test_data.csv