diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 0000000..7583c03
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,18 @@
+version: 2
+updates:
+- package-ecosystem: pip
+  directory: "/"
+  schedule:
+    interval: weekly
+    day: friday
+    time: "18:00"
+    timezone: Europe/Madrid
+  open-pull-requests-limit: 10
+- package-ecosystem: docker
+  directory: "/"
+  schedule:
+    interval: weekly
+    day: friday
+    time: "18:00"
+    timezone: Europe/Madrid
+  open-pull-requests-limit: 10
diff --git a/.github/workflows/push.yml b/.github/workflows/push.yml
new file mode 100644
index 0000000..e5cec74
--- /dev/null
+++ b/.github/workflows/push.yml
@@ -0,0 +1,41 @@
+name: Backend Deployment
+
+on:
+  push:
+    branches:
+      - master
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+
+    steps:
+    - name: Checkout code
+      uses: actions/checkout@v2
+
+    - name: Build and push Frotnend image
+      uses: docker/build-push-action@v1
+      with:
+        username: hugo19941994
+        password: ${{ secrets.DOCKER_PASSWORD }}
+        repository: hugo19941994/moviepepper-backend
+        tags: latest
+
+    - name: Install doctl
+      uses: digitalocean/action-doctl@v2
+      with:
+        token: ${{ secrets.DIGITALOCEAN_ACCESS_TOKEN }}
+
+    - name: Save DigitalOcean kubeconfig
+      run: doctl kubernetes cluster kubeconfig save k8s-1-18-6-do-0-lon1-1595844489030
+
+    - name: Deploy to DigitalOcean Kubernetes
+      run: kubectl apply -f manifest.yaml
+
+    - name: Deploy to DigitalOcean Kubernetes
+      run: kubectl rollout restart deployment/moviepepper-backend
+
+    - name: Verify deployment
+      run: kubectl rollout status deployment/moviepepper-backend
+
+
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 0000000..9b2ba58
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,41 @@
+name: Backend CI
+
+on: [pull_request]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+
+    strategy:
+      matrix:
+        python-version: [3.8.x]
+
+    steps:
+    - name: Checkout code
+      uses: actions/checkout@v2
+
+    - name: Use Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v2
+      with:
+        node-version: ${{ matrix.python-version }}
+
+    - name: Install pipenv
+      run: sudo pip install pipenv
+
+    - name: Install dependencies using Pipenv
+      run: pipenv install --deploy --system
+
+    - name: Download deps
+      run: |
+          python -m textblob.download_corpora
+          python -m nltk.downloader stopwords
+
+    - name: Test moviepepper-backend
+      run: |
+          coverage run --concurrency=multiprocessing tests.py
+          coverage combine
+          coveralls
+      env:
+        CI: true
+
+
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 04ffc56..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,11 +0,0 @@
-language: python
-python:
-- '3.6'
-install:
-- pip install -r requirements.txt
-- python -m textblob.download_corpora
-- python -m nltk.downloader stopwords
-script:
-- coverage run --concurrency=multiprocessing tests.py
-- coverage combine
-- coveralls
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..42603c5
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,25 @@
+FROM python:3.8
+
+RUN pip install pipenv
+
+WORKDIR /app
+COPY Pipfile* /app/
+
+RUN pipenv install --system
+
+COPY . /app/
+
+# 1 scrape
+WORKDIR /app/movie_scrape
+RUN START_URL="http://www.imdb.com/search/title?groups=top_1000&sort=user_rating,desc&page=1&ref" ./scrap.sh
+
+# 2 Calculate recommendations
+WORKDIR /app
+RUN python -m textblob.download_corpora
+RUN python -m nltk.downloader stopwords
+RUN python tfidf_lsa.py
+RUN python doc2vec.py
+
+# 3 Serve server
+CMD python server.py
+
diff --git a/Pipfile b/Pipfile
index 82fe946..3481e48 100644
--- a/Pipfile
+++ b/Pipfile
@@ -21,7 +21,7 @@ textblob = "==0.15.3"
 typing = "==3.6.4"
 Brotli = "==1.0.4"
 Flask = "==1.0.2"
-Flask-Cors = "==3.0.4"
+Flask-Cors = "==3.0.8"
 Scrapy = "==1.8.0"
 
 [requires]
diff --git a/Pipfile.lock b/Pipfile.lock
index 1662d93..2fa22a1 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "2d438c4a8db005310e076545d7f0da2470523c923892c2bbf254cd17820fcb30"
+            "sha256": "802d44f779ce73bd501bcde080a86239ad438295d6a5f2adec0b603eb7e392c5"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -21,7 +21,6 @@
                 "sha256:08a96c641c3a74e44eb59afb61a24f2cb9f4d7188748e76ba4bb5edfa3cb7d1c",
                 "sha256:f7b7ce16570fe9965acd6d30101a28f62fb4a7f9e926b3bbc9b61f8b04247e72"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==19.3.0"
         },
         "automat": {
@@ -31,6 +30,13 @@
             ],
             "version": "==20.2.0"
         },
+        "backports.functools-lru-cache": {
+            "hashes": [
+                "sha256:0bada4c2f8a43d533e4ecb7a12214d9420e66eb206d54bf2d682581ca4b80848",
+                "sha256:8fde5f188da2d593bd5bc0be98d9abc46c95bb8a9dde93429570192ee6cc2d4a"
+            ],
+            "version": "==1.6.1"
+        },
         "boto": {
             "hashes": [
                 "sha256:147758d41ae7240dc989f0039f27da8ca0d53734be0eb869ef16e3adcfa462e8",
@@ -133,7 +139,6 @@
                 "sha256:d2b5255c7c6349bc1bd1e59e08cd12acbbd63ce649f2588755783aa94dfb6b1a",
                 "sha256:dacca89f4bfadd5de3d7489b7c8a566eee0d3676333fbb50030263894c38c0dc"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
             "version": "==7.1.2"
         },
         "constantly": {
@@ -148,11 +153,8 @@
                 "sha256:03481e81d558d30d230bc12999e3edffe392d244349a90f4ef9b88425fac74ba",
                 "sha256:0b136648de27201056c1869a6c0d4e23f464750fd9a9ba9750b8336a244429ed",
                 "sha256:0bf8cbbd71adfff0ef1f3a1531e6402d13b7b01ac50a79c97ca15f030dba6306",
-                "sha256:104ab3934abaf5be871a583541e8829d6c19ce7bde2923b2751e0d3ca44db60a",
                 "sha256:10a46017fef60e16694a30627319f38a2b9b52e90182dddb6e37dcdab0f4bf95",
-                "sha256:15b111b6a0f46ee1a485414a52a7ad1d703bdf984e9ed3c288a4414d3871dcbd",
                 "sha256:198626739a79b09fa0a2f06e083ffd12eb55449b5f8bfdbeed1df4910b2ca640",
-                "sha256:1c383d2ef13ade2acc636556fd544dba6e14fa30755f26812f54300e401f98f2",
                 "sha256:23d341cdd4a0371820eb2b0bd6b88f5003a7438bbedb33688cd33b8eae59affd",
                 "sha256:28b2191e7283f4f3568962e373b47ef7f0392993bb6660d079c62bd50fe9d162",
                 "sha256:2a5b73210bad5279ddb558d9a2bfedc7f4bf6ad7f3c988641d83c40293deaec1",
@@ -175,17 +177,12 @@
                 "sha256:7e1fe19bd6dce69d9fd159d8e4a80a8f52101380d5d3a4d374b6d3eae0e5de9c",
                 "sha256:8c3cb8c35ec4d9506979b4cf90ee9918bc2e49f84189d9bf5c36c0c1119c6558",
                 "sha256:9d6dd10d49e01571bf6e147d3b505141ffc093a06756c60b053a859cb2128b1f",
-                "sha256:9e112fcbe0148a6fa4f0a02e8d58e94470fc6cb82a5481618fea901699bf34c4",
-                "sha256:ac4fef68da01116a5c117eba4dd46f2e06847a497de5ed1d64bb99a5fda1ef91",
-                "sha256:b8815995e050764c8610dbc82641807d196927c3dbed207f0a079833ffcf588d",
                 "sha256:be6cfcd8053d13f5f5eeb284aa8a814220c3da1b0078fa859011c7fffd86dab9",
                 "sha256:c1bb572fab8208c400adaf06a8133ac0712179a334c09224fb11393e920abcdd",
                 "sha256:de4418dadaa1c01d497e539210cb6baa015965526ff5afc078c57ca69160108d",
                 "sha256:e05cb4d9aad6233d67e0541caa7e511fa4047ed7750ec2510d466e806e0255d6",
-                "sha256:e4d96c07229f58cb686120f168276e434660e4358cc9cf3b0464210b04913e77",
                 "sha256:f05a636b4564104120111800021a92e43397bc12a5c72fed7036be8556e0029e",
-                "sha256:f3f501f345f24383c0000395b26b726e46758b71393267aeae0bd36f8b3ade80",
-                "sha256:f8a923a85cb099422ad5a2e345fe877bbc89a8a8b23235824a93488150e45f6e"
+                "sha256:f3f501f345f24383c0000395b26b726e46758b71393267aeae0bd36f8b3ade80"
             ],
             "index": "pypi",
             "version": "==4.5.1"
@@ -220,7 +217,6 @@
                 "sha256:ce82cc06588e5cbc2a7df3c8a9c778f2cb722f56835a23a68b5a7264726bb00c",
                 "sha256:dea0ba7fe6f9461d244679efa968d215ea1f989b9c1957d7f10c21e5c7c09ad6"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
             "version": "==3.0"
         },
         "cssselect": {
@@ -228,7 +224,6 @@
                 "sha256:f612ee47b749c877ebae5bb77035d8f4202c6ad0f0fc1271b3c18ad6c4468ecf",
                 "sha256:f95f8dedd925fd8f54edb3d2dfb44c190d9d18512377d3c1e2388d16126879bc"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==1.1.0"
         },
         "cycler": {
@@ -258,7 +253,6 @@
                 "sha256:9e4d7ecfc600058e07ba661411a2b7de2fd0fafa17d1a7f7361cd47b1175c827",
                 "sha256:a2aeea129088da402665e92e0b25b04b073c04b2dce4ab65caaa38b7ce2e1a99"
             ],
-            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==0.15.2"
         },
         "flask": {
@@ -271,11 +265,11 @@
         },
         "flask-cors": {
             "hashes": [
-                "sha256:a1bb895b3e98b4325743149ebe0e3a0652537b8e37854f942bde7843f822f129",
-                "sha256:bec996f0603a0693c0ea63c8126e5f8e966bb679cf82e6104b254e9c7f3a7d08"
+                "sha256:72170423eb4612f0847318afff8c247b38bd516b7737adfc10d1c2cdbb382d16",
+                "sha256:f4d97201660e6bbcff2d89d082b5b6d31abee04b1b3003ee073a6fd25ad1d69a"
             ],
             "index": "pypi",
-            "version": "==3.0.4"
+            "version": "==3.0.8"
         },
         "gensim": {
             "hashes": [
@@ -283,13 +277,8 @@
                 "sha256:0f75a6e57ec93b9bc63b79d1cc8022993efa03b03ad50adad7a4fef78081e845",
                 "sha256:1f734990fcd472a048ed38696d9f5eeda4266ced0f4f2d7bbba0c18c601e441a",
                 "sha256:2418a7036a15a7e11e08f5018d9278e0a4db420b53a99fe1c4e64f683df97b4b",
-                "sha256:2611b550813cd2d6abf36840a2831df791c155c4140ae1e41d7a1ef48d7fb691",
-                "sha256:269504cd3b0cb2b18d421fdb641433e06b974f3d03561dd582ca696c0b63a6f6",
-                "sha256:36dfb678674abdb3390cec8760307a9d038e3196d9dc4f85ad4431723c10654e",
                 "sha256:47e436a06dbe6b56dd253df2e36654a24e39c6d65f78aff93efab478fac0b906",
-                "sha256:5f54fbb5bf14830a0fd2d5d3e554e8627667c3254d28ebd90256bd909b2f9de3",
                 "sha256:645e77e37c5cd84b4e32b35de7a3c5b82e551f8f36e19087bfc4db6a97ce4838",
-                "sha256:6f08251fd7daa07ef7e8e2f15fba403b089236ac2e61fcf51f5e6cec1815829c",
                 "sha256:7bafe3f2fd49738942ef04396cb1e50a38283fe02203e5d4c66588daa01fb87c",
                 "sha256:87c5975a605b881eda15ebc0cd7f60011b257d2af1cb04053dc096e2d2fa42da",
                 "sha256:8c3c9ed2c61c0b4fbd1ee1af45c3d9f9828213d4e8010bd40435b80ea25e7c95",
@@ -298,7 +287,6 @@
                 "sha256:ac562d4a02a8fe2f3c6021acd21ae027fb8d347c7dfc4872149f77ada60616c2",
                 "sha256:cd8e1c062dea18032ec19be21e934f4b151e112ef90e269fbe3fea406c319724",
                 "sha256:cdc71e6d0d1f983366d2f81bdb363cc3d3018b9cedb0d7cae1fdf76b353aa1fd",
-                "sha256:d5dbfc6a10fcec9ef249569110b60ab1f374dad7e88e9a167ad87822371f3d59",
                 "sha256:e98b493addf7ff10f33322d57dbe642a9bbdac005c9f1f1adb9c613a1b189a0f",
                 "sha256:f27e7043656d3b7fdc8a6bf006e8a03883d92ce62ccfbf97aa55ad40fa017cba",
                 "sha256:f6ef9459dc67cfe25976ac0d1c80b24613594c9db985310b6c2cb995955e2173",
@@ -319,7 +307,6 @@
                 "sha256:b307872f855b18632ce0c21c5e45be78c0ea7ae4c15c828c20788b26921eb3f6",
                 "sha256:b97d804b1e9b523befed77c48dacec60e6dcb0b5391d57af6a65a312a90648c0"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==2.10"
         },
         "incremental": {
@@ -334,7 +321,6 @@
                 "sha256:321b033d07f2a4136d3ec762eac9f16a10ccd60f53c0c91af90217ace7ba1f19",
                 "sha256:b12271b2047cb23eeb98c8b5622e2e5c5e9abd9784a153e9d8ef9cb4dd09d749"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==1.1.0"
         },
         "jinja2": {
@@ -342,7 +328,6 @@
                 "sha256:89aab215427ef59c34ad58735269eb58b1a5808103067f7bb9d5836c651b3bb0",
                 "sha256:f0a4641d3cf955324a89c04f3d94663aa4d638abe8f733ecd3582848e1c37035"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
             "version": "==2.11.2"
         },
         "jmespath": {
@@ -350,7 +335,6 @@
                 "sha256:b85d0567b8666149a93172712e68920734333c0ce7e89b78b3e987f71e5ed4f9",
                 "sha256:cdf6525904cc597730141d61b36f2e4b8ecc257c420fa2f4549bac2c2d0cb72f"
             ],
-            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==0.10.0"
         },
         "joblib": {
@@ -358,7 +342,6 @@
                 "sha256:8f52bf24c64b608bf0b2563e0e47d6fcf516abc8cfafe10cfd98ad66d94f92d6",
                 "sha256:d348c5d4ae31496b2aa060d6d9b787864dd204f9480baaa52d18850cb43e9f49"
             ],
-            "markers": "python_version >= '3.6'",
             "version": "==0.16.0"
         },
         "kiwisolver": {
@@ -383,7 +366,6 @@
                 "sha256:efcf3397ae1e3c3a4a0a0636542bcad5adad3b1dd3e8e629d0b6e201347176c8",
                 "sha256:fccefc0d36a38c57b7bd233a9b485e2f1eb71903ca7ad7adacad6c28a56d62d2"
             ],
-            "markers": "python_version >= '3.6'",
             "version": "==1.2.0"
         },
         "langdetect": {
@@ -427,7 +409,6 @@
                 "sha256:ecc930ae559ea8a43377e8b60ca6f8d61ac532fc57efb915d899de4a67928efd",
                 "sha256:f161af26f596131b63b236372e4ce40f3167c1b5b5d459b29d2514bd8c9dc9ee"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
             "version": "==4.5.2"
         },
         "markupsafe": {
@@ -466,7 +447,6 @@
                 "sha256:e249096428b3ae81b08327a63a485ad0878de3fb939049038579ac0ef61e17e7",
                 "sha256:e8313f01ba26fbbe36c7be1966a7b7424942f670f38e666995b88d012765b9be"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==1.1.1"
         },
         "matplotlib": {
@@ -507,8 +487,7 @@
         },
         "nltk": {
             "hashes": [
-                "sha256:2661f9971d983db314bbebd51ba770811a362c6597fd0f303bb1d3beadcb4834",
-                "sha256:8a3bad9ff7f67d2828a7915c2fab93e6ca910c2015ef40799e1805fccf2354e5"
+                "sha256:2661f9971d983db314bbebd51ba770811a362c6597fd0f303bb1d3beadcb4834"
             ],
             "index": "pypi",
             "version": "==3.2.5"
@@ -581,49 +560,25 @@
                 "sha256:f7e30c27477dffc3e85c2463b3e649f751789e0f6c8456099eea7ddd53be4a8a",
                 "sha256:ffe538682dc19cc542ae7c3e504fdf54ca7f86fb8a135e59dd6bc8627eae6cce"
             ],
-            "markers": "python_version >= '3.5'",
             "version": "==7.2.0"
         },
         "protego": {
             "hashes": [
                 "sha256:a682771bc7b51b2ff41466460896c1a5a653f9a1e71639ef365a72e66d8734b4"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
             "version": "==0.1.16"
         },
         "pyasn1": {
             "hashes": [
-                "sha256:014c0e9976956a08139dc0712ae195324a75e142284d5f87f1a87ee1b068a359",
-                "sha256:03840c999ba71680a131cfaee6fab142e1ed9bbd9c693e285cc6aca0d555e576",
-                "sha256:0458773cfe65b153891ac249bcf1b5f8f320b7c2ce462151f8fa74de8934becf",
-                "sha256:08c3c53b75eaa48d71cf8c710312316392ed40899cb34710d092e96745a358b7",
                 "sha256:39c7e2ec30515947ff4e87fb6f456dfc6e84857d34be479c9d4a4ba4bf46aa5d",
-                "sha256:5c9414dcfede6e441f7e8f81b43b34e834731003427e5b09e4e00e3172a10f00",
-                "sha256:6e7545f1a61025a4e58bb336952c5061697da694db1cae97b116e9c46abcf7c8",
-                "sha256:78fa6da68ed2727915c4767bb386ab32cdba863caa7dbe473eaae45f9959da86",
-                "sha256:7ab8a544af125fb704feadb008c99a88805126fb525280b2270bb25cc1d78a12",
-                "sha256:99fcc3c8d804d1bc6d9a099921e39d827026409a58f2a720dcdb89374ea0c776",
-                "sha256:aef77c9fb94a3ac588e87841208bdec464471d9871bd5050a287cc9a475cd0ba",
-                "sha256:e89bf84b5437b532b0803ba5c9a5e054d21fec423a89952a74f87fa2c9b7bce2",
-                "sha256:fec3e9d8e36808a28efb59b489e4528c10ad0f480e57dcc32b4de5c9d8c9fdf3"
+                "sha256:aef77c9fb94a3ac588e87841208bdec464471d9871bd5050a287cc9a475cd0ba"
             ],
             "version": "==0.4.8"
         },
         "pyasn1-modules": {
             "hashes": [
-                "sha256:0845a5582f6a02bb3e1bde9ecfc4bfcae6ec3210dd270522fee602365430c3f8",
-                "sha256:0fe1b68d1e486a1ed5473f1302bd991c1611d319bba158e98b106ff86e1d7199",
-                "sha256:15b7c67fabc7fc240d87fb9aabf999cf82311a6d6fb2c70d00d3d0604878c811",
-                "sha256:426edb7a5e8879f1ec54a1864f16b882c2837bfd06eee62f2c982315ee2473ed",
-                "sha256:65cebbaffc913f4fe9e4808735c95ea22d7a7775646ab690518c056784bc21b4",
                 "sha256:905f84c712230b2c592c19470d3ca8d552de726050d1d1716282a1f6146be65e",
-                "sha256:a50b808ffeb97cb3601dd25981f6b016cbb3d31fbf57a8b8a87428e6158d0c74",
-                "sha256:a99324196732f53093a84c4369c996713eb8c89d360a496b599fb1a9c47fc3eb",
-                "sha256:b80486a6c77252ea3a3e9b1e360bc9cf28eaac41263d173c032581ad2f20fe45",
-                "sha256:c29a5e5cc7a3f05926aff34e097e84f8589cd790ce0ed41b67aed6857b26aafd",
-                "sha256:cbac4bc38d117f2a49aeedec4407d23e8866ea4ac27ff2cf7fb3e5b570df19e0",
-                "sha256:f39edd8c4ecaa4556e989147ebf219227e2cd2e8a43c7e7fcb1f1c18c5fd6a3d",
-                "sha256:fe0644d9ab041506b62782e92b06b8c68cca799e1a9636ec398675459e031405"
+                "sha256:a50b808ffeb97cb3601dd25981f6b016cbb3d31fbf57a8b8a87428e6158d0c74"
             ],
             "version": "==0.2.8"
         },
@@ -632,7 +587,6 @@
                 "sha256:2d475327684562c3a96cc71adf7dc8c4f0565175cf86b6d7a404ff4c771f15f0",
                 "sha256:7582ad22678f0fcd81102833f60ef8d0e57288b6b5fb00323d101be910e35705"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==2.20"
         },
         "pydispatcher": {
@@ -647,7 +601,6 @@
                 "sha256:412e00137858f04bde0729913874a48485665f2d36fe9ee449f26be864af9316",
                 "sha256:7ead136e03655af85069b6f47b23eb7c3e5c221aa9f022a4fbb499f5b7308f29"
             ],
-            "markers": "python_version >= '3.5'",
             "version": "==2.0.2"
         },
         "pyopenssl": {
@@ -662,7 +615,6 @@
                 "sha256:c203ec8783bf771a155b207279b9bccb8dea02d8f0c9e5f8ead507bc3246ecc1",
                 "sha256:ef9d7589ef3c200abe66653d3f1ab1033c3c419ae9b9bdb1240a85b024efc88b"
             ],
-            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==2.4.7"
         },
         "python-dateutil": {
@@ -670,7 +622,6 @@
                 "sha256:73ebfe9dbf22e832286dafa60473e4cd239f8592f699aa5adaf10050e6e1823c",
                 "sha256:75bb3f31ea686f1197762692a9ee6a7550b59fc6ca3a1f4b5d7e32fb98e2da2a"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==2.8.1"
         },
         "pytz": {
@@ -692,7 +643,6 @@
                 "sha256:b3559a131db72c33ee969480840fff4bb6dd111de7dd27c8ee1f820f4f00231b",
                 "sha256:fe75cc94a9443b9246fc7049224f75604b113c36acb93f87b80ed42c44cbb898"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
             "version": "==2.24.0"
         },
         "s3transfer": {
@@ -766,16 +716,22 @@
                 "sha256:30639c035cdb23534cd4aa2dd52c3bf48f06e5f4a941509c8bafd8ce11080259",
                 "sha256:8b74bedcbbbaca38ff6d7491d76f2b06b3592611af620f8426e82dddb04a5ced"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==1.15.0"
         },
         "smart-open": {
             "hashes": [
                 "sha256:c8792d2e77f33b349fbaa62eb28ddc519e6b7e5d36407e9bdc00bececeaa776d"
             ],
-            "markers": "python_version >= '3.5'",
             "version": "==2.1.0"
         },
+        "subprocess32": {
+            "hashes": [
+                "sha256:88e37c1aac5388df41cc8a8456bb49ebffd321a3ad4d70358e3518176de3a56b",
+                "sha256:e45d985aef903c5b7444d34350b05da91a9e0ea015415ab45a21212786c649d0",
+                "sha256:eb2937c80497978d181efa1b839ec2d9622cf9600a039a79d0e108d1f9aec79d"
+            ],
+            "version": "==3.5.4"
+        },
         "textblob": {
             "hashes": [
                 "sha256:7ff3c00cb5a85a30132ee6768b8c68cb2b9d76432fec18cd1b3ffe2f8594ec8c",
@@ -789,7 +745,6 @@
                 "sha256:38b74ca20ff3bb42caca8b00055111d74159ee95c4370882bbff2b93d24da725",
                 "sha256:ddc57c96a38beb63db45d6c159b5ab07b6bced12c45a1f07b2b92f272aebfa6b"
             ],
-            "markers": "python_version >= '3.5'",
             "version": "==2.1.0"
         },
         "twisted": {
@@ -850,7 +805,6 @@
                 "sha256:2de2a5db0baeae7b2d2664949077c2ac63fbd16d98da0ff71837f7d1dea3fd43",
                 "sha256:6c80b1e5ad3665290ea39320b91e1be1e0d5f60652b964a3070216de83d2e47c"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
             "version": "==1.0.1"
         },
         "zope.interface": {
@@ -896,7 +850,6 @@
                 "sha256:f68bf937f113b88c866d090fea0bc52a098695173fc613b055a17ff0cf9683b6",
                 "sha256:fb55c182a3f7b84c1a2d6de5fa7b1a05d4660d866b91dbf8d74549c57a1499e8"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
             "version": "==5.1.0"
         }
     },
diff --git a/manifest.yaml b/manifest.yaml
new file mode 100644
index 0000000..c59a505
--- /dev/null
+++ b/manifest.yaml
@@ -0,0 +1,37 @@
+---
+kind: Service
+apiVersion: v1
+metadata:
+  name: moviepepper-backend
+spec:
+  type: NodePort
+  selector:
+    app: moviepepper-backend
+  ports:
+    - name: http
+      protocol: TCP
+      port: 80
+      targetPort: 3000
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: moviepepper-backend
+spec:
+  replicas: 2
+  selector:
+    matchLabels:
+      app: moviepepper-backend
+  template:
+    metadata:
+      labels:
+        app: moviepepper-backend
+    spec:
+      containers:
+      - name: moviepepper-backend
+        image: hugo19941994/moviepepper-backend
+        ports:
+        - containerPort: 5000
+          protocol: TCP
+
+